{"meta":{"query_hash":"c6f0976736e5","filters":{"topic":"Coastal wetland ecosystem dynamics"},"cohort_total":1192,"direct_labels_cover":0,"predictions_cover":1192,"exported":1192,"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/c6f0976736e5","api":"https://metacan.xera.ac/api/v1/cohort?topic=Coastal+wetland+ecosystem+dynamics"},"results":[{"id":"W1061683763","doi":"10.1016/j.palaeo.2015.07.030","title":"Regional response of the coastal aquifer to Hurricane Ingrid and sedimentation flux in the Yax Chen cave system (Ox Bel Ha) Yucatan, Mexico","year":2015,"lang":"en","type":"article","venue":"Palaeogeography Palaeoclimatology Palaeoecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; National Geographic Society","keywords":"Cave; Sedimentation; Sediment; Hydrology (agriculture); Mangrove; Environmental science; Karst; Oceanography; Wet season; Geology; Geography; Ecology; Geomorphology; Archaeology","score_opus":0.011829842673685427,"score_gpt":0.230421332938534,"score_spread":0.2185914902648486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1061683763","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":[0.99221855,0.00008933788,0.00013445396,0.00368149,0.0006076181,0.0013225834,0.00010426457,0.00005823625,0.0017834551],"genre_scores_gemma":[0.99804145,0.000013087111,0.00036106136,0.0010681691,0.000036697955,0.00032622347,0.000058135865,0.000035702724,0.00005945523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99484044,0.0018084393,0.000957566,0.00082531536,0.0006685375,0.00089969917],"domain_scores_gemma":[0.99726874,0.0010981052,0.0004733259,0.0007953266,0.00006877572,0.00029571916],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027822754,0.00044793542,0.0007281822,0.00036339377,0.0002800304,0.00003537848,0.0009113194,0.00029929218,0.00009060301],"category_scores_gemma":[0.00030983196,0.0003164271,0.00019875601,0.0013906035,0.001048431,0.0001597691,0.00094594824,0.00043772836,0.00013918664],"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":[0.000558572,0.00016393409,0.9927077,0.000048845366,0.00005107878,0.0000565616,0.002845533,0.00039872222,0.000576074,0.00075532676,0.00172939,0.00010825272],"study_design_scores_gemma":[0.0017033522,0.0004332959,0.9846738,0.000056184217,0.000087400265,0.0009767376,0.007594705,0.0015786699,0.00017187772,0.000351304,0.0020039857,0.00036869588],"about_ca_topic_score_codex":0.0010704219,"about_ca_topic_score_gemma":0.016749771,"teacher_disagreement_score":0.01567935,"about_ca_system_score_codex":0.00016815365,"about_ca_system_score_gemma":0.000090286834,"threshold_uncertainty_score":0.9999288},"labels":[],"label_agreement":null},{"id":"W1131410243","doi":"10.1023/a:1011173226724","title":"The mangroves of the north coast of Haiti","year":2001,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"United States Agency for International Development","keywords":"Geology","score_opus":0.003937071499868103,"score_gpt":0.17738617201002269,"score_spread":0.17344910051015458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1131410243","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":[0.97621983,0.000015625536,0.000060854974,0.00042991218,0.00015317068,0.0002232765,0.0000050324284,0.0000058673,0.022886414],"genre_scores_gemma":[0.9955746,0.00042124002,0.00003218405,0.000074543765,0.0000073345727,0.000015171364,0.0000021102026,0.000003719403,0.0038690835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99942935,0.000036006837,0.0001681785,0.000116682284,0.00009845059,0.00015131957],"domain_scores_gemma":[0.9996038,0.00005370902,0.000097980344,0.00021885827,0.0000035575026,0.000022114436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017233763,0.00006652873,0.00009904192,0.000013280988,0.00015453836,0.0000055998485,0.00021640705,0.000026069507,0.000070676644],"category_scores_gemma":[0.000006347271,0.000036685604,0.00003439631,0.00010665827,0.0001974017,0.000029138246,0.00052070577,0.000041122243,0.000009424136],"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":[0.000022817581,0.000033057186,0.9921562,0.000023300438,0.00002861586,0.000003272206,0.00008517176,0.00020039233,0.000016458998,0.0014057077,0.0018398763,0.0041851494],"study_design_scores_gemma":[0.00023753224,0.000048468173,0.97308856,0.0000057613743,0.000022511818,0.0000070649435,0.00020525052,0.0006030692,0.000010405079,0.00042904503,0.02529952,0.000042838106],"about_ca_topic_score_codex":0.000120438875,"about_ca_topic_score_gemma":0.06476051,"teacher_disagreement_score":0.064640075,"about_ca_system_score_codex":0.00001820336,"about_ca_system_score_gemma":0.0000016787675,"threshold_uncertainty_score":0.9523052},"labels":[],"label_agreement":null},{"id":"W1178843405","doi":"10.71781/20412","title":"Effet de la salinité sur la compétition entre le roseau (Phragmites australis) et les quenouilles (Typha spp.)","year":2008,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Phragmites; Typha angustifolia; Salinity; Typha; Drainage; Ditch; Macrophyte; Interspecific competition; Competition (biology); Biology; Environmental science; Ecology; Geography; Wetland","score_opus":0.004109120270703904,"score_gpt":0.17435306508960935,"score_spread":0.17024394481890545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1178843405","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":[0.9186473,0.0050390903,0.000541293,0.00036660995,0.0005899368,0.0004611294,0.00041178797,0.00014871395,0.073794134],"genre_scores_gemma":[0.93937796,0.0032652915,0.0010343415,0.000051491006,0.000120602825,0.000025410698,0.0015081996,0.00006083831,0.05455588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99602544,0.0011118592,0.0005561621,0.0008225427,0.00081334874,0.00067061826],"domain_scores_gemma":[0.9976841,0.0008595745,0.0004972806,0.00040945192,0.00009337309,0.0004561809],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00060909404,0.0006614507,0.00055965764,0.0002192824,0.005566609,0.00015584296,0.00058548327,0.0009870607,0.00032375345],"category_scores_gemma":[0.00012794137,0.0007934006,0.00043600265,0.00032606564,0.0007716866,0.0007580916,0.00030888765,0.0008316176,0.00031513086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037316214,0.002826438,0.4998271,0.0013913496,0.001114237,0.015778506,0.07718336,0.20380147,0.108749956,0.06526487,0.010952893,0.009378219],"study_design_scores_gemma":[0.003142444,0.00020585132,0.7705732,0.0011318926,0.00047290098,0.0060525117,0.02904778,0.021242857,0.0075714053,0.00041401465,0.15841411,0.0017310085],"about_ca_topic_score_codex":0.30755818,"about_ca_topic_score_gemma":0.13756397,"teacher_disagreement_score":0.27074614,"about_ca_system_score_codex":0.0062734676,"about_ca_system_score_gemma":0.0012991083,"threshold_uncertainty_score":0.9994517},"labels":[],"label_agreement":null},{"id":"W1213061178","doi":"","title":"Intensive management of moose at high density: impediments, achievements, and recommendations.","year":2006,"lang":"en","type":"article","venue":"Alces","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"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":"Geography; Ecology; Biology; Environmental resource management; Environmental science","score_opus":0.003770409527593751,"score_gpt":0.19506944362050524,"score_spread":0.1912990340929115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1213061178","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":[0.9950845,0.000044190496,0.0001011145,0.0005045948,0.00010944409,0.00017132354,0.000018647326,0.000016432723,0.003949701],"genre_scores_gemma":[0.9960211,0.00012569205,0.0013167228,0.000107140506,0.000010342277,0.000008718563,0.00005588947,0.0000075093058,0.0023468696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992911,0.0000186984,0.0001910197,0.000199233,0.0001515499,0.00014838783],"domain_scores_gemma":[0.99968505,0.000020677006,0.00009428377,0.00015556045,0.00000968452,0.000034722667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000099159886,0.00009176114,0.00011051283,0.000023920918,0.000086200416,0.000012584612,0.000088771674,0.000024215662,0.00046311598],"category_scores_gemma":[0.000002439083,0.000083832354,0.000021827344,0.000088003624,0.000058123955,0.00011000269,0.0005741756,0.000028732515,0.00011695233],"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":[0.00008347971,0.00022938794,0.8789142,0.00013079158,0.00018650029,0.000038611986,0.00034282063,0.00036197744,0.005266828,0.0032340826,0.03382339,0.07738793],"study_design_scores_gemma":[0.0010431781,0.00011530495,0.96807045,0.00008119973,0.00010915606,0.000018863515,0.0009645277,0.0013481915,0.00429353,0.0040475144,0.019567108,0.00034095466],"about_ca_topic_score_codex":0.002477196,"about_ca_topic_score_gemma":0.0023517502,"teacher_disagreement_score":0.08915627,"about_ca_system_score_codex":0.00009429331,"about_ca_system_score_gemma":8.9526964e-7,"threshold_uncertainty_score":0.5070795},"labels":[],"label_agreement":null},{"id":"W1409262775","doi":"10.1017/cbo9781107296916.008","title":"Examples of North American salt marshes and coastal wetlands","year":2014,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Dalhousie University","funders":"","keywords":"Marsh; Wetland; Salt marsh; Subarctic climate; Brackish marsh; Mangrove; Bay; Oceanography; Environmental science; Geography; Ecology; Geology","score_opus":0.009280104887572927,"score_gpt":0.16513414778997612,"score_spread":0.1558540429024032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1409262775","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":[0.1569103,0.0000056687536,0.00049552467,0.0000044273943,0.000058636488,0.00023376326,0.0006279363,0.0000479834,0.8416158],"genre_scores_gemma":[0.3013855,0.00007822746,0.00012690925,0.000015285186,0.000030906172,3.5794514e-7,0.000083296116,0.000034591478,0.6982449],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875295,0.00003402087,0.00020667493,0.00046774512,0.00028278155,0.00025582113],"domain_scores_gemma":[0.99894756,0.000082493265,0.00034224338,0.00041885074,0.000019393925,0.0001894467],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008430667,0.00031743172,0.00049807323,0.00007572219,0.000107162436,0.00001936567,0.0003543594,0.0000973212,0.000012580866],"category_scores_gemma":[0.000006137771,0.00034731842,0.000111564455,0.0000128582415,0.000715093,0.00005073914,0.0010443833,0.00021017407,0.000015650376],"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":[0.0013140751,0.00011013892,0.37940818,0.0016066902,0.0009649052,0.000901768,0.000535693,0.000333391,0.00041848086,0.39045724,0.046112396,0.17783704],"study_design_scores_gemma":[0.00059589057,0.0002531486,0.10456509,0.00011394105,0.00022187963,0.000048325463,0.00003458074,0.0008031388,0.000035487017,0.0000049792798,0.8925629,0.0007606339],"about_ca_topic_score_codex":0.0029781875,"about_ca_topic_score_gemma":0.008747294,"teacher_disagreement_score":0.8464505,"about_ca_system_score_codex":0.000103073195,"about_ca_system_score_gemma":0.000015647132,"threshold_uncertainty_score":0.9998979},"labels":[],"label_agreement":null},{"id":"W1472846015","doi":"10.1017/cbo9781107296916.016","title":"Conclusions and future directions","year":2014,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Dalhousie University","funders":"","keywords":"Salt marsh; Wetland; Marsh; Intertidal zone; Ecology; Natural (archaeology); Mangrove; Environmental science; Climate change; Geography; Oceanography; Geology; Biology","score_opus":0.006638099466907258,"score_gpt":0.16327596475900147,"score_spread":0.1566378652920942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1472846015","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":[0.0007702453,0.000053696527,0.00017797961,0.000044876135,0.0002958967,0.0002520536,0.00022122056,0.000101390506,0.99808264],"genre_scores_gemma":[0.0017031067,0.00032250624,0.000062825246,0.000043743916,0.00017165225,4.7654922e-7,0.000035113448,0.00003041652,0.9976302],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990726,0.0000236842,0.000113681825,0.0004178784,0.00017722626,0.00019494448],"domain_scores_gemma":[0.99927664,0.000039403443,0.0001133748,0.00036331092,0.000012537263,0.00019474361],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006229642,0.00025100046,0.00026144268,0.0000533962,0.00036215386,0.000027033853,0.00023448322,0.00026697715,0.00007011218],"category_scores_gemma":[0.0000024750557,0.00027763983,0.00009857963,0.0000067487063,0.00021771133,0.000046292425,0.0010481697,0.0002775548,0.00007763066],"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":[0.00004034495,0.000009135021,0.000112365546,0.000065287335,0.00008631411,0.0001247202,0.000112037334,0.00000995142,0.000050498584,0.912015,0.06371459,0.023659704],"study_design_scores_gemma":[0.00020503126,0.000028107797,0.00019364322,0.000034367054,0.00009680999,0.000034165023,0.000023244196,0.00039187426,0.0000029345213,0.000008017913,0.99868083,0.000301004],"about_ca_topic_score_codex":0.00041894257,"about_ca_topic_score_gemma":0.00015752648,"teacher_disagreement_score":0.9349662,"about_ca_system_score_codex":0.00022433746,"about_ca_system_score_gemma":0.000011294782,"threshold_uncertainty_score":0.9999676},"labels":[],"label_agreement":null},{"id":"W1480750384","doi":"10.22621/cfn.v125i4.1279","title":"\"Techniques for Restoration and Reconstruction of Mangrove Forests in China\" by Liao et al. 2011. [book review]","year":2012,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Mangrove; China; Forestry; Environmental science; Geography; Agroforestry; Ecology; Biology; Archaeology","score_opus":0.006856587363282779,"score_gpt":0.2279816544829467,"score_spread":0.2211250671196639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480750384","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":[0.6728642,0.029132739,0.0005126012,0.24342573,0.0016194527,0.0061483528,0.00062016613,0.000095678755,0.045581106],"genre_scores_gemma":[0.98254544,0.0015318615,0.00033628172,0.013092825,0.000026032598,0.000058792382,0.000068077374,0.000011745086,0.0023289525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942696,0.000047320038,0.00015713918,0.000113443435,0.00007207524,0.00018304371],"domain_scores_gemma":[0.9996015,0.000049228984,0.00007749392,0.00017518022,0.0000064802075,0.000090108086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046368435,0.00007489106,0.00010635655,0.000029124521,0.000074843265,0.000014159634,0.00010619889,0.000063567546,0.00042796234],"category_scores_gemma":[0.000054590288,0.00005837867,0.000024196283,0.000052143474,0.000043955723,0.00026805722,0.000030260073,0.00011443433,0.000015850412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000110697365,0.000004949477,0.019574994,0.00007134231,0.0000031612167,3.5882485e-7,0.0001692052,0.0000018272135,0.00023122958,0.00027743776,0.96810263,0.011551809],"study_design_scores_gemma":[0.00022609529,0.00007445551,0.06541782,0.00038275702,0.000024496961,0.00006143486,0.00004897622,0.0010619732,0.0010954649,0.00081348204,0.93048817,0.00030484627],"about_ca_topic_score_codex":0.1788699,"about_ca_topic_score_gemma":0.8349742,"teacher_disagreement_score":0.6561043,"about_ca_system_score_codex":0.00019605966,"about_ca_system_score_gemma":0.0000145346385,"threshold_uncertainty_score":0.8265981},"labels":[],"label_agreement":null},{"id":"W1480895052","doi":"10.4000/vertigo.11436","title":"Perception sectorielle face À la nécessité d’une vision globale et partagée de l’estuaire de la Seine","year":2011,"lang":"fr","type":"article","venue":"VertigO","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"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":"Geography; Estuary; Forestry; Geology; Oceanography","score_opus":0.008481457489506138,"score_gpt":0.23707987309946996,"score_spread":0.22859841560996383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480895052","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":[0.9184147,0.0002680709,0.016545223,0.000733905,0.00043200105,0.00019605992,0.000058207068,0.000089333116,0.063262485],"genre_scores_gemma":[0.9871928,0.00039678937,0.0027233034,0.00020138701,0.00008409983,0.000013038109,0.000019231737,0.000037556092,0.009331762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979062,0.0004921285,0.00027420165,0.00042728812,0.00029898857,0.0006011786],"domain_scores_gemma":[0.9991211,0.000105536456,0.00009829655,0.00036746397,0.00001015144,0.00029742785],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006558049,0.00026810943,0.00022030274,0.000029993444,0.00020422833,0.000089146684,0.00031370035,0.00034056182,0.0038023274],"category_scores_gemma":[0.000045567886,0.00027291407,0.00011347902,0.00030720027,0.00024899977,0.0004263808,0.00033518457,0.0003006658,0.0017199008],"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":[0.00012986457,0.00070970855,0.9253073,0.00016504228,0.000036639274,0.00021516522,0.014781406,0.0030258482,0.019874835,0.0018562129,0.00942826,0.024469744],"study_design_scores_gemma":[0.0006550268,0.00027315758,0.8574501,0.00024136869,0.000065320055,0.00028052536,0.0015301547,0.05469623,0.00057204894,0.0012131596,0.08256764,0.00045522352],"about_ca_topic_score_codex":0.012226422,"about_ca_topic_score_gemma":0.0062078284,"teacher_disagreement_score":0.07313938,"about_ca_system_score_codex":0.0006681665,"about_ca_system_score_gemma":0.00006254371,"threshold_uncertainty_score":0.9999723},"labels":[],"label_agreement":null},{"id":"W1484190838","doi":"10.1002/wsb.431","title":"Integrated damage management reduces grazing of wild rice by resident Canada geese in New Jersey","year":2014,"lang":"en","type":"article","venue":"Wildlife Society Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"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":"Grazing; Flyway; Culling; Waterfowl; Wildlife; Wetland; Goose; Marsh; Biology; Population; Branta; Herbivore; Grazing pressure; Ecology; Geography; Fishery; Habitat; Demography","score_opus":0.003530454940035835,"score_gpt":0.17634743586768462,"score_spread":0.17281698092764877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484190838","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":[0.98197025,0.00004703318,0.00047792372,0.0056656883,0.00017305555,0.0003364234,0.00002964156,0.0000384044,0.01126156],"genre_scores_gemma":[0.9886494,0.000100373996,0.0027006927,0.0015590773,0.000034809113,0.0000112565895,0.000045695462,0.000030125988,0.006868519],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805665,0.000103761646,0.00045097806,0.00042738052,0.0005273158,0.000433886],"domain_scores_gemma":[0.99921125,0.000079495265,0.00017869542,0.000343028,0.000008727505,0.00017881047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057761767,0.00021938261,0.00027648173,0.00002028699,0.00009428634,0.000030243695,0.0004276757,0.00008414456,0.0005876492],"category_scores_gemma":[0.000049010465,0.00021301916,0.0001011806,0.00036383432,0.00008686243,0.000058907444,0.00037478516,0.0002190961,0.00008532387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015844716,0.000045765002,0.04219093,0.00005750498,0.000029032846,0.000005996688,0.0004619895,0.0013489631,0.0010494528,0.000034230456,0.95369136,0.0010689549],"study_design_scores_gemma":[0.0015138058,0.00007870147,0.093453355,0.0002997682,0.00004438253,0.0000047483013,0.0056131408,0.009104563,0.00038963533,0.0001132906,0.888694,0.00069062534],"about_ca_topic_score_codex":0.70307046,"about_ca_topic_score_gemma":0.51902056,"teacher_disagreement_score":0.18404989,"about_ca_system_score_codex":0.00065034226,"about_ca_system_score_gemma":0.00006404228,"threshold_uncertainty_score":0.8686669},"labels":[],"label_agreement":null},{"id":"W1486935579","doi":"10.4000/etudescaribeennes.6970","title":"L’adaptation en zone côtière : de la parole aux actes : études de cas de deux territoires du Sud-Est du Nouveau-Brunswick (Canada) concernant les dynamiques sociales et les apprentissages mutuels de communautés côtières face aux enjeux climatiques et à la gouvernance locale","year":2014,"lang":"fr","type":"article","venue":"Études caribéennes","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Université de Moncton","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.01421630559682588,"score_gpt":0.2572051387687107,"score_spread":0.24298883317188483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1486935579","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":[0.9492528,0.0039249016,0.03478006,0.007815008,0.0002840378,0.00058763236,0.000692567,0.00029359618,0.0023694271],"genre_scores_gemma":[0.97631794,0.013992149,0.008120955,0.00037287246,0.00028016954,0.00012181074,0.00020100831,0.00016861038,0.0004244865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99169517,0.004126403,0.0009427335,0.00087587,0.0007967781,0.0015630664],"domain_scores_gemma":[0.9935961,0.0044412455,0.00069302274,0.0006560206,0.00013570658,0.00047791627],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033284442,0.0009607789,0.0009926345,0.00010412255,0.0011112996,0.0006186305,0.0013844665,0.000822268,0.00014357142],"category_scores_gemma":[0.0011498337,0.0010052416,0.0003090947,0.00025036777,0.0015627665,0.0010064968,0.0010393419,0.0010033632,0.000012133896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009505418,0.00056150253,0.78732806,0.00103133,0.0002740019,0.00016906827,0.02457186,0.047369704,0.004465762,0.10178095,0.0013361454,0.031016564],"study_design_scores_gemma":[0.00087504194,0.00025973143,0.69127464,0.0015041465,0.0002730492,0.00037060084,0.01827402,0.23803186,0.0017299897,0.002453363,0.043644555,0.0013090078],"about_ca_topic_score_codex":0.905908,"about_ca_topic_score_gemma":0.9940476,"teacher_disagreement_score":0.19066216,"about_ca_system_score_codex":0.0031718202,"about_ca_system_score_gemma":0.0033843943,"threshold_uncertainty_score":0.9992398},"labels":[],"label_agreement":null},{"id":"W1487113863","doi":"10.1111/acv.12135","title":"Effect of the invasive common reed on the abundance, richness and diversity of birds in freshwater marshes","year":2014,"lang":"en","type":"article","venue":"Animal Conservation","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Bird Studies Canada","keywords":"Species richness; Marsh; Ecology; Abundance (ecology); Biology; Wetland; Common species; Biodiversity; Generalist and specialist species; Species diversity; Vegetation (pathology); Habitat","score_opus":0.006962000748321152,"score_gpt":0.19084770557787356,"score_spread":0.1838857048295524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487113863","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":[0.99869645,0.0000017488534,0.000005786408,0.0004294908,0.000021081118,0.00019294154,0.00000986878,0.0000037869581,0.0006388708],"genre_scores_gemma":[0.99985856,0.0000019721774,0.000005938745,0.00009720837,0.0000028940328,0.000002984622,0.0000018089152,0.0000028718675,0.00002575902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994448,0.00015662514,0.000111225876,0.00008931381,0.00013288589,0.00006514174],"domain_scores_gemma":[0.9993205,0.00043463462,0.000092577444,0.00013692936,0.0000056180916,0.000009726356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046144193,0.000055532546,0.00009860814,0.000013262405,0.00008251966,0.000007339705,0.00014099576,0.000028714287,0.00002327684],"category_scores_gemma":[0.00010481907,0.000030651052,0.000020276686,0.00013013168,0.000115163086,0.000080830934,0.00034646696,0.00005225376,0.0000056493536],"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":[0.00011560926,0.000009810951,0.9906349,0.000029014853,0.000002250756,1.4621722e-7,0.00017668704,0.000035992936,0.008418332,0.00020194612,0.000097794305,0.00027751632],"study_design_scores_gemma":[0.00020581532,0.0002522545,0.98768353,0.000044713383,0.000006284945,6.741054e-7,0.000032944143,0.0053374325,0.006029981,0.0003003547,0.000069322596,0.000036688998],"about_ca_topic_score_codex":0.0030268298,"about_ca_topic_score_gemma":0.02581284,"teacher_disagreement_score":0.02278601,"about_ca_system_score_codex":0.000027377468,"about_ca_system_score_gemma":0.0000023952452,"threshold_uncertainty_score":0.99196357},"labels":[],"label_agreement":null},{"id":"W1488069777","doi":"10.1002/ece3.1576","title":"Freshwater wetlands: fertile grounds for the invasive <i><scp>P</scp>hragmites australis</i> in a climate change context","year":2015,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministère des Ressources naturelles et des Forêts; Université Laval","funders":"Environment Canada","keywords":"Wetland; Climate change; Riparian zone; Marsh; Environmental science; Context (archaeology); Ecology; Germination; Invasive species; Halophyte; Geography; Habitat; Biology; Salinity; Agronomy","score_opus":0.02350644310563428,"score_gpt":0.22417725422207307,"score_spread":0.2006708111164388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488069777","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":[0.99722946,0.00012970423,0.00013795891,0.0006090783,0.00036678655,0.0005684017,0.0000628743,0.000022992052,0.00087275263],"genre_scores_gemma":[0.9987424,0.00006209077,0.00006543126,0.00028280442,0.00007877148,0.00028741505,0.000037903916,0.000008972055,0.0004342003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907917,0.000063126085,0.00017363281,0.00022939623,0.00007861024,0.0003760532],"domain_scores_gemma":[0.99936306,0.00035781387,0.0000658894,0.00012569857,0.000011239481,0.00007630349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048270458,0.00011430693,0.00014525528,0.00003582496,0.00015918257,0.000024703928,0.000118610056,0.00013068634,0.0000420492],"category_scores_gemma":[0.00015654632,0.000082446364,0.000031516694,0.00010107566,0.00012214233,0.00025828628,0.00017398111,0.00009788463,0.00014185792],"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":[0.0000434668,0.000041988824,0.9897748,0.000017516535,0.0000080845475,0.000003820707,0.0014509801,0.00018937403,0.00014022633,0.00035777595,0.0077163978,0.0002555444],"study_design_scores_gemma":[0.0011464173,0.00024607556,0.9670622,0.000016611264,0.00002251379,0.000030785566,0.0020717308,0.014554003,0.00003635245,0.0034169508,0.011316003,0.00008038244],"about_ca_topic_score_codex":0.001078554,"about_ca_topic_score_gemma":0.29235893,"teacher_disagreement_score":0.2912804,"about_ca_system_score_codex":0.00020706719,"about_ca_system_score_gemma":0.000009795931,"threshold_uncertainty_score":0.72055364},"labels":[],"label_agreement":null},{"id":"W1501429754","doi":"10.22621/cfn.v119i1.82","title":"Effects of Wetland Creation on Breeding Season Bird Use in Boreal Eastern Ontario","year":2005,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wetland; Habitat; Species richness; Ecology; Marsh; Waterfowl; Obligate; Boreal; Abundance (ecology); Vegetation (pathology); Geography; Biology","score_opus":0.008564437790769883,"score_gpt":0.19873258280813316,"score_spread":0.1901681450173633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501429754","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":[0.9846119,0.0000067218716,0.0000058868786,0.001813395,0.00013577266,0.00024661352,0.000008088902,0.000013111667,0.013158469],"genre_scores_gemma":[0.99585885,0.0000026340401,0.000036981,0.0006587493,0.000047428406,0.0000063155253,0.000011076328,0.00001204878,0.0033659062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991554,0.000043732456,0.00016425567,0.00018623797,0.00017994053,0.00027041227],"domain_scores_gemma":[0.9993888,0.0001772602,0.00006179129,0.00021895906,0.0000061226297,0.00014704673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016580429,0.00011429405,0.00012401007,0.00006262536,0.00010161412,0.000058391186,0.00021957856,0.000098336655,0.00034866945],"category_scores_gemma":[0.000072115574,0.000087666835,0.00003908358,0.00013646527,0.000038036807,0.00017581074,0.000048696533,0.00023719507,0.00019424623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060829767,0.000021056334,0.986031,0.00002167696,0.0000095245205,0.000027660604,0.0013901273,0.0013352381,0.00034693917,0.00020004786,0.0032510574,0.0073048607],"study_design_scores_gemma":[0.00040433562,0.00006292997,0.9803765,0.00009416878,0.000014116166,0.000009262731,0.000031325977,0.0067174034,0.0005392261,0.00005374191,0.011527552,0.000169443],"about_ca_topic_score_codex":0.98024106,"about_ca_topic_score_gemma":0.9998518,"teacher_disagreement_score":0.019610792,"about_ca_system_score_codex":0.0011369821,"about_ca_system_score_gemma":0.000046236564,"threshold_uncertainty_score":0.38176858},"labels":[],"label_agreement":null},{"id":"W1504058065","doi":"10.1002/2013ef000145","title":"Storm‐induced changes in coastal geomorphology control estuarine secondary productivity","year":2013,"lang":"en","type":"article","venue":"Earth s Future","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; Dalhousie University","funders":"","keywords":"Estuary; Storm; Environmental science; Oceanography; Ecosystem; Bay; Climate change; Inlet; Productivity; Fishery; Hydrology (agriculture); Ecology; Geology; Biology","score_opus":0.004102987434480233,"score_gpt":0.17767295081253046,"score_spread":0.17356996337805022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504058065","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":[0.99297297,0.000020833038,0.00003201316,0.0029381663,0.00064748275,0.000651984,0.00003626918,0.000049661776,0.0026506104],"genre_scores_gemma":[0.9980731,0.000004975763,0.00012729407,0.00027827997,0.00038063433,0.00006919707,0.000034491277,0.000018227505,0.0010138012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869287,0.000089564055,0.0001714876,0.00041687058,0.000197805,0.0004314023],"domain_scores_gemma":[0.9994383,0.000028328386,0.0000799239,0.0003269759,0.0000106663865,0.000115831375],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022612313,0.00018960894,0.00025774867,0.0000501936,0.000078006095,0.000029887224,0.00018418061,0.00013156292,0.00844001],"category_scores_gemma":[0.00002285445,0.00016549826,0.000036780824,0.00019983582,0.000062999155,0.0002603601,0.00020242468,0.0003511615,0.0013839434],"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":[0.0000715893,0.00022554431,0.84630936,0.000039125684,0.000022640485,0.000083344814,0.0008508947,0.00033566076,0.054154728,0.000038552065,0.0039819553,0.09388659],"study_design_scores_gemma":[0.0008731002,0.00015238636,0.9783545,0.000006221675,0.000004629518,0.00006530008,0.0001955133,0.0010382525,0.0003175194,0.00006647966,0.01870787,0.00021822129],"about_ca_topic_score_codex":0.0062682787,"about_ca_topic_score_gemma":0.34423825,"teacher_disagreement_score":0.33797,"about_ca_system_score_codex":0.0000500224,"about_ca_system_score_gemma":0.000017497288,"threshold_uncertainty_score":0.9993936},"labels":[],"label_agreement":null},{"id":"W1522738777","doi":"10.1016/0967-0653(94)93567-x","title":"10.1016/0967-0653(94)93567-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Mangrove; Plant litter; Litter; Nature reserve; Forestry; Environmental science; Geography; Agroforestry; Ecology; Ecosystem; Biology; Archaeology","score_opus":0.0033131440778342474,"score_gpt":0.1487261019821298,"score_spread":0.14541295790429554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522738777","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":[0.008631231,0.0000069168923,0.0000028300701,0.00013601217,0.0000023025843,0.0001908321,0.000023376955,0.00010999125,0.9908965],"genre_scores_gemma":[0.002833754,1.4243118e-7,0.00012030427,0.000037298254,0.000051811952,0.000014958026,0.000018360186,0.000023704742,0.99689966],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889547,0.000028487038,0.00017955042,0.00030045732,0.00024902468,0.00034701382],"domain_scores_gemma":[0.9994023,0.000025403764,0.00002618626,0.0003406938,0.0000037062491,0.00020170475],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014545486,0.0001474575,0.00014550681,0.000024694536,0.00009462391,0.00004105766,0.00030059862,0.000056947014,0.99944085],"category_scores_gemma":[0.000013366692,0.00014026636,0.000054931344,0.00022661807,0.00003631578,0.00014161588,0.00016512192,0.00008293802,0.99953294],"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":[0.000042565116,0.000053095784,0.000010068332,0.00000462095,0.0000066305374,0.000009593381,0.000027057029,0.0019150518,0.00006479962,3.6255526e-7,0.21637161,0.78149456],"study_design_scores_gemma":[0.00013621541,0.000080169055,0.0003728115,0.000008623463,0.0000073714223,0.00001528906,0.0000011361938,0.003324679,0.000018937017,0.000011724574,0.9958254,0.00019761063],"about_ca_topic_score_codex":0.00022967652,"about_ca_topic_score_gemma":0.000023276412,"teacher_disagreement_score":0.78129697,"about_ca_system_score_codex":0.0001322424,"about_ca_system_score_gemma":0.0000051930842,"threshold_uncertainty_score":0.5719896},"labels":[],"label_agreement":null},{"id":"W1542174147","doi":"10.4319/lom.2004.2.226","title":"INSSECT—an instrumented platform for investigating floc properties close to the seabed","year":2004,"lang":"en","type":"article","venue":"Limnology and Oceanography Methods","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada; Dalhousie University","funders":"Office of Naval Research","keywords":"Settling; Water column; Tripod (photography); Instrumentation (computer programming); Current meter; Seabed; Geology; Environmental science; Flushing; Marine engineering; Remote sensing; Computer science; Engineering; Oceanography; Environmental engineering","score_opus":0.03363492208085676,"score_gpt":0.2956917617184205,"score_spread":0.2620568396375637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542174147","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":[0.9781015,0.00007638039,0.019565793,0.000977458,0.00023518248,0.0006391386,0.000011287231,0.0000809543,0.00031229467],"genre_scores_gemma":[0.85194135,0.00001504385,0.14703842,0.00082764245,0.000039215913,0.00007885659,0.0000087965445,0.000016051696,0.000034619377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987526,0.00014918223,0.00024756475,0.00036786316,0.00009917341,0.00038361092],"domain_scores_gemma":[0.9993668,0.000099888624,0.000071557,0.00029666364,0.00000989917,0.00015517822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093797815,0.00018038158,0.00020053846,0.00008586778,0.00045262053,0.00004463545,0.0002753687,0.00013112683,0.000015505731],"category_scores_gemma":[0.00014246968,0.00011907402,0.00006968612,0.00041093066,0.00027969514,0.00023778228,0.00026310308,0.0001730658,0.000009724039],"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":[0.0005515446,0.00032900862,0.51729554,0.00021382776,0.00026789305,0.00000642558,0.027788086,0.005783311,0.06363663,0.008926054,0.00015884197,0.37504286],"study_design_scores_gemma":[0.008754805,0.0074783405,0.58976483,0.00039263628,0.00041166705,0.0004146707,0.017701708,0.05330212,0.09221004,0.18647839,0.04000986,0.003080954],"about_ca_topic_score_codex":0.00013880507,"about_ca_topic_score_gemma":0.0013783149,"teacher_disagreement_score":0.37196192,"about_ca_system_score_codex":0.000037470152,"about_ca_system_score_gemma":0.000013227307,"threshold_uncertainty_score":0.48556978},"labels":[],"label_agreement":null},{"id":"W1573180688","doi":"10.22621/cfn.v123i1.660","title":"\"Common Wetland Plants in China\" by Zhang Shuren. 2009. [book review]","year":2009,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Zhàng; China; Wetland; Geography; History; Ecology; Biology; Archaeology","score_opus":0.005064790792818235,"score_gpt":0.2062223870472591,"score_spread":0.20115759625444085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573180688","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":[0.376928,0.03297199,0.000007792196,0.19920243,0.0010112622,0.0021808026,0.0006923304,0.00011774965,0.38688764],"genre_scores_gemma":[0.9518714,0.0014778908,0.000009588491,0.034412004,0.000049697705,0.000009525367,0.000120846584,0.000011574663,0.0120375035],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986967,0.00007959812,0.00024454144,0.00027665254,0.00020959493,0.0004929111],"domain_scores_gemma":[0.9991659,0.000047501984,0.000066102315,0.00045792558,0.0000031233342,0.00025947168],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031521593,0.00017868693,0.00022313252,0.00004383201,0.00021688388,0.000058803387,0.0005425465,0.00012435557,0.0044090105],"category_scores_gemma":[0.000040140687,0.0001319667,0.000054672233,0.00020027516,0.000039077306,0.0001565686,0.00005824523,0.0003958813,0.00062111556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000867639,0.00000908814,0.0057266476,0.000018444462,0.0000034155546,0.00004802788,0.00010933041,0.000030499987,0.000080900696,0.00004108002,0.98743767,0.0064861947],"study_design_scores_gemma":[0.0003347198,0.00005494164,0.091113776,0.00039685742,0.00001729797,0.00009078771,0.00002412493,0.001060153,0.000101734,0.00048256907,0.9058526,0.00047040277],"about_ca_topic_score_codex":0.37281635,"about_ca_topic_score_gemma":0.94472164,"teacher_disagreement_score":0.57494336,"about_ca_system_score_codex":0.00041890607,"about_ca_system_score_gemma":0.000028126244,"threshold_uncertainty_score":0.9965011},"labels":[],"label_agreement":null},{"id":"W1579220280","doi":"10.1002/aqc.2354","title":"A plant‐based index of biological integrity in permanent marsh wetlands yields consistent scores in dry and wet years","year":2013,"lang":"en","type":"article","venue":"Aquatic Conservation Marine and Freshwater Ecosystems","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Alberta","funders":"Alberta Innovates; Alberta Conservation Association","keywords":"Marsh; Index of biological integrity; Environmental science; Plant community; Wetland; Species richness; Dry season; Ecology; Macrophyte; Hydrology (agriculture); Habitat; Biology","score_opus":0.018261495788323277,"score_gpt":0.2069535036641141,"score_spread":0.18869200787579082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579220280","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":[0.9985629,0.000013070687,0.00006487812,0.0004196684,0.000056899353,0.00051318173,0.000028465583,0.000012726184,0.00032823207],"genre_scores_gemma":[0.9993744,0.000027940461,0.00019635122,0.00014128847,0.000008625727,0.00006958471,0.00010626032,0.000007352086,0.00006822358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986799,0.00012501364,0.00054555037,0.00027703043,0.00016128705,0.00021124836],"domain_scores_gemma":[0.99943155,0.00018856341,0.00012549428,0.00017197875,0.000009125922,0.00007330974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045574192,0.00014752091,0.00031803228,0.00012447398,0.000023692002,0.000040531046,0.00009726032,0.00012053401,0.00057178014],"category_scores_gemma":[0.000051452695,0.00011901561,0.000026815065,0.00015606302,0.0000951119,0.00013182587,0.00023133434,0.00015045391,0.000026868844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033492182,0.00005755964,0.997863,0.00008257384,0.000006186424,0.000011053911,0.00017568783,0.00003572549,0.00029445323,0.00003642628,0.00017961238,0.0012242337],"study_design_scores_gemma":[0.00061610696,0.00005978367,0.59113765,0.000077181074,0.000003047637,0.0000072074768,0.00011098859,0.40726572,0.000013598552,0.00034950048,0.00025969135,0.00009950256],"about_ca_topic_score_codex":0.22868222,"about_ca_topic_score_gemma":0.7962728,"teacher_disagreement_score":0.5675906,"about_ca_system_score_codex":0.00006845679,"about_ca_system_score_gemma":0.000014369275,"threshold_uncertainty_score":0.77645403},"labels":[],"label_agreement":null},{"id":"W1579610342","doi":"10.1029/2008wr006992","title":"Stability of delta distributary networks and their bifurcations","year":2008,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":147,"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":"Bifurcation; Mechanics; Flow (mathematics); Stability (learning theory); Delta; Physics; Channel (broadcasting); Geology; Geometry; Mathematics; Engineering; Computer science","score_opus":0.03743511762544665,"score_gpt":0.2576064260817692,"score_spread":0.22017130845632255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579610342","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":[0.9968904,0.000058573314,0.00048552675,0.00019232382,0.0000135103555,0.00020420623,0.000045016077,0.000015849648,0.0020945966],"genre_scores_gemma":[0.99959904,0.000048522375,0.000033316497,0.000005453983,0.000020720661,0.000015847852,0.000040526524,0.0000092096925,0.00022737937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986375,0.00019922809,0.00019412866,0.0002563039,0.00031619254,0.00039666612],"domain_scores_gemma":[0.99935406,0.00012886875,0.000019469557,0.000353029,0.00002337363,0.00012121211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000852631,0.000083962805,0.00012996816,0.000041630145,0.00031686624,0.000019091593,0.0002554991,0.000053529795,0.00059391995],"category_scores_gemma":[0.000034817484,0.000051744923,0.00003188252,0.000228195,0.00061752147,0.00008671002,0.0008216909,0.00019888485,0.000050684455],"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":[0.00006138772,0.00011777087,0.9810424,0.000034798544,0.00001315145,0.000008087874,0.0070972163,0.0019390532,0.00630377,0.0000072922953,0.00048601342,0.0028890665],"study_design_scores_gemma":[0.0006766086,0.00037570848,0.746949,0.00004465103,0.000006950904,0.00011078855,0.0022671772,0.16969234,0.016208809,0.0009213054,0.062299144,0.00044752227],"about_ca_topic_score_codex":0.0024115024,"about_ca_topic_score_gemma":0.0013994931,"teacher_disagreement_score":0.2340934,"about_ca_system_score_codex":0.00007781118,"about_ca_system_score_gemma":0.0000041760254,"threshold_uncertainty_score":0.6503007},"labels":[],"label_agreement":null},{"id":"W1580038441","doi":"10.21236/ada540657","title":"Processes Affecting Exchange of Mud between Tidal Channels and Flats","year":2011,"lang":"en","type":"report","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Dalhousie University","funders":"","keywords":"Oceanography; Tidal flat; Geology; Hydrology (agriculture); Environmental science; Geomorphology; Geotechnical engineering; Sediment","score_opus":0.040421550096768906,"score_gpt":0.2550198328728097,"score_spread":0.21459828277604082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580038441","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":[0.57248175,0.00036664132,0.00041334773,0.00001238353,0.00052848225,0.0009400457,0.0001091995,0.00009113918,0.42505702],"genre_scores_gemma":[0.98396254,0.0004952956,0.00029978278,0.0000041785947,0.00026758033,0.000029251141,0.00005230463,0.00004713516,0.014841954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983055,0.000027362463,0.00037607615,0.00045426722,0.0005275608,0.0003092149],"domain_scores_gemma":[0.999121,0.00010167328,0.00036480723,0.00025840075,0.00003432127,0.000119804354],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061582134,0.00027392694,0.00052376784,0.00006979535,0.00006438597,0.000022766035,0.00020614782,0.00026239853,0.001536481],"category_scores_gemma":[0.00013452752,0.00022653105,0.000059500588,0.00018876686,0.00008402115,0.0001375715,0.0007133797,0.00017110756,0.00008434815],"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":[0.000016318365,0.00009657652,0.88612795,0.010508213,0.0001656632,0.000034025375,0.00283531,0.000021301781,0.00016373197,0.0000025424338,0.007304915,0.09272347],"study_design_scores_gemma":[0.0019368865,0.0019504544,0.76819307,0.005518759,0.0012801025,0.00085247227,0.0012531298,0.0010911239,0.0076060677,0.001549798,0.20275885,0.0060092867],"about_ca_topic_score_codex":0.0068887374,"about_ca_topic_score_gemma":0.0065336023,"teacher_disagreement_score":0.41148078,"about_ca_system_score_codex":0.00014011029,"about_ca_system_score_gemma":0.000062704945,"threshold_uncertainty_score":0.99972445},"labels":[],"label_agreement":null},{"id":"W1601762308","doi":"10.1002/0470848944.hsa091","title":"Suspended Sediment Transport – Flocculation and Particle Characteristics","year":2005,"lang":"en","type":"other","venue":"Encyclopedia of Hydrological Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Flocculation; Sediment; Porosity; Sedimentation; Particle (ecology); Extracellular polymeric substance; Sediment transport; Matrix (chemical analysis); Particle size; Flux (metallurgy); Chemical physics; Chemical engineering; Environmental science; Chemistry; Geology; Environmental engineering; Geotechnical engineering; Geomorphology; Chromatography; Bacteria","score_opus":0.007320658899599984,"score_gpt":0.2157586056175398,"score_spread":0.2084379467179398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601762308","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":[0.33236656,0.00010012215,0.000054720822,0.00015522505,0.00017598546,0.00025350717,0.000030387942,0.000060202958,0.6668033],"genre_scores_gemma":[0.9242313,0.0008838033,0.0009428836,0.000059559938,0.00015123984,0.0000132436835,0.000018822348,0.000035097244,0.07366409],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985559,0.000040061954,0.00029002625,0.00042032023,0.0004104713,0.0002832369],"domain_scores_gemma":[0.99950475,0.00004175182,0.00019952997,0.00013892454,0.0000021923115,0.00011284456],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033602907,0.0001808841,0.00028562834,0.000031165822,0.00006994714,0.000010949847,0.00024054153,0.0001582914,0.017240165],"category_scores_gemma":[0.000023823335,0.0001296669,0.000046482666,0.00017219696,0.000423328,0.0000737781,0.0001327888,0.000091099195,0.00013909955],"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":[0.000033879467,0.00031270602,0.9362598,0.00007554796,0.000027746139,0.00003179168,0.000284597,0.0007947589,0.00025248076,0.0007264297,0.013425908,0.04777434],"study_design_scores_gemma":[0.00036311135,0.000443608,0.29483667,0.00006613637,0.00006293628,0.000011531598,0.000032367843,0.017229313,0.000024298723,0.0004424099,0.6859176,0.00057001965],"about_ca_topic_score_codex":0.00031570173,"about_ca_topic_score_gemma":0.0012120984,"teacher_disagreement_score":0.67249167,"about_ca_system_score_codex":0.000029011211,"about_ca_system_score_gemma":0.000009722807,"threshold_uncertainty_score":0.9836582},"labels":[],"label_agreement":null},{"id":"W1605544057","doi":"10.4000/vertigo.16027","title":"Efficacité de rétention des polluants par les marais Ciranga et Kabamba du Lac Kivu, République Démocratique du Congo","year":2015,"lang":"fr","type":"article","venue":"VertigO","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Humanities; Political science; Art","score_opus":0.01811224169290032,"score_gpt":0.2310708099140879,"score_spread":0.21295856822118758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605544057","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":[0.95420074,0.0006660806,0.030469302,0.0069059446,0.0009398892,0.00048302516,0.00018396763,0.00013464494,0.0060163997],"genre_scores_gemma":[0.99263537,0.00070057804,0.0019650536,0.0005632004,0.0002087572,0.000043716274,0.000058334022,0.00006477165,0.003760196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969416,0.0006315219,0.0005227149,0.00057627284,0.0004782202,0.0008496313],"domain_scores_gemma":[0.99847287,0.00017000154,0.00018979551,0.00045922145,0.00006698559,0.00064112677],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011782412,0.000404933,0.0003828282,0.000093896444,0.00032659268,0.0002512881,0.00044542123,0.00037654134,0.0012349949],"category_scores_gemma":[0.0005785413,0.00041193745,0.00019096019,0.00039078583,0.000461514,0.00085492403,0.00041104844,0.00033875275,0.001577025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017150657,0.0005507758,0.9442266,0.00020796499,0.00008753992,0.0001706765,0.0024946486,0.004752122,0.0069621354,0.005578546,0.018334027,0.016463412],"study_design_scores_gemma":[0.0021888656,0.0005780348,0.8510872,0.00042289318,0.000109106324,0.0004244486,0.000682488,0.07907844,0.0013938313,0.005095254,0.058029797,0.0009096449],"about_ca_topic_score_codex":0.010426591,"about_ca_topic_score_gemma":0.037736185,"teacher_disagreement_score":0.09313945,"about_ca_system_score_codex":0.0009331483,"about_ca_system_score_gemma":0.00017337833,"threshold_uncertainty_score":0.9998332},"labels":[],"label_agreement":null},{"id":"W1620024846","doi":"10.22621/cfn.v125i2.1187","title":"The Recent Spread and Potential Distribution of &lt;em&gt;Phragmites australis&lt;/em&gt; subsp. &lt;em&gt;australis&lt;/em&gt; in Canada","year":2011,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Phragmites; Herbarium; Subspecies; Geography; Alien; Invasive species; Nova scotia; Introduced species; Ecology; Biology; Archaeology; Population; Census; Demography; Wetland","score_opus":0.011171081400190672,"score_gpt":0.19606552645811579,"score_spread":0.18489444505792513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1620024846","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":[0.9878491,0.0003476216,0.00001115884,0.0045707054,0.0013453561,0.00091253757,0.001477605,0.000040545623,0.0034453557],"genre_scores_gemma":[0.99560654,0.0003221713,0.00005159112,0.0005509973,0.00015339263,0.000042327192,0.00048633767,0.00005259535,0.0027340308],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99527097,0.0003305205,0.0009740631,0.00086482445,0.0009899529,0.0015696876],"domain_scores_gemma":[0.9970777,0.0002774427,0.00042341562,0.0012514299,0.00010843427,0.00086159597],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010155704,0.0006411003,0.0006049187,0.000119797594,0.0008427138,0.0003045042,0.0014433475,0.00044368993,0.0022281138],"category_scores_gemma":[0.0003132653,0.00048893725,0.00018148785,0.0007437645,0.00035308025,0.00043027368,0.0004069954,0.0008335802,0.000104858256],"study_design_candidate":"observational","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":[0.0018923121,0.000536516,0.16439329,0.000696509,0.0010374628,0.0025577345,0.016577683,0.004142761,0.016553115,0.02222179,0.6930197,0.076371156],"study_design_scores_gemma":[0.0022562596,0.00030574837,0.7914423,0.00036307852,0.0003765562,0.0004487641,0.0036039916,0.005804863,0.0027131476,0.0020408267,0.18810426,0.0025402177],"about_ca_topic_score_codex":0.9444558,"about_ca_topic_score_gemma":0.9997839,"teacher_disagreement_score":0.627049,"about_ca_system_score_codex":0.0027423548,"about_ca_system_score_gemma":0.0006340305,"threshold_uncertainty_score":0.9997562},"labels":[],"label_agreement":null},{"id":"W1634929452","doi":"10.1002/esp.3340","title":"Influence of varying tidal prism on hydrodynamics and sedimentary processes in a hypertidal salt marsh creek","year":2012,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Salt marsh; Intertidal zone; Geology; Deposition (geology); Sedimentary depositional environment; Beach morphodynamics; Sediment; Tidal range; Hydrology (agriculture); Bay; Sedimentation; Tidal irrigation; Structural basin; Tidal power; Marsh; Oceanography; Geomorphology; Estuary; Sediment transport; Wetland; Geotechnical engineering; Ecology","score_opus":0.005182642757571988,"score_gpt":0.1940708374153567,"score_spread":0.1888881946577847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1634929452","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":[0.99853367,0.00041223387,0.000030209012,0.000055542238,0.000025435298,0.00025190655,0.000017025532,0.000024777319,0.00064917724],"genre_scores_gemma":[0.9991014,0.00029914491,0.0003637015,0.00007970708,0.000014062524,0.000008314357,0.000011781157,0.000016698837,0.00010519879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880326,0.0000152655,0.00027221238,0.00026419954,0.0002529127,0.00039217825],"domain_scores_gemma":[0.9995336,0.00009890369,0.000087027525,0.00012494664,0.000012722268,0.00014282673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025218283,0.00018088715,0.00023519898,0.00003477068,0.000090129746,0.000038223814,0.00010769441,0.00007303822,0.000038644033],"category_scores_gemma":[0.00006697349,0.00014382014,0.000014150085,0.00031329168,0.00009663105,0.00066888833,0.0001831145,0.00014022952,0.0000132983705],"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":[0.00007338839,0.00010688868,0.98603886,0.00061894563,0.0000074739805,0.000002972282,0.0012118577,0.010493843,0.0006088938,0.0000026959538,0.0000057994084,0.00082836737],"study_design_scores_gemma":[0.0010548843,0.000326708,0.9814847,0.0003690942,0.000020698832,0.00006359613,0.00028112036,0.013214669,0.0018369014,0.00016099503,0.00071229297,0.0004743294],"about_ca_topic_score_codex":0.0018892116,"about_ca_topic_score_gemma":0.004701031,"teacher_disagreement_score":0.004554163,"about_ca_system_score_codex":0.000025377003,"about_ca_system_score_gemma":0.00002765696,"threshold_uncertainty_score":0.5864816},"labels":[],"label_agreement":null},{"id":"W1651151894","doi":"10.1029/2011wr010874","title":"Salt marsh ecohydrological zonation due to heterogeneous vegetation–groundwater–surface water interactions","year":2012,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":112,"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 Waterloo","funders":"","keywords":"Salt marsh; Hydrology (agriculture); Ecohydrology; Vegetation (pathology); Environmental science; Evapotranspiration; Marsh; Groundwater; Wetland; Sediment; Intertidal zone; Spatial heterogeneity; Geology; Spatial variability; Ecosystem; Ecology; Oceanography; Geomorphology","score_opus":0.03294482055518815,"score_gpt":0.2986171467927703,"score_spread":0.26567232623758213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1651151894","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":[0.9914467,0.000016199292,0.0004513153,0.0011874398,0.00022887738,0.00050623046,0.0000049705573,0.00007852455,0.0060797865],"genre_scores_gemma":[0.9935213,0.000002554167,0.00030593364,0.00012276757,0.00017228683,0.000081807004,0.000058885857,0.00003728233,0.0056972196],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964839,0.00047782375,0.000338971,0.0004588318,0.00090197957,0.0013384472],"domain_scores_gemma":[0.9990015,0.000099153935,0.000022882527,0.00041782434,0.000039227678,0.0004194251],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016391377,0.00019690531,0.00019806482,0.00016057704,0.00048804434,0.00025864266,0.0004687854,0.00010861333,0.004273148],"category_scores_gemma":[0.000033983786,0.00011972993,0.00007806284,0.00022951653,0.00012953764,0.000440973,0.0012797383,0.00037103423,0.02285423],"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":[0.0006046887,0.0013594965,0.15449959,0.00016199485,0.00013086428,0.0001967393,0.055455558,0.14692856,0.6278646,0.00004658253,0.0023390385,0.010412279],"study_design_scores_gemma":[0.0009128956,0.00086720363,0.038748026,0.00007169971,0.000030185603,0.0007064964,0.0004946376,0.051406626,0.17353708,0.0013062132,0.7307095,0.0012094402],"about_ca_topic_score_codex":0.00085978594,"about_ca_topic_score_gemma":0.0013163614,"teacher_disagreement_score":0.7283705,"about_ca_system_score_codex":0.00049072056,"about_ca_system_score_gemma":0.0000023915575,"threshold_uncertainty_score":0.9966371},"labels":[],"label_agreement":null},{"id":"W1663945839","doi":"10.7202/016826ar","title":"Géomorphologie et diversité végétale des marais du Cap Marteau et de l’Isle-Verte, estuaire du Saint-Laurent, Québec","year":2007,"lang":"fr","type":"article","venue":"Géographie physique et Quaternaire","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Geography; Humanities; Forestry; Philosophy","score_opus":0.009308148678627478,"score_gpt":0.23415771920476655,"score_spread":0.22484957052613908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1663945839","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":[0.9624562,0.0011082493,0.00704959,0.022720266,0.0011952781,0.0006907063,0.000086005704,0.00032686617,0.0043667983],"genre_scores_gemma":[0.9865295,0.0072733155,0.0007525007,0.0021770922,0.00023232051,0.000041220366,0.000109464025,0.00013563114,0.0027489443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99474174,0.00070587,0.00074925384,0.001164217,0.0007357638,0.0019031628],"domain_scores_gemma":[0.99742216,0.00042142565,0.00044335367,0.00088622264,0.00006794778,0.0007589211],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021652388,0.00090326724,0.00070984603,0.0002864037,0.0006281444,0.0002497106,0.001121076,0.00044588264,0.0002960577],"category_scores_gemma":[0.00014067534,0.0009517901,0.0006605577,0.0010453181,0.0021701935,0.0011685328,0.001259732,0.0008201911,0.0010637848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017777566,0.00079148205,0.8669221,0.0002676005,0.00020048466,0.0010328474,0.0031572208,0.0011396627,0.001745128,0.0023676087,0.024691533,0.0975066],"study_design_scores_gemma":[0.0011558052,0.00034150603,0.9755642,0.00043767088,0.00014216414,0.0005271629,0.0008514483,0.00040047863,0.00031819136,0.0018230611,0.01738871,0.0010496086],"about_ca_topic_score_codex":0.9039939,"about_ca_topic_score_gemma":0.995592,"teacher_disagreement_score":0.10864213,"about_ca_system_score_codex":0.00195418,"about_ca_system_score_gemma":0.00022502952,"threshold_uncertainty_score":0.999714},"labels":[],"label_agreement":null},{"id":"W1759968854","doi":"10.1139/cjb-2013-0134","title":"Establishing the value of a salt marsh as a potential benchmark: vegetation surveys and paleoecological analyses as assessment tools","year":2013,"lang":"en","type":"article","venue":"Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Center for Northern Studies; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Université Laval","keywords":"Salt marsh; Macrofossil; Marsh; Ecology; Vegetation (pathology); Trampling; Wetland; Estuary; Context (archaeology); Ecosystem; Environmental science; Geography; Biology; Grazing; Pollen; Archaeology","score_opus":0.01572699410481085,"score_gpt":0.2734167898574385,"score_spread":0.2576897957526276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1759968854","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":[0.9877059,0.00004516564,0.0022176052,0.00022260453,0.00009912901,0.0003882264,0.0000063840675,0.00001689247,0.009298133],"genre_scores_gemma":[0.99874663,0.000025823594,0.0008948231,0.0000752565,0.000023816914,0.000034719564,0.000005805593,0.000007710225,0.00018539834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984106,0.00045612347,0.0002777773,0.0002553876,0.0003697597,0.0002303954],"domain_scores_gemma":[0.9991927,0.0003432437,0.00014439174,0.00021945227,0.000017293078,0.00008290986],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011706287,0.00012299487,0.00018053224,0.000021499873,0.00013724723,0.00019542586,0.00020884891,0.00006860454,0.0013364794],"category_scores_gemma":[0.0002167367,0.00008214039,0.00005941315,0.0001721132,0.00010248492,0.00044833485,0.0003090406,0.00011344018,0.000112508955],"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":[0.000016660577,0.00024778725,0.8468231,0.0000539542,0.00009763675,0.00003263317,0.0004587422,0.0070227147,0.0693084,0.0007845142,0.00052872614,0.07462511],"study_design_scores_gemma":[0.00016813487,0.00010742258,0.9619259,0.000013003732,0.0000273193,0.000019728914,0.00017001167,0.03481413,0.000045524397,0.0025584758,0.000047662663,0.0001026453],"about_ca_topic_score_codex":0.003475362,"about_ca_topic_score_gemma":0.0022127442,"teacher_disagreement_score":0.11510282,"about_ca_system_score_codex":0.000084416635,"about_ca_system_score_gemma":0.000018617078,"threshold_uncertainty_score":0.99957645},"labels":[],"label_agreement":null},{"id":"W1820439279","doi":"10.1139/w2012-016","title":"Phylogenetic diversity of nitrogen-fixing bacteria and the<i>nifH</i>gene from mangrove rhizosphere soil","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":35,"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":"National Natural Science Foundation of China","keywords":"Biology; Rhizosphere; Mangrove; Gammaproteobacteria; Phylogenetic diversity; Botany; Phylogenetic tree; Diazotroph; Nitrogen fixation; Bacteria; Ecology; 16S ribosomal RNA; Genetics; Gene","score_opus":0.004756603650186772,"score_gpt":0.1528672783140484,"score_spread":0.14811067466386163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1820439279","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":[0.99794555,0.001058679,0.00005823669,0.00010878145,0.00037370942,0.00006483836,0.00013863166,0.0000011905773,0.00025037356],"genre_scores_gemma":[0.9993917,0.000030381883,0.0003348047,0.000117086245,0.00007629712,3.2558773e-7,0.000007782171,0.0000070087335,0.00003463861],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992138,0.00011307862,0.00024612455,0.00009167198,0.0000350319,0.00030025287],"domain_scores_gemma":[0.9992881,0.00006777381,0.00023132292,0.0001234135,0.0000140404445,0.0002753745],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003185828,0.000099645906,0.00024108106,0.000028725375,0.00014489287,0.000009609308,0.00026285156,0.000080427635,0.00093633373],"category_scores_gemma":[0.000022798215,0.00007425126,0.00007150341,0.000056671874,0.00033752053,0.000072728435,0.00019191387,0.00011342027,0.000033780936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006130818,0.000008528576,0.8174129,0.0000049514256,0.000064971624,0.000012762599,0.0008504497,0.00003724068,0.18020302,0.000016519229,0.000480943,0.0008463791],"study_design_scores_gemma":[0.0065881927,0.00042387086,0.9132816,0.00012127305,0.0004667598,0.0031555505,0.0017828936,0.00015555423,0.04483541,0.0026113703,0.025706816,0.0008706652],"about_ca_topic_score_codex":0.027453044,"about_ca_topic_score_gemma":0.12216778,"teacher_disagreement_score":0.1353676,"about_ca_system_score_codex":0.00012407533,"about_ca_system_score_gemma":0.000046659985,"threshold_uncertainty_score":0.99997693},"labels":[],"label_agreement":null},{"id":"W1823231183","doi":"10.22230/jem.2003v3n1a246","title":"Protecting wetland habitat in the Cypre Watershed Planning Unit, Clayoquot Sound, Vancouver Island, British Columbia","year":2003,"lang":"en","type":"article","venue":"Journal of Ecosystems and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Coastal Health","funders":"Canadian Forest Service; U.S. Forest Service","keywords":"Wetland; Geography; Logging; Temperate rainforest; Environmental resource management; Sound (geography); Clearcutting; Ecosystem; Ecology; Environmental science; Forestry","score_opus":0.009094580835050771,"score_gpt":0.20040153564432014,"score_spread":0.19130695480926938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1823231183","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":[0.9865141,0.000099848825,0.0009770665,0.000032520806,0.00042613698,0.0005928917,0.0000045639513,0.000006348922,0.011346516],"genre_scores_gemma":[0.99886394,0.000042503434,0.00023798396,0.00006191627,0.000047259127,0.000020713938,0.0000010341212,0.000013793554,0.00071087433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984063,0.0002250235,0.00053991185,0.00018682831,0.000344694,0.00029725864],"domain_scores_gemma":[0.9993952,0.00005869,0.00030819394,0.00015347701,0.000012677848,0.00007175054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018916074,0.000116792915,0.0002541079,0.000041473333,0.00024040398,0.00042474715,0.00021661214,0.00004937931,0.00012993801],"category_scores_gemma":[0.000027854425,0.00010618339,0.00006356641,0.00018194747,0.000023823251,0.00026065903,0.000105590545,0.00024244418,0.000008839177],"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":[0.000018794755,0.000071877555,0.97823894,0.00021392196,0.00005243051,0.0004054872,0.00068747666,0.0021927587,0.000029025745,0.000021278413,0.017134648,0.0009333584],"study_design_scores_gemma":[0.008593877,0.0010319597,0.5492106,0.0022938773,0.00024039982,0.004166075,0.033070523,0.009790364,0.000009186516,0.0046878927,0.385647,0.0012582755],"about_ca_topic_score_codex":0.0053409236,"about_ca_topic_score_gemma":0.76201135,"teacher_disagreement_score":0.7566704,"about_ca_system_score_codex":0.00012769848,"about_ca_system_score_gemma":0.0000049826044,"threshold_uncertainty_score":0.8073914},"labels":[],"label_agreement":null},{"id":"W1823434849","doi":"10.1139/cjb-2015-0055","title":"Growth and photosynthesis responses of two co-occurring marsh grasses to inundation and varied nutrients","year":2015,"lang":"en","type":"article","venue":"Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":22,"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. Fish and Wildlife Service; University of Warwick; Nature Conservancy; Office of Research and Development; U.S. Environmental Protection Agency","keywords":"Nutrient; Biology; Eutrophication; Tiller (botany); Biomass (ecology); Agronomy; Marsh; Polyculture; Monoculture; Botany; Environmental science; Ecology; Wetland; Aquaculture","score_opus":0.017046263203187684,"score_gpt":0.2552166934806089,"score_spread":0.23817043027742119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1823434849","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":[0.9972831,0.000014288085,0.00041431774,0.000038263235,0.000038341146,0.00017006625,0.00003239019,0.000013141986,0.0019960771],"genre_scores_gemma":[0.9988148,0.000010130742,0.0010294697,0.000040021216,0.000007900409,0.0000082467095,7.8756733e-7,0.000007859966,0.000080758204],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992999,0.000050481267,0.00014790268,0.00018934866,0.00018243633,0.00012994015],"domain_scores_gemma":[0.9995758,0.00009765113,0.00005677455,0.00011826015,0.000007904618,0.00014361269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027405468,0.000082861254,0.000121940255,0.000038049006,0.000047028225,0.000030364066,0.00007280964,0.000025705094,0.00004903225],"category_scores_gemma":[0.00021664672,0.00007846508,0.000011000037,0.00012386382,0.000050984952,0.00014939335,0.00017565652,0.000028826958,0.000026981319],"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":[0.00013458975,0.000032944197,0.967879,0.000016405493,0.000005818031,0.0000030029223,0.00035700764,0.00001043174,0.02972372,0.00007116735,0.00014442948,0.0016215001],"study_design_scores_gemma":[0.0008916471,0.00018231194,0.9821951,0.00006529265,0.00002528002,0.000024967068,0.0003000895,0.0021339871,0.01087886,0.0012647606,0.0017772606,0.00026047314],"about_ca_topic_score_codex":0.0009072683,"about_ca_topic_score_gemma":0.0009969529,"teacher_disagreement_score":0.01884486,"about_ca_system_score_codex":0.00005212619,"about_ca_system_score_gemma":0.0000082823735,"threshold_uncertainty_score":0.3199713},"labels":[],"label_agreement":null},{"id":"W1826238075","doi":"10.1029/2006gb002854","title":"Sediment organic carbon burial in agriculturally eutrophic impoundments over the last century","year":2008,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":524,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Sediment; Total organic carbon; Watershed; Eutrophication; Environmental science; Deposition (geology); Hydrology (agriculture); Geology; Nutrient; Ecology; Geomorphology","score_opus":0.00486961538088466,"score_gpt":0.19096231028627425,"score_spread":0.1860926949053896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1826238075","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":[0.9961745,0.000113683396,9.732119e-7,0.00028763973,0.0002654048,0.00026523715,0.00006793169,0.000048171274,0.0027764703],"genre_scores_gemma":[0.9995047,0.000086480075,0.000041411262,0.00015136703,0.00012048974,0.000013395017,0.000059824837,0.000008091059,0.000014251838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983004,0.000050744136,0.0003016158,0.00039262383,0.00047159017,0.0004830598],"domain_scores_gemma":[0.9994931,0.00002702931,0.000078957324,0.00025934377,0.000006788289,0.0001347504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000960686,0.00022712121,0.00019007143,0.000012186866,0.00011245996,0.000028151115,0.00039399217,0.00012678797,0.0002898724],"category_scores_gemma":[0.00002470939,0.0001454692,0.0000881893,0.00041789026,0.00016870402,0.00008462257,0.0005654907,0.00015679385,0.00020956177],"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":[0.000056153043,0.0001784256,0.8807806,0.000008194455,0.00001802638,0.000056168832,0.00010595355,0.00007103198,0.116969466,0.000026845233,0.0014808602,0.00024830896],"study_design_scores_gemma":[0.001186677,0.00006240116,0.9892624,0.000035698522,0.000022879189,0.00017840131,0.00010830948,0.0007109239,0.0036603776,0.0006942017,0.0036243526,0.00045337007],"about_ca_topic_score_codex":0.002765766,"about_ca_topic_score_gemma":0.0025901904,"teacher_disagreement_score":0.113309085,"about_ca_system_score_codex":0.00068784185,"about_ca_system_score_gemma":0.000014523251,"threshold_uncertainty_score":0.59320617},"labels":[],"label_agreement":null},{"id":"W182880712","doi":"10.1017/cbo9780511576348.006","title":"<i>Cabomba caroliniana</i> Gray (Cabombaceae)","year":2009,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"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":"Biology; Petal; Ecology; Geography","score_opus":0.008625426621937007,"score_gpt":0.16897248661777153,"score_spread":0.16034705999583454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W182880712","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":[0.0013088014,0.000045154044,0.0001498764,0.000026848837,0.00029020655,0.0005347957,0.00040350857,0.00021165673,0.9970291],"genre_scores_gemma":[0.006821532,0.00011197139,0.00012794993,0.00016406174,0.000115230694,6.246088e-7,0.00009515875,0.00007212752,0.99249136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773383,0.000041786363,0.0003029351,0.0008664787,0.00051778957,0.0005372022],"domain_scores_gemma":[0.9983121,0.000044298013,0.00030129286,0.0009396603,0.000029361154,0.0003732529],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014063556,0.00059620646,0.0005853445,0.000107274114,0.000256963,0.00005686241,0.00089925586,0.0005337746,0.00009845857],"category_scores_gemma":[0.0000062683275,0.00069204165,0.00034233203,0.00001806944,0.00027031873,0.00014825657,0.00092206866,0.00059376756,0.0005360796],"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":[0.00039632115,0.00009896009,0.000516305,0.00022741844,0.00038560052,0.002884294,0.000251812,0.0005323828,0.00033719433,0.5027107,0.4496549,0.042004075],"study_design_scores_gemma":[0.0005107631,0.00007697393,0.00027064004,0.00009525475,0.00017798155,0.000043759108,0.000013834659,0.00032999733,0.00003411141,0.000027810569,0.9976722,0.00074669],"about_ca_topic_score_codex":0.0009952597,"about_ca_topic_score_gemma":0.00028134335,"teacher_disagreement_score":0.54801726,"about_ca_system_score_codex":0.000729846,"about_ca_system_score_gemma":0.000043236138,"threshold_uncertainty_score":0.9995531},"labels":[],"label_agreement":null},{"id":"W1829391624","doi":"10.1002/ece3.225","title":"No evidence for niche segregation in a North American Cattail (<i>Typha</i>) species complex","year":2012,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Trent University","keywords":"Biology; Sympatric speciation; Typha; Hybrid; Sympatry; Niche differentiation; Ecological niche; Ecology; Niche; Abundance (ecology); Habitat; Relative species abundance; Biodiversity; Botany; Wetland","score_opus":0.027333000368101653,"score_gpt":0.2515256944552579,"score_spread":0.22419269408715625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1829391624","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":[0.9978145,0.00003646442,0.0007851884,0.00018485951,0.00017809577,0.00026284298,0.000008827255,0.000016501854,0.0007127182],"genre_scores_gemma":[0.9985758,0.000024428571,0.0006984089,0.00008057078,0.00005730983,0.000048632683,0.00002048063,0.0000049768164,0.0004893978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999301,0.00005541271,0.00014239836,0.00015938087,0.000061065155,0.00028073025],"domain_scores_gemma":[0.99961966,0.0001480129,0.00007726546,0.00009008966,0.000007566482,0.00005743066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026614126,0.000077473924,0.00011930425,0.00003147397,0.000113537,0.000006708107,0.000063685635,0.00003732955,0.00011684479],"category_scores_gemma":[0.00011479137,0.00007481967,0.000019765157,0.00017418036,0.00014306871,0.00028049998,0.00008059914,0.00006097844,0.0002144072],"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":[0.000045168952,0.000035413435,0.9974302,0.000011214201,0.000002346112,2.0449042e-7,0.00014879908,0.00024162915,0.00055737456,0.00011617756,0.00088076625,0.0005307102],"study_design_scores_gemma":[0.00017914336,0.00010430846,0.9863318,0.000004076817,0.0000071888744,0.0000064526107,0.00006034966,0.01128698,0.0000040630607,0.00008622487,0.0018421513,0.000087226275],"about_ca_topic_score_codex":0.00080815656,"about_ca_topic_score_gemma":0.11465596,"teacher_disagreement_score":0.1138478,"about_ca_system_score_codex":0.00031077987,"about_ca_system_score_gemma":0.0000071666136,"threshold_uncertainty_score":0.9014993},"labels":[],"label_agreement":null},{"id":"W1861061651","doi":"10.22621/cfn.v120i4.348","title":"Use of Saltmarsh by Dragonflies (Odonata) in the Baie des Chaleurs Region of Quebec and New Brunswick in Late Summer and Autumn","year":2006,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Nova Scotia Hospital","funders":"","keywords":"Odonata; Dragonfly; Ecology; Geography; Biology","score_opus":0.020870592939390413,"score_gpt":0.20623113594895623,"score_spread":0.1853605430095658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1861061651","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":[0.9929752,0.00024018052,0.0000018284006,0.005667587,0.000031746178,0.00016491159,0.000017880957,0.0000028407205,0.0008978436],"genre_scores_gemma":[0.996008,0.000077057426,0.00002275904,0.00040937285,0.000008990576,0.0000013794418,0.000012651739,0.000006437971,0.0034533972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992587,0.00007597728,0.000187308,0.0001537758,0.00011045191,0.00021378067],"domain_scores_gemma":[0.99946445,0.00017996614,0.00006553146,0.00021390477,0.000004749255,0.000071420174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020218342,0.00009718294,0.0001340226,0.000051732677,0.00007117666,0.000041233467,0.00018948587,0.00007931439,0.000045562156],"category_scores_gemma":[0.000043872584,0.00006583971,0.000019255016,0.00017896436,0.0002221881,0.00016223603,0.000057491772,0.00015633808,0.0000024136286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030943378,0.000014577534,0.96706337,0.000050167353,0.0000052920473,0.00003331622,0.002260833,0.00032014016,0.00025832487,0.001437992,0.02189569,0.0066293543],"study_design_scores_gemma":[0.00019539881,0.000017238319,0.9902447,0.00005331929,0.00000685572,0.00001561514,0.00015369213,0.0008156927,0.000074030715,0.00083736866,0.00747638,0.000109692584],"about_ca_topic_score_codex":0.99302334,"about_ca_topic_score_gemma":0.9996984,"teacher_disagreement_score":0.023181347,"about_ca_system_score_codex":0.00012680855,"about_ca_system_score_gemma":0.00006017778,"threshold_uncertainty_score":0.26848656},"labels":[],"label_agreement":null},{"id":"W1867630877","doi":"10.1139/er-2013-0003","title":"Impacts from ditching salt marshes in the mid-Atlantic and northeastern United States","year":2013,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"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":"Marsh; Nekton; Salt marsh; Phragmites; Brackish marsh; Environmental science; Wetland; Ecology; Estuary; Peat; Invertebrate; Hydrology (agriculture); Oceanography; Biology; Geology","score_opus":0.008707754446350628,"score_gpt":0.2033713842115625,"score_spread":0.19466362976521187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1867630877","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":[0.99701816,0.0014043459,0.0000547212,0.00031361065,0.000048817932,0.00079387915,0.000016720596,0.000011138343,0.000338625],"genre_scores_gemma":[0.9926268,0.0061274893,0.00020028332,0.0006461956,0.000026010937,0.00006695595,0.00019912845,0.000018773526,0.000088347144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984704,0.0002458144,0.00039165848,0.00032496484,0.0002443494,0.00032279434],"domain_scores_gemma":[0.9992662,0.0001386909,0.00012798561,0.00035391512,1.5621143e-7,0.00011303096],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037365226,0.0002258701,0.00026270322,0.00003314429,0.00009931073,0.00009025001,0.00028671513,0.000044509157,0.0011389415],"category_scores_gemma":[0.000022268589,0.00014211092,0.000055853274,0.00013037442,0.000101257676,0.00030100407,0.00027568438,0.00017186571,0.0025861112],"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":[0.0000046170157,0.00007319015,0.97015625,0.000015131131,0.0000054678826,0.00000859434,0.0014383341,0.000059936392,0.0016097433,8.411931e-7,0.0003758588,0.026252054],"study_design_scores_gemma":[0.0002889296,0.000045833185,0.94177145,0.00010522346,0.000018309634,0.000019707162,0.0006611156,0.0053165243,0.000016736067,0.0004303422,0.051072687,0.00025312218],"about_ca_topic_score_codex":0.015961168,"about_ca_topic_score_gemma":0.008118478,"teacher_disagreement_score":0.050696827,"about_ca_system_score_codex":0.00012956242,"about_ca_system_score_gemma":0.0000011948512,"threshold_uncertainty_score":0.99977416},"labels":[],"label_agreement":null},{"id":"W1896863224","doi":"10.1007/s11368-015-1296-y","title":"“Fertile island” effects of Tamarix chinensis Lour. on soil N and P stoichiometry in the coastal wetland of Laizhou Bay, China","year":2015,"lang":"en","type":"article","venue":"Journal of Soils and Sediments","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"National Natural Science Foundation of China","keywords":"Ecological stoichiometry; Subsoil; Topsoil; Bay; Wetland; Environmental science; Soil water; Ecosystem; Ammonium; Ecology; Soil science; Chemistry; Biology; Geology; Oceanography","score_opus":0.0054242416978327185,"score_gpt":0.20794850367634077,"score_spread":0.20252426197850804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1896863224","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":[0.9983038,0.00017451993,0.000054007665,0.00015902586,0.00013547315,0.00011051209,0.0000144481,0.0000014073966,0.0010468321],"genre_scores_gemma":[0.9997253,0.00008009317,0.000046252637,0.000051849467,0.000032226435,9.1144403e-7,0.000001724977,0.0000076019205,0.0000540709],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878466,0.000090731875,0.0003794562,0.00011027522,0.00048078867,0.00015407974],"domain_scores_gemma":[0.9993007,0.00012118607,0.0003419994,0.000110449866,0.000014702902,0.00011091416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061017764,0.00012408188,0.00032958767,0.000104599196,0.00003455597,0.00001955219,0.00014475544,0.000056001205,0.000015348794],"category_scores_gemma":[0.00006387167,0.00007517529,0.000049399274,0.00018271261,0.00008015202,0.0001374168,0.00013050166,0.00017132341,0.000001900838],"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":[0.00038487883,0.0004611113,0.98053694,0.00015826298,0.00006274347,0.000049273236,0.003675999,0.0013354523,0.0054819994,0.000009600678,0.001310999,0.006532735],"study_design_scores_gemma":[0.0029183293,0.0014496387,0.98946255,0.00020814297,0.000048029902,0.000083847604,0.0004819383,0.003561531,0.0011334448,0.0003266319,0.00019911503,0.00012680597],"about_ca_topic_score_codex":0.0004012032,"about_ca_topic_score_gemma":0.0016475545,"teacher_disagreement_score":0.0089256,"about_ca_system_score_codex":0.000026088419,"about_ca_system_score_gemma":0.000013772017,"threshold_uncertainty_score":0.30655593},"labels":[],"label_agreement":null},{"id":"W1898595119","doi":"10.1139/cjb-2015-0066","title":"Classification and environmental correlates of tidal wetland vegetation in Nova Scotia, Canada","year":2015,"lang":"en","type":"article","venue":"Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Saint Mary's University; Vanguard College","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brackish marsh; Wetland; Salt marsh; Plant community; Marsh; Spartina alterniflora; Bay; Vegetation (pathology); Ecology; Salinity; Brackish water; Environmental science; Oceanography; Biology; Ecological succession; Geology","score_opus":0.010153024163014243,"score_gpt":0.19217858617178543,"score_spread":0.18202556200877118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1898595119","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":[0.9975489,0.000060126546,0.000040832456,0.000046802335,0.0001018681,0.000106760555,0.000011486027,0.0000038873527,0.0020793518],"genre_scores_gemma":[0.99978244,0.0000041463986,0.000085195796,0.000011646724,0.0000067603232,0.0000014721304,0.000008151239,0.0000056937574,0.00009450833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993849,0.000020832696,0.00016479281,0.00013682131,0.00018689386,0.00010577703],"domain_scores_gemma":[0.9997499,0.00002031289,0.00006565264,0.000095380456,0.000001639962,0.00006711995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012071198,0.00006454406,0.000085504005,0.0000152404755,0.000012424032,0.0000062003696,0.000055217806,0.000032635784,0.000057666548],"category_scores_gemma":[0.000014530346,0.00006340939,0.000007642921,0.00006617701,0.000044920926,0.00009381945,0.00005715492,0.00004564782,0.00003229024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010600883,0.00001925731,0.9931076,0.0000047467092,0.0000016567769,0.000003086778,0.00013196461,0.0005474714,0.0052208537,0.000012992049,0.00015098919,0.0007887715],"study_design_scores_gemma":[0.00030727516,0.000024062827,0.9602617,0.000011219562,0.000003574937,0.000009672305,0.00030852365,0.038745224,0.00006190803,0.000063754844,0.0001326072,0.000070489434],"about_ca_topic_score_codex":0.2989851,"about_ca_topic_score_gemma":0.94834256,"teacher_disagreement_score":0.64935744,"about_ca_system_score_codex":0.00028851512,"about_ca_system_score_gemma":0.000024066188,"threshold_uncertainty_score":0.70568305},"labels":[],"label_agreement":null},{"id":"W1927616579","doi":"10.1002/wsb.345","title":"Ten years of resident Canada goose damage management in a New Jersey tidal freshwater wetland","year":2013,"lang":"en","type":"article","venue":"Wildlife Society Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"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":"Waterfowl; Flyway; Goose; Wetland; Fishery; Wildlife; Threatened species; Geography; Ecology; Wader; Nest (protein structural motif); Marsh; Wildlife management; Population; Predation; Habitat; Biology","score_opus":0.0038496867809783295,"score_gpt":0.17391318551969465,"score_spread":0.17006349873871632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1927616579","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":[0.9867415,0.000015595924,0.000029463936,0.006407785,0.000111604735,0.00049424835,0.000027967193,0.000020943122,0.0061509237],"genre_scores_gemma":[0.96979344,0.00006409953,0.003541279,0.0024131075,0.000057540077,0.00003371113,0.00003162788,0.0000360397,0.024029136],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99843204,0.00004227161,0.000344221,0.00032235606,0.00045726,0.00040187873],"domain_scores_gemma":[0.99935704,0.000036336816,0.000097659446,0.00033606793,0.0000058866876,0.00016701547],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021115942,0.00015709581,0.00020931735,0.000017772069,0.000043689477,0.000031704014,0.000318292,0.00007156611,0.008281616],"category_scores_gemma":[0.0000114887325,0.00015403942,0.00009602002,0.0001649065,0.00006507395,0.00005936387,0.00046769824,0.00014435193,0.00066935836],"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":[0.000008076213,0.000031592364,0.15928076,0.000032661075,0.000029379291,0.00002368237,0.00055838586,0.0008889183,0.00013413737,0.000012820822,0.8371494,0.0018501895],"study_design_scores_gemma":[0.0010125387,0.000030061514,0.53723973,0.00006270157,0.000016998009,0.000003929008,0.0014140913,0.0021847964,0.000025181904,0.00010698942,0.45759478,0.00030820307],"about_ca_topic_score_codex":0.8204332,"about_ca_topic_score_gemma":0.84855366,"teacher_disagreement_score":0.37955463,"about_ca_system_score_codex":0.0004187479,"about_ca_system_score_gemma":0.000051642943,"threshold_uncertainty_score":0.99262494},"labels":[],"label_agreement":null},{"id":"W1932153108","doi":"10.5376/ijms.2014.04.0058","title":"Mangroves and associates in the estuaries of Tamil Nadu coast of India","year":2014,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"","keywords":"Tamil; Mangrove; Estuary; Fishery; Geography; Biology; Art","score_opus":0.0030258337206649317,"score_gpt":0.2105447069314637,"score_spread":0.2075188732107988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1932153108","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":[0.9954488,0.000005496877,0.00009875249,0.00032684,0.00017717697,0.000030203086,0.0000034320801,8.6181257e-7,0.003908433],"genre_scores_gemma":[0.9992784,0.000020989326,0.00059432763,0.00004929284,0.00002335521,3.8475778e-7,4.1213985e-7,0.0000018263088,0.00003097428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873513,0.00003839048,0.00031345693,0.00007744227,0.0007431128,0.00009247953],"domain_scores_gemma":[0.99925995,0.0001972602,0.0003739739,0.000071228926,0.000068435984,0.000029129713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016694753,0.000050212373,0.00011433135,0.0001040343,0.000028465889,0.000033332515,0.0007072401,0.000014633407,0.000047929556],"category_scores_gemma":[0.00046291848,0.00003318103,0.00002833675,0.00019338056,0.00040263496,0.00028974167,0.0005129865,0.000080526384,0.0000015964658],"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":[0.000018266195,0.00004903768,0.9819098,0.0000040662335,0.000006074201,0.0000033934293,0.0008288627,0.00028797385,0.0033761663,0.0010225463,0.000037463058,0.012456335],"study_design_scores_gemma":[0.00023735808,0.0000884605,0.9933756,0.000027921455,0.0000033737135,0.00006054893,0.00042625002,0.0018481519,0.0005617153,0.0031915572,0.00014310099,0.00003596004],"about_ca_topic_score_codex":0.00075450004,"about_ca_topic_score_gemma":0.0016746541,"teacher_disagreement_score":0.012420375,"about_ca_system_score_codex":0.000060122824,"about_ca_system_score_gemma":0.000023758786,"threshold_uncertainty_score":0.14835253},"labels":[],"label_agreement":null},{"id":"W1942845775","doi":"10.1111/1365-2745.12473","title":"Strategies for a successful plant invasion: the reproduction of <i>Phragmites australis</i> in north‐eastern North America","year":2015,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université de Montréal; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biological dispersal; Phragmites; Biology; Ecology; Sexual reproduction; Genetic diversity; Invasive species; Reproduction; Population; Wetland; Demography","score_opus":0.02443691848185417,"score_gpt":0.2356188625906902,"score_spread":0.21118194410883603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1942845775","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":[0.9980632,0.00002266065,0.00025372877,0.0008116997,0.00038392944,0.00017493665,0.000017461374,0.000002815402,0.00026955674],"genre_scores_gemma":[0.9994505,0.000022692433,0.00029931997,0.000047702637,0.00010016348,0.0000064555697,0.0000066250727,0.000005880013,0.000060679355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989324,0.000099734505,0.0004884192,0.00013692246,0.00016597997,0.00017651984],"domain_scores_gemma":[0.9990737,0.00011945221,0.00053521036,0.00016665441,0.000041516825,0.000063456355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057192385,0.00008414999,0.00024275137,0.000055126344,0.000032769505,0.00001685593,0.00025811157,0.00004176864,0.000058055222],"category_scores_gemma":[0.00010984519,0.000055154673,0.000060279377,0.00020568485,0.000105554376,0.0002728243,0.000094182105,0.00013594507,0.000012923521],"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":[0.00015181804,0.000085951964,0.96077263,0.000016320237,0.000013881652,0.000019223986,0.00078877696,0.0352433,0.00012167074,0.00001236773,0.0016760206,0.0010980436],"study_design_scores_gemma":[0.0012731347,0.0012784901,0.97388226,0.00002309465,0.000044941346,0.00045410043,0.0059414585,0.0056732986,0.00007983921,0.0010466175,0.010137263,0.00016549237],"about_ca_topic_score_codex":0.00038673772,"about_ca_topic_score_gemma":0.09311577,"teacher_disagreement_score":0.09272903,"about_ca_system_score_codex":0.000111080815,"about_ca_system_score_gemma":0.00006679813,"threshold_uncertainty_score":0.9234325},"labels":[],"label_agreement":null},{"id":"W1946669805","doi":"10.1002/ieam.1678","title":"Evaluating the role of coastal habitats and sea-level rise in hurricane risk mitigation: An ecological economic assessment method and application to a business decision","year":2015,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":37,"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 British Columbia","funders":"","keywords":"Marsh; Ecosystem services; Levee; Context (archaeology); Environmental resource management; Environmental science; Recreation; Salt marsh; Ecosystem; Geography; Wetland; Ecology; Cartography","score_opus":0.017502771459967353,"score_gpt":0.3215969965470767,"score_spread":0.3040942250871093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1946669805","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":[0.9634723,0.00003400941,0.034092344,0.0001624444,0.000043555523,0.0011242318,0.00012424399,0.000014346508,0.00093252247],"genre_scores_gemma":[0.94609165,0.00017272412,0.05332746,0.000040269762,0.000009894244,0.00022144984,0.000085317544,0.00001455579,0.000036688612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981939,0.00024890323,0.00041945174,0.0005599718,0.00034687092,0.00023085774],"domain_scores_gemma":[0.99925065,0.00011359351,0.00018446454,0.00025490523,0.0000060031593,0.00019038672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014417775,0.00022862754,0.00025202718,0.000079437916,0.00013501786,0.00007362432,0.00017049097,0.00006169736,0.00006856348],"category_scores_gemma":[0.00000970244,0.00017172194,0.000021289636,0.00015716671,0.00014779568,0.00025639124,0.0007553156,0.00014342737,0.000012878322],"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":[0.000074215524,0.00028165255,0.5886721,0.000010942551,0.000027860406,0.0000033804972,0.0003103365,0.023547404,0.0014569456,0.00025328816,0.000032128388,0.38532975],"study_design_scores_gemma":[0.0006626898,0.00033238297,0.6968067,0.000018871033,0.00004118748,0.0000072069924,0.0025045334,0.29746798,0.000022474911,0.0016113387,0.00037458446,0.00015002005],"about_ca_topic_score_codex":0.002024259,"about_ca_topic_score_gemma":0.005157172,"teacher_disagreement_score":0.38517973,"about_ca_system_score_codex":0.0005706273,"about_ca_system_score_gemma":0.000015524505,"threshold_uncertainty_score":0.7002618},"labels":[],"label_agreement":null},{"id":"W1947728551","doi":"10.5376/ija.2013.03.0014","title":"Correlation Between Mangrove and Aquaculture Production: Case Study in Sinjai District, Sulawesi, Indonesia","year":2013,"lang":"en","type":"article","venue":"International Journal of Aquaculture","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"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":"Mangrove; Aquaculture; Fishery; Production (economics); Geography; Biology; Fish <Actinopterygii>; Economics","score_opus":0.008326135245402443,"score_gpt":0.23959889050738842,"score_spread":0.23127275526198598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1947728551","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":[0.99749166,0.000034956112,0.00026130214,0.0010960869,0.0004111655,0.00035731785,0.000011619243,0.00000909507,0.00032677237],"genre_scores_gemma":[0.9990319,0.000010529438,0.00019776044,0.000033829412,0.0002761856,0.0000068771496,0.000014328086,0.000010002074,0.0004185906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985077,0.00007665543,0.00051620806,0.00021105791,0.0005460632,0.00014232108],"domain_scores_gemma":[0.99928635,0.00004032459,0.00035889517,0.0000981362,0.00011268409,0.00010359056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002604247,0.00015712276,0.00020810154,0.000093231436,0.0000626285,0.00012833627,0.00020316441,0.00009233673,0.0001889636],"category_scores_gemma":[0.00006230594,0.00011458468,0.000057223217,0.0002072707,0.000045111396,0.00085697015,0.00013945803,0.0003266635,0.000057246503],"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":[0.000025278912,0.00018088198,0.98778504,0.0000040985274,0.00006143867,0.0012101704,0.002442438,0.000924338,0.0002766345,0.000009514638,0.0014135059,0.0056666504],"study_design_scores_gemma":[0.00097487203,0.00017824888,0.9827852,0.00004492866,0.000037545684,0.008501449,0.005440477,0.00086436694,0.000027167313,0.00022278048,0.00074532226,0.00017759216],"about_ca_topic_score_codex":0.0014587557,"about_ca_topic_score_gemma":0.0025312137,"teacher_disagreement_score":0.0072912783,"about_ca_system_score_codex":0.00027563112,"about_ca_system_score_gemma":0.0000103963575,"threshold_uncertainty_score":0.46726277},"labels":[],"label_agreement":null},{"id":"W1963624891","doi":"10.1139/b03-084","title":"Identifying pollen grains of<i>Typha latifolia, Typha angustifolia,</i>and<i>Typha</i>×<i>glauca</i>","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":41,"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":"Typha; Pollen; Botany; Typha angustifolia; Biology; Ecology; Wetland","score_opus":0.007821712607239711,"score_gpt":0.1944873271287925,"score_spread":0.18666561452155278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963624891","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":[0.9837189,0.0012753411,0.00084381195,0.00022024529,0.0008683473,0.00016911076,0.00006731676,0.0000087931585,0.01282814],"genre_scores_gemma":[0.9970775,0.00006835839,0.0012803508,0.00019330539,0.00007221168,0.0000014901663,0.0000012608167,0.000033555432,0.001271949],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809384,0.000112830756,0.0006538494,0.00023369394,0.00034711452,0.00055865454],"domain_scores_gemma":[0.9982237,0.000069734735,0.00041169595,0.00028422475,0.000048795657,0.000961823],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007108489,0.00022324715,0.00041044675,0.00018527958,0.00021556903,0.0000721528,0.0003476992,0.000117290016,0.0010578915],"category_scores_gemma":[0.00020050835,0.00021668946,0.00016411084,0.00040439307,0.0001976432,0.00035336995,0.00005041625,0.0002798523,0.00007770109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066302615,0.00010134572,0.9449145,0.00013896269,0.0002367501,0.001213731,0.0039008372,0.0007846157,0.014440248,0.0028445625,0.018900607,0.012457515],"study_design_scores_gemma":[0.0064636455,0.0010326374,0.5602563,0.0011969369,0.0007327592,0.008645438,0.0043064584,0.002454039,0.004102918,0.017825983,0.39012304,0.0028598371],"about_ca_topic_score_codex":0.011121487,"about_ca_topic_score_gemma":0.18206805,"teacher_disagreement_score":0.38465822,"about_ca_system_score_codex":0.0003659637,"about_ca_system_score_gemma":0.00029507294,"threshold_uncertainty_score":0.9998553},"labels":[],"label_agreement":null},{"id":"W1966287205","doi":"10.1007/bf02857239","title":"Assessment of impacts of visitors’ activities on vegetation in Zhangjiajie National Forest Park","year":2002,"lang":"en","type":"article","venue":"Journal of Forestry Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"National park; Vegetation (pathology); Geography; Tourism; Forestry; Treasure; Archaeology","score_opus":0.048182796514720155,"score_gpt":0.3602056026423762,"score_spread":0.3120228061276561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966287205","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":[0.98746234,0.000028627812,0.00003308592,0.00013139815,0.000072285926,0.000109924666,0.0000066994844,0.0000013291136,0.012154324],"genre_scores_gemma":[0.99948454,0.000053930828,0.0003017814,0.0000040079035,0.000062111714,0.0000028470574,0.0000013349379,0.000007659675,0.00008180241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735034,0.00015263625,0.000466993,0.000097044554,0.0017010495,0.00023193794],"domain_scores_gemma":[0.998985,0.00038722984,0.00030812641,0.0001434659,0.000088348665,0.000087836976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017035303,0.000074603,0.00019980472,0.00030831515,0.000042173422,0.000018792462,0.00029566602,0.00006231006,0.00022197347],"category_scores_gemma":[0.00031021886,0.000060985538,0.000073745534,0.00042432276,0.00011735811,0.0003213058,0.00012595669,0.00035349486,0.00000914456],"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":[0.00007310995,0.00037355718,0.96711844,0.00009714693,0.000017958835,0.000020308695,0.00026613695,0.024022939,0.0058426387,0.0003179086,0.00066452683,0.0011853462],"study_design_scores_gemma":[0.0004962589,0.00070818106,0.96860194,0.00022688927,0.0000026927603,0.000021994134,0.00020785694,0.027183505,0.0008051654,0.0016403443,0.000052753934,0.000052423802],"about_ca_topic_score_codex":0.00013969524,"about_ca_topic_score_gemma":0.0010044177,"teacher_disagreement_score":0.012072521,"about_ca_system_score_codex":0.0004891273,"about_ca_system_score_gemma":0.000060653085,"threshold_uncertainty_score":0.2486918},"labels":[],"label_agreement":null},{"id":"W1966331133","doi":"10.1111/j.1365-2435.2003.00784.x","title":"Contrasting effects of nitrogen, phosphorus and water regime on first‐ and second‐year growth of 16 wetland plant species","year":2003,"lang":"en","type":"article","venue":"Functional Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Nutrient; Biology; Phosphorus; Biomass (ecology); Shoot; Productivity; Aeration; Agronomy; Wetland; Nitrogen; Growing season; Botany; Ecology; Chemistry","score_opus":0.00420170314084797,"score_gpt":0.14984933264673617,"score_spread":0.1456476295058882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966331133","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":[0.99421835,0.000030661427,0.000060730297,0.00004998036,0.00022569584,0.00014452175,0.000029054272,0.000006721797,0.0052342815],"genre_scores_gemma":[0.99944395,0.000021042686,0.000063070074,0.000045059427,0.00001677872,0.000008593553,0.000014930121,0.0000072775774,0.00037931988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929774,0.000042350177,0.00017471412,0.00019714705,0.00010265456,0.00018541898],"domain_scores_gemma":[0.9994503,0.00034397465,0.00006976935,0.00007242562,0.000009494087,0.000054039112],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015499357,0.00009997749,0.00020246721,0.000033876007,0.000081936196,0.000004902244,0.00003617152,0.00006953284,0.0011728436],"category_scores_gemma":[0.000084581894,0.00007569541,0.000024966548,0.000038193473,0.0001369663,0.000044992485,0.000068063266,0.00006677575,0.000028702827],"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":[0.00015735727,0.00006324865,0.9903362,0.00010494468,0.0000393144,0.000007912314,0.000090584675,0.000060579583,0.0058671357,0.002311949,0.0009162734,0.0000445143],"study_design_scores_gemma":[0.0015455052,0.00071921956,0.9584434,0.000029873012,0.000031967025,0.00012819548,0.000077981706,0.00027222856,0.032064497,0.0030480316,0.0034716967,0.0001673738],"about_ca_topic_score_codex":0.000059194823,"about_ca_topic_score_gemma":0.0013141037,"teacher_disagreement_score":0.031892754,"about_ca_system_score_codex":0.000055905795,"about_ca_system_score_gemma":0.000005240919,"threshold_uncertainty_score":0.99974024},"labels":[],"label_agreement":null},{"id":"W1966410807","doi":"10.1002/ece3.530","title":"Pathways of introduction of the invasive aquatic plant <i><scp>C</scp>abomba caroliniana</i>","year":2013,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Natural Resources","keywords":"Biology; Population; Haplotype; Range (aeronautics); Colonization; Population genetics; Invasive species; Botany; Allele; Ecology; Genetics; Gene; Demography","score_opus":0.004125025952510356,"score_gpt":0.15537208968984875,"score_spread":0.1512470637373384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966410807","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":[0.99830323,0.00003117288,0.00006585289,0.00022166212,0.00026570095,0.00023724462,0.000013600088,0.0000071400123,0.0008543703],"genre_scores_gemma":[0.9996449,0.000022310865,0.000063170635,0.000022722863,0.000043527685,0.000015450774,0.0000072908865,0.0000037125135,0.00017694192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993538,0.00007731886,0.00020052635,0.00014282684,0.00008784809,0.00013764267],"domain_scores_gemma":[0.999505,0.00014022946,0.00016131224,0.00015470151,0.000008968717,0.000029821767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017026578,0.00006638669,0.0001282872,0.000022876671,0.00007893283,0.0000028221466,0.000093746414,0.00008358714,0.00009487177],"category_scores_gemma":[0.00023552116,0.000048829956,0.000030461275,0.00011363277,0.00017514353,0.00010706359,0.00013245027,0.00007346434,0.000090639776],"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":[0.000004667838,0.00005961707,0.96063757,0.00003847199,0.000015108118,3.0959941e-7,0.00078967534,0.0011141216,0.026508689,0.00039661798,0.010152469,0.0002826562],"study_design_scores_gemma":[0.00016575867,0.00009842135,0.9886432,0.000005680181,0.000016306883,0.000017268241,0.0004081063,0.005239278,0.0009947964,0.0041157478,0.0002697188,0.000025713063],"about_ca_topic_score_codex":0.000919965,"about_ca_topic_score_gemma":0.0066284463,"teacher_disagreement_score":0.028005607,"about_ca_system_score_codex":0.000078528385,"about_ca_system_score_gemma":0.000015104981,"threshold_uncertainty_score":0.36988285},"labels":[],"label_agreement":null},{"id":"W1967358181","doi":"10.4138/atlgeol.2014.001","title":"Salt-marsh evolution at Northwick and Aust warths, Severn Estuary, UK: a case of constrained autocyclicity.","year":2014,"lang":"en","type":"article","venue":"Atlantic Geology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":12,"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":"Anhui University of Science and Technology","keywords":"Marsh; Salt marsh; Geology; Estuary; Cliff; Oceanography; Barrier island; Coastal erosion; Geomorphology; Hydrology (agriculture); Erosion; Paleontology; Shore; Ecology; Wetland","score_opus":0.003803668042489675,"score_gpt":0.18834845708404196,"score_spread":0.18454478904155228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967358181","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":[0.9952296,0.000010019085,0.0015061187,0.0002584681,0.00012721684,0.00022450618,0.0000044618964,0.00003565704,0.0026039635],"genre_scores_gemma":[0.9990243,0.000007659061,0.00038188783,0.000059757782,0.000024992596,0.000006994918,0.00002205546,0.00001006788,0.00046228498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987724,0.00010526641,0.0003100498,0.00033863052,0.00011907295,0.00035458716],"domain_scores_gemma":[0.9992584,0.00017435549,0.00015124491,0.00028427836,0.000010269692,0.000121477744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027050407,0.000156592,0.00029140784,0.00004118696,0.00012457393,0.000005983827,0.00011625392,0.00012852305,0.00065674476],"category_scores_gemma":[0.000085998254,0.00014574599,0.00004397936,0.000107414315,0.00039906648,0.00005337464,0.00044084937,0.00009579984,0.00023734725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002712449,0.00003081401,0.9962533,0.00003255372,0.000014945,0.00014161899,0.00018435705,0.00044670614,0.0011928546,0.00044117324,0.0003026837,0.0009318505],"study_design_scores_gemma":[0.0011461843,0.0003183463,0.8606803,0.00002063563,0.00006045799,0.009705722,0.00010105421,0.12512016,0.000050390845,0.0011587368,0.0013229455,0.00031506593],"about_ca_topic_score_codex":0.034976456,"about_ca_topic_score_gemma":0.13779199,"teacher_disagreement_score":0.13557301,"about_ca_system_score_codex":0.0001066839,"about_ca_system_score_gemma":0.000011132069,"threshold_uncertainty_score":0.97144973},"labels":[],"label_agreement":null},{"id":"W1967674395","doi":"10.1046/j.1365-2745.2001.00515.x","title":"Effects of migratory geese on plant communities of an Alaskan salt marsh","year":2001,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":50,"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":"Directorate for Biological Sciences","keywords":"Carex; Biology; Goose; Salt marsh; Standing crop; Herbivore; Biomass (ecology); Ecology; Botany","score_opus":0.005441551360742829,"score_gpt":0.20403266423008307,"score_spread":0.19859111286934023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967674395","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":[0.9985042,0.000017688162,0.000011267848,0.00008215223,0.00025609476,0.000076746,0.000010163975,0.0000028945813,0.0010387618],"genre_scores_gemma":[0.99954915,0.00005890962,0.00017572918,0.000074452175,0.00003259795,0.000001095588,0.0000026260843,0.0000076201804,0.000097837685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989864,0.0001980589,0.0003956715,0.00005404394,0.0002067239,0.00015908705],"domain_scores_gemma":[0.998948,0.00034850638,0.0004458158,0.00015295636,0.000023116067,0.000081608036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045775351,0.00008434405,0.0003052067,0.00008941878,0.00003578583,0.0000037136792,0.00028288082,0.00007591432,0.00028956783],"category_scores_gemma":[0.00005187428,0.00006864619,0.00007150752,0.00007491546,0.00011717829,0.000110542176,0.00009821331,0.00017566877,0.00001622099],"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":[0.00048325132,0.00086653244,0.975646,0.00009519084,0.000067045126,0.00025652893,0.0013792062,0.0026784549,0.015121439,0.0000578295,0.0014169185,0.001931603],"study_design_scores_gemma":[0.00094572094,0.0026428597,0.9895795,0.00007124914,0.00003558046,0.000434456,0.000567499,0.0013909806,0.0025445912,0.00034727473,0.0013404627,0.00009979847],"about_ca_topic_score_codex":0.00024996686,"about_ca_topic_score_gemma":0.015880074,"teacher_disagreement_score":0.015630107,"about_ca_system_score_codex":0.00010203573,"about_ca_system_score_gemma":0.000018025728,"threshold_uncertainty_score":0.8861454},"labels":[],"label_agreement":null},{"id":"W1968149120","doi":"10.1127/1863-9135/2011/0179-0121","title":"Origin of non-native Phragmites australis in North America, a common wetland invader","year":2011,"lang":"en","type":"article","venue":"Fundamental and Applied Limnology / Archiv für Hydrobiologie","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Parks Canada","keywords":"Phragmites; Wetland; Ecology; Invasive species; Hydrobiology; Introduced species; Geography; Biology; Environmental science; Aquatic environment","score_opus":0.023067464249702244,"score_gpt":0.2394316004365329,"score_spread":0.21636413618683065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968149120","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":[0.98672336,0.000014902347,0.000051013874,0.000050467534,0.000068589135,0.00043254957,0.00014544943,0.000035944533,0.012477697],"genre_scores_gemma":[0.9984409,0.00006080829,0.0010445731,0.00011016975,0.000013433659,0.00005817976,0.00015014366,0.000014583715,0.00010721216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844086,0.00006535545,0.00040943833,0.0004991023,0.00008961953,0.00049564283],"domain_scores_gemma":[0.9993457,0.00012940691,0.00017976406,0.00024348238,0.0000024306116,0.00009918378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011276123,0.00027152,0.0004620726,0.00010372878,0.00008348124,0.00000849782,0.00033225276,0.00011688898,0.00045692892],"category_scores_gemma":[0.000008145412,0.00022111235,0.0000540195,0.00025838547,0.00095067243,0.00008381171,0.00069671986,0.00028693976,0.00014045906],"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":[0.00021845724,0.00027518778,0.9718424,0.00002530449,0.000037556725,0.000015182238,0.0025425253,0.000223246,0.01843902,0.00011675655,0.000078664176,0.006185679],"study_design_scores_gemma":[0.0012518788,0.0005712913,0.9891795,0.000022371703,0.00002237388,0.000027762802,0.0014312399,0.0011642863,0.0033759957,0.0017570182,0.0007610757,0.00043520538],"about_ca_topic_score_codex":0.0017119691,"about_ca_topic_score_gemma":0.008888195,"teacher_disagreement_score":0.017337078,"about_ca_system_score_codex":0.00008201098,"about_ca_system_score_gemma":0.000009791674,"threshold_uncertainty_score":0.90167},"labels":[],"label_agreement":null},{"id":"W1968870046","doi":"10.1007/s10152-010-0221-4","title":"Population structure of the ribbed mussel Geukensia demissa in salt marshes in the southern Gulf of St. Lawrence, Canada","year":2010,"lang":"en","type":"article","venue":"Helgoland Marine Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Spartina alterniflora; Mussel; Salt marsh; Marsh; Spartina; Biology; Bivalvia; Population; Ecology; Oceanography; Mollusca; Wetland; Geology","score_opus":0.00981598713172349,"score_gpt":0.24641723821667658,"score_spread":0.23660125108495308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968870046","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":[0.99714226,0.0000039254414,0.0000015283318,0.00031528636,0.00006281872,0.00032492756,0.000089937894,0.0000021267285,0.0020572136],"genre_scores_gemma":[0.9995857,0.000004945392,0.000040654344,0.000014247569,0.000019119609,0.000005468732,0.000026824766,0.000007668049,0.00029535548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825925,0.00025731864,0.00026781225,0.00017673854,0.00073758955,0.00030130718],"domain_scores_gemma":[0.9991945,0.00026619202,0.00007152212,0.00040427368,0.00002203784,0.00004144513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010189196,0.000085045394,0.0001506315,0.000053759195,0.00006660098,0.000013351596,0.00050198025,0.00007295742,0.00046885223],"category_scores_gemma":[0.00022840442,0.000047801455,0.00002436049,0.0005866071,0.00010209492,0.000045523884,0.0005086539,0.0005342495,0.0000026081404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025427747,0.000022195447,0.9908363,0.000035087505,0.000002047889,0.0000036856623,0.00031622135,0.00033201813,0.00540804,0.00006751258,0.00030589837,0.0026455468],"study_design_scores_gemma":[0.00023559014,0.000015835352,0.99410486,0.000017973698,0.0000017618131,0.000007442583,0.0003700428,0.0024666765,0.00017064376,0.0017604851,0.0007915408,0.00005716295],"about_ca_topic_score_codex":0.9163901,"about_ca_topic_score_gemma":0.99825925,"teacher_disagreement_score":0.081869125,"about_ca_system_score_codex":0.00011805918,"about_ca_system_score_gemma":0.000090363465,"threshold_uncertainty_score":0.5133603},"labels":[],"label_agreement":null},{"id":"W1969726383","doi":"10.1080/07438140809354066","title":"Predicting the spatial mud energy and mud deposition boundary depth in a small boreal reservoir before and after draw down","year":2008,"lang":"en","type":"article","venue":"Lake and Reservoir Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; University of Manitoba","funders":"","keywords":"Profundal zone; Geology; Littoral zone; Fetch; Sedimentary depositional environment; Deposition (geology); Sediment; Waves and shallow water; Hydrology (agriculture); Water level; Geomorphology; Oceanography; Structural basin; Geotechnical engineering; Geography","score_opus":0.005408849880445229,"score_gpt":0.1834270819154654,"score_spread":0.17801823203502015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969726383","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":[0.99040455,0.00016517018,0.0003679803,0.00066092476,0.000059545288,0.00033475395,0.000016666807,0.000026778562,0.007963636],"genre_scores_gemma":[0.9978576,0.00059865724,0.00031149943,0.00017519969,0.000054306864,0.00008663045,0.0000334931,0.000015950165,0.0008666684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871427,0.000079068675,0.00024316157,0.0004054622,0.00022470023,0.00033336485],"domain_scores_gemma":[0.99954253,0.00002940319,0.000059709568,0.00026045146,0.0000046958053,0.00010318717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025936152,0.0001767316,0.00015393115,0.000058183,0.00038465008,0.00010710822,0.00014680071,0.00007052457,0.000032450993],"category_scores_gemma":[0.0000062899785,0.00012538982,0.00002717885,0.0001486018,0.00022952716,0.0001935027,0.0010314034,0.00011656269,0.0000027688693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015352992,0.000052032854,0.9806236,0.00010670968,0.000027665816,0.00031677535,0.0012473825,0.0003254572,0.000011671604,0.00009850927,0.00017168382,0.016864968],"study_design_scores_gemma":[0.00062051637,0.00012054546,0.96984863,0.00007684543,0.000023535229,0.0000797587,0.00028862242,0.021409998,0.0000072927355,0.0007046416,0.0066629816,0.00015663517],"about_ca_topic_score_codex":0.00908375,"about_ca_topic_score_gemma":0.71464837,"teacher_disagreement_score":0.7055646,"about_ca_system_score_codex":0.00005732462,"about_ca_system_score_gemma":0.00000472512,"threshold_uncertainty_score":0.99751484},"labels":[],"label_agreement":null},{"id":"W1969876469","doi":"10.1007/s11273-011-9225-3","title":"A field based statistical approach for validating a remotely sensed mangrove forest classification scheme","year":2011,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Nipissing University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mangrove; Threatened species; Wetland; Diameter at breast height; Environmental science; Satellite imagery; Geography; Remote sensing; Forestry; Ecology; Biology; Habitat","score_opus":0.026332904027521385,"score_gpt":0.22824365098061974,"score_spread":0.20191074695309835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969876469","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":[0.29808822,0.0000022044271,0.6329596,0.00017299836,0.0001180621,0.0011141559,0.000021834632,0.000064832246,0.06745806],"genre_scores_gemma":[0.86950684,0.0000060058355,0.12941992,0.0003025646,0.000014949631,0.00014209119,0.000096466596,0.000010664083,0.00050050835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990725,0.00003786015,0.00019547074,0.0003451325,0.000084310246,0.00026472582],"domain_scores_gemma":[0.9995562,0.00010635478,0.00007595169,0.00018588347,0.000005600499,0.00007002523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002629837,0.000119152086,0.0001390403,0.000032792097,0.00014219468,0.000017358812,0.000106872765,0.000086543536,0.0002296934],"category_scores_gemma":[0.000031069918,0.00010949877,0.000030065325,0.000063718544,0.000050569033,0.000057284633,0.00014748724,0.00006272798,0.000027020014],"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":[0.0006842297,0.00046360792,0.94445044,0.0005595038,0.00010494325,0.000039323917,0.0004369684,0.0002201606,0.00025137214,0.027467301,0.006642401,0.018679768],"study_design_scores_gemma":[0.0009369147,0.00030792868,0.49992624,0.00000725132,0.000049427905,0.0000062454747,0.00024033943,0.49528238,0.000024213332,0.001517969,0.001528508,0.00017257985],"about_ca_topic_score_codex":0.00007799136,"about_ca_topic_score_gemma":0.0015126087,"teacher_disagreement_score":0.5714186,"about_ca_system_score_codex":0.000050093488,"about_ca_system_score_gemma":0.0000032727287,"threshold_uncertainty_score":0.446523},"labels":[],"label_agreement":null},{"id":"W1973503135","doi":"10.1111/sum.12021","title":"Soil organic carbon as affected by land use in young and old reclaimed regions of a coastal estuary wetland, China","year":2013,"lang":"en","type":"article","venue":"Soil Use and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":87,"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 Calgary","funders":"","keywords":"Marsh; Wetland; Ditch; Environmental science; Land reclamation; Soil carbon; Estuary; Salt marsh; Hydrology (agriculture); Soil water; Soil science; Oceanography; Geology; Ecology","score_opus":0.005069777063542491,"score_gpt":0.17500240996842853,"score_spread":0.16993263290488603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973503135","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":[0.99694204,0.000027522407,0.000028948449,0.00012719401,0.000053200536,0.00054127106,0.00001311661,0.000024825522,0.0022418841],"genre_scores_gemma":[0.996798,0.0005601119,0.000045674624,0.000041429485,0.000006454475,0.00004178593,0.000033122033,0.000018434946,0.002455002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895734,0.00005394135,0.00021425894,0.00032798835,0.00018384357,0.00026265474],"domain_scores_gemma":[0.9995333,0.000030830855,0.00007668743,0.0002496243,0.0000049658315,0.00010459871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012126694,0.0001676538,0.00020204896,0.00006852927,0.00005963401,0.00008030836,0.000092389615,0.000059228056,0.00006483513],"category_scores_gemma":[0.000016226166,0.00014884633,0.00002293228,0.00019837143,0.00007113203,0.00031957828,0.00046850104,0.00008785587,0.00001589069],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040696043,0.00017887355,0.99123555,0.00011284513,0.00005963448,0.000033806293,0.0005494617,0.0001288155,0.004186708,0.00006735495,0.001602639,0.0018036179],"study_design_scores_gemma":[0.0012262571,0.00012756017,0.9881985,0.00009209957,0.00004647181,0.000018293986,0.00020797922,0.0091906395,0.00021303589,0.00023472517,0.00019926342,0.00024512838],"about_ca_topic_score_codex":0.07657873,"about_ca_topic_score_gemma":0.19600697,"teacher_disagreement_score":0.11942825,"about_ca_system_score_codex":0.000049657316,"about_ca_system_score_gemma":0.000003105669,"threshold_uncertainty_score":0.92957044},"labels":[],"label_agreement":null},{"id":"W1973636804","doi":"10.1590/s1679-87592009000300001","title":"Analysis of mangrove forest succession, using sediment cores: a case study in the Cananéia -Iguape coastal system, São Paulo Brazil","year":2009,"lang":"en","type":"article","venue":"Brazilian Journal of Oceanography","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":22,"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":"Agence Universitaire de la Francophonie; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Progradation; Spartina alterniflora; Mangrove; Sedimentary depositional environment; Ecological succession; Ecology; Geology; Facies; Sedimentary rock; Paleontology; Biology; Marsh; Wetland","score_opus":0.010225069407535235,"score_gpt":0.2595275207490632,"score_spread":0.24930245134152798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973636804","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":[0.9983948,0.0000810534,0.000628928,0.000053176434,0.0001540739,0.00044699098,0.000042884087,0.000009174102,0.00018891443],"genre_scores_gemma":[0.9996525,0.0000070901474,0.00019888348,0.00007755635,0.000036340465,0.0000016926192,0.0000048886577,0.000013724127,0.0000073129727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675965,0.00034327703,0.0012478859,0.00028797114,0.00095886044,0.00040233528],"domain_scores_gemma":[0.998192,0.00011907941,0.0009732167,0.00045434365,0.00006526897,0.00019607194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014868216,0.0002778246,0.00068346574,0.00091213174,0.00019622032,0.00007604651,0.0006336139,0.000071530114,0.00006676728],"category_scores_gemma":[0.00002791027,0.00018723878,0.00049138314,0.0035946812,0.00009488128,0.00036728368,0.00010993002,0.0002730647,0.0000019890283],"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":[0.000103659164,0.00057753175,0.96960396,0.000025828796,0.0003238257,0.004143304,0.0047156904,0.01929018,0.00008853429,0.0000041114454,0.00017621319,0.00094716635],"study_design_scores_gemma":[0.0012549934,0.0009688952,0.90827507,0.0001534611,0.0011219125,0.0029089223,0.05843716,0.026564902,0.000010529837,0.000020372458,0.000031685162,0.00025207776],"about_ca_topic_score_codex":0.00259476,"about_ca_topic_score_gemma":0.10480212,"teacher_disagreement_score":0.102207355,"about_ca_system_score_codex":0.00017303988,"about_ca_system_score_gemma":0.000044505094,"threshold_uncertainty_score":0.91153294},"labels":[],"label_agreement":null},{"id":"W1974924455","doi":"10.1016/j.aquabot.2005.08.005","title":"How does the propagule bank contribute to cyclic vegetation change in a lakeshore marsh with seasonal drawdown?","year":2005,"lang":"en","type":"article","venue":"Aquatic Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Marsh; Propagule; Vegetation (pathology); Environmental science; Ecological succession; Drawdown (hydrology); Wetland; Hydrology (agriculture); Water level; Species richness; Ecology; Temperate climate; Geology; Geography; Biology","score_opus":0.007251052767283757,"score_gpt":0.2059816008458735,"score_spread":0.19873054807858975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974924455","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":[0.98355556,0.00005252663,0.0010635084,0.013386696,0.0000567681,0.0010434168,0.000012608307,0.000031482818,0.00079741236],"genre_scores_gemma":[0.9977446,0.0000052431706,0.0006287003,0.0005532533,0.00009165271,0.00024183559,0.0000057236953,0.000017212029,0.00071178563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998711,0.000074710195,0.00016252366,0.00028782984,0.0004007417,0.0003631943],"domain_scores_gemma":[0.9994599,0.00007741263,0.00007223052,0.0002786529,0.0000065445583,0.00010523261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033572677,0.00015763965,0.00016439307,0.000025105854,0.000097508666,0.00010315307,0.0002253894,0.000045446075,0.0001317154],"category_scores_gemma":[0.000050589144,0.000086823864,0.000031020525,0.00033183288,0.000061431194,0.0003105426,0.00011100668,0.00011353913,0.00029640066],"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":[0.00012953249,0.00021389457,0.85321456,0.000038092763,0.00003362444,0.000044174758,0.0045718914,0.0011738279,0.0023515471,0.00036491788,0.0003814544,0.13748245],"study_design_scores_gemma":[0.0009999948,0.00019814492,0.7668587,0.00015842447,0.000034188513,0.000033925557,0.0003901941,0.22199781,0.00015669796,0.00022677852,0.008553103,0.0003920526],"about_ca_topic_score_codex":0.00064627663,"about_ca_topic_score_gemma":0.23592986,"teacher_disagreement_score":0.23528358,"about_ca_system_score_codex":0.00034105734,"about_ca_system_score_gemma":0.000010926806,"threshold_uncertainty_score":0.77801245},"labels":[],"label_agreement":null},{"id":"W1975110149","doi":"10.1139/f02-116","title":"Controls on fish distribution and abundance in temporary wetlands","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":106,"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":"Wetland; Ecology; Environmental science; Fish <Actinopterygii>; Abundance (ecology); Extinction (optical mineralogy); Colonization; Geography; Fishery; Biology","score_opus":0.011897573843342953,"score_gpt":0.18548389596167567,"score_spread":0.17358632211833272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975110149","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":[0.99282765,0.000116096126,0.000038134687,0.003234122,0.00010169073,0.000053777607,0.000012765909,0.0000014109767,0.003614331],"genre_scores_gemma":[0.99949884,0.00006372809,0.000054400683,0.00022093355,0.000019247916,9.014027e-7,8.7801584e-7,0.0000021806957,0.00013886321],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993006,0.000028589957,0.00020931408,0.00011618217,0.0001503646,0.00019494719],"domain_scores_gemma":[0.99953383,0.00007497328,0.00010099246,0.000047651974,0.0000030821957,0.00023944162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037776373,0.00007135919,0.00013547564,0.000049742077,0.00018523233,0.00013798311,0.00011996533,0.000027598047,0.00023594775],"category_scores_gemma":[0.00010604732,0.00005505074,0.000016437587,0.00019458163,0.00040211462,0.00032758721,0.000013545644,0.00007787531,0.0000041332873],"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":[0.0000039190627,0.0000060369653,0.9868683,0.0000037037576,0.0000016490933,0.000033107182,0.00026889256,0.0000417157,0.0000089151235,0.000050998708,0.0028340325,0.009878694],"study_design_scores_gemma":[0.0006243368,0.00062403054,0.93446976,0.00014824617,0.0000069712496,0.00019180558,0.00092389726,0.040359173,0.0000085187785,0.0013858135,0.021052258,0.0002051791],"about_ca_topic_score_codex":0.005367371,"about_ca_topic_score_gemma":0.19780062,"teacher_disagreement_score":0.19243325,"about_ca_system_score_codex":0.00007078487,"about_ca_system_score_gemma":0.00003160331,"threshold_uncertainty_score":0.81683743},"labels":[],"label_agreement":null},{"id":"W1975288679","doi":"10.1139/e11-043","title":"Analysis of coastal dune dynamics, shoreline position, and large woody debris at Wickaninnish Bay, Pacific Rim National Park, British Columbia","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Parks Canada","keywords":"Geology; Bay; Shore; Oceanography; Debris; National park; Barrier island; Headland; Archaeology; Geography","score_opus":0.008641096030999497,"score_gpt":0.1861438654568209,"score_spread":0.1775027694258214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975288679","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":[0.9915222,0.00009184634,0.00023354427,0.00009109787,0.0001508059,0.00007240103,0.0007356426,0.000003196941,0.00709929],"genre_scores_gemma":[0.99843794,0.000027937425,0.0007617804,0.00005542461,0.000021519592,7.619886e-7,0.000033729964,0.000006111318,0.000654768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833053,0.00005714452,0.0004834871,0.00023932195,0.0005150917,0.00037443504],"domain_scores_gemma":[0.9988718,0.000041674506,0.00033190273,0.00009416562,0.00011433601,0.0005461356],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010600355,0.00009386177,0.00028677832,0.00021681764,0.0004521931,0.00018982697,0.0003050134,0.00005802364,0.0048102783],"category_scores_gemma":[0.0000906084,0.00011649851,0.0001144438,0.001018196,0.00068377843,0.00040517052,0.00007889491,0.000103921106,0.000010264517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044849808,0.000022613116,0.99800396,0.0000032010937,0.00006557864,0.00005232437,0.00027784027,0.00025189423,0.00002652152,0.00003008367,0.0008133175,0.00044818912],"study_design_scores_gemma":[0.00019664239,0.00016902256,0.97130287,0.000030908453,0.000102454665,0.0002872297,0.0005517034,0.026244897,0.000004807532,0.00021056354,0.0007575592,0.00014135527],"about_ca_topic_score_codex":0.18337151,"about_ca_topic_score_gemma":0.99735045,"teacher_disagreement_score":0.81397897,"about_ca_system_score_codex":0.00006638325,"about_ca_system_score_gemma":0.0002584492,"threshold_uncertainty_score":0.9960995},"labels":[],"label_agreement":null},{"id":"W1975610094","doi":"10.1055/s-2007-965079","title":"Relationships among Three Pathways for Resource Acquisition and their Contribution to Plant Performance in the Emergent Aquatic Plant <i>Lythrum salicaria</i> (L.)","year":2007,"lang":"en","type":"article","venue":"Plant Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Shoot; Biomass (ecology); Root system; Botany; Ecology; Agronomy","score_opus":0.019051677033228333,"score_gpt":0.19895594623829901,"score_spread":0.1799042692050707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975610094","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":[0.9881017,0.00003756452,0.009261411,0.0003778534,0.000117864256,0.0008481913,0.0008570114,0.000025199075,0.00037316466],"genre_scores_gemma":[0.99855095,0.000022035068,0.00009840355,0.00022376516,0.000052976455,0.00007418102,0.00096349325,0.000007719678,0.0000064674073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876726,0.0001106416,0.00033207532,0.00029006734,0.00009151245,0.00040845672],"domain_scores_gemma":[0.9989805,0.0006440599,0.00010306031,0.00018871026,0.000004125951,0.0000795332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001835426,0.00014917804,0.00017854426,0.000060020622,0.00023936875,0.000016543267,0.00017981749,0.00013419637,0.000013798998],"category_scores_gemma":[0.00008500726,0.00009595692,0.000030876417,0.00014799155,0.00006512491,0.000067183195,0.00010848751,0.00015520754,0.000029121675],"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":[0.0003654483,0.00005285154,0.989768,0.000015292819,0.000012076459,0.0000051668526,0.0012602009,0.0004216552,0.0035918306,0.002489747,0.0005963133,0.0014213723],"study_design_scores_gemma":[0.0005881657,0.00035773072,0.92711174,0.00004827162,0.000014316776,0.00009491548,0.00047997673,0.056995895,0.00039703463,0.0017035612,0.011969634,0.00023878296],"about_ca_topic_score_codex":0.00030809583,"about_ca_topic_score_gemma":0.025528686,"teacher_disagreement_score":0.06265633,"about_ca_system_score_codex":0.00010741378,"about_ca_system_score_gemma":0.000004987046,"threshold_uncertainty_score":0.9922529},"labels":[],"label_agreement":null},{"id":"W1976138985","doi":"10.1007/s12237-009-9205-5","title":"Modeling Bedload Transport of Juvenile Bivalves: Predicted Changes in Distribution and Scale of Postlarval Dispersal","year":2009,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Bed load; Flume; Estuary; Sediment transport; Benthic zone; Biological dispersal; Environmental science; Ecology; Hydrology (agriculture); Geology; Sediment; Biology; Flow (mathematics); Geomorphology; Physics","score_opus":0.004112760561490295,"score_gpt":0.1888468916477916,"score_spread":0.1847341310863013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976138985","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":[0.9979254,0.000065459026,0.001454573,0.00015280483,0.000021807642,0.000112318776,0.00014500359,0.000009273878,0.000113387185],"genre_scores_gemma":[0.9996964,0.00009665056,0.00009773553,0.000008058448,0.0000075299567,0.0000021281255,0.000069640846,0.0000034566363,0.00001844296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993727,0.0000129714745,0.00019343958,0.00015091176,0.00013488597,0.00013508511],"domain_scores_gemma":[0.999807,0.000011728235,0.00004462372,0.000082954146,0.0000064798705,0.000047191796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011005338,0.000083126084,0.0001851767,0.000019124394,0.000036885263,0.0000059934187,0.00005027753,0.00004854567,0.000020412908],"category_scores_gemma":[0.000008419466,0.00007497273,0.000019292904,0.00010543988,0.00010343149,0.000090171045,0.000044951987,0.00004977274,4.3052913e-7],"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":[0.0002121911,0.00017696437,0.96732295,0.000092557144,0.000009377728,0.0000032986009,0.0039060465,0.005032214,0.006605598,0.00020389004,0.000018763518,0.016416132],"study_design_scores_gemma":[0.00054757774,0.0002776199,0.84880084,0.00010164584,0.000022629598,0.000008927851,0.0006334586,0.148789,0.0003418817,0.00027016338,0.00007297429,0.00013327156],"about_ca_topic_score_codex":0.0022481715,"about_ca_topic_score_gemma":0.024495933,"teacher_disagreement_score":0.14375679,"about_ca_system_score_codex":0.000018513703,"about_ca_system_score_gemma":0.0000056287367,"threshold_uncertainty_score":0.9933045},"labels":[],"label_agreement":null},{"id":"W1976324691","doi":"10.1007/s00343-009-9124-0","title":"Characteristics of modern sedimentation in Qingdao bays","year":2009,"lang":"en","type":"article","venue":"Chinese Journal of Oceanology and Limnology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Silt; Geology; Bay; Inlet; Intertidal zone; Sedimentation; Shoal; Submarine pipeline; Sediment; Sedimentary rock; Headland; Oceanography; Geomorphology; Barrier island; Current (fluid); Geochemistry; Shore","score_opus":0.003896735980292661,"score_gpt":0.2174934561826172,"score_spread":0.21359672020232454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976324691","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":[0.99810934,0.00013128993,0.00047930822,0.00064699055,0.00017771665,0.000044155608,0.0000028467111,0.000003759288,0.00040461746],"genre_scores_gemma":[0.9993319,0.00016989362,0.00032113376,0.00011114191,0.000030773,1.9692293e-7,0.0000022623806,0.0000037655586,0.000028919154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991822,0.00005608938,0.00043935352,0.000099798825,0.00007620717,0.00014632322],"domain_scores_gemma":[0.99947995,0.000059506816,0.00032436554,0.00008072453,0.000014181549,0.000041250918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024054803,0.00009455077,0.0003131307,0.000121867546,0.000024421193,0.000003525195,0.00012316508,0.00012208488,0.000082311206],"category_scores_gemma":[0.000081147075,0.00007059524,0.00003636127,0.00011901919,0.00010232841,0.00013608445,0.00005437137,0.00019259844,0.0000052006726],"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":[0.00015316822,0.00010858147,0.96994674,0.000009345962,0.00001181324,0.000050970786,0.0006608922,0.00016726748,0.007831105,0.00013678067,0.000027495422,0.02089584],"study_design_scores_gemma":[0.0006384563,0.00047160152,0.9821468,0.000014699135,0.000011394393,0.00044696775,0.000030385872,0.003125726,0.000080360725,0.012929235,0.00004113915,0.00006322178],"about_ca_topic_score_codex":0.000007779424,"about_ca_topic_score_gemma":0.000066424385,"teacher_disagreement_score":0.020832619,"about_ca_system_score_codex":0.00003885235,"about_ca_system_score_gemma":0.000009957181,"threshold_uncertainty_score":0.28787902},"labels":[],"label_agreement":null},{"id":"W1976431932","doi":"10.1080/10236240802369899","title":"Effects of bleaching and nutrient supplementation on wet weight in the jellyfish<i>Cassiopea xamachana</i>(Bigelow) (Cnidaria: Scyphozoa)","year":2008,"lang":"en","type":"article","venue":"Marine and Freshwater Behaviour and Physiology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":31,"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":"McGill University","keywords":"Scyphozoa; Jellyfish; Zooxanthellae; Cnidaria; Coral bleaching; Biology; Darkness; Nutrient; Animal science; Particulates; Botany; Ecology; Coral","score_opus":0.005767916161394033,"score_gpt":0.19567089577620328,"score_spread":0.18990297961480926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976431932","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":[0.9990014,0.000024414221,0.00001639954,0.00013358661,0.000059500922,0.0002701812,0.000024908335,0.000006179969,0.00046343356],"genre_scores_gemma":[0.9993247,0.00023010059,0.00008728057,0.00014124147,0.000025904339,0.000026903877,0.00006821788,0.000008111491,0.000087555745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911946,0.00011723927,0.00018842674,0.00026791487,0.00010425213,0.0002026977],"domain_scores_gemma":[0.999688,0.00008357039,0.000056894736,0.00012018535,0.000003346849,0.000047995905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015079655,0.00014057329,0.00019882892,0.000043463653,0.00014070913,0.000012831076,0.000084852916,0.000055980454,0.0001152743],"category_scores_gemma":[0.000004348395,0.00009250828,0.000021903776,0.00006599832,0.000138849,0.000072671275,0.00028259642,0.00013282434,0.000004045588],"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":[0.00011193468,0.0001705342,0.9798087,0.000052326373,0.0000076119045,0.000031346455,0.0015515663,0.000015207773,0.014784989,0.00012562945,0.00036525234,0.0029748997],"study_design_scores_gemma":[0.0011021512,0.00035912084,0.9937184,0.000015482852,0.00002394897,0.000045108845,0.00010047958,0.0009584981,0.0022516344,0.00051645027,0.0007787295,0.0001300196],"about_ca_topic_score_codex":0.0078233965,"about_ca_topic_score_gemma":0.011743816,"teacher_disagreement_score":0.013909673,"about_ca_system_score_codex":0.00001760166,"about_ca_system_score_gemma":0.0000026122223,"threshold_uncertainty_score":0.9987836},"labels":[],"label_agreement":null},{"id":"W1977037908","doi":"10.1016/j.aquabot.2012.08.006","title":"Synchronous flowering times and asymmetrical hybridization in Typha latifolia and T. angustifolia in northeastern North America","year":2012,"lang":"en","type":"article","venue":"Aquatic Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Typha; Typha angustifolia; Hybrid; Pollen; Biology; Botany; Backcrossing; Pollination; Wetland; Ecology","score_opus":0.0046459537491220955,"score_gpt":0.19473243631921958,"score_spread":0.19008648257009747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977037908","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":[0.9967972,0.00021857662,0.0014819418,0.00004594318,0.00006594741,0.00019513785,0.0000043442205,0.000016142278,0.0011747446],"genre_scores_gemma":[0.99903464,0.00004115711,0.0007575152,0.00003919392,0.000021870546,0.000010161843,0.0000045055417,0.000014233376,0.00007670652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901426,0.000046371155,0.00024139912,0.00021419197,0.00015823235,0.0003255603],"domain_scores_gemma":[0.99959695,0.000086792905,0.00005698261,0.00013458496,0.0000018468414,0.00012281559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016516916,0.00012822017,0.00018468445,0.00007722,0.00003744705,0.00002512038,0.00006704426,0.00003879869,0.00010982389],"category_scores_gemma":[0.00007108898,0.0001232132,0.00001307189,0.00043247233,0.00005480633,0.0002669565,0.00016227817,0.00009119378,0.00015000648],"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":[0.0000075366247,0.000049595237,0.9600792,0.000011239753,0.0000027720334,0.000007562962,0.0005081252,0.0003667107,0.000055340224,0.000006785823,0.000012115997,0.038892996],"study_design_scores_gemma":[0.00024082212,0.000028403809,0.7849212,0.000020712167,0.000007015283,0.000016169228,0.000086913526,0.21433946,0.000003967996,0.000040069892,0.00016209067,0.00013313242],"about_ca_topic_score_codex":0.0024711702,"about_ca_topic_score_gemma":0.016978508,"teacher_disagreement_score":0.21397276,"about_ca_system_score_codex":0.00013857486,"about_ca_system_score_gemma":0.0000051301595,"threshold_uncertainty_score":0.9474406},"labels":[],"label_agreement":null},{"id":"W1977621483","doi":"10.1007/s12237-009-9222-4","title":"The Legacy of Agricultural Reclamation on Channel and Pool Networks of Bay of Fundy Salt Marshes","year":2009,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; Nature Conservancy of Canada; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Royal Geographical Society; Royal Canadian Geographical Society","keywords":"Marsh; Salt marsh; Channel (broadcasting); Land reclamation; Bay; Hydrology (agriculture); Sinuosity; Wetland; Environmental science; Estuary; Abandonment (legal); Geology; Geography; Ecology; Oceanography; Geomorphology; Archaeology; Engineering; Biology","score_opus":0.004178532454342394,"score_gpt":0.1807910186502208,"score_spread":0.1766124861958784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977621483","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":[0.99821705,0.0001342337,0.00014520778,0.00029174838,0.00005097775,0.00011868007,0.0000042859187,0.000004489839,0.0010333533],"genre_scores_gemma":[0.9996373,0.0001575377,0.000023726489,0.0000151449785,0.0000150983815,0.0000016368933,0.0000041538324,0.0000022791583,0.00014314505],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99947166,0.000023745226,0.000182706,0.00009618236,0.00012188288,0.00010381141],"domain_scores_gemma":[0.9996626,0.00007789121,0.00012818657,0.00009393236,0.000009456883,0.000027963348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012875482,0.00007237946,0.00012905727,0.00000871161,0.00008489615,0.000020397325,0.00006492432,0.000034145738,0.000007896517],"category_scores_gemma":[0.000017035733,0.00004284461,0.000020960735,0.000077506884,0.000116094685,0.00010839008,0.00007173211,0.00004208881,7.0536913e-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":[0.0012079291,0.00075908925,0.2653789,0.00034741117,0.00015515267,0.000004704588,0.0093832975,0.056642648,0.011797102,0.027653288,0.0029292756,0.6237412],"study_design_scores_gemma":[0.00018275648,0.00037032133,0.9894127,0.00005098712,0.000011019848,0.0000055280093,0.0007046691,0.008113114,0.00038251546,0.00055306405,0.00014311491,0.00007019896],"about_ca_topic_score_codex":0.00026047076,"about_ca_topic_score_gemma":0.0016920122,"teacher_disagreement_score":0.72403383,"about_ca_system_score_codex":0.000009550396,"about_ca_system_score_gemma":0.000002223677,"threshold_uncertainty_score":0.17471525},"labels":[],"label_agreement":null},{"id":"W1978719290","doi":"10.1111/j.1365-2435.2008.01434.x","title":"To move or not to move: determinants of seed retention in a tidal marsh","year":2008,"lang":"en","type":"article","venue":"Functional Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":75,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vegetation (pathology); Biology; Seed dispersal; Salt marsh; Flume; Microsite; Mesophyte; Moisture; Annual plant; Marsh; Biological dispersal; Agronomy; Botany; Ecology; Flow (mathematics); Wetland; Mathematics; Chemistry","score_opus":0.017275807823584798,"score_gpt":0.22966448211462773,"score_spread":0.21238867429104294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978719290","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":[0.99716955,4.919026e-7,0.00027331157,0.00017119027,0.00043973673,0.00028349285,0.000033898188,0.000012784366,0.0016155541],"genre_scores_gemma":[0.9936864,0.0000010381195,0.0005213169,0.00049405673,0.00003262187,0.00004214357,0.000010989778,0.000009443894,0.005202019],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989629,0.000040365692,0.00028999316,0.0002782425,0.00019175593,0.00023673479],"domain_scores_gemma":[0.99960697,0.00007873036,0.00006375815,0.00014036123,0.000012552972,0.000097602155],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017098428,0.000096355085,0.00018870358,0.000095441465,0.000055154112,0.0000029805803,0.00010863469,0.00008703938,0.0021936307],"category_scores_gemma":[0.0001167644,0.00008860713,0.000039522412,0.00028454448,0.00003927337,0.00007936304,0.00022708677,0.00006807981,0.0011844076],"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":[0.0008518544,0.000112589485,0.9816236,0.0000100027955,0.0000049364685,0.000052217616,0.00016864992,0.010612966,0.0034914992,0.000014727422,0.0016583025,0.0013986407],"study_design_scores_gemma":[0.00037490384,0.00024719327,0.9933838,0.000006823187,0.0000025382126,0.000082519095,0.000043881526,0.004850084,0.00016392961,0.00005127794,0.0006921727,0.000100842786],"about_ca_topic_score_codex":0.00063596957,"about_ca_topic_score_gemma":0.01656335,"teacher_disagreement_score":0.015927382,"about_ca_system_score_codex":0.00029074607,"about_ca_system_score_gemma":0.000035462126,"threshold_uncertainty_score":0.99959326},"labels":[],"label_agreement":null},{"id":"W1979831804","doi":"10.1193/1.2201971","title":"Coastal Ecosystems and Tsunami Protection after the December 2004 Indian Ocean Tsunami","year":2006,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Vancouver Community College; University of British Columbia","funders":"University of British Columbia; Engineering Research Centers; Oregon State University; National Science Foundation","keywords":"Mangrove; Geography; Mangrove ecosystem; Capital city; Ecosystem; Environmental resource management; Environmental protection; Environmental planning; Fishery; Environmental science; Ecology","score_opus":0.0032374263312998958,"score_gpt":0.1680797126698785,"score_spread":0.16484228633857861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979831804","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":[0.98481345,0.0000724249,0.00064718275,0.00041416794,0.00022901413,0.0007433852,0.000050060444,0.00009738627,0.0129328985],"genre_scores_gemma":[0.99671847,0.0000067985243,0.00010117928,0.00006052763,0.00020598907,0.000040450836,0.000019587294,0.00003536096,0.002811661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982683,0.00010454875,0.00031903805,0.00044624603,0.0003722565,0.0004896125],"domain_scores_gemma":[0.999354,0.000032741445,0.000109574874,0.00037847983,0.000007939678,0.00011725926],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000378064,0.00025154572,0.00019110463,0.000048662758,0.0002768192,0.00016477142,0.00016881114,0.000108902816,0.001202025],"category_scores_gemma":[0.000012719022,0.00018822867,0.00008053645,0.0002703948,0.00014410674,0.00024830876,0.00015509647,0.00025225984,0.0008347196],"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":[0.00028590413,0.0002989549,0.961169,0.00013738395,0.000062882624,0.0002788977,0.0016901287,0.0047415257,0.002195702,0.00047372087,0.0071353996,0.021530515],"study_design_scores_gemma":[0.0006025412,0.00013329207,0.9614941,0.000045059045,0.000021890026,0.0004722683,0.00022600223,0.009435724,0.0002050849,0.001265256,0.025626138,0.00047264088],"about_ca_topic_score_codex":0.006287943,"about_ca_topic_score_gemma":0.25095028,"teacher_disagreement_score":0.24466234,"about_ca_system_score_codex":0.000120438635,"about_ca_system_score_gemma":0.000013761952,"threshold_uncertainty_score":0.99994326},"labels":[],"label_agreement":null},{"id":"W1980274527","doi":"10.1139/l04-043","title":"Numerical modelling of cohesive sediment transport in rivers","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":18,"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":"Sediment transport; Settling; Geology; Sediment; Geotechnical engineering; Shear stress; Erosion; Hydrology (agriculture); Mechanics; Geomorphology; Environmental science","score_opus":0.005840498695786369,"score_gpt":0.15264086748448288,"score_spread":0.1468003687886965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980274527","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":[0.8512424,0.00006124402,0.14730965,0.00006211539,0.00017188353,0.000059590606,0.0000059251824,0.0000030847502,0.0010840633],"genre_scores_gemma":[0.9988637,0.000006064868,0.0010887233,0.000008498504,0.000015964084,5.245591e-7,6.31408e-7,0.00000992007,0.000005997572],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992898,0.0000043770983,0.00028272363,0.00006799968,0.0001430436,0.00021202564],"domain_scores_gemma":[0.99955475,0.000011098333,0.00007206603,0.00006257167,0.000008490416,0.00029104194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014850331,0.00007782395,0.00016556076,0.00012692597,0.000014811953,0.000003992974,0.00013098709,0.000035101028,0.00016300622],"category_scores_gemma":[0.000008534121,0.00008117834,0.000058321275,0.00017662768,0.000018612942,0.00012023367,0.000004717222,0.00013344927,0.0000047883977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029744178,0.000005519002,0.022481697,0.000012296341,0.0000067282963,0.00013954699,0.0005414255,0.9766,0.00012061195,0.000025412803,0.000005890251,0.000057903497],"study_design_scores_gemma":[0.002558277,0.00032055427,0.10097434,0.0009288334,0.00005513872,0.00043094234,0.00041740554,0.8898163,0.0011998175,0.00078615453,0.001838733,0.00067354663],"about_ca_topic_score_codex":0.013180884,"about_ca_topic_score_gemma":0.21246058,"teacher_disagreement_score":0.1992797,"about_ca_system_score_codex":0.0005820057,"about_ca_system_score_gemma":0.00011118618,"threshold_uncertainty_score":0.99339044},"labels":[],"label_agreement":null},{"id":"W1980713008","doi":"10.1007/s00267-008-9255-7","title":"The Importance of Supratidal Habitats for Wintering Shorebirds and the Potential Impacts of Shrimp Aquaculture","year":2009,"lang":"en","type":"article","venue":"Environmental Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Swedish Foundation for International Cooperation in Research and Higher Education","keywords":"Shrimp; Wetland; Fishery; Habitat; Foraging; Ecology; Salt marsh; Aquaculture; Biology; Nursery habitat; Penaeus monodon","score_opus":0.0025376238347565084,"score_gpt":0.1888152141952208,"score_spread":0.1862775903604643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980713008","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":[0.99505943,0.00026139145,0.0012066246,0.00073191104,0.000073898074,0.00094075396,0.000034812034,0.000009191119,0.0016819882],"genre_scores_gemma":[0.9986692,0.00021427541,0.000611325,0.000092642455,0.000016351056,0.000024827517,0.00001053241,0.000010615992,0.00035020453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988501,0.00003808558,0.00034796825,0.0002256023,0.0002933357,0.00024487142],"domain_scores_gemma":[0.99941444,0.00004630867,0.00018401266,0.00030398837,0.0000011490006,0.0000500752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044091686,0.00015412598,0.00018125713,0.000013564767,0.00017186315,0.000027075905,0.00028470808,0.00003194517,0.00006951692],"category_scores_gemma":[0.0000075070448,0.00008882255,0.0001015371,0.000052083487,0.00033732445,0.00011313339,0.00034380873,0.000061711944,0.0000068010136],"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":[0.0059150695,0.0015799232,0.51278746,0.0006539657,0.0011432618,0.000064843276,0.008224192,0.014570828,0.14526106,0.023819845,0.009800193,0.27617934],"study_design_scores_gemma":[0.0033088024,0.0005360785,0.9688397,0.000054258377,0.00015163104,0.0000228962,0.0029932945,0.014203457,0.0016637543,0.004623472,0.0032772555,0.0003254005],"about_ca_topic_score_codex":0.000027949984,"about_ca_topic_score_gemma":0.00019385136,"teacher_disagreement_score":0.4560522,"about_ca_system_score_codex":0.000087671164,"about_ca_system_score_gemma":0.0000011389044,"threshold_uncertainty_score":0.36220783},"labels":[],"label_agreement":null},{"id":"W1981317377","doi":"10.1007/s10530-013-0629-2","title":"Artificial substrates enhance non-native macroalga and N2 production","year":2013,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Biology; Oyster; Ecology; Ecosystem engineer; Introduced species; Native plant; Seagrass; Reef; Habitat; Ecosystem","score_opus":0.0716699278488,"score_gpt":0.237230740009585,"score_spread":0.165560812160785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981317377","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":[0.9960114,0.000013393243,0.00020125484,0.00064838806,0.00012696847,0.0003496695,0.000006996474,0.00004283266,0.0025991078],"genre_scores_gemma":[0.99880546,0.000044881086,0.0005179688,0.00006117084,0.000054650278,0.00006903388,0.000012689858,0.0000044082303,0.000429712],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991619,0.000041492483,0.00016616806,0.0003331429,0.000082926825,0.0002143803],"domain_scores_gemma":[0.99965304,0.00006372035,0.000048638412,0.00012733295,0.00000947863,0.000097774144],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000119961645,0.00010682019,0.00011118913,0.000013656678,0.00017257822,0.00003466408,0.00009854121,0.00008528084,0.0014810907],"category_scores_gemma":[0.00012572762,0.00007073327,0.000026950602,0.00013269622,0.00020658251,0.00013988282,0.00019639259,0.000097125994,0.0011386003],"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":[0.000021487958,0.00024232043,0.2631871,0.000009873481,0.000012779107,0.0000056253407,0.00032584602,0.00014664434,0.6966676,0.00041512845,0.0035822922,0.0353833],"study_design_scores_gemma":[0.000057068468,0.00021061987,0.9525558,0.000018667548,0.000006062139,0.00001932507,0.0003459117,0.0028628598,0.032557968,0.010403482,0.0006640567,0.00029822934],"about_ca_topic_score_codex":0.0003930987,"about_ca_topic_score_gemma":0.0007547213,"teacher_disagreement_score":0.68936867,"about_ca_system_score_codex":0.00003943136,"about_ca_system_score_gemma":0.000003450051,"threshold_uncertainty_score":0.99963915},"labels":[],"label_agreement":null},{"id":"W1981431224","doi":"10.1016/s0022-0981(02)00438-0","title":"Disturbance by wrack facilitates spread of Phragmites australis in a coastal marsh","year":2002,"lang":"en","type":"article","venue":"Journal of Experimental Marine Biology and Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Rhode Island Sea Grant, University of Rhode Island; Rhode Island College; Andrew W. Mellon Foundation","keywords":"Phragmites; Biology; Marsh; Spartina alterniflora; Ecology; Disturbance (geology); Growing season; Salt marsh; Wetland","score_opus":0.008406461605774674,"score_gpt":0.23195292811329196,"score_spread":0.22354646650751728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981431224","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":[0.99726564,0.00036659572,0.0000063486077,0.00020028307,0.00017277547,0.00008935532,0.000039104554,0.0000034000304,0.0018565141],"genre_scores_gemma":[0.99896467,0.00015779883,0.00024976284,0.00004830167,0.000019712486,0.0000045522497,0.000010361842,0.0000057911293,0.00053903135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892735,0.000091645474,0.0004950805,0.00017331142,0.00006570374,0.00024689117],"domain_scores_gemma":[0.99943966,0.00012290062,0.00026260928,0.00008692214,0.000008015726,0.00007991217],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019620096,0.00013718783,0.0003629816,0.000057651738,0.000034550827,0.0000054136995,0.0001589826,0.00012212989,0.0028525898],"category_scores_gemma":[0.00004165108,0.000113896254,0.000059178772,0.00008594633,0.0003276702,0.00014117801,0.00031328993,0.0001543999,0.00002249959],"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":[0.000119684846,0.00032758515,0.9445366,0.000008269192,0.000020894528,0.000020870139,0.00026630054,0.000016541184,0.052412044,0.00004614034,0.0011456148,0.0010794065],"study_design_scores_gemma":[0.0027474065,0.003065431,0.9744741,0.000024265337,0.000019573446,0.00057231745,0.0009276656,0.0011493006,0.01071857,0.0007801893,0.0051855375,0.00033568163],"about_ca_topic_score_codex":0.00045329475,"about_ca_topic_score_gemma":0.0012437248,"teacher_disagreement_score":0.04169347,"about_ca_system_score_codex":0.00007936709,"about_ca_system_score_gemma":0.0000031421505,"threshold_uncertainty_score":0.9980589},"labels":[],"label_agreement":null},{"id":"W1982844602","doi":"10.1111/j.1365-3091.2006.00772.x","title":"The influence of vegetation on turbulence and flow velocities in European salt‐marshes","year":2006,"lang":"en","type":"article","venue":"Sedimentology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":156,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Spartina; Turbulence; Salt marsh; Turbulence kinetic energy; Geology; Canopy; Environmental science; Settling; Hydrology (agriculture); Flume; Marsh; Oceanography; Geomorphology; Flow (mathematics); Ecology; Wetland; Physics; Geotechnical engineering; Mechanics","score_opus":0.002836632294876805,"score_gpt":0.18008883499508266,"score_spread":0.17725220270020586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982844602","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":[0.9915873,0.00006449015,0.000019043713,0.00018570718,0.00005523966,0.00008659408,0.0000015299279,0.000008867845,0.00799127],"genre_scores_gemma":[0.99966663,0.000021219244,0.00011891467,0.000051329567,0.000008841429,0.0000041485937,0.0000023318794,0.0000046274804,0.000121938065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993666,0.000076428136,0.00017128042,0.000136166,0.00010195079,0.00014757345],"domain_scores_gemma":[0.99970895,0.00009921052,0.000062021034,0.0001104385,0.0000035927048,0.000015811584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024179637,0.000064555614,0.00007810492,0.00002183523,0.00005509084,0.000009343467,0.000105875,0.000022478805,0.000009770009],"category_scores_gemma":[0.000018960036,0.000048100366,0.000010104383,0.0000799314,0.00018069457,0.000060644918,0.000087475484,0.000055107386,0.00004364543],"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":[0.00008601501,0.000083816034,0.7688377,0.000051280975,0.000008422158,0.000024530134,0.0014441572,0.19994286,0.0060162856,0.0028225498,0.0002697817,0.020412605],"study_design_scores_gemma":[0.00019613249,0.00007662238,0.9876907,0.000022175787,0.0000023716855,0.0000063484704,0.000060469356,0.009269899,0.00020215298,0.0018332873,0.00057747687,0.000062376734],"about_ca_topic_score_codex":0.00070271624,"about_ca_topic_score_gemma":0.005004759,"teacher_disagreement_score":0.218853,"about_ca_system_score_codex":0.00004271927,"about_ca_system_score_gemma":0.0000030766607,"threshold_uncertainty_score":0.2792773},"labels":[],"label_agreement":null},{"id":"W1983876606","doi":"10.1046/j.1469-8137.2001.00051.x","title":"Light and salinity affect growth of the salt marsh plant<i>Aster laurentianus</i>","year":2001,"lang":"en","type":"article","venue":"New Phytologist","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Center for Northern Studies","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Salinity; Relative growth rate; Specific leaf area; Photosynthetically active radiation; Salt marsh; Biology; Growth rate; Substrate (aquarium); Botany; Advanced Spaceborne Thermal Emission and Reflection Radiometer; Light intensity; Horticulture; Photosynthesis; Ecology; Mathematics","score_opus":0.009972826780138555,"score_gpt":0.20925642191796404,"score_spread":0.19928359513782548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983876606","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":[0.97739726,0.0000565062,0.00018895301,0.0010831009,0.000275264,0.0001939904,0.000024311967,0.000030236744,0.02075035],"genre_scores_gemma":[0.99877244,0.000034462,0.00010818104,0.00017855398,0.00004641856,0.0000031721856,0.0000046868327,0.000009145756,0.00084292877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991131,0.00006814157,0.00017892125,0.00023391488,0.00018278287,0.00022315451],"domain_scores_gemma":[0.9994629,0.00005841424,0.000108784596,0.00028503075,0.0000039165284,0.00008097837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014382886,0.00012772932,0.00017761787,0.000013835928,0.00008141272,0.00002039762,0.00026637714,0.00007182347,0.00033406567],"category_scores_gemma":[0.000036856298,0.0000837964,0.0000598448,0.00017179374,0.00009909486,0.000087648856,0.00035308846,0.00011397667,0.00007459362],"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":[0.000036223613,0.00004134369,0.98098904,0.00002075049,0.000008591775,0.000008638388,0.00008032135,0.000015251349,0.003033009,0.000102804894,0.014394931,0.0012690735],"study_design_scores_gemma":[0.0006916686,0.0001128393,0.9745325,0.0000545281,0.000035662204,0.00016556105,0.000035958754,0.0005367834,0.0045123147,0.001930246,0.017141655,0.00025028235],"about_ca_topic_score_codex":0.0013270895,"about_ca_topic_score_gemma":0.016503962,"teacher_disagreement_score":0.021375163,"about_ca_system_score_codex":0.000035391957,"about_ca_system_score_gemma":0.000008789729,"threshold_uncertainty_score":0.9209598},"labels":[],"label_agreement":null},{"id":"W1983893851","doi":"10.1016/j.ecoleng.2010.06.008","title":"Ecological re-engineering of a freshwater impoundment for salt marsh restoration in a hypertidal system","year":2010,"lang":"en","type":"article","venue":"Ecological Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CB Wetlands & Environmental Specialists; Saint Mary's University","funders":"","keywords":"Marsh; Salt marsh; Environmental science; Wetland; Hydrology (agriculture); Spartina; Bay; Geology; Ecology; Restoration ecology; Oceanography; Biology","score_opus":0.005830213009227513,"score_gpt":0.18364584042097518,"score_spread":0.17781562741174767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983893851","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":[0.99468285,0.0000039259226,0.0038985773,0.00006808169,0.00047748332,0.0005082578,0.000017893528,0.0001112415,0.0002316727],"genre_scores_gemma":[0.98962635,9.902061e-7,0.01005064,0.00001157305,0.000059839134,0.00018477465,0.000011972811,0.000017841052,0.00003600401],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99871737,0.0000152184,0.00042701396,0.00029202993,0.00015783629,0.0003905436],"domain_scores_gemma":[0.9994513,0.00019079012,0.000066635635,0.00018313604,0.000008705863,0.000099423356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004956678,0.00017133923,0.0002848243,0.000065868364,0.0000354233,0.000022048791,0.00019984266,0.00020387696,0.0002720809],"category_scores_gemma":[0.00024435468,0.00014162963,0.00007971341,0.00016225959,0.000022383512,0.00011488219,0.00018360552,0.00024653756,0.000031124873],"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":[0.00007938535,0.00031224923,0.06028388,0.00030682472,0.000017951746,0.000050137885,0.00016775198,0.6231662,0.31316707,0.0019021973,0.000201038,0.0003452952],"study_design_scores_gemma":[0.0005028972,0.00022303419,0.156605,0.00003060418,0.000007541416,0.000018711582,0.000034616132,0.8397085,0.00092527433,0.000030015828,0.0016836122,0.00023018896],"about_ca_topic_score_codex":0.00008174978,"about_ca_topic_score_gemma":0.0035004157,"teacher_disagreement_score":0.3122418,"about_ca_system_score_codex":0.00033932872,"about_ca_system_score_gemma":0.000006843764,"threshold_uncertainty_score":0.57754886},"labels":[],"label_agreement":null},{"id":"W1984089815","doi":"10.1023/b:emas.0000009228.09204.b7","title":"Auditing the Accuracy of a Volunteer-Based Surveillance Program for an Aquatic Invader Bythotrephes","year":2003,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Environmental science; Aquatic environment; Ecotoxicology; Fishery; Ecology; Biology","score_opus":0.017155597217287096,"score_gpt":0.28571689864059074,"score_spread":0.26856130142330364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984089815","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":[0.9970234,0.000060626022,0.0012514087,0.00006219525,0.00017049568,0.0007452503,0.000020367226,0.00003124741,0.00063499506],"genre_scores_gemma":[0.9879212,0.000020998204,0.01163805,0.000011460759,0.000046044774,0.00025017068,0.00001520039,0.000022961463,0.00007394789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868226,0.00012222401,0.00028131856,0.00032856135,0.00029372267,0.0002918947],"domain_scores_gemma":[0.9991038,0.00031941757,0.00019129142,0.00029184233,0.0000015414937,0.000092145674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052393036,0.00018028572,0.00017983091,0.000016541047,0.00024932311,0.00005272938,0.00015455477,0.00004339886,0.00005046119],"category_scores_gemma":[0.000046432775,0.00013797608,0.000059539023,0.000067825684,0.0001395061,0.00015980098,0.00008315204,0.00011267371,0.0000061403703],"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":[0.000009901273,0.00029138263,0.94655186,0.00002716082,0.000016451682,8.6979736e-7,0.00019195057,0.0012198376,0.008820938,0.000022020502,0.000019386238,0.04282827],"study_design_scores_gemma":[0.0008939842,0.0006404886,0.94437927,0.00005788891,0.00003152455,0.000007212649,0.0015257347,0.040283673,0.004379916,0.00016326262,0.007279009,0.0003580313],"about_ca_topic_score_codex":0.0001447723,"about_ca_topic_score_gemma":0.000060431215,"teacher_disagreement_score":0.042470235,"about_ca_system_score_codex":0.00017450113,"about_ca_system_score_gemma":0.000012502385,"threshold_uncertainty_score":0.56265014},"labels":[],"label_agreement":null},{"id":"W1984454722","doi":"10.1016/j.jher.2014.04.001","title":"Tide-driven controls on maximum near-bed floc size in a tidal estuary","year":2014,"lang":"en","type":"article","venue":"Journal of Hydro-environment Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Settling; Flocculation; Turbulence; Estuary; Acoustic Doppler velocimetry; Sediment; Geology; Population; Shear (geology); Hydrology (agriculture); Geomorphology; Mechanics; Oceanography; Geotechnical engineering; Environmental science; Physics; Laser Doppler velocimetry","score_opus":0.015294649615583451,"score_gpt":0.2662396166456634,"score_spread":0.25094496703007996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984454722","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":[0.9891812,0.00002951326,0.00021461117,0.0016982818,0.00010739895,0.00041833738,0.0000061801948,0.000009116897,0.008335323],"genre_scores_gemma":[0.99802387,0.000093672825,0.00076739985,0.000120882534,0.00014666565,0.00001729241,0.00000247691,0.000038180315,0.0007895675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99508274,0.00073122466,0.0008043526,0.00040957643,0.0021249524,0.0008471458],"domain_scores_gemma":[0.9979085,0.000912758,0.00026883543,0.00051411655,0.000013144515,0.0003826635],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004037574,0.00024794546,0.0004892357,0.00018155556,0.00020702866,0.00011535747,0.0007602398,0.00014097101,0.002251388],"category_scores_gemma":[0.00038768066,0.00020272078,0.0001759919,0.0002875016,0.00033852085,0.00030834388,0.0005574102,0.0011401619,0.002047129],"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":[0.0018754392,0.0021291412,0.6548792,0.00006753026,0.00011596768,0.0008982701,0.0009257416,0.24878012,0.055522718,0.00013525794,0.008806861,0.025863742],"study_design_scores_gemma":[0.008984966,0.0066290055,0.67402893,0.0003884465,0.000045495828,0.0003937558,0.00049665495,0.21804178,0.0011700839,0.0054832683,0.083377965,0.0009596338],"about_ca_topic_score_codex":0.00037277292,"about_ca_topic_score_gemma":0.00036865028,"teacher_disagreement_score":0.0745711,"about_ca_system_score_codex":0.0011073289,"about_ca_system_score_gemma":0.000036363213,"threshold_uncertainty_score":0.9987299},"labels":[],"label_agreement":null},{"id":"W1984748885","doi":"10.1007/s12237-013-9618-z","title":"Biofilms and Size Sorting of Fine Sediment During Erosion in Intertidal Sands","year":2013,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada; Dalhousie University","funders":"","keywords":"Intertidal zone; Sediment; Microcosm; Silt; Geology; Sorting; Erosion; Grain size; Estuary; Granulometry; Mineralogy; Oceanography; Geomorphology","score_opus":0.0030448940933995392,"score_gpt":0.17529043260764268,"score_spread":0.17224553851424315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984748885","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":[0.99914455,0.000039893122,0.000013895454,0.00012892243,0.000038516624,0.000118924145,0.0000018400848,0.000008804101,0.0005046729],"genre_scores_gemma":[0.9995909,0.000021376507,0.00020445824,0.00001377371,0.000008506639,0.000009288783,0.0000011867317,0.000005296476,0.0001452497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99938726,0.00001195746,0.00019523774,0.00015723961,0.00009312014,0.00015521048],"domain_scores_gemma":[0.9997704,0.00003958016,0.00005769664,0.00007843515,0.0000033949486,0.000050518203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008008515,0.000082207,0.00012510171,0.000012909621,0.00005523761,0.00003076294,0.00004531375,0.000030738836,0.0002823065],"category_scores_gemma":[0.000025481588,0.00006773992,0.000012542105,0.000063436215,0.000078396675,0.0001472891,0.00036122516,0.000051415187,0.000009562568],"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":[0.000021120743,0.000028465134,0.9301042,0.000044370307,0.0000028777029,0.000002254302,0.00086028763,0.00004788618,0.059269793,0.000019392808,0.000042617805,0.00955674],"study_design_scores_gemma":[0.00044258125,0.00007971772,0.9896122,0.00006793713,0.000003122222,0.000009469607,0.00041030586,0.0059552127,0.003133534,0.00016943873,0.000020580399,0.0000958657],"about_ca_topic_score_codex":0.0034732763,"about_ca_topic_score_gemma":0.0048847687,"teacher_disagreement_score":0.05950804,"about_ca_system_score_codex":0.000021867456,"about_ca_system_score_gemma":0.0000020152854,"threshold_uncertainty_score":0.5250578},"labels":[],"label_agreement":null},{"id":"W1985168832","doi":"10.1046/j.1365-2664.2000.00531.x","title":"Assisted revegetation trials in degraded salt‐marshes","year":2000,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":48,"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 Toronto","funders":"","keywords":"Revegetation; Salt marsh; Environmental science; Peat; Vegetation (pathology); Marsh; Agronomy; Salinity; Context (archaeology); Ecology; Wetland; Land reclamation; Biology","score_opus":0.01716731820416103,"score_gpt":0.24812503663318408,"score_spread":0.23095771842902305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985168832","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":[0.98133427,0.000010964669,0.00006869745,0.00034160624,0.00016571337,0.00018701058,0.0000015164472,0.000006863926,0.017883368],"genre_scores_gemma":[0.9978019,0.000048761965,0.0016867289,0.00015695841,0.00006385338,0.0000075324824,0.0000024274937,0.000009521728,0.00022229513],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982358,0.00017908677,0.0010542539,0.00013278058,0.0001789562,0.00021909834],"domain_scores_gemma":[0.9989166,0.0003727044,0.00052473496,0.00010299366,0.0000065735294,0.00007638764],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024622115,0.00010195309,0.0005698928,0.00009296459,0.000038458813,0.00001614816,0.00018213861,0.00011707312,0.004144226],"category_scores_gemma":[0.00012009879,0.000083614636,0.00010166874,0.00021499203,0.000042649193,0.00010974306,0.000033305783,0.00019181815,0.00035532864],"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":[0.0031927882,0.001127206,0.38039392,0.0000762312,0.00018347146,0.00032195312,0.0018509985,0.07252589,0.048538785,0.00060415233,0.009092989,0.48209164],"study_design_scores_gemma":[0.0018722746,0.00020619,0.98605466,0.000016391643,0.000037810278,0.00016516917,0.000093428025,0.0013446118,0.0003090655,0.004626071,0.0051239044,0.0001504142],"about_ca_topic_score_codex":0.000029606166,"about_ca_topic_score_gemma":0.0025201137,"teacher_disagreement_score":0.60566074,"about_ca_system_score_codex":0.0002902749,"about_ca_system_score_gemma":0.000021698917,"threshold_uncertainty_score":0.99676615},"labels":[],"label_agreement":null},{"id":"W1986063484","doi":"10.3354/meps07669","title":"High recruitment of the introduced bryozoan Membranipora membranacea is associated with kelp bed defoliation in Nova Scotia, Canada","year":2008,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts; Dalhousie University","keywords":"Kelp; Biology; Nova scotia; Population; Kelp forest; Ecology; Bay; Fishery; Geography; Demography; Archaeology","score_opus":0.010859668513949506,"score_gpt":0.19294954699247996,"score_spread":0.18208987847853045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986063484","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":[0.99580234,0.000007089866,3.6361644e-7,0.0024696323,0.00034450693,0.00085119007,0.000025874691,0.000021985275,0.00047698774],"genre_scores_gemma":[0.99874455,0.000006188648,0.00017818017,0.00012771784,0.00001665142,0.000056621564,0.000051213956,0.000018666977,0.0008001883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984482,0.00013416754,0.00037844625,0.00033560736,0.0003351698,0.00036840668],"domain_scores_gemma":[0.999214,0.000051027953,0.00030481737,0.00034515522,0.000030560088,0.000054460117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022052729,0.00019366226,0.00035128527,0.000039697305,0.00013634512,0.000009801391,0.0003065029,0.000094875264,0.0007648189],"category_scores_gemma":[0.00006818502,0.00014173196,0.00003397245,0.00047968354,0.00032055934,0.00016437382,0.0006342366,0.00015668066,0.000009423258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010490964,0.00011748223,0.99754673,0.000018822891,0.0000484116,0.000035511097,0.00026331499,0.0007165915,0.00007638923,0.00004016275,0.0005794386,0.00045220525],"study_design_scores_gemma":[0.00080713973,0.00018271571,0.99600077,0.00001686635,0.000021611917,0.00005139546,0.000078504585,0.00038224278,0.00202704,0.0000849471,0.00017917769,0.00016758406],"about_ca_topic_score_codex":0.41531482,"about_ca_topic_score_gemma":0.99350995,"teacher_disagreement_score":0.57819515,"about_ca_system_score_codex":0.0007635035,"about_ca_system_score_gemma":0.00017386292,"threshold_uncertainty_score":0.837423},"labels":[],"label_agreement":null},{"id":"W1986518695","doi":"10.1007/s11368-011-0345-4","title":"Erosion characteristics and floc strength of Athabasca River cohesive sediments: towards managing sediment-related issues","year":2011,"lang":"en","type":"article","venue":"Journal of Soils and Sediments","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Sediment; Flume; Extracellular polymeric substance; Erosion; Environmental science; Consolidation (business); Geology; Population; Silt; Environmental chemistry; Geotechnical engineering; Chemistry; Geomorphology; Bacteria; Flow (mathematics)","score_opus":0.010067938345458362,"score_gpt":0.21347581789144776,"score_spread":0.2034078795459894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986518695","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":[0.9980881,0.00025974066,0.00007105894,0.00006394181,0.00033858392,0.0001300044,0.000026870768,0.000007085611,0.0010146068],"genre_scores_gemma":[0.9976488,0.0008949741,0.0010829223,0.00004236257,0.000036510904,0.0000011401352,0.0000055834394,0.000015456526,0.00027228505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984866,0.000049423394,0.000610287,0.00018867638,0.00043247917,0.0002325359],"domain_scores_gemma":[0.9990422,0.000021920934,0.00058308593,0.00012374407,0.00003661297,0.00019243923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038022274,0.00018655628,0.00036602054,0.0000802408,0.00008816552,0.000024601111,0.00015127707,0.00008272047,0.000363462],"category_scores_gemma":[0.000016453165,0.00015036561,0.00006629451,0.00009844294,0.00013906544,0.00040237544,0.00027499069,0.00015827765,0.000012616565],"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":[0.0004401934,0.0007151817,0.912915,0.00023109563,0.00047683058,0.00017126673,0.013024462,0.00004196744,0.011596082,0.00007482077,0.0011683785,0.059144747],"study_design_scores_gemma":[0.003109417,0.001221179,0.9780569,0.00062981574,0.0002948907,0.00016757788,0.001238831,0.007229014,0.005630495,0.0009824871,0.0009994543,0.00043991243],"about_ca_topic_score_codex":0.0006687208,"about_ca_topic_score_gemma":0.000019295165,"teacher_disagreement_score":0.06514195,"about_ca_system_score_codex":0.000083649466,"about_ca_system_score_gemma":0.00001119931,"threshold_uncertainty_score":0.6131732},"labels":[],"label_agreement":null},{"id":"W1986568358","doi":"10.1139/cjb-2012-0300","title":"Sea change under climate change: case studies in rare plant conservation from the dynamic San Francisco Estuary","year":2013,"lang":"en","type":"article","venue":"Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":11,"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":"University of California, Davis; California Department of Parks and Recreation; U.S. Fish and Wildlife Service; U.S. Army Corps of Engineers; San Francisco State University; Massachusetts Department of Fish and Game","keywords":"Biology; Biological dispersal; Metapopulation; Threatened species; Ecology; Habitat; Population; Climate change; Propagule","score_opus":0.04061402196270987,"score_gpt":0.25797435985989914,"score_spread":0.21736033789718928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986568358","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":[0.99597836,0.00064410554,0.00002015726,0.0016794999,0.00028772408,0.0008658936,0.0002765904,0.000043574724,0.0002041204],"genre_scores_gemma":[0.9978451,0.00029146703,0.0000940316,0.0012777083,0.00007233583,0.00033614816,0.000028639266,0.00001892417,0.000035659872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988502,0.00008650388,0.00023355382,0.00029150082,0.0001980975,0.00034012462],"domain_scores_gemma":[0.9993584,0.00017623285,0.00008833483,0.00031095993,0.000008043716,0.000058006848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020298311,0.00017127547,0.00019008284,0.000020631725,0.00017482461,0.000040037354,0.00016691924,0.00006627689,0.00045261323],"category_scores_gemma":[0.000021263078,0.00012066374,0.0000315468,0.00018248713,0.00009896813,0.00038046658,0.00034496936,0.00012785527,0.0006112655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030111452,0.00008647884,0.9791293,0.00004319257,0.00003703714,0.00082459854,0.0069152764,0.000070307426,0.0006963731,0.00004136364,0.002848109,0.00927783],"study_design_scores_gemma":[0.00034297476,0.00003432789,0.9267041,0.00009550629,0.00001459523,0.00020226851,0.004271756,0.06738032,0.000002867268,0.00052994594,0.00021662626,0.0002046968],"about_ca_topic_score_codex":0.025936991,"about_ca_topic_score_gemma":0.2520265,"teacher_disagreement_score":0.22608949,"about_ca_system_score_codex":0.00023523749,"about_ca_system_score_gemma":0.000003392294,"threshold_uncertainty_score":0.9805494},"labels":[],"label_agreement":null},{"id":"W1989020473","doi":"10.1016/j.ocecoaman.2011.09.006","title":"What do we need to assess the sustainability of the tidal salt marsh carbon sink?","year":2011,"lang":"en","type":"article","venue":"Ocean & Coastal Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":187,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Salt marsh; Marsh; Carbon sink; Environmental science; Wetland; Blue carbon; Swamp; Intertidal zone; Mangrove; Ecosystem; Sink (geography); Flooding (psychology); Ecology; Oceanography; Geography; Geology","score_opus":0.012385837943881149,"score_gpt":0.21249917567817622,"score_spread":0.20011333773429507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989020473","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":[0.93384653,0.000027653525,0.0003195226,0.0020855947,0.0006897477,0.0016009371,0.000014960962,0.000047430603,0.0613676],"genre_scores_gemma":[0.99580467,0.00005199847,0.00013246175,0.00013810034,0.000021879507,0.000019244553,0.000002133238,0.000024400244,0.003805116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804103,0.00015130476,0.00034818673,0.0004196584,0.0005893255,0.00045049872],"domain_scores_gemma":[0.9986394,0.000042583313,0.00014345095,0.0010344038,0.000026401973,0.00011376113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006539632,0.00022530032,0.00019744941,0.000041328498,0.00015664498,0.00010057546,0.0009327496,0.000045485827,0.00025011215],"category_scores_gemma":[0.000023941839,0.00014054369,0.00012266796,0.00047947315,0.00019102101,0.0002213976,0.003114414,0.00013946525,0.00004518406],"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":[0.00061949936,0.0013983852,0.78787327,0.0010892515,0.00032852357,0.00011831268,0.016175345,0.008619521,0.00040457162,0.021379085,0.009714157,0.1522801],"study_design_scores_gemma":[0.0011503111,0.0004778814,0.83958596,0.00039363618,0.00025140433,0.000018890987,0.08506601,0.004733631,0.0006288647,0.015601406,0.05105337,0.0010386303],"about_ca_topic_score_codex":0.0010962854,"about_ca_topic_score_gemma":0.0035680418,"teacher_disagreement_score":0.15124147,"about_ca_system_score_codex":0.0003052759,"about_ca_system_score_gemma":0.000013360308,"threshold_uncertainty_score":0.5731206},"labels":[],"label_agreement":null},{"id":"W1989210729","doi":"10.1371/journal.pone.0088760","title":"Modeling Tidal Marsh Distribution with Sea-Level Rise: Evaluating the Role of Vegetation, Sediment, and Upland Habitat in Marsh Resiliency","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":216,"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 Alberta","funders":"California Department of Fish and Wildlife","keywords":"Marsh; Salt marsh; Brackish marsh; Environmental science; Sediment; Estuary; Oceanography; Sea level; Ecology; Hydrology (agriculture); Wetland; Geology; Geomorphology; Biology","score_opus":0.019723141055071912,"score_gpt":0.21841028354359573,"score_spread":0.19868714248852382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989210729","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":[0.9972407,0.0000540821,0.0014481709,0.00009375493,0.000008764092,0.00025901495,0.000031665204,0.000010201876,0.00085363415],"genre_scores_gemma":[0.9987769,0.000006991843,0.0010826114,0.000008965753,0.000013798545,0.000020066538,0.000032052685,0.000008694907,0.000049895294],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895144,0.00008836728,0.0002076036,0.00019954925,0.00038248632,0.0001705436],"domain_scores_gemma":[0.9996254,0.00007492419,0.000076703305,0.00016477187,0.000016955799,0.000041237985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005966011,0.00009007392,0.00013260709,0.000013825165,0.00008543183,0.000018913724,0.00009874301,0.000033423064,0.000023111288],"category_scores_gemma":[0.000065948065,0.00006587933,0.000011360128,0.00013305168,0.000052657502,0.00013468516,0.00010298051,0.000087980596,0.000012584178],"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":[0.000066310495,0.0001633932,0.9529851,0.000061972634,0.000014878372,3.3469613e-7,0.00025360147,0.034221955,0.010324986,0.00007784004,0.0000032194587,0.0018264275],"study_design_scores_gemma":[0.00033031043,0.00012825384,0.25041366,0.000114886825,0.000027787952,0.0000012040341,0.00006490865,0.7475642,0.00037766495,0.0009023918,0.0000018215213,0.00007294028],"about_ca_topic_score_codex":0.00052509864,"about_ca_topic_score_gemma":0.00523641,"teacher_disagreement_score":0.7133422,"about_ca_system_score_codex":0.00008969354,"about_ca_system_score_gemma":0.000008446451,"threshold_uncertainty_score":0.292204},"labels":[],"label_agreement":null},{"id":"W1989767343","doi":"10.2208/jscejg.64.250","title":"DYNAMIC EQUILIBRIUM OF SEDIMENT ORGANIC CONTENT IN TIDAL FLATS: CONCEPTUAL APPLICATION FOR RESTORATION OF TIDAL FLAT ECOSYSTEMS","year":2008,"lang":"en","type":"article","venue":"Doboku Gakkai Ronbunshuu G","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of British Columbia","funders":"","keywords":"Tidal flat; Sediment; Environmental science; Ecosystem; Geology; Hydrology (agriculture); Geotechnical engineering; Ecology; Geomorphology","score_opus":0.018978009447144836,"score_gpt":0.22241357031504513,"score_spread":0.2034355608679003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989767343","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":[0.98758864,0.00008614786,0.009870074,0.00009225629,0.00022698987,0.0013708192,0.00011120707,0.000035520803,0.0006183549],"genre_scores_gemma":[0.99839056,0.000016771559,0.000739477,0.00001981772,0.00003183683,0.00012848522,0.00019579504,0.00003335621,0.00044390387],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99786824,0.00007433791,0.0008542922,0.00043057257,0.00042478277,0.00034776377],"domain_scores_gemma":[0.99888027,0.00009828858,0.000433002,0.00044745946,0.00004481219,0.00009615662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041316322,0.00021978517,0.00043553428,0.00008878337,0.000058579735,0.0000074646,0.00029489817,0.00014755537,0.00023016293],"category_scores_gemma":[0.000045830755,0.00021903946,0.00010703773,0.0002835626,0.00018909124,0.00021694964,0.0001691,0.00010711308,0.0000798226],"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":[0.0003152021,0.0002895741,0.14334016,0.00018746116,0.000027915941,0.0000050688627,0.002348146,0.008706007,0.84271026,0.000314085,0.0007648649,0.0009912549],"study_design_scores_gemma":[0.0067043416,0.0014962287,0.10953949,0.00023813464,0.0000762048,0.00009634045,0.0023182854,0.8131181,0.057668727,0.00035235545,0.0072291633,0.0011626289],"about_ca_topic_score_codex":0.0012332489,"about_ca_topic_score_gemma":0.0077277226,"teacher_disagreement_score":0.8044121,"about_ca_system_score_codex":0.00057474634,"about_ca_system_score_gemma":0.000051578074,"threshold_uncertainty_score":0.893217},"labels":[],"label_agreement":null},{"id":"W1989939424","doi":"10.1016/j.aquaculture.2014.07.006","title":"Influence of suspended mussel lines on sediment erosion and resuspension in Lagune de la Grande Entrée, Îles-de-la-Madeleine, Québec, Canada","year":2014,"lang":"en","type":"article","venue":"Aquaculture","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski; Fisheries and Oceans Canada; Dalhousie University","funders":"Fisheries and Oceans Canada","keywords":"Biology; Sediment; Mussel; Oceanography; Fishery","score_opus":0.002092472993286012,"score_gpt":0.19480440835536955,"score_spread":0.19271193536208353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989939424","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":[0.99727815,0.000031814572,0.000016872158,0.0006205525,0.000020567035,0.00014721991,0.000010138905,0.000013606224,0.0018610638],"genre_scores_gemma":[0.9992505,0.00006329803,0.0001530607,0.00027851813,0.000017125118,0.0000058918968,0.000011272264,0.000010770849,0.00020957291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988211,0.00020489436,0.00021925614,0.00025021157,0.0002692582,0.00023532112],"domain_scores_gemma":[0.9993367,0.00027294428,0.00009017102,0.00018027255,0.0000086048685,0.00011128193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047268125,0.00015277918,0.00018822029,0.00002476147,0.00006359318,0.00001910677,0.00014477348,0.00012887016,0.000043361706],"category_scores_gemma":[0.00017365893,0.00011615319,0.00002399052,0.00013851639,0.0000928133,0.00007463985,0.000120212564,0.00019688728,0.000006400415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002615572,0.00021542575,0.6759556,0.0001093682,0.000014012013,0.00006400781,0.0021919156,0.0853527,0.22281687,0.0005259747,0.010421903,0.0020706446],"study_design_scores_gemma":[0.001483956,0.00014250228,0.9566729,0.00023633722,0.00001903451,0.000044428885,0.00026216736,0.0136388205,0.008299438,0.0005137218,0.018377261,0.00030942904],"about_ca_topic_score_codex":0.76137966,"about_ca_topic_score_gemma":0.95614666,"teacher_disagreement_score":0.28071728,"about_ca_system_score_codex":0.00032501473,"about_ca_system_score_gemma":0.000053947988,"threshold_uncertainty_score":0.47365898},"labels":[],"label_agreement":null},{"id":"W1990448569","doi":"10.1371/journal.pone.0022376","title":"Ecosystem Resilience and Threshold Response in the Galápagos Coastal Zone","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":35,"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 Ottawa","funders":"Royal Holloway, University of London; Natural Environment Research Council; Sight Research UK","keywords":"Mangrove; Ecosystem; Environmental science; Ecology; Climate change; Oceanography; Environmental change; Physical geography; Geography; Geology; Biology","score_opus":0.030271904977164248,"score_gpt":0.19129597809808788,"score_spread":0.16102407312092362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990448569","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":[0.98896277,0.000020353376,0.00005366929,0.00016135797,0.00001869475,0.00038632806,0.00002282671,0.00002822253,0.010345752],"genre_scores_gemma":[0.9989238,0.00001752728,0.00044418583,0.00008274611,0.000013216134,0.000040638453,0.0000018767647,0.000012055836,0.0004639945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986162,0.00017113691,0.0002279353,0.00029465804,0.0004009976,0.0002890286],"domain_scores_gemma":[0.99934274,0.0001229898,0.0000606475,0.0003931716,0.000005206153,0.00007523379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001021959,0.00012509705,0.00016764947,0.000038920552,0.00009600322,0.000030924293,0.00033641534,0.0000542891,0.00034883458],"category_scores_gemma":[0.000065760454,0.00009220859,0.000021398506,0.00021855523,0.00008719388,0.00018165278,0.0002802689,0.0001496172,0.0003250402],"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":[0.0013107089,0.0014825751,0.9600385,0.00009691732,0.000028207636,0.00016692127,0.008199165,0.000060389037,0.027738456,0.0002295409,0.00018795594,0.00046067318],"study_design_scores_gemma":[0.0007106534,0.00051048404,0.97612685,0.00020766928,0.000038022725,0.00006166624,0.001737211,0.017638419,0.002070322,0.000381225,0.00015836574,0.00035911787],"about_ca_topic_score_codex":0.00047321,"about_ca_topic_score_gemma":0.017451365,"teacher_disagreement_score":0.025668133,"about_ca_system_score_codex":0.00005938046,"about_ca_system_score_gemma":0.000008016152,"threshold_uncertainty_score":0.9738271},"labels":[],"label_agreement":null},{"id":"W1990732066","doi":"10.1007/s13157-014-0518-1","title":"Measuring Habitat Quality for Least Bitterns in a Created Wetland with Use of a Small Unmanned Aircraft","year":2014,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":89,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; McGill University","funders":"Kenneth M. Molson Foundation; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Wetland; Habitat; Akaike information criterion; Marsh; Environmental science; Ecology; Population; Land cover; Hydrology (agriculture); Biology; Land use; Statistics; Geology","score_opus":0.04150393194282373,"score_gpt":0.22739498456859294,"score_spread":0.18589105262576922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990732066","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":[0.9841111,0.0000023314424,0.014115807,0.0001226859,0.00004646637,0.0004341593,0.00004816033,0.0000433714,0.0010759747],"genre_scores_gemma":[0.9974544,0.0000023668156,0.00198783,0.00003979406,0.000024487674,0.00005436647,0.00004385769,0.00002939152,0.00036351284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984485,0.000108306405,0.00041373575,0.00038770062,0.000253395,0.00038839356],"domain_scores_gemma":[0.9991031,0.00022906851,0.00016111188,0.00037111214,0.000020960495,0.00011459423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062535773,0.0002040941,0.00037851854,0.0000851056,0.000061371975,0.000039639148,0.00018649329,0.000085244385,0.000046130015],"category_scores_gemma":[0.00012525303,0.00016171136,0.000074494994,0.00025789096,0.00007819129,0.0001729992,0.0001293109,0.000103315804,0.000022991619],"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":[0.00037491365,0.00009823221,0.9911575,0.000094642804,0.000015846535,0.0000026324467,0.0002482993,0.0044175694,0.0026488134,0.000036553873,0.000051447532,0.00085360545],"study_design_scores_gemma":[0.0026684273,0.00038039306,0.94526917,0.00016815327,0.0000238183,0.000011482721,0.00008589066,0.04894533,0.00059881073,0.00012769246,0.0013890463,0.00033176297],"about_ca_topic_score_codex":0.0029569725,"about_ca_topic_score_gemma":0.16557807,"teacher_disagreement_score":0.1626211,"about_ca_system_score_codex":0.00010975394,"about_ca_system_score_gemma":0.000011438863,"threshold_uncertainty_score":0.84964794},"labels":[],"label_agreement":null},{"id":"W1990878720","doi":"10.3354/meps270071","title":"Effect of terrigenous sedimentation on mangrove physiology and associated macrobenthic communities","year":2004,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":97,"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":"Mangrove; Terrigenous sediment; Avicennia marina; Benthic zone; Sedimentation; Estuary; Ecology; Oceanography; Environmental science; Sediment; Geography; Biology; Geology","score_opus":0.003279739707430363,"score_gpt":0.21143377344683037,"score_spread":0.2081540337394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990878720","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":[0.9984504,0.0000073198553,4.8498885e-7,0.00018675106,0.00014354182,0.0003494339,0.000014305323,0.00004474882,0.0008030348],"genre_scores_gemma":[0.9994686,0.000016216032,0.000091150934,0.000047978232,0.000009029179,0.000064933396,0.00010225526,0.000012671834,0.0001871235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991606,0.00019153694,0.00017849512,0.00014984241,0.00009079897,0.00022873271],"domain_scores_gemma":[0.99955976,0.000105691215,0.00013674473,0.00015694577,0.00000714371,0.000033704928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002313587,0.00014503107,0.0002526728,0.00003719941,0.00015006817,0.000012375611,0.0001248784,0.00009995637,0.00040789074],"category_scores_gemma":[0.000017434479,0.00012416393,0.000029639119,0.00007535557,0.00044625739,0.00011309716,0.0004704453,0.00011611316,0.000040497627],"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":[0.0003635436,0.00018861986,0.99209327,0.00011792496,0.00005960602,0.0000134446955,0.0011156768,0.0007672111,0.0007783737,0.00014476386,0.000025579624,0.004331964],"study_design_scores_gemma":[0.0013170965,0.0047523673,0.9865803,0.000022342972,0.000032188254,0.00004524899,0.0002315062,0.00022783165,0.005504891,0.001046351,0.00007369195,0.0001661798],"about_ca_topic_score_codex":0.00087741343,"about_ca_topic_score_gemma":0.0102158375,"teacher_disagreement_score":0.009338424,"about_ca_system_score_codex":0.00015028164,"about_ca_system_score_gemma":0.0000055641253,"threshold_uncertainty_score":0.5700677},"labels":[],"label_agreement":null},{"id":"W1991038530","doi":"10.1016/j.quaint.2004.01.013","title":"Mid-to-late Holocene sea level influence on coastal wetland development in Trinidad","year":2004,"lang":"en","type":"article","venue":"Quaternary International","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; University of Pittsburgh","keywords":"Wetland; Holocene; Mangrove; Peat; Swamp; Geology; Oceanography; Sea level; Radiocarbon dating; Marine transgression; Brackish water; Marsh; Sediment; Landform; Structural basin; Geography; Fishery; Ecology; Geomorphology; Salinity; Archaeology","score_opus":0.016021479753391524,"score_gpt":0.24320674863128114,"score_spread":0.22718526887788962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991038530","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":[0.9926381,0.0000012053667,0.0010416189,0.0012248154,0.00039793702,0.00020774736,0.00008537528,0.00003943924,0.004363756],"genre_scores_gemma":[0.9965216,0.000004109583,0.0014253329,0.0005527917,0.000041989308,0.000035505676,0.00007337036,0.000018774732,0.0013265039],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827397,0.000022568063,0.0003899554,0.0004136687,0.00058203976,0.00031782265],"domain_scores_gemma":[0.9995115,0.000028036058,0.000082255174,0.00018126064,0.000015344489,0.00018162525],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020503862,0.0001964402,0.00015007409,0.00014298619,0.00006059878,0.000054223936,0.00049168343,0.000060306447,0.00036744445],"category_scores_gemma":[0.000050585273,0.00018764933,0.00003996558,0.00017550758,0.00003782664,0.00024102576,0.000370343,0.00015158048,0.0026502828],"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":[0.00021381711,0.00024069507,0.8027606,0.000006381658,0.000021161306,0.00019595047,0.0007025259,0.18763028,0.0029786162,0.00007950807,0.0001319234,0.0050385348],"study_design_scores_gemma":[0.0016226341,0.00012797875,0.9851169,0.00012694707,0.0000021905198,0.000045104276,0.000029987486,0.0034563295,0.005036137,0.00037383146,0.0037244307,0.0003375303],"about_ca_topic_score_codex":0.0031541677,"about_ca_topic_score_gemma":0.008113181,"teacher_disagreement_score":0.18417394,"about_ca_system_score_codex":0.00072003045,"about_ca_system_score_gemma":0.000047125523,"threshold_uncertainty_score":0.99812627},"labels":[],"label_agreement":null},{"id":"W1991751011","doi":"10.1007/s11104-012-1400-7","title":"How red mangrove seedlings stand up: an answer for Cheeseman (2012)","year":2012,"lang":"en","type":"article","venue":"Plant and Soil","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Harvard University","keywords":"Mangrove; Plant physiology; Environmental science; Ecology; Agroforestry; Botany; Biology","score_opus":0.012986531707783442,"score_gpt":0.19934327724034084,"score_spread":0.1863567455325574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991751011","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":[0.99563015,0.00009644764,0.0003512149,0.00019981278,0.00029857608,0.00017756238,0.00018010703,0.00003107124,0.0030350569],"genre_scores_gemma":[0.9935583,0.000033103155,0.00020358241,0.00004221044,0.00014274807,0.0000137641955,0.000105493324,0.000012808689,0.0058880043],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927926,0.0000128679985,0.000087293105,0.00017147533,0.00011972919,0.00032935693],"domain_scores_gemma":[0.99962664,0.00002871191,0.000041515283,0.00012719345,0.000003221043,0.00017269538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022470094,0.000108615524,0.00012216,0.000016352315,0.00011566768,0.000065771186,0.000080962105,0.000060305596,0.00008860123],"category_scores_gemma":[0.000009760619,0.00008905092,0.000024100776,0.000033545795,0.00003151491,0.0005028303,0.00007380582,0.0000488762,0.000021221585],"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":[0.00060528977,0.000396679,0.8702951,0.00040794877,0.000093973285,0.00001546547,0.013076965,0.00007084761,0.034181815,0.0016736869,0.05084736,0.028334873],"study_design_scores_gemma":[0.0028921305,0.0005055011,0.2768562,0.00007461463,0.00011982578,0.00018125577,0.003115256,0.0426206,0.0019676045,0.0012804089,0.66897637,0.0014101992],"about_ca_topic_score_codex":0.00013888642,"about_ca_topic_score_gemma":0.0020741161,"teacher_disagreement_score":0.618129,"about_ca_system_score_codex":0.00003473035,"about_ca_system_score_gemma":0.000002586367,"threshold_uncertainty_score":0.3631391},"labels":[],"label_agreement":null},{"id":"W1992200138","doi":"10.1007/s13157-012-0347-z","title":"Forty Years of Change in the Bulrush Marshes of the St. Lawrence Estuary and The Impact of the Greater Snow Goose","year":2012,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Environment and Climate Change Canada; Université de Sherbrooke","funders":"","keywords":"Marsh; Goose; Estuary; Brackish marsh; Wetland; Snow; Scirpus; Shore; Geography; Ecology; Environmental science; Biology; Fishery","score_opus":0.01818564357789518,"score_gpt":0.2354288226518072,"score_spread":0.21724317907391202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992200138","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":[0.9975677,0.000056515542,0.0000021213484,0.00016717541,0.00006535022,0.000350914,0.000053249274,0.0000023681375,0.0017345833],"genre_scores_gemma":[0.9997914,0.00003343022,0.000006722437,0.000045101515,0.00002411736,0.000017126777,0.0000017568847,0.0000064711744,0.00007390257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991146,0.00014919786,0.00019756735,0.000095419346,0.0002474884,0.00019572835],"domain_scores_gemma":[0.9992076,0.00015424943,0.00015392034,0.0004556537,0.0000044169387,0.000024144325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007395369,0.00009447007,0.00016626103,0.000013369309,0.000046000514,0.0000081180715,0.00047713486,0.000042181982,0.00010376877],"category_scores_gemma":[0.00003815323,0.000034291097,0.00010939978,0.00021878889,0.00035104575,0.00010523734,0.00039662246,0.0001016738,0.000003124863],"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":[0.00003717817,0.000035788435,0.9932968,0.000011663728,0.000009750876,2.2144768e-7,0.004370546,0.000038121765,0.00015604103,0.000045531844,0.0001194549,0.0018789175],"study_design_scores_gemma":[0.00038063573,0.00003425297,0.9980807,0.0000392036,0.000016391588,0.000010077355,0.00022491586,0.0008278803,0.000093916606,0.0001686872,0.000076532044,0.000046835026],"about_ca_topic_score_codex":0.00621989,"about_ca_topic_score_gemma":0.0047079744,"teacher_disagreement_score":0.0047838874,"about_ca_system_score_codex":0.000030028365,"about_ca_system_score_gemma":0.000006625845,"threshold_uncertainty_score":0.9402654},"labels":[],"label_agreement":null},{"id":"W1992600948","doi":"10.2495/dne-v7-n3-274-291","title":"Physical circulation and spatial exchange dynamics in a shallow floodplain wetland","year":2012,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":11,"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":"Institut Penyelidikan Air Kebangsaan Malaysia","keywords":"Pelagic zone; Environmental science; Wetland; Littoral zone; Floodplain; Hydrology (agriculture); Macrophyte; Transect; Vegetation (pathology); Water level; Atmospheric sciences; Ecology; Oceanography; Geology; Geography","score_opus":0.007101441517095815,"score_gpt":0.22863873226969214,"score_spread":0.22153729075259632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992600948","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":[0.9706664,0.00020427116,0.027477102,0.00035547718,0.0006181323,0.00012022979,0.00002016019,0.0000064967167,0.00053170737],"genre_scores_gemma":[0.9981962,0.00017304982,0.001159444,0.000094518466,0.0003155681,0.0000021812489,0.000016968723,0.000014887661,0.00002721569],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988506,0.00007071397,0.00031287107,0.00014566933,0.00039549312,0.0002246829],"domain_scores_gemma":[0.99940634,0.0001297081,0.00022378613,0.000072208655,0.00003409963,0.0001338795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005512182,0.00015047616,0.00021047844,0.00015608246,0.000039840113,0.00005952083,0.0001910355,0.00016037734,0.000040632363],"category_scores_gemma":[0.0000661288,0.00013275917,0.00005425413,0.00010705132,0.00004691605,0.0005461486,0.00014944685,0.00041574455,0.0000063289203],"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":[0.00025695894,0.00026868912,0.9506546,0.000022099835,0.00008066137,0.00007254573,0.0010643638,0.003964834,0.0009900845,0.0006969601,0.00008480661,0.04184336],"study_design_scores_gemma":[0.0008427837,0.00008608061,0.30459353,0.0000570048,0.000026646872,0.0005197475,0.00013027394,0.69144917,0.0000150348615,0.0018879682,0.00021025106,0.00018150167],"about_ca_topic_score_codex":0.00016863222,"about_ca_topic_score_gemma":0.0047815167,"teacher_disagreement_score":0.6874843,"about_ca_system_score_codex":0.00043946033,"about_ca_system_score_gemma":0.000012396059,"threshold_uncertainty_score":0.54137623},"labels":[],"label_agreement":null},{"id":"W1994969614","doi":"10.1139/b00-154","title":"Caractérisation des chutes de litière et des apports au sol en nutriments dans une mangrove de Guyane française","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"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":"Mangrove; Rhizophora mangle; Avicennia; Litter; Facies; Nutrient; Forestry; Botany; Geography; Environmental science; Ecology; Biology","score_opus":0.007869671664065023,"score_gpt":0.21207839157027694,"score_spread":0.20420871990621192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994969614","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":[0.98732024,0.00014771648,0.004582678,0.00029117038,0.000113744856,0.00010553544,0.000023870865,0.0000075033213,0.0074075623],"genre_scores_gemma":[0.9978759,0.00007036398,0.0012239831,0.00013172177,0.00010077412,0.0000029552832,0.000003073753,0.000022192111,0.0005689803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987154,0.00009231736,0.00031874882,0.00013269618,0.00019330117,0.0005475233],"domain_scores_gemma":[0.99876875,0.00005078404,0.00017865848,0.00012896047,0.000024928411,0.00084789406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062460854,0.0001416597,0.0001757446,0.000086593325,0.00022549457,0.00006509794,0.00022046233,0.00008530553,0.00037827028],"category_scores_gemma":[0.00009619885,0.00014031722,0.00008548404,0.00017552727,0.00015066641,0.00038646837,0.000026955893,0.00017851446,0.000033302047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014429329,0.000025993006,0.9786468,0.000012633013,0.00002270881,0.00075386645,0.0085455645,0.0013673692,0.002931232,0.000010430318,0.0007381572,0.006930824],"study_design_scores_gemma":[0.00038372388,0.00010770137,0.98691803,0.0001254438,0.000038492464,0.0017876512,0.0016307828,0.001807666,0.00030917136,0.0014998596,0.005203566,0.00018788461],"about_ca_topic_score_codex":0.16045707,"about_ca_topic_score_gemma":0.80428606,"teacher_disagreement_score":0.643829,"about_ca_system_score_codex":0.002475673,"about_ca_system_score_gemma":0.00043320024,"threshold_uncertainty_score":0.84513354},"labels":[],"label_agreement":null},{"id":"W1996048515","doi":"10.1007/s10750-007-9174-2","title":"Testing the transferability of a marsh-inundation model across two landscapes","year":2007,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Fish and Wildlife Service; National Oceanic and Atmospheric Administration","keywords":"Marsh; Wetland; Transferability; Land cover; Vegetation (pathology); Physical geography; Geography; Ecology; Environmental science; Digital elevation model; Hydrology (agriculture); Land use; Geology; Remote sensing; Statistics; Biology; Mathematics","score_opus":0.020537334699712296,"score_gpt":0.25855902473128706,"score_spread":0.23802169003157475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996048515","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":[0.98332196,0.0000044862427,0.012550272,0.000034727283,0.000042456784,0.00017851642,0.00002925926,0.00003668337,0.0038016324],"genre_scores_gemma":[0.9986548,7.9341044e-7,0.001229629,0.000027327384,0.000012573176,0.0000046620207,0.0000124564685,0.0000056021963,0.00005218741],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991688,0.000035791363,0.00025059018,0.000195523,0.00009129298,0.00025800458],"domain_scores_gemma":[0.99947137,0.00020308753,0.00006626,0.0002201904,0.000008524594,0.00003056546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012137992,0.00009125939,0.00011969921,0.0000076093183,0.00011530769,0.000010665665,0.0002076821,0.00005030502,0.00007917851],"category_scores_gemma":[0.00008179322,0.000057413,0.00004333551,0.00017455648,0.0001070286,0.000070916976,0.00012164001,0.00008973857,0.00004239912],"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":[0.000045854256,0.00006488254,0.7022963,0.000017388917,0.0000075210633,0.0000015798339,0.00054508523,0.1177579,0.16501491,0.000057291927,0.000020337025,0.014170919],"study_design_scores_gemma":[0.00034089285,0.0000734949,0.3923128,0.00001254537,0.000008678929,0.000016028802,0.00015000814,0.60370666,0.0023914082,0.0007707057,0.00006461643,0.00015216504],"about_ca_topic_score_codex":0.0004526207,"about_ca_topic_score_gemma":0.005813022,"teacher_disagreement_score":0.48594877,"about_ca_system_score_codex":0.00006836788,"about_ca_system_score_gemma":0.0000049493483,"threshold_uncertainty_score":0.32438028},"labels":[],"label_agreement":null},{"id":"W1996792844","doi":"10.1007/s12237-009-9203-7","title":"Stratigraphic and Ecophysical Characterizations of Salt Pools: Dynamic Landforms of the Webhannet Salt Marsh, Wells, ME, USA","year":2009,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Maine Sea Grant, University of Maine","keywords":"Salt marsh; Geology; Marsh; Landform; Sediment; Vegetation (pathology); Hydrology (agriculture); Peat; Geomorphology; Oceanography; Wetland; Ecology; Biology; Geotechnical engineering","score_opus":0.0031235026731527608,"score_gpt":0.1873750405341724,"score_spread":0.18425153786101964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996792844","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":[0.9984444,0.00004147683,0.0001280206,0.0003939625,0.000050770326,0.00016414885,0.00006526303,0.00000821652,0.0007037355],"genre_scores_gemma":[0.99948585,0.00014867171,0.000065890745,0.00005615441,0.000010635694,0.0000029105713,0.000013973404,0.0000054682173,0.00021046452],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926066,0.000025130024,0.00022167189,0.00016881277,0.0001662843,0.00015745741],"domain_scores_gemma":[0.9995913,0.00003249949,0.00012360241,0.00018687871,0.000007992731,0.00005770844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007413742,0.000116888245,0.00018939366,0.000020760925,0.000112231646,0.000026451153,0.00012907287,0.000048581605,0.00005674592],"category_scores_gemma":[0.000011293772,0.000078445155,0.000039080096,0.00017375615,0.00021311284,0.00013992029,0.00013717095,0.00007627477,0.0000041802573],"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":[0.00009419081,0.00031694784,0.9462267,0.00012528492,0.000044004893,0.0000031628,0.0014158665,0.00042730698,0.020186348,0.005416354,0.00023435267,0.025509445],"study_design_scores_gemma":[0.00020441976,0.00016300853,0.9894584,0.000036131656,0.00001742607,0.000008924163,0.00009684938,0.007706775,0.00018250018,0.0018048034,0.0002231259,0.00009762683],"about_ca_topic_score_codex":0.00037033265,"about_ca_topic_score_gemma":0.005044786,"teacher_disagreement_score":0.043231674,"about_ca_system_score_codex":0.000010927099,"about_ca_system_score_gemma":0.000011022452,"threshold_uncertainty_score":0.31989005},"labels":[],"label_agreement":null},{"id":"W1997541841","doi":"10.1016/j.aquabot.2008.11.003","title":"Erratum to “Ethnobiology, socio-economics and management of mangrove forests: A review” [Aquat. Bot. 89 (2008) 220–236]","year":2008,"lang":"en","type":"erratum","venue":"Aquatic Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University; Mount Allison University","funders":"","keywords":"Ethnobiology; Mangrove; Geography; Agroforestry; Ecology; Environmental science; Biology","score_opus":0.009798676330159378,"score_gpt":0.22405859690036417,"score_spread":0.2142599205702048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997541841","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":[0.13917652,0.11656081,0.0052525457,0.01752285,0.050742585,0.023503209,0.0019761214,0.00063255976,0.6446328],"genre_scores_gemma":[0.033569578,0.46074566,0.009616754,0.0043599997,0.00078307727,0.0007929453,0.0007073589,0.00044636513,0.48897827],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965135,0.00012603284,0.0011463611,0.0010647079,0.00037584698,0.0007735698],"domain_scores_gemma":[0.9977446,0.0001007301,0.00067033834,0.0011588528,0.000015444517,0.00031000905],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063614454,0.00066907273,0.001258379,0.000095609605,0.00016321536,0.00003250835,0.0007906267,0.0005159436,0.0005078315],"category_scores_gemma":[0.00006983022,0.0006439133,0.00025346398,0.00032042785,0.00034195476,0.00014827192,0.0012817893,0.0005247888,0.0010617261],"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":[0.00002085949,0.00008204035,0.0017185616,0.0015066992,0.0001904517,0.000055290355,0.00019062971,0.00004998833,0.000008499083,0.00011652451,0.98953456,0.0065258997],"study_design_scores_gemma":[0.00075730524,0.00042755785,0.012637708,0.004517938,0.0005111019,0.00011180135,0.00034428656,0.008356536,0.0000017906332,0.0014244007,0.9694786,0.0014309431],"about_ca_topic_score_codex":0.0009789631,"about_ca_topic_score_gemma":0.008349016,"teacher_disagreement_score":0.34418485,"about_ca_system_score_codex":0.00048835686,"about_ca_system_score_gemma":0.000053766333,"threshold_uncertainty_score":0.99971604},"labels":[],"label_agreement":null},{"id":"W1997948036","doi":"10.1007/s13157-012-0339-z","title":"Using Satellite Imagery to Assess Macrophyte Response to Water-level Manipulations in the Saskatchewan River Delta, Manitoba","year":2012,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Ducks Unlimited Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Manitoba Hydro","keywords":"Wetland; Drawdown (hydrology); Macrophyte; Environmental science; Hydrology (agriculture); Vegetation (pathology); Typha; Delta; Water level; Satellite imagery; River delta; Ecology; Physical geography; Geography; Geology; Remote sensing; Cartography; Biology; Aquifer; Groundwater","score_opus":0.06442052668622936,"score_gpt":0.27975163879412934,"score_spread":0.21533111210789999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997948036","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":[0.9923331,0.0000045287406,0.005353805,0.00047712695,0.00025704867,0.0004058827,0.00004617812,0.000027626636,0.0010946728],"genre_scores_gemma":[0.99317944,0.000001270299,0.0054546082,0.0006154584,0.000114301765,0.00003240424,0.000026011183,0.00002723099,0.0005492557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982249,0.00022358059,0.00026088103,0.0002796642,0.0003527393,0.00065822253],"domain_scores_gemma":[0.99917674,0.0001106029,0.00003721317,0.0004599983,0.000009194297,0.00020624645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011560816,0.00019422107,0.00017054634,0.00010994861,0.00018914617,0.00008862318,0.00035613208,0.000066740904,0.00020009952],"category_scores_gemma":[0.000029444576,0.0001324204,0.000050365798,0.0003941583,0.00003622641,0.0002507163,0.0003859878,0.00013374815,0.0011916544],"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":[0.0002774415,0.0001106002,0.8894936,0.000012277542,0.000008646941,0.00003986947,0.009277902,0.0054991953,0.089979865,0.000009926866,0.00027734874,0.0050133476],"study_design_scores_gemma":[0.00021906703,0.000045340825,0.9847766,0.000023293185,0.000014565954,0.000051699615,0.0013658478,0.0017606962,0.0011219635,0.00007312263,0.010262673,0.00028510406],"about_ca_topic_score_codex":0.0034350604,"about_ca_topic_score_gemma":0.05988314,"teacher_disagreement_score":0.09528305,"about_ca_system_score_codex":0.00035692594,"about_ca_system_score_gemma":0.000010343321,"threshold_uncertainty_score":0.99958605},"labels":[],"label_agreement":null},{"id":"W1998868572","doi":"10.1016/j.jglr.2012.02.007","title":"Response of wetland vegetation to the post-1986 decrease in Lake St. Clair water levels: Seed-bank emergence and beginnings of the Phragmites australis invasion","year":2012,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":45,"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":"U.S. Army Corps of Engineers; U.S. Geological Survey","keywords":"Phragmites; Wetland; Typha; Propagule; Biomass (ecology); Ecology; Vegetation (pathology); Environmental science; Plant community; Aquatic plant; Water level; Ecological succession; Biology; Macrophyte; Geography","score_opus":0.039124255041575295,"score_gpt":0.301332246031262,"score_spread":0.2622079909896867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998868572","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":[0.99634445,0.00007448297,0.000011981894,0.0030648215,0.00007612908,0.00026389523,0.000033150412,0.0000015775258,0.00012954089],"genre_scores_gemma":[0.99947053,0.000033687913,0.000086453576,0.000037122445,0.000034574794,0.0000043880736,0.0000022414008,0.000009659482,0.00032133725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744433,0.0006721664,0.00046072985,0.00012246707,0.00090674113,0.00039353938],"domain_scores_gemma":[0.99885976,0.00041232357,0.00015524308,0.0002478936,0.00012275249,0.00020199653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056632203,0.000102205326,0.00019563243,0.00018067267,0.00012806637,0.000025859143,0.0004124386,0.00006262259,0.0004767974],"category_scores_gemma":[0.000891964,0.00004982824,0.0000675835,0.00045632277,0.0002369211,0.00036820752,0.00037376757,0.00031301437,0.000014180334],"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":[0.0008893077,0.000075341224,0.8623681,0.000045426226,0.000014463905,0.0000085086,0.005405104,0.00075417926,0.12894459,0.000007751463,0.00068185676,0.00080537715],"study_design_scores_gemma":[0.00035452362,0.00027662405,0.98141795,0.00019390394,0.000011196047,0.00008015025,0.0006680772,0.00033261647,0.013578299,0.000066839966,0.0029492606,0.00007056194],"about_ca_topic_score_codex":0.00047870434,"about_ca_topic_score_gemma":0.023768308,"teacher_disagreement_score":0.11904985,"about_ca_system_score_codex":0.00009651418,"about_ca_system_score_gemma":0.000045371355,"threshold_uncertainty_score":0.9940454},"labels":[],"label_agreement":null},{"id":"W1999137494","doi":"10.1016/s0025-3227(03)00327-x","title":"Fine-grained sediment flocculation below the Hubbard Glacier meltwater plume, Disenchantment Bay, Alaska","year":2003,"lang":"en","type":"article","venue":"Marine Geology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Fisheries and Oceans Canada; Bedford Institute of Oceanography; Dalhousie University","funders":"National Science Foundation","keywords":"Meltwater; Geology; Sedimentation; Plume; Sediment; Advection; Glacier; Bay; Settling; Geomorphology; Deposition (geology); Sediment trap; Mass flux; Flux (metallurgy); Disenchantment; Sedimentary depositional environment; Fjord; Oceanography; Environmental science; Structural basin; Meteorology","score_opus":0.00469850188411299,"score_gpt":0.188315392387106,"score_spread":0.183616890502993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999137494","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":[0.9764446,0.000011499932,0.00085787475,0.0018041112,0.00047845644,0.00044498226,0.0000039663682,0.00004748527,0.019907031],"genre_scores_gemma":[0.9899543,0.0000076211163,0.00045010488,0.0002955335,0.000046617937,0.00007529683,0.00006864237,0.000016561795,0.009085358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846536,0.00014570268,0.0002874852,0.00038250862,0.00025001005,0.00046895668],"domain_scores_gemma":[0.9993165,0.000058712067,0.00008185002,0.00043971353,0.00000958212,0.0000936338],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038131906,0.00020407194,0.0001952695,0.000032586373,0.00018740266,0.000026494821,0.00021555193,0.000085378546,0.009260426],"category_scores_gemma":[0.00003947699,0.00013745554,0.0000798465,0.00016768699,0.00012740378,0.000094360425,0.0006126519,0.00012138333,0.0011220755],"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":[0.000034527504,0.000097947515,0.97877365,0.0000102642425,0.00004066692,0.000022998367,0.00026194286,0.009640926,0.00027682347,0.00045325348,0.0018228594,0.008564151],"study_design_scores_gemma":[0.0012802084,0.00018948538,0.8471645,0.000006844322,0.00005457356,0.0001138798,0.00008696239,0.015309122,0.00040549962,0.008382558,0.12657458,0.000431786],"about_ca_topic_score_codex":0.0005505389,"about_ca_topic_score_gemma":0.008455589,"teacher_disagreement_score":0.13160913,"about_ca_system_score_codex":0.0001798093,"about_ca_system_score_gemma":0.0000102489075,"threshold_uncertainty_score":0.99965566},"labels":[],"label_agreement":null},{"id":"W1999803596","doi":"10.1890/110004","title":"A blueprint for blue carbon: toward an improved understanding of the role of vegetated coastal habitats in sequestering CO<sub>2</sub>","year":2011,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3475,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministerio de Ciencia e Innovación","keywords":"Blue carbon; Salt marsh; Seagrass; Carbon sequestration; Environmental science; Mangrove; Ecosystem; Habitat; Ecosystem services; Marsh; Wetland; Ecology; Carbon dioxide; Biology","score_opus":0.018157055835441062,"score_gpt":0.2191665936399068,"score_spread":0.20100953780446573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999803596","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":[0.56336063,0.4246381,0.0025149563,0.00004360868,0.0011847407,0.0073404596,0.00021523114,0.000019903518,0.00068239705],"genre_scores_gemma":[0.6156769,0.38372084,0.00026620363,0.0000068909358,0.000009525992,0.00025628682,0.00001715062,0.000034205852,0.000011984796],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979712,0.0004038073,0.0007235314,0.0004275631,0.00011401853,0.0003599139],"domain_scores_gemma":[0.9988847,0.000132178,0.00051465724,0.00041203323,0.0000015015046,0.000054968634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009266064,0.00030832403,0.0011449648,0.000087777866,0.00006558635,0.0000066558378,0.0004288847,0.00028223608,0.000007327223],"category_scores_gemma":[0.00002238359,0.00020614138,0.0001878992,0.00010103972,0.0007888165,0.00005993508,0.00057851337,0.00030822374,0.0000012060203],"study_design_candidate":"design_other","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":[0.0017192175,0.0014652207,0.36920482,0.012065856,0.001174238,0.000027298776,0.017518774,0.0071072737,0.0012293336,0.0016317604,0.000026073225,0.58683014],"study_design_scores_gemma":[0.046362024,0.007869554,0.21744022,0.024426643,0.00782143,0.0005046834,0.03544744,0.36750066,0.0057413005,0.14948888,0.12697718,0.010419991],"about_ca_topic_score_codex":0.00015362738,"about_ca_topic_score_gemma":0.003041526,"teacher_disagreement_score":0.5764101,"about_ca_system_score_codex":0.0006250518,"about_ca_system_score_gemma":0.000030450852,"threshold_uncertainty_score":0.84062016},"labels":[],"label_agreement":null},{"id":"W2000087379","doi":"10.4319/lo.2010.55.6.2331","title":"Killer storms: North Atlantic hurricanes and disease outbreaks in sea urchins","year":2010,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; Dalhousie University","funders":"Fisheries and Oceans Canada","keywords":"Oceanography; Sea urchin; Kelp; Outbreak; Storm; Environmental science; Climate change; Sea surface temperature; Tropical cyclone; Kelp forest; Marine ecosystem; Climatology; Fishery; Geography; Ecosystem; Ecology; Biology; Geology","score_opus":0.0028488318402769782,"score_gpt":0.17968677853219073,"score_spread":0.17683794669191374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000087379","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":[0.9985042,0.00006751245,0.000015729387,0.00034253826,0.00019688225,0.00013032988,0.000014329401,0.000035925554,0.0006925026],"genre_scores_gemma":[0.99948806,0.00011337242,0.000102713406,0.00017648243,0.00002161521,0.0000065261625,0.000018278852,0.000008940505,0.00006403719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991533,0.000031586205,0.00014628602,0.0003105219,0.000080809616,0.00027750205],"domain_scores_gemma":[0.99949807,0.000044889348,0.000040412677,0.00018991918,0.0000023875962,0.00022429954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008754898,0.00013808267,0.00015477306,0.0001164403,0.000113765345,0.00001870943,0.000112936366,0.00008622108,0.00009796621],"category_scores_gemma":[0.000025177937,0.000114467686,0.000036145768,0.00023144204,0.00036949984,0.00012143703,0.00020019949,0.00024738032,0.000024126493],"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":[0.000029698616,0.000049631195,0.9978333,0.000014030258,0.0000074556083,0.000024960189,0.00026265424,0.000011737401,0.000027922586,0.00014526567,0.00013718616,0.0014561309],"study_design_scores_gemma":[0.00028864318,0.000042335363,0.99459696,0.0000056851136,0.000012903586,0.000023887807,0.00006332776,0.0011222609,6.917517e-7,0.0008067621,0.0028867652,0.00014978713],"about_ca_topic_score_codex":0.0004114782,"about_ca_topic_score_gemma":0.035758648,"teacher_disagreement_score":0.03534717,"about_ca_system_score_codex":0.0000061189544,"about_ca_system_score_gemma":0.00000491823,"threshold_uncertainty_score":0.98183626},"labels":[],"label_agreement":null},{"id":"W2000129130","doi":"10.1007/s13157-013-0471-4","title":"River Connectivity Affects Submerged and Floating Aquatic Vegetation in Floodplain Wetlands","year":2013,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Waterloo","funders":"Killam Trusts; University of Alberta","keywords":"Floodplain; Wetland; Ordination; Environmental science; Hydrology (agriculture); Vegetation (pathology); Flood myth; Sediment; Ecology; Landscape ecology; Water quality; Flooding (psychology); Geography; Geology; Habitat; Geomorphology; Biology","score_opus":0.004901571691925554,"score_gpt":0.18906219735210883,"score_spread":0.18416062566018326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000129130","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":[0.99179614,0.000016442491,0.0005053957,0.000114398004,0.00012739966,0.0004118827,0.0000020346972,0.00004956257,0.0069767553],"genre_scores_gemma":[0.99926287,0.000010283912,0.00038123515,0.00005241626,0.00003455931,0.000043408454,0.00001883541,0.000018294184,0.00017809152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987311,0.0001186426,0.00021396116,0.00035002007,0.00022582641,0.00036049026],"domain_scores_gemma":[0.99945843,0.00013890052,0.00008407304,0.00019255314,0.0000045302113,0.00012151897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004150654,0.00017820796,0.0002254034,0.000074409865,0.00010806691,0.00005687906,0.00011113592,0.00009070583,0.00029315654],"category_scores_gemma":[0.00010545629,0.00016067075,0.000033099685,0.0002746455,0.00006996002,0.00039705605,0.00015573624,0.00014977102,0.00040024836],"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":[0.000008881385,0.00003799122,0.9864621,0.000033677632,0.0000058293535,0.0000064405526,0.0006923142,0.0006026679,0.00387134,0.000029853307,0.00012999644,0.008118904],"study_design_scores_gemma":[0.0007344687,0.00005964547,0.79878545,0.00003797067,0.000007430893,0.000010423223,0.00007958378,0.19922532,0.00015243379,0.00063845364,0.00007705848,0.00019175926],"about_ca_topic_score_codex":0.0037045782,"about_ca_topic_score_gemma":0.037768107,"teacher_disagreement_score":0.19862264,"about_ca_system_score_codex":0.00012959211,"about_ca_system_score_gemma":0.0000063556745,"threshold_uncertainty_score":0.9797901},"labels":[],"label_agreement":null},{"id":"W2001476272","doi":"10.1111/j.1526-100x.2009.00602.x","title":"Macro‐Tidal Salt Marsh Ecosystem Response to Culvert Expansion","year":2009,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Salt marsh; Marsh; Culvert; Nekton; Restoration ecology; Vegetation (pathology); Environmental science; Habitat; Species richness; Wetland; Ecology; Hydrology (agriculture); Geography; Geology","score_opus":0.005797488035355929,"score_gpt":0.22622115839694298,"score_spread":0.22042367036158705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001476272","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":[0.9921496,0.0000036477923,0.0020389892,0.0027538831,0.00044194976,0.00043437807,0.000013453554,0.00009645852,0.0020676267],"genre_scores_gemma":[0.9968363,0.0000031468612,0.000624124,0.000804708,0.00006115297,0.000025273694,0.00002048411,0.0000129183745,0.0016118684],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984361,0.00028812466,0.00032773844,0.00037217076,0.00022723644,0.00034862626],"domain_scores_gemma":[0.9992622,0.00009196365,0.00009785173,0.00034900577,0.000015722151,0.00018325652],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00062646193,0.00014897416,0.00019532435,0.00009075484,0.0001654509,0.000035506593,0.00020810231,0.00014138801,0.0008837843],"category_scores_gemma":[0.00014523408,0.00014855264,0.000046808156,0.00027523,0.000018200384,0.00021707144,0.00012011933,0.00009774417,0.004189164],"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":[0.005369418,0.0007889241,0.29657418,0.0000484633,0.000033882203,0.00035858186,0.0027430006,0.07411656,0.4762039,0.0013365865,0.102973215,0.03945329],"study_design_scores_gemma":[0.0006314171,0.0011425486,0.9154213,0.000014355837,0.000010013982,0.00009331854,0.0000902419,0.015679643,0.00064318615,0.00044854364,0.06546148,0.0003639256],"about_ca_topic_score_codex":0.000052497613,"about_ca_topic_score_gemma":0.008713474,"teacher_disagreement_score":0.61884713,"about_ca_system_score_codex":0.00075078383,"about_ca_system_score_gemma":0.00003240599,"threshold_uncertainty_score":0.9965862},"labels":[],"label_agreement":null},{"id":"W2001557509","doi":"10.1007/s13157-014-0531-4","title":"Delineation of Coastal Marsh Types Along the Central Texas Coast","year":2014,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ducks Unlimited Canada","funders":"National Oceanic and Atmospheric Administration","keywords":"Marsh; Wetland; Salt marsh; Habitat; Brackish marsh; Waterfowl; Vegetation (pathology); Landscape ecology; Geography; Wildlife; Estuary; Environmental science; Ecology; Oceanography; Geology","score_opus":0.005377353277167423,"score_gpt":0.1937882967553167,"score_spread":0.18841094347814927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001557509","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":[0.9822685,0.000005613114,0.0067564296,0.00019602582,0.00018441654,0.00011784221,0.000026094267,0.000025537653,0.010419542],"genre_scores_gemma":[0.9985929,0.0000074385516,0.00017383137,0.00006352371,0.00008330552,0.0000030316357,0.000048300775,0.00001110768,0.0010165748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991108,0.000054061606,0.00021603762,0.00015459782,0.00023588898,0.000228591],"domain_scores_gemma":[0.999536,0.00006893063,0.00009087438,0.00023453726,0.000009473267,0.00006020948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028688574,0.000099038734,0.00012348856,0.000015859718,0.00007486563,0.000019904031,0.00020360212,0.00004528254,0.00056018675],"category_scores_gemma":[0.000043676722,0.00006609788,0.00005083635,0.00012621697,0.00007644196,0.00008000831,0.00017053918,0.00007030926,0.00017874382],"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":[0.000021244836,0.000026956726,0.98266864,0.000008969182,0.000007560958,7.059398e-7,0.00012916538,0.002203657,0.00063191133,0.000191269,0.0015607317,0.0125491815],"study_design_scores_gemma":[0.00037381248,0.00008158827,0.90054905,0.0000179718,0.000019947045,0.0000128056145,0.00006936121,0.07947954,0.000337056,0.00012094035,0.018804763,0.00013317772],"about_ca_topic_score_codex":0.002062075,"about_ca_topic_score_gemma":0.04846882,"teacher_disagreement_score":0.08211961,"about_ca_system_score_codex":0.000031694504,"about_ca_system_score_gemma":0.0000064691567,"threshold_uncertainty_score":0.9688941},"labels":[],"label_agreement":null},{"id":"W2002194299","doi":"10.1016/j.foreco.2008.10.028","title":"Mangrove community recovery potential after catastrophic disturbances in Bangladesh","year":2008,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":54,"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":"Mangrove; Species richness; Propagule; Soil seed bank; Vegetation (pathology); Ecology; Habitat; Rhizophora; Quadrat; Grassland; Environmental science; Agroforestry; Biology; Germination; Agronomy; Transect","score_opus":0.004376425421114669,"score_gpt":0.17286294049667617,"score_spread":0.1684865150755615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002194299","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":[0.99470866,0.00002962887,0.00018367721,0.00012645638,0.00019532778,0.0002608265,0.000015508827,0.00001717952,0.0044627204],"genre_scores_gemma":[0.99798495,0.00020818478,0.0002291267,0.00015892381,0.000014362217,0.00009181689,0.000038534843,0.0000069932485,0.0012671127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992438,0.00008459945,0.00015423473,0.00018456829,0.00008074368,0.00025208056],"domain_scores_gemma":[0.9996885,0.000021661059,0.000040346073,0.0002007813,0.0000015882841,0.00004711745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016588159,0.00010719117,0.00012826316,0.00004700223,0.00018243605,0.000009900245,0.00014838089,0.000054781893,0.00028326744],"category_scores_gemma":[0.0000037660695,0.00010111966,0.00002788518,0.00008617614,0.00016281079,0.00013150458,0.0005685367,0.0001462427,0.00016472359],"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":[0.00010140098,0.00013662774,0.99459183,0.000042478892,0.000017394636,0.00036357495,0.00017476991,0.0019229553,0.0000026800083,0.00013777216,0.0015704148,0.0009380997],"study_design_scores_gemma":[0.00037512323,0.00010641347,0.99500597,0.000008649497,0.000010941871,0.000036634057,0.000097467295,0.00071954087,6.747394e-7,0.00116961,0.0023615866,0.000107422755],"about_ca_topic_score_codex":0.00079685554,"about_ca_topic_score_gemma":0.06501231,"teacher_disagreement_score":0.06421545,"about_ca_system_score_codex":0.00010394957,"about_ca_system_score_gemma":0.0000019221657,"threshold_uncertainty_score":0.9520488},"labels":[],"label_agreement":null},{"id":"W2002931836","doi":"10.3390/rs61211673","title":"Separating Mangrove Species and Conditions Using Laboratory Hyperspectral Data: A Case Study of a Degraded Mangrove Forest of the Mexican Pacific","year":2014,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University; Algoma University","funders":"Instituto de Ciencias del Mar y Limnología, Universidad Nacional Autónoma de México; Natural Sciences and Engineering Research Council of Canada","keywords":"Mangrove; Rhizophora mangle; Rhizophoraceae; Environmental science; Avicennia; Hyperspectral imaging; Rhizophora mucronata; Rhizophora; Aerial root; Ecology; Forestry; Remote sensing; Geography; Biology","score_opus":0.026097618702478575,"score_gpt":0.25459717043982805,"score_spread":0.22849955173734948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002931836","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":[0.99803376,0.000010651687,0.00067736104,0.000024788516,0.00007578411,0.0002712176,0.000050356768,0.000012201331,0.00084389874],"genre_scores_gemma":[0.997133,0.0000011851581,0.002774174,0.000008027714,0.00003107348,1.7767052e-8,0.0000043112113,0.000013922128,0.000034278426],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894977,0.00014245592,0.00026216725,0.00026608552,0.00020177459,0.00017773393],"domain_scores_gemma":[0.9990647,0.00010530074,0.00020749097,0.0005567205,0.000015910126,0.000049885934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028193265,0.00011983829,0.0002110078,0.00003371178,0.00020464062,0.00002691373,0.00012497403,0.00003498132,0.000006112733],"category_scores_gemma":[0.00006827744,0.00009569376,0.000029168172,0.00024152659,0.00017898403,0.00013824354,0.0003709515,0.00009634165,0.0000011699801],"study_design_candidate":"simulation_or_modeling","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":[0.00007703209,0.00046538757,0.24576665,0.00033101081,0.00028629732,0.00084351975,0.03389131,0.022080176,0.68442565,0.00020854021,0.00023983531,0.011384588],"study_design_scores_gemma":[0.00048814242,0.000100896694,0.015691482,0.00008846509,0.000105999236,0.0009992494,0.040498987,0.9406484,0.0010358389,0.00011890908,0.000040851028,0.00018278637],"about_ca_topic_score_codex":0.0041516484,"about_ca_topic_score_gemma":0.020094479,"teacher_disagreement_score":0.9185682,"about_ca_system_score_codex":0.00007655175,"about_ca_system_score_gemma":0.00001122253,"threshold_uncertainty_score":0.9977862},"labels":[],"label_agreement":null},{"id":"W2003693572","doi":"10.1016/s0380-1330(02)70584-4","title":"Diversity Comparisons Between Diked and Undiked Coastal Freshwater Marshes on Lake Erie During a High-water Year","year":2002,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"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":"Marsh; Oceanography; Environmental science; Fishery; Wetland; Diversity (politics); Hydrology (agriculture); Geography; Ecology; Geology; Biology","score_opus":0.04721229636267033,"score_gpt":0.2629082790398915,"score_spread":0.21569598267722118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003693572","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":[0.9971075,0.000009702562,0.000017860928,0.0006234701,0.000068288995,0.00013082367,0.00016935551,0.000010588879,0.0018624144],"genre_scores_gemma":[0.9968327,0.00004039001,0.000118729,0.00000890236,0.00011886333,0.0000012648887,0.0000090218855,0.00001594035,0.0028541784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997737,0.0002058917,0.00030391378,0.00021678473,0.001013778,0.00052262115],"domain_scores_gemma":[0.9992786,0.00013503245,0.000072290575,0.00019932393,0.000041229312,0.0002735449],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073116657,0.00014341067,0.00030156027,0.00017355087,0.00076310866,0.00009165183,0.00034607694,0.000082649574,0.004570132],"category_scores_gemma":[0.000038562805,0.00009739866,0.000077181794,0.00016409262,0.00027333444,0.00028245407,0.0015948288,0.00052387605,0.0003678449],"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":[0.00016550784,0.000078434445,0.9929873,0.000025632018,0.00004961161,0.0002017235,0.0008863113,0.000116692434,0.0011555301,0.0000072668013,0.003956233,0.00036979225],"study_design_scores_gemma":[0.0018615002,0.0007290568,0.9731699,0.000103405924,0.000035346075,0.00010304159,0.00035893806,0.0006327214,0.0013185543,0.00023363974,0.02119766,0.00025623487],"about_ca_topic_score_codex":0.00034696827,"about_ca_topic_score_gemma":0.053869214,"teacher_disagreement_score":0.053522244,"about_ca_system_score_codex":0.00015427772,"about_ca_system_score_gemma":0.000004600698,"threshold_uncertainty_score":0.9963398},"labels":[],"label_agreement":null},{"id":"W2006708426","doi":"10.1139/b04-052","title":"Positive relationships between invasive purple loosestrife (<i>Lythrum salicaria</i>) and plant species diversity and abundance in Minnesota wetlands","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Typha; Ordination; Plant community; Native plant; Wetland; Ecology; Biology; Vegetation (pathology); Abundance (ecology); Species diversity; Marsh; Introduced species; Abiotic component; Typha angustifolia; Invasive species; Species richness","score_opus":0.01593663336754099,"score_gpt":0.17550393563931468,"score_spread":0.15956730227177368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006708426","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":[0.9969772,0.00015498573,0.00011597765,0.0016500469,0.00007584561,0.00010738013,0.00018870276,0.0000024254527,0.00072743295],"genre_scores_gemma":[0.9995414,0.00008133743,0.0001818774,0.00005070579,0.00004749407,4.652782e-7,0.000004223905,0.0000072116013,0.00008527741],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911135,0.000052034953,0.00026123394,0.00015685134,0.00015588813,0.00026263407],"domain_scores_gemma":[0.99911875,0.00009664729,0.0001509978,0.00009120969,0.000014410396,0.0005280112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031972583,0.000115682255,0.00021691209,0.00011325726,0.00044575476,0.000048709488,0.00014817767,0.00007875764,0.00003597151],"category_scores_gemma":[0.00012499285,0.000112627014,0.00003030028,0.00018963653,0.00018045818,0.00035899313,0.00015140136,0.00027489354,0.000006068884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010877555,0.0000053183285,0.99734175,0.0000043652694,0.000012662693,0.000249819,0.001703527,0.00015236034,0.00009162553,0.00015271013,0.0001592456,0.000115727846],"study_design_scores_gemma":[0.0006020978,0.00008859081,0.9961591,0.00010340598,0.000023488084,0.00028682858,0.00061237265,0.000022484352,0.000042640597,0.0013466526,0.00058243773,0.00012990025],"about_ca_topic_score_codex":0.01889653,"about_ca_topic_score_gemma":0.6529163,"teacher_disagreement_score":0.6340198,"about_ca_system_score_codex":0.00051297323,"about_ca_system_score_gemma":0.00012764054,"threshold_uncertainty_score":0.98763674},"labels":[],"label_agreement":null},{"id":"W2006991467","doi":"10.1016/j.aquabot.2011.05.007","title":"Molecular genetic data reveal hybridization between Typha angustifolia and Typha latifolia across a broad spatial scale in eastern North America","year":2011,"lang":"en","type":"article","venue":"Aquatic Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Trent University","keywords":"Introgression; Typha; Hybrid; Biology; Typha angustifolia; Backcrossing; Gene flow; Microsatellite; Ecology; Botany; Wetland; Allele; Genetic variation; Genetics; Gene","score_opus":0.020289466316139714,"score_gpt":0.23696014952422984,"score_spread":0.21667068320809013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006991467","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":[0.98069906,0.000054952616,0.018162409,0.000026159067,0.00007136381,0.00033650207,0.00010515798,0.00003856633,0.00050582853],"genre_scores_gemma":[0.9965577,0.000013056055,0.003121081,0.00005783612,0.000036203506,0.000010743758,0.000057366316,0.000035369725,0.00011065565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983175,0.00008936932,0.00037899695,0.00053356896,0.00028204222,0.00039856107],"domain_scores_gemma":[0.9989838,0.0000306573,0.00014120346,0.00068922015,0.000005822002,0.00014930814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017386617,0.00019424171,0.00025505954,0.000027491553,0.00007554121,0.000040583986,0.00043158242,0.000062668405,0.00016973217],"category_scores_gemma":[0.000048054033,0.00019516342,0.000024013183,0.00029124855,0.0001274961,0.00022953037,0.00075022574,0.00011351922,0.0006059085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014781941,0.000038900085,0.9457479,0.000013872955,0.000010641983,0.000027443924,0.000809636,0.000095384574,0.00023487005,4.424601e-7,0.000050729843,0.05295536],"study_design_scores_gemma":[0.0003587786,0.0000610952,0.8729863,0.000027151778,0.000033908505,0.000008544074,0.000074246615,0.12590753,0.000037924063,0.000117763615,0.0001631643,0.00022358986],"about_ca_topic_score_codex":0.014951988,"about_ca_topic_score_gemma":0.041188587,"teacher_disagreement_score":0.12581214,"about_ca_system_score_codex":0.00008094326,"about_ca_system_score_gemma":0.000013186068,"threshold_uncertainty_score":0.99160755},"labels":[],"label_agreement":null},{"id":"W2007444657","doi":"10.1002/jqs.707","title":"Changes in coastal zone processes at a high sea‐level stand: a late Holocene example from Belgium","year":2002,"lang":"en","type":"article","venue":"Journal of Quaternary Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Peat; Geology; Holocene; Radiocarbon dating; Sedimentary rock; Clastic rock; Lithology; Sea level; Tributary; Sediment; Sedimentation; Period (music); Channel (broadcasting); Erosion; Coastal plain; Paleontology; Geomorphology; Oceanography; Archaeology","score_opus":0.0324402495808204,"score_gpt":0.22392217501730136,"score_spread":0.19148192543648096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007444657","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":[0.9977611,0.00015183166,0.0005645426,0.0006371854,0.0003587019,0.0001246475,0.00009462798,0.0000132041305,0.0002941583],"genre_scores_gemma":[0.99705404,0.00024935414,0.0010877678,0.00009532487,0.00008399134,0.0000030414851,0.000002545323,0.000013367438,0.0014105736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975347,0.000047204056,0.0004755102,0.0003652306,0.0010691812,0.0005081853],"domain_scores_gemma":[0.99892074,0.00009243299,0.00043704011,0.00023908955,0.000051533232,0.00025917598],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00079947687,0.00018702867,0.00031009916,0.00017747965,0.00018132097,0.000093905845,0.00081420544,0.000051465307,0.00097499567],"category_scores_gemma":[0.00007211556,0.00014895757,0.00004142499,0.000881974,0.00034345058,0.00096999865,0.0005775402,0.00019268446,0.0001373224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024806563,0.00036899516,0.9527731,0.000050406084,0.000016269945,0.00084725796,0.0043038363,0.005096294,0.028556539,0.0000041525436,0.0010291352,0.0067059607],"study_design_scores_gemma":[0.0030849234,0.0010998641,0.91270566,0.0004604377,0.000030906256,0.0007374006,0.00052160973,0.06817714,0.00956728,0.0006320956,0.0022491787,0.0007334808],"about_ca_topic_score_codex":0.009970922,"about_ca_topic_score_gemma":0.034846384,"teacher_disagreement_score":0.06308085,"about_ca_system_score_codex":0.00044208014,"about_ca_system_score_gemma":0.000050967257,"threshold_uncertainty_score":0.99993825},"labels":[],"label_agreement":null},{"id":"W2007842401","doi":"10.1139/b04-037","title":"Pollenvegetation relationships in Bay of Fundy salt marshes","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Forb; Pollen; Vegetation (pathology); Salt marsh; Bay; Marsh; Abundance (ecology); Ecology; Wetland; Carex; Botany; Biology; Environmental science; Geology; Oceanography","score_opus":0.011308885743991184,"score_gpt":0.18972188262158562,"score_spread":0.17841299687759443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007842401","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":[0.9949887,0.00012870991,0.0004395313,0.0005436214,0.00014607486,0.00006047968,0.0000083434,0.0000013919874,0.0036831535],"genre_scores_gemma":[0.9991708,0.000008289911,0.0006586385,0.000028026261,0.00001964969,4.802904e-7,6.062062e-7,0.000007182333,0.00010636405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992181,0.000042947893,0.00035933734,0.00006780268,0.00014261714,0.0001691912],"domain_scores_gemma":[0.99942607,0.000033094107,0.00018066783,0.00009114497,0.000013844509,0.0002552037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041573154,0.00006062122,0.00012696406,0.00013418806,0.000054675074,0.000013071555,0.00013112789,0.00004856501,0.0002576297],"category_scores_gemma":[0.00011346769,0.0000593116,0.00004553253,0.0002494707,0.0000536101,0.00020990365,0.000010202357,0.00015914951,0.000035835565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009725964,0.000019154895,0.97106785,0.000009408222,0.000007812253,0.00009678867,0.0010273074,0.025384592,0.0006750306,0.00051398,0.00012310808,0.0010652567],"study_design_scores_gemma":[0.00042190228,0.00006741958,0.99246776,0.00009685486,0.000008514145,0.00011283586,0.00036684846,0.00040020255,0.00008075273,0.0051441733,0.0007450885,0.00008764755],"about_ca_topic_score_codex":0.010766112,"about_ca_topic_score_gemma":0.7573694,"teacher_disagreement_score":0.7466033,"about_ca_system_score_codex":0.0006359759,"about_ca_system_score_gemma":0.0002019269,"threshold_uncertainty_score":0.9958213},"labels":[],"label_agreement":null},{"id":"W2008739314","doi":"10.1016/j.revpalbo.2006.03.019","title":"Non-pollen microfossils in Everglades sediments","year":2006,"lang":"en","type":"article","venue":"Review of Palaeobotany and Palynology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Testate amoebae; Pollen; Palynology; Ecology; Marsh; Sphagnum; Vegetation (pathology); Ecosystem; Algae; Geology; Environmental science; Peat; Biology; Wetland","score_opus":0.0031547642288306454,"score_gpt":0.2109442923548915,"score_spread":0.20778952812606086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008739314","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":[0.95783186,0.03248463,0.000058876074,0.00056053116,0.00010896055,0.0003774307,0.0000125782235,0.000011584545,0.0085535385],"genre_scores_gemma":[0.97195137,0.027114563,0.00035825506,0.00017692502,0.000020661686,0.000015891059,0.000008023227,0.0000076344,0.00034668922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892664,0.00006106809,0.00041749474,0.00024702173,0.000106471576,0.00024130484],"domain_scores_gemma":[0.99958295,0.000042299995,0.00013346829,0.00019894648,0.000004919945,0.0000374097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030683776,0.00012829548,0.00038055558,0.00003527878,0.000029806703,0.0000037530872,0.00013593084,0.00007683094,0.00047641803],"category_scores_gemma":[0.000016587896,0.00010848435,0.000052088042,0.00020822213,0.00010890871,0.000058481874,0.00013879032,0.00008434443,0.00008431268],"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":[0.000008381499,0.000075883545,0.98309094,0.001472745,0.000009526829,0.000021465776,0.000030827097,0.000028911809,0.003364138,0.000099944744,0.0017084864,0.010088772],"study_design_scores_gemma":[0.00076755637,0.0001085292,0.9719055,0.0028589542,0.000043073298,0.000092559494,0.000024808796,0.0006715883,0.00034136078,0.0011284671,0.021742066,0.00031549958],"about_ca_topic_score_codex":0.00085879816,"about_ca_topic_score_gemma":0.0016632488,"teacher_disagreement_score":0.02003358,"about_ca_system_score_codex":0.000044540717,"about_ca_system_score_gemma":0.0000069892994,"threshold_uncertainty_score":0.52164435},"labels":[],"label_agreement":null},{"id":"W2009163382","doi":"10.1046/j.0022-0477.2001.00599.x","title":"Canopy and substratum heterogeneity influence recruitment of the mangrove <i>Avicennia marina</i>","year":2001,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":59,"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":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada; National Park Service","keywords":"Avicennia marina; Propagule; Canopy; Biological dispersal; Mangrove; Seedling; Forest floor; Ecology; Seed dispersal; Biology; Understory; Abundance (ecology); Habitat; Tree canopy; Agronomy; Ecosystem; Population","score_opus":0.012329551108376071,"score_gpt":0.23078435986999465,"score_spread":0.21845480876161857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009163382","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":[0.99794227,0.000035986894,0.000009854023,0.00038669145,0.00026982074,0.00014437783,0.000003446828,0.0000018269974,0.0012057072],"genre_scores_gemma":[0.999442,0.00009574992,0.00013640923,0.00015358815,0.000019855272,0.0000025711709,1.8855735e-7,0.000004744713,0.00014492897],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916714,0.00007246854,0.00034355308,0.00009737986,0.00014585235,0.00017361205],"domain_scores_gemma":[0.9993261,0.000055308767,0.000376531,0.00014906845,0.000018486018,0.000074473865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030583874,0.000079746475,0.00018247709,0.000022432567,0.00005482788,0.000008826178,0.00023449489,0.00006086826,0.00011743722],"category_scores_gemma":[0.00003064967,0.000053493986,0.0000597581,0.00010487665,0.00011467161,0.00010982167,0.00022923433,0.00013739646,0.000010068905],"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":[0.00003903908,0.00004838441,0.99108654,0.0000069067232,0.000014504259,0.000029818348,0.00006222464,0.0006928865,0.0070480793,0.000024735527,0.00011087578,0.00083598535],"study_design_scores_gemma":[0.00029990126,0.00017825792,0.99462056,0.000011902331,0.000020128757,0.00070205267,0.000036276677,0.0001746072,0.00064810493,0.00028536984,0.0029682138,0.000054637865],"about_ca_topic_score_codex":0.00017722216,"about_ca_topic_score_gemma":0.013009483,"teacher_disagreement_score":0.012832261,"about_ca_system_score_codex":0.00014178043,"about_ca_system_score_gemma":0.000020004512,"threshold_uncertainty_score":0.72595966},"labels":[],"label_agreement":null},{"id":"W2009344640","doi":"10.1016/j.marenvres.2006.12.003","title":"Seasonal variability of denitrification efficiency in northern salt marshes: An example from the St. Lawrence Estuary","year":2006,"lang":"en","type":"article","venue":"Marine Environmental Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Denitrification; Salt marsh; Nitrate; Environmental science; Eutrophication; Estuary; Environmental chemistry; Nitrogen cycle; Organic matter; Sediment; Ammonium; Sink (geography); Nitrification; Nitrogen; Hydrology (agriculture); Ecology; Chemistry; Nutrient; Geology; Biology","score_opus":0.021783526681824386,"score_gpt":0.25182953781855316,"score_spread":0.2300460111367288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009344640","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":[0.99523145,0.000015509075,0.00032538033,0.00008139323,0.00003104787,0.0005360124,0.0000771352,0.000014653947,0.0036873992],"genre_scores_gemma":[0.99889547,0.000016345748,0.00031697704,0.000010152218,0.000045964985,0.000057744575,0.00034332395,0.000019541307,0.00029446156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99671745,0.0006217205,0.0004178811,0.0006175522,0.0011384656,0.0004869133],"domain_scores_gemma":[0.9982991,0.00071744557,0.000086720764,0.0007920382,0.0000059336708,0.00009875977],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023903588,0.0001625959,0.0001793031,0.0000458047,0.00019084495,0.00004010407,0.0007467862,0.0000822075,0.002553515],"category_scores_gemma":[0.00006134243,0.00013096123,0.000048830756,0.0004010532,0.00055256946,0.00022909559,0.0011426321,0.0003744976,0.00022139693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069975875,0.0006860275,0.9818,0.000005474503,0.000002870349,0.0000054857906,0.00018907471,0.0015211747,0.0042554913,0.000053290634,0.000044136817,0.011366949],"study_design_scores_gemma":[0.00035591837,0.0000909217,0.97874004,0.0000073848773,0.0000038226426,0.0000025202742,0.00031477818,0.016823586,0.00027876568,0.0027734996,0.00047858446,0.00013015332],"about_ca_topic_score_codex":0.110296145,"about_ca_topic_score_gemma":0.16861762,"teacher_disagreement_score":0.058321476,"about_ca_system_score_codex":0.0007021856,"about_ca_system_score_gemma":0.000028549779,"threshold_uncertainty_score":0.9983583},"labels":[],"label_agreement":null},{"id":"W2009489509","doi":"10.2307/1352880","title":"Sediment Trapping and Transport in the ACE Basin, South Carolina","year":2001,"lang":"en","type":"article","venue":"Estuaries","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Geology; Settling; Sediment; Turbidite; Stratification (seeds); Hydrology (agriculture); Oceanography; Estuary; Sediment transport; Turbidity; Discharge; Hydrography; Structural basin; Salinity; Geomorphology; Environmental science; Drainage basin; Geotechnical engineering","score_opus":0.007928307622327518,"score_gpt":0.19214927579518742,"score_spread":0.1842209681728599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009489509","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":[0.9918242,0.00003386345,0.0002510154,0.001258867,0.00004747305,0.00015863171,0.000003253285,0.000017164131,0.0064054946],"genre_scores_gemma":[0.99938476,0.000025107493,0.000084813815,0.0002230095,0.000018700059,0.0000118864,0.0000031068305,0.0000055365376,0.0002430866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934393,0.00002837557,0.00012187836,0.00015986213,0.00016116265,0.00018476002],"domain_scores_gemma":[0.99977696,0.000034234683,0.000023571467,0.00013477371,0.000001279097,0.000029204777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024758137,0.00008611583,0.0000939165,0.00001545039,0.000101110934,0.000020805019,0.00011740843,0.000029841212,0.00010224018],"category_scores_gemma":[0.0000064098203,0.0000605163,0.000020529425,0.00013596645,0.000087447355,0.00009625846,0.000036648737,0.00007963449,0.00003389314],"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":[0.000014355048,0.000023700393,0.9827632,0.0000071672866,0.000002931207,0.0000351392,0.014664465,0.00037112524,0.00004798646,0.00009369936,0.0001324169,0.0018438334],"study_design_scores_gemma":[0.00022807195,0.000040373365,0.9832627,0.0000116267,0.000008214968,0.000040785162,0.002626552,0.0013091995,0.000011554374,0.00024359795,0.012112311,0.00010498869],"about_ca_topic_score_codex":0.0010550173,"about_ca_topic_score_gemma":0.007288905,"teacher_disagreement_score":0.012037912,"about_ca_system_score_codex":0.000036420653,"about_ca_system_score_gemma":0.0000044953704,"threshold_uncertainty_score":0.406738},"labels":[],"label_agreement":null},{"id":"W2009689646","doi":"10.1139/b99-128","title":"An experimental study of wetland invasibility by purple loosestrife (<i>Lythrum salicaria</i>)","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Herbivore; Biology; Phalaris arundinacea; Seedling; Inflorescence; Shoot; Agronomy; Ecology; Botany; Wetland","score_opus":0.00750776411475007,"score_gpt":0.21462323396098015,"score_spread":0.20711546984623008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009689646","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":[0.99760777,0.00012848247,0.000012061481,0.000083708524,0.00014162358,0.0002363629,0.00006891314,0.000004861048,0.0017162152],"genre_scores_gemma":[0.9995637,0.000004934589,0.00006388139,0.000062608684,0.00004348856,0.0000023289083,0.0000025080328,0.000017067614,0.00023950022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984396,0.00011968392,0.00056280644,0.0002174808,0.00032423154,0.00033619278],"domain_scores_gemma":[0.9985436,0.000018126948,0.00020198073,0.00036220177,0.000017792056,0.00085626653],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041087516,0.00015314219,0.00030493786,0.000054184224,0.00012516064,0.00005166592,0.00044003568,0.00006564991,0.004733716],"category_scores_gemma":[0.00002084253,0.000140673,0.00007457393,0.00020617133,0.00011480523,0.00036061573,0.000022202066,0.0001688827,0.000039470146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116688854,0.0011211885,0.957526,0.000006091241,0.00005304785,0.00019896943,0.002644881,0.0011009079,0.023325408,0.000004793683,0.0093459785,0.004555998],"study_design_scores_gemma":[0.010186824,0.016266689,0.8842139,0.00015223426,0.00025685545,0.0013671366,0.01932104,0.0047040773,0.011236327,0.00041151038,0.050076954,0.0018064094],"about_ca_topic_score_codex":0.044658843,"about_ca_topic_score_gemma":0.3267672,"teacher_disagreement_score":0.28210837,"about_ca_system_score_codex":0.00039750471,"about_ca_system_score_gemma":0.00014340639,"threshold_uncertainty_score":0.99617606},"labels":[],"label_agreement":null},{"id":"W2011789272","doi":"10.1080/14634980500536006","title":"The coastal wetland's ecological functions and its changes under anthropic pressure: A case study in Xiamen, China","year":2006,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Wetland; Siltation; Habitat; Biodiversity; Ecosystem; Environmental science; Shore; Mangrove; Ecology; Phragmites; Climate change; Ecological health; Sediment; Water resource management; Geography; Oceanography; Geology","score_opus":0.013136195099963048,"score_gpt":0.25176031997567455,"score_spread":0.2386241248757115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011789272","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":[0.9910314,0.00032376105,0.00029708436,0.002714244,0.0003410842,0.0033173622,0.000025228383,0.00006515081,0.0018846798],"genre_scores_gemma":[0.9974384,0.000115244315,0.00002910926,0.00008978114,0.000048126654,0.000437273,0.000010428107,0.000020516974,0.001811173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737877,0.00043206988,0.00062066474,0.0005502923,0.00038412766,0.00063409837],"domain_scores_gemma":[0.99907917,0.00015435259,0.0002350919,0.0003886814,0.0000049615483,0.00013771644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013411893,0.00025286558,0.000346561,0.00007868888,0.0007487784,0.000113108414,0.00020126122,0.000053330543,0.00012822772],"category_scores_gemma":[0.000010183564,0.00017889681,0.00003356543,0.0003383712,0.000040560193,0.00010694046,0.0005174773,0.00015592283,0.00015095483],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011692879,0.004750295,0.9207697,0.0018972702,0.00036582988,0.0031533486,0.0030831594,0.022568537,0.00001085749,0.003033457,0.006509287,0.033741336],"study_design_scores_gemma":[0.0024370716,0.0010256259,0.8270892,0.00012730106,0.00010681556,0.0006105376,0.020078566,0.13908727,5.586214e-7,0.00048290964,0.0084829265,0.00047123854],"about_ca_topic_score_codex":0.016107708,"about_ca_topic_score_gemma":0.82984257,"teacher_disagreement_score":0.8137348,"about_ca_system_score_codex":0.00029534294,"about_ca_system_score_gemma":0.0000141433875,"threshold_uncertainty_score":0.9904441},"labels":[],"label_agreement":null},{"id":"W2013241953","doi":"10.1007/s11273-013-9303-9","title":"Use of GIS and high resolution LiDAR in salt marsh restoration site suitability assessments in the upper Bay of Fundy, Canada","year":2013,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Community College; Acadia University","funders":"","keywords":"Salt marsh; Marsh; Bay; Vegetation (pathology); Environmental science; Elevation (ballistics); Digital elevation model; Hydrology (agriculture); Lidar; Wetland; Geology; Remote sensing; Physical geography; Geography; Ecology; Oceanography","score_opus":0.009117164097936658,"score_gpt":0.21017365050139758,"score_spread":0.2010564864034609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013241953","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":[0.998325,0.0000064772757,0.000046362107,0.0004277779,0.00005834546,0.00048922724,0.000012865715,0.0000022662596,0.0006316671],"genre_scores_gemma":[0.99938077,0.00007864791,0.00024317058,0.00008376059,0.0000028154511,0.00004277597,0.000022463853,0.0000029115506,0.00014267536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914485,0.00014290005,0.0002500822,0.0001813073,0.00012613751,0.00015470957],"domain_scores_gemma":[0.9996231,0.00009539167,0.00008495054,0.0001670292,0.0000055901114,0.00002389262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044661365,0.00007360079,0.00013729269,0.00004941478,0.00003733811,0.000011779196,0.000075386335,0.0000470689,0.000101982514],"category_scores_gemma":[0.000014881432,0.00005762469,0.0000089733585,0.00012229264,0.00006394081,0.00016567986,0.00019890796,0.00006054869,0.000002114848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022242535,0.000056482502,0.99767077,0.00005857963,0.0000063463067,0.000003864426,0.0001127074,0.0003898435,0.00005404713,0.00027376643,0.00044293012,0.00090843],"study_design_scores_gemma":[0.00031261722,0.0000776529,0.99389386,0.000011152788,0.000008655633,0.0000012203249,0.00016009145,0.0044864463,0.000003753827,0.00033252517,0.0006576676,0.00005436877],"about_ca_topic_score_codex":0.31871107,"about_ca_topic_score_gemma":0.97040135,"teacher_disagreement_score":0.65169024,"about_ca_system_score_codex":0.0001547342,"about_ca_system_score_gemma":0.000009242156,"threshold_uncertainty_score":0.6858257},"labels":[],"label_agreement":null},{"id":"W2013699231","doi":"10.1111/1574-6941.12053","title":"Impact of water quality on the bacterial populations and off-flavours in recirculating aquaculture systems","year":2012,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Biotechnology Research Institute; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geosmin; Biology; Biofilter; Water quality; Aquaculture; Recirculating aquaculture system; Turbidity; Flesh; Population; Operational taxonomic unit; Bacteria; Pyrosequencing; Nitrification; Food science; 16S ribosomal RNA; Pulp and paper industry; Fish <Actinopterygii>; Ecology; Fishery; Gene; Odor","score_opus":0.02475146921736556,"score_gpt":0.27220729406068916,"score_spread":0.2474558248433236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013699231","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":[0.9983743,0.000020496807,0.0000044875956,0.00014831376,0.000551009,0.0003119623,0.00006875769,0.0000103998045,0.0005102944],"genre_scores_gemma":[0.9996725,0.0000029022465,0.00002249256,0.000029739977,0.0000500932,0.000016524247,0.00010728503,0.000008815313,0.00008965831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854535,0.00045311815,0.0003611407,0.00019522409,0.000028503786,0.00041668824],"domain_scores_gemma":[0.9994566,0.00015985823,0.0001374729,0.00019237591,0.0000063295556,0.000047357436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000761688,0.0001342625,0.00027892165,0.00003692953,0.00009248846,0.000008210303,0.00012489434,0.00021526351,0.0005482799],"category_scores_gemma":[0.00006721575,0.00007350437,0.00005774457,0.00007095454,0.0001525151,0.00007464458,0.00017718118,0.00015525083,0.00011124749],"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":[0.00002527952,0.00005277403,0.7875163,0.0000040735417,0.000013035983,4.2946397e-7,0.0005499355,0.0005403326,0.21091636,0.00015322072,0.00014984474,0.00007842713],"study_design_scores_gemma":[0.00025306997,0.00010229272,0.99853516,0.0000076264337,0.0000067452293,0.000055846518,0.00013272493,0.00019527454,0.00020222884,0.000037838254,0.00036540854,0.00010580674],"about_ca_topic_score_codex":0.0019099442,"about_ca_topic_score_gemma":0.006225441,"teacher_disagreement_score":0.21101885,"about_ca_system_score_codex":0.00021856544,"about_ca_system_score_gemma":0.0000059780036,"threshold_uncertainty_score":0.6003281},"labels":[],"label_agreement":null},{"id":"W2015324199","doi":"10.1007/s10750-008-9605-8","title":"Hierarchical zooplankton metacommunities: distinguishing between high and limiting dispersal mechanisms","year":2008,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":127,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Churchill Northern Studies Centre","keywords":"Metacommunity; Biological dispersal; Ecology; Bluff; Zooplankton; Spatial ecology; Macroecology; Biology; Biodiversity; Physics","score_opus":0.016999668166261205,"score_gpt":0.20324229891411583,"score_spread":0.18624263074785463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015324199","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":[0.9917447,0.000018401583,0.0034398858,0.00008904843,0.00010164482,0.0001315671,0.0000578661,0.00012240642,0.00429448],"genre_scores_gemma":[0.99590826,0.000015823784,0.003581072,0.00006378268,0.00006449726,0.000008795062,0.00011030742,0.000017655053,0.00022982937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987935,0.00013161749,0.00024914258,0.000311894,0.00013317158,0.00038067784],"domain_scores_gemma":[0.99920785,0.00033422097,0.00008645414,0.0002496874,0.0000039569154,0.000117816555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033108811,0.00018788343,0.000270803,0.000030021725,0.00047753958,0.00003447096,0.00027584465,0.00011477633,0.00022492676],"category_scores_gemma":[0.000139669,0.0001553006,0.000048091915,0.00010900684,0.00026438138,0.00013123294,0.0007130392,0.00029518583,0.00010802077],"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":[0.000025620908,0.000056089917,0.9831221,0.00003594872,0.000056542223,0.00009215628,0.001862009,0.00042710375,0.00848545,0.0020794573,0.00028443563,0.0034730842],"study_design_scores_gemma":[0.001618786,0.0008053945,0.93186027,0.00016796225,0.00014005031,0.0007014992,0.0011790163,0.045532297,0.0018233915,0.011262638,0.0030088301,0.0018998529],"about_ca_topic_score_codex":0.0015135368,"about_ca_topic_score_gemma":0.00050911325,"teacher_disagreement_score":0.05126182,"about_ca_system_score_codex":0.00008827147,"about_ca_system_score_gemma":0.0000053407425,"threshold_uncertainty_score":0.63329744},"labels":[],"label_agreement":null},{"id":"W2015767200","doi":"10.1002/1099-145x(200005/06)11:3<209::aid-ldr378>3.0.co;2-y","title":"Perceptions of environmental change in a tropical coastal wetland","year":2000,"lang":"en","type":"article","venue":"Land Degradation and Development","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Universidad Autónoma de Nayarit; International Development Research Centre; Johns Hopkins University","keywords":"Mangrove; Rhizophora mangle; Wetland; Salinity; Estuary; Geography; Disturbance (geology); Rhizophora mucronata; Ecology; Fauna; Avicennia; Rhizophora; Environmental science; Agroforestry; Biology","score_opus":0.009995609283615122,"score_gpt":0.20576446148140332,"score_spread":0.1957688521977882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015767200","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":[0.9978559,0.000010911449,0.00013058087,0.00005070756,0.00001756984,0.00013891478,0.000018174409,0.0000090819185,0.0017681477],"genre_scores_gemma":[0.99807835,0.000078981175,0.0011144045,0.00004787547,0.000008369028,0.000020039955,0.000060116512,0.00000459386,0.0005872615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937165,0.000019256984,0.00019246868,0.00015069926,0.00014310391,0.00012281482],"domain_scores_gemma":[0.99983865,0.000010835706,0.000025613997,0.00006400573,7.719978e-7,0.00006009645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005283215,0.000078351106,0.000102582846,0.000030248511,0.000048361562,0.000009543769,0.000041408948,0.00003607576,0.0047998135],"category_scores_gemma":[0.0000014661622,0.000066598666,0.000012038187,0.00005902075,0.000038701844,0.000102105805,0.000048100406,0.00004208706,0.00014863597],"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":[0.000019824372,0.000064282074,0.90732676,0.0000045938227,0.0000018764554,0.0000017875683,0.00069639646,0.000013935815,0.00018196146,0.0000045002294,0.000013589247,0.091670506],"study_design_scores_gemma":[0.00045981054,0.000023340524,0.9922889,0.00000951176,0.0000016751344,0.000010758197,0.00009379445,0.00137788,0.000035032397,0.0000135326,0.0055977725,0.00008803176],"about_ca_topic_score_codex":0.00029818751,"about_ca_topic_score_gemma":0.0076870564,"teacher_disagreement_score":0.09158248,"about_ca_system_score_codex":0.000049087983,"about_ca_system_score_gemma":0.000005123163,"threshold_uncertainty_score":0.99610996},"labels":[],"label_agreement":null},{"id":"W2016519647","doi":"10.1016/j.ecoleng.2008.12.015","title":"Ecological engineering analysis and eco-hydrodynamic simulation of tidal rivers in Shenzhen City of China","year":2009,"lang":"en","type":"article","venue":"Ecological Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Science and Technology of the People's Republic of China; National Natural Science Foundation of China","keywords":"Environmental science; Ecological engineering; Reclaimed water; Tidal irrigation; Hydraulic engineering; Water quality; Water resources; Hydrology (agriculture); Ecology; Environmental engineering; Water resource management; Sewage treatment; Environmental resource management; Estuary; Engineering","score_opus":0.003400731886593917,"score_gpt":0.18442271725309867,"score_spread":0.18102198536650474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016519647","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":[0.9875799,0.0000074192308,0.011881553,0.000019286354,0.00003275723,0.00014220175,0.000007343343,0.00003863887,0.00029091892],"genre_scores_gemma":[0.9980936,0.000006661055,0.001863426,0.0000049361665,0.0000075516286,0.0000031589004,0.0000070829137,0.0000049191476,0.000008631798],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9989701,0.000018208031,0.00036640302,0.00025194162,0.00014635563,0.00024701806],"domain_scores_gemma":[0.9995587,0.00015041762,0.00008252514,0.00012783692,0.000004393765,0.000076150754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002548873,0.00014801529,0.00038714102,0.00015808907,0.000018555538,0.0000071979052,0.00013440734,0.00012956245,0.00032279635],"category_scores_gemma":[0.00015399375,0.00013306094,0.00009322263,0.00058430457,0.00002883347,0.00010673029,0.00012567779,0.00014595334,0.0000031169702],"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":[0.0000072716157,0.0000719884,0.17424516,0.000011148577,0.000018102952,0.000005638093,0.00004516237,0.8229311,0.0021896935,0.000029436016,2.737608e-7,0.00044498924],"study_design_scores_gemma":[0.0001119403,0.00007486725,0.5002507,0.000004077066,0.00001834401,7.2279585e-7,0.000002400336,0.49939984,0.00003064926,0.000034108936,0.0000029746818,0.00006937004],"about_ca_topic_score_codex":0.00007394118,"about_ca_topic_score_gemma":0.00024661858,"teacher_disagreement_score":0.32600555,"about_ca_system_score_codex":0.00016533093,"about_ca_system_score_gemma":0.0000026424198,"threshold_uncertainty_score":0.5426068},"labels":[],"label_agreement":null},{"id":"W2017879265","doi":"10.1007/s11104-014-2211-9","title":"Organic matter stocks increase with degree of invasion in temperate inland wetlands","year":2014,"lang":"en","type":"article","venue":"Plant and Soil","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Tanzania Commission for Science and Technology; McGill University; Society of Wetland Scientists; Michigan State University","keywords":"Phragmites; Phalaris arundinacea; Ecosystem; Agronomy; Wetland; Mineralization (soil science); Environmental science; Temperate climate; Organic matter; Nitrogen cycle; Biomass (ecology); Biology; Ecology; Soil water; Nitrogen; Chemistry","score_opus":0.006417495196767379,"score_gpt":0.1634638869166246,"score_spread":0.15704639171985724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017879265","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":[0.9938439,0.000004541191,0.000058793452,0.00004062136,0.00001628289,0.000070511785,0.000014935335,0.0000064639603,0.005943953],"genre_scores_gemma":[0.9996149,0.000012156066,0.00004985981,0.00004760904,0.000009795985,0.000003442493,0.00002329054,0.0000071706722,0.00023178231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994432,0.00003402787,0.00012868899,0.00015097581,0.000109828106,0.00013330327],"domain_scores_gemma":[0.9997457,0.000040124844,0.000042946933,0.00010969121,0.0000024017559,0.000059089354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018309565,0.00008618724,0.00014152851,0.000031383934,0.00003321173,0.000013334021,0.000067537294,0.00003918927,0.00022401332],"category_scores_gemma":[0.000007937383,0.000059236467,0.000008575689,0.00007994439,0.000034377073,0.00007176383,0.000098004195,0.00006239953,0.000069011105],"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":[0.00006611109,0.000020125892,0.9966876,0.000023783252,0.0000024979156,0.000004744642,0.00015917144,0.000056196677,0.0022646459,0.0000054058514,0.00017022032,0.0005394872],"study_design_scores_gemma":[0.0007916958,0.00010807117,0.99048626,0.00007039914,0.000007861084,0.00005798133,0.00005000535,0.007555477,0.00034472474,0.00006315716,0.0003264682,0.00013791681],"about_ca_topic_score_codex":0.0016191537,"about_ca_topic_score_gemma":0.02517842,"teacher_disagreement_score":0.023559265,"about_ca_system_score_codex":0.000019495697,"about_ca_system_score_gemma":0.0000046676205,"threshold_uncertainty_score":0.99260956},"labels":[],"label_agreement":null},{"id":"W2018028383","doi":"10.1016/j.marpolbul.2009.11.002","title":"Relative importance of multiple environmental variables in structuring benthic macroinfaunal assemblages in chronically metal-polluted salt marshes","year":2009,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council Canada; City University of New York; Research Foundation for the State University of New York; New York Sea Grant, State University of New York; National Research Foundation; National Oceanic and Atmospheric Administration; U.S. Department of Commerce","keywords":"Benthic zone; Salt marsh; Polychaete; Ecology; Environmental science; Sediment; Marsh; Biomass (ecology); Ecosystem; Abundance (ecology); Trace metal; Salinity; Fauna; Oceanography; Biology; Wetland; Geology; Chemistry; Metal","score_opus":0.0047984755261957154,"score_gpt":0.1953529123506497,"score_spread":0.19055443682445397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018028383","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":[0.9941215,0.000058229638,0.00024211155,0.00096665905,0.00006362618,0.00036344386,0.0000485867,0.000031672997,0.0041041947],"genre_scores_gemma":[0.99700946,0.000046999146,0.0022816525,0.00010901884,0.000019591029,0.000012205635,0.000051517312,0.000018192237,0.00045135105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776536,0.00014919347,0.00075687596,0.00048593714,0.00037269198,0.0004699245],"domain_scores_gemma":[0.9992388,0.00008951244,0.00027002915,0.00030747327,0.0000031019067,0.000091123795],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005583181,0.00026012913,0.00038090954,0.00013660833,0.00006449582,0.00001775923,0.00026749354,0.00014040765,0.0037074394],"category_scores_gemma":[0.00011958709,0.00026490586,0.0000894807,0.000308032,0.0001197768,0.00016896098,0.00042018964,0.00030810453,0.00009308148],"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":[0.00014672622,0.00025405156,0.963758,0.000020036436,0.000015039938,0.00004188743,0.00013662294,0.014059982,0.018129105,0.0003323435,0.00007277082,0.003033465],"study_design_scores_gemma":[0.0012453697,0.00009924602,0.98487335,0.000046376026,0.00001130308,0.00002344762,0.00005800736,0.010320006,0.0009527379,0.0014720956,0.000636036,0.00026202007],"about_ca_topic_score_codex":0.0014566756,"about_ca_topic_score_gemma":0.009653662,"teacher_disagreement_score":0.021115385,"about_ca_system_score_codex":0.00076170365,"about_ca_system_score_gemma":0.000016316713,"threshold_uncertainty_score":0.99998033},"labels":[],"label_agreement":null},{"id":"W2018354608","doi":"10.1515/bot.2011.062","title":"Reproductive biology of a natural mangrove hybrid <i>Rhizophora annamalayana</i> and its parent species (<i>R. apiculata</i> and <i>R. mucronata</i>) (Rhizophoraceae)","year":2011,"lang":"en","type":"article","venue":"Botanica Marina","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"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":"University of Calgary","keywords":"Rhizophora mucronata; Biology; Pollen; Anthesis; Mangrove; Botany; Rhizophoraceae; Bruguiera; Rhizophora; Pollination; Ecology","score_opus":0.015335232647563762,"score_gpt":0.20394634283141996,"score_spread":0.1886111101838562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018354608","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":[0.9899863,0.0014008394,0.000033342563,0.00013187627,0.000261349,0.0004582309,0.00013178194,0.000052914016,0.007543368],"genre_scores_gemma":[0.99766123,0.0005345327,0.00084494066,0.00006577356,0.000046746824,0.000020788477,0.000020186662,0.000031074756,0.00077474705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978685,0.00009220123,0.0004570471,0.00091439945,0.00021748806,0.00045039435],"domain_scores_gemma":[0.9988838,0.000065867716,0.00025200928,0.00059677986,0.00003101056,0.0001705259],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035904712,0.00032279477,0.0004468696,0.00004349111,0.00012372289,0.000026520145,0.00031713786,0.000088492736,0.0003039005],"category_scores_gemma":[0.00009906625,0.00028724805,0.00007652883,0.00019473388,0.00032670566,0.00028664427,0.0014696764,0.00021470968,0.00005431105],"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":[0.0015895992,0.0006772616,0.84897953,0.00036494425,0.00028741715,0.00023447118,0.003031317,0.000013226245,0.105265744,0.0058829584,0.00265874,0.03101477],"study_design_scores_gemma":[0.0018861141,0.000966075,0.9559806,0.00009984351,0.00016929934,0.0007968984,0.000993836,0.003660183,0.015734639,0.004688586,0.013643337,0.0013805967],"about_ca_topic_score_codex":0.0010844055,"about_ca_topic_score_gemma":0.0008886209,"teacher_disagreement_score":0.107001044,"about_ca_system_score_codex":0.000090140624,"about_ca_system_score_gemma":0.000011784523,"threshold_uncertainty_score":0.999958},"labels":[],"label_agreement":null},{"id":"W2018510572","doi":"10.1016/j.ecss.2006.04.022","title":"Controls on spatial patterns of sediment deposition across a macro-tidal salt marsh surface over single tidal cycles","year":2006,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":114,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University; University of Guelph; Saint Mary's University","funders":"Natural Sciences and Engineering Research Council of Canada; Mount Allison University; University of Guelph","keywords":"Salt marsh; Deposition (geology); Sediment; Hydrology (agriculture); Sedimentation; Environmental science; Marsh; Spatial variability; Bay; Geology; Oceanography; Geomorphology; Wetland; Ecology; Geotechnical engineering","score_opus":0.004639955771553799,"score_gpt":0.21090986838462153,"score_spread":0.20626991261306774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018510572","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":[0.9951768,0.0000066070393,0.0019635747,0.00009389617,0.00018833006,0.0002839976,0.00009830054,0.000038008722,0.0021504923],"genre_scores_gemma":[0.9991424,0.0000034718291,0.00026979606,0.000048014128,0.00005448471,0.000006311523,0.000020346642,0.0000131205925,0.00044202578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977237,0.000033895816,0.00036135138,0.00056025095,0.0007695842,0.00055120385],"domain_scores_gemma":[0.99935967,0.00005548466,0.00015720961,0.00025019114,0.000022885946,0.00015454796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040769076,0.00022525039,0.00024860428,0.000037334616,0.00032144916,0.00013822384,0.00028699817,0.00005326984,0.00016225586],"category_scores_gemma":[0.000018656347,0.00019397485,0.00005842429,0.00024048136,0.00051149516,0.00036933465,0.00076850614,0.000115424795,0.00004280741],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010334732,0.00031226806,0.79655266,0.000023341308,0.0000039494357,0.000019316547,0.00017041794,0.0038963198,0.1937527,0.00009556213,0.000027006696,0.0050430903],"study_design_scores_gemma":[0.0009177423,0.0005122673,0.95165837,0.000051136794,0.000009049037,0.000033652843,0.00009307399,0.025882136,0.020323193,0.00015589043,0.00009108391,0.00027239355],"about_ca_topic_score_codex":0.02536828,"about_ca_topic_score_gemma":0.03432449,"teacher_disagreement_score":0.17342952,"about_ca_system_score_codex":0.00014075506,"about_ca_system_score_gemma":0.000019230181,"threshold_uncertainty_score":0.9832966},"labels":[],"label_agreement":null},{"id":"W2018820825","doi":"10.1357/002224007782689120","title":"Simulated fiddler-crab sediment mixing","year":2007,"lang":"en","type":"article","venue":"Journal of Marine Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Fiddler crab; Mixing (physics); Oceanography; Sediment; Fishery; Environmental science; Geology; Crustacean; Biology; Paleontology; Physics","score_opus":0.03313160993228042,"score_gpt":0.33360507332023454,"score_spread":0.3004734633879541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018820825","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":[0.9605792,0.000020826554,0.00052153366,0.00042850926,0.00017136111,0.00011752581,9.1511066e-7,0.0000074943437,0.03815262],"genre_scores_gemma":[0.9961145,0.00002886248,0.0007443513,0.000026113034,0.0001685953,2.7699517e-7,0.0000013868769,0.00001390227,0.0029020044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974427,0.00011243526,0.00048274308,0.00013365557,0.0013115393,0.00051689765],"domain_scores_gemma":[0.99894875,0.00036607304,0.00014076724,0.00019088003,0.00009021807,0.00026329176],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006726566,0.00008781578,0.00017088786,0.00019518986,0.00014053105,0.000045209763,0.0003666229,0.00005971835,0.002676671],"category_scores_gemma":[0.0002509686,0.00006930406,0.00008161516,0.0005054934,0.00007523336,0.00017801973,0.0007643182,0.0005748992,0.00033000385],"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":[0.0007310901,0.0005346696,0.78761876,0.00006528598,0.00009168051,0.0013188322,0.00046866416,0.016000481,0.017404784,0.000087520915,0.01172167,0.16395658],"study_design_scores_gemma":[0.0034377673,0.0018099273,0.7950132,0.00020992942,0.000031499258,0.0009923091,0.0009936837,0.048986793,0.0049630743,0.003867674,0.13914835,0.0005458012],"about_ca_topic_score_codex":0.000740945,"about_ca_topic_score_gemma":0.0009372202,"teacher_disagreement_score":0.16341078,"about_ca_system_score_codex":0.0005750689,"about_ca_system_score_gemma":0.000029151239,"threshold_uncertainty_score":0.99823505},"labels":[],"label_agreement":null},{"id":"W2019089863","doi":"10.1139/x08-139","title":"Landscape-level variation in forest response to hurricane disturbance across a storm track","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":45,"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":"National Science Foundation","keywords":"Storm; Storm track; Wind speed; Environmental science; Disturbance (geology); Magnitude (astronomy); Climatology; Wind direction; Atmospheric sciences; Physical geography; Meteorology; Geology; Geography","score_opus":0.040926816460127885,"score_gpt":0.29465420101368517,"score_spread":0.25372738455355726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019089863","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":[0.99741006,0.000045185934,0.00022219784,0.0010695597,0.00013365406,0.00024405262,0.000056134086,0.000003210523,0.00081596564],"genre_scores_gemma":[0.9982385,0.000009704057,0.0002801827,0.00004042103,0.00008037591,0.000010742645,0.0000029341938,0.000018710385,0.0013184393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754924,0.00024360615,0.00041536504,0.00022302031,0.00070843706,0.0008603531],"domain_scores_gemma":[0.99825275,0.00023835969,0.000097889126,0.0002730298,0.00009384901,0.0010441054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030950764,0.00011963329,0.00021573901,0.0003639868,0.00035086373,0.00007406531,0.0005817887,0.00008578176,0.00029431886],"category_scores_gemma":[0.0009774453,0.00010911324,0.00006124794,0.0010942089,0.00018224295,0.0003006771,0.000087321896,0.00051481475,0.00022771633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034101427,0.000030150983,0.98386323,0.0000062319373,0.000004724344,0.0008580327,0.003748589,0.0067257853,0.0001854403,0.000023747241,0.0035785558,0.0006344729],"study_design_scores_gemma":[0.00052323926,0.00030901193,0.9893269,0.00005131185,0.0000012450213,0.00034351755,0.00030562936,0.00087185093,0.000007122857,0.00016517723,0.007975448,0.00011954111],"about_ca_topic_score_codex":0.07607158,"about_ca_topic_score_gemma":0.95104694,"teacher_disagreement_score":0.8749754,"about_ca_system_score_codex":0.0015265866,"about_ca_system_score_gemma":0.00064411724,"threshold_uncertainty_score":0.93008095},"labels":[],"label_agreement":null},{"id":"W2020308455","doi":"10.4319/lo.2007.52.2.0577","title":"Biostabilization of cohesive sediment beds in a freshwater wave‐dominated environment","year":2007,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":59,"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 Ottawa; Environment and Climate Change Canada","funders":"","keywords":"Biofilm; Flume; Sediment; Microbial population biology; Temperature gradient gel electrophoresis; Environmental chemistry; Shear stress; Cyanobacteria; Chemistry; Geology; Bacteria; Materials science; Geomorphology; Composite material","score_opus":0.0043319029155779,"score_gpt":0.18141790813152878,"score_spread":0.1770860052159509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020308455","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":[0.9980657,0.000082242404,0.0006922805,0.00008434735,0.00006055906,0.00020875501,0.0000135275895,0.000013430647,0.00077912636],"genre_scores_gemma":[0.9991504,0.00008881882,0.00063453557,0.000055864333,0.000005310251,0.0000037548716,0.000021450689,0.0000069777107,0.00003290962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908435,0.00004002136,0.00027909377,0.00023337644,0.0001081174,0.00025502263],"domain_scores_gemma":[0.9996628,0.00005460989,0.000080878395,0.00014389334,0.000003220428,0.000054607666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031334235,0.00011254572,0.00016119264,0.00016444491,0.00004060564,0.0000034925984,0.00006733289,0.0001257435,0.0003370919],"category_scores_gemma":[0.00000691763,0.0000995337,0.000038598922,0.0002429409,0.0002522367,0.00007153624,0.00013990806,0.0000820589,0.00001670642],"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":[0.000090114925,0.000118168384,0.99099296,0.000015634378,0.000013963689,0.000014986457,0.0007626327,0.000120212695,0.0057050423,0.00010383928,0.000035934052,0.0020265267],"study_design_scores_gemma":[0.0009507057,0.0002996088,0.98226887,0.00002064035,0.000019974217,0.000017816896,0.00056854653,0.002318976,0.010555627,0.00089744106,0.0018834138,0.00019836848],"about_ca_topic_score_codex":0.00007843665,"about_ca_topic_score_gemma":0.0019546642,"teacher_disagreement_score":0.008724064,"about_ca_system_score_codex":0.000038590253,"about_ca_system_score_gemma":0.0000018572598,"threshold_uncertainty_score":0.40588668},"labels":[],"label_agreement":null},{"id":"W2020490843","doi":"10.1007/bf02803562","title":"Changes in saltmarsh surface elevation due to variability in evapotranspiration and tidal flooding","year":2004,"lang":"en","type":"article","venue":"Estuaries","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Elevation (ballistics); Salt marsh; Environmental science; Hydrology (agriculture); Evapotranspiration; Marsh; Water table; Water level; Wetland; Soil water; Bay; Flooding (psychology); Geology; Groundwater; Soil science; Oceanography; Ecology; Geography","score_opus":0.007112387908973941,"score_gpt":0.20646758479502295,"score_spread":0.199355196886049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020490843","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":[0.9962262,0.000004397056,0.0019779897,0.0010269381,0.000059486738,0.00027434813,0.000004021195,0.000019351115,0.00040725875],"genre_scores_gemma":[0.9987605,0.000003915924,0.0011157214,0.00006683127,0.000010922493,0.0000122465,0.0000063330535,0.000005755389,0.000017753735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929094,0.000049207247,0.00014626456,0.00022198485,0.00012400118,0.00016757518],"domain_scores_gemma":[0.999778,0.000055446297,0.000023120423,0.000100924684,0.0000032493938,0.00003930873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006046203,0.00008106705,0.0001094024,0.000033537166,0.000047042802,0.000032462434,0.00005662269,0.000046478905,0.00004503865],"category_scores_gemma":[0.00009324844,0.00008334657,0.000006982694,0.00025384527,0.00003265059,0.0001994642,0.00006467075,0.00006692288,0.000031259966],"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":[0.000026887023,0.000051330622,0.9028211,0.000026821395,0.0000011212283,0.0000069649245,0.0037545005,0.08298493,0.0063311826,0.0006220758,0.000002918756,0.0033701302],"study_design_scores_gemma":[0.0003644596,0.00006387395,0.98867905,0.000036750393,0.0000021253898,0.000004052391,0.0001229857,0.006391339,0.0009572112,0.0031505683,0.00009555599,0.0001320354],"about_ca_topic_score_codex":0.003674649,"about_ca_topic_score_gemma":0.27110487,"teacher_disagreement_score":0.26743022,"about_ca_system_score_codex":0.00026503066,"about_ca_system_score_gemma":0.000009401524,"threshold_uncertainty_score":0.74219555},"labels":[],"label_agreement":null},{"id":"W2020792628","doi":"10.1139/l04-015","title":"Structural controls on floc strength and transport","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":77,"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":"Leverhulme Trust","keywords":"Flocculation; Extracellular polymeric substance; Porosity; Sediment; Sedimentation; Chemistry; Environmental science; Chemical engineering; Environmental engineering; Geotechnical engineering; Geology; Bacteria","score_opus":0.0030433307234427735,"score_gpt":0.15026597934318822,"score_spread":0.14722264861974546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020792628","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":[0.9973147,0.000060486138,0.00085940136,0.00012224543,0.00023189124,0.000045127246,0.00001333381,0.0000053586705,0.0013474668],"genre_scores_gemma":[0.99975157,0.0000035880742,0.00012939802,0.00002920479,0.00005316344,4.1993368e-7,9.3673077e-7,0.000011102398,0.000020644407],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99942404,0.0000033234642,0.00017494499,0.000073037794,0.00011141732,0.00021326277],"domain_scores_gemma":[0.9994309,0.00001325145,0.0000446609,0.000065705106,0.000005540345,0.00043996752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008782584,0.00009235024,0.00013308006,0.00007339562,0.00004313958,0.000019274625,0.00009804041,0.000033479948,0.00023531089],"category_scores_gemma":[0.000020121026,0.000083648716,0.00003893423,0.0000694657,0.0000214148,0.00012306827,0.000004547579,0.00014171966,0.0000063276916],"study_design_candidate":"simulation_or_modeling","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":[0.000008558999,0.000003071556,0.035694942,0.000014521596,0.000021331693,0.0002731951,0.0003432837,0.9615322,0.0005935721,0.0003676336,0.000047471203,0.0011002636],"study_design_scores_gemma":[0.0035373897,0.00056507817,0.93533254,0.00044108884,0.00006627365,0.001508334,0.00016979524,0.046265174,0.00028527356,0.00087037054,0.0102079725,0.00075071974],"about_ca_topic_score_codex":0.0022412469,"about_ca_topic_score_gemma":0.54131216,"teacher_disagreement_score":0.915267,"about_ca_system_score_codex":0.00025062822,"about_ca_system_score_gemma":0.000053833857,"threshold_uncertainty_score":0.4670577},"labels":[],"label_agreement":null},{"id":"W2021749706","doi":"10.1007/s10750-009-9822-9","title":"Habitat choice and seed–seedling conflict of Spartina alterniflora on the coast of China","year":2009,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"Nantong University; Florida International University","keywords":"Spartina alterniflora; Seedling; Germination; Biology; Habitat; Agronomy; Spartina; Population; Soil seed bank; Coleoptile; Botany; Ecology; Wetland; Marsh","score_opus":0.014594332227232096,"score_gpt":0.22143362016219795,"score_spread":0.20683928793496587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021749706","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":[0.9959999,0.000020506459,0.000053136435,0.00020641326,0.000045742534,0.00017401957,0.000021626904,0.000015848449,0.003462858],"genre_scores_gemma":[0.99970305,0.00001278567,0.00007450586,0.00009543469,0.00001440942,0.0000022430047,0.000006542372,0.0000047703943,0.00008622923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925756,0.00005083738,0.00023171582,0.00018797052,0.000093996605,0.00017791255],"domain_scores_gemma":[0.99943227,0.00013877766,0.0001598742,0.00022694776,0.000004570718,0.000037587462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029174195,0.000114729155,0.00018926138,0.000017620623,0.000055746186,0.00000775581,0.00018277316,0.00005159053,0.00008696578],"category_scores_gemma":[0.000074559335,0.000071568466,0.00004136792,0.000097192795,0.0001521122,0.00004539028,0.00011904516,0.00009623199,0.00003807522],"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":[0.000037132853,0.00010265413,0.84610975,0.000021138841,0.00001344061,0.000001867943,0.0004281104,0.0042795916,0.1471315,0.0002653026,0.0003078582,0.001301668],"study_design_scores_gemma":[0.00021266572,0.0003983881,0.9868855,0.00004665307,0.000009284315,0.000008354827,0.000063226544,0.006867973,0.0049333624,0.00016523783,0.0002997273,0.00010963014],"about_ca_topic_score_codex":0.00045199384,"about_ca_topic_score_gemma":0.00061725505,"teacher_disagreement_score":0.14219813,"about_ca_system_score_codex":0.00002309445,"about_ca_system_score_gemma":0.0000027515835,"threshold_uncertainty_score":0.29184774},"labels":[],"label_agreement":null},{"id":"W2024089068","doi":"10.1002/jpln.201100307","title":"Phosphorus fractions and profile distribution in newly formed wetland soils along a salinity gradient in the Yellow River Delta in China","year":2012,"lang":"en","type":"article","venue":"Journal of Plant Nutrition and Soil Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":41,"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 Alberta","funders":"CAS-SAFEA International Partnership Program for Creative Research Teams; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Wetland; Soil water; Salinity; Chemistry; Phosphorus; Organic matter; Environmental chemistry; Soil organic matter; Delta; Ecosystem; Animal science; Agronomy; Ecology; Biology","score_opus":0.008894807492494427,"score_gpt":0.22173984373051958,"score_spread":0.21284503623802514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024089068","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":[0.99885625,0.00011346143,0.00012899429,0.00039971678,0.00010764189,0.00017867226,0.000062159095,0.0000020381574,0.00015107532],"genre_scores_gemma":[0.9993128,0.00050194404,0.0001054596,0.000030496205,0.000024299516,0.000007379688,0.000011595221,0.0000018304718,0.0000041722406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891126,0.000068410234,0.00030662352,0.00011811974,0.00031834858,0.0002772605],"domain_scores_gemma":[0.9995949,0.000075927506,0.00014127175,0.00006411672,0.000008557634,0.00011520294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017470407,0.00007786133,0.00013086604,0.00010445813,0.00014141957,0.000056237775,0.0001337252,0.000039926457,0.000009420719],"category_scores_gemma":[0.00008010638,0.000053726417,0.0000211535,0.00046880366,0.0002040627,0.00086653716,0.00005928916,0.0002232011,0.00000246203],"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":[0.00005759344,0.00030948748,0.99530536,0.00001569105,9.269965e-7,0.000021457296,0.0019314907,0.00012247893,0.0003971773,0.00007359494,0.0002125192,0.0015522211],"study_design_scores_gemma":[0.00086783036,0.000061205676,0.9872873,0.00011342994,0.0000037701443,0.00034426036,0.00078401587,0.009467938,0.000055864137,0.00048204267,0.0004578384,0.0000745232],"about_ca_topic_score_codex":0.002087429,"about_ca_topic_score_gemma":0.010239783,"teacher_disagreement_score":0.009345459,"about_ca_system_score_codex":0.0002161292,"about_ca_system_score_gemma":0.000021979991,"threshold_uncertainty_score":0.5714039},"labels":[],"label_agreement":null},{"id":"W2024972043","doi":"10.1016/s1385-1101(01)00066-1","title":"Optical backscatter of marine flocs","year":2001,"lang":"en","type":"article","venue":"Journal of Sea Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Phaeodactylum tricornutum; Suspension (topology); Settling; Phytoplankton; Flocculation; Particle (ecology); Wavelength; Particle size; Upwelling; Mass concentration (chemistry); Environmental science; Particulates; Backscatter (email); Seawater; Mineralogy; Materials science; Chemistry; Oceanography; Environmental engineering; Optics; Physics; Geology; Nutrient; Diatom","score_opus":0.03501030132287318,"score_gpt":0.3231174961554748,"score_spread":0.2881071948326016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024972043","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":[0.9470971,0.000013248787,0.00019105428,0.0011320831,0.000071942435,0.00006657806,0.0000016038513,0.0000020370135,0.051424302],"genre_scores_gemma":[0.9967248,0.000088236724,0.0012285272,0.00001671689,0.00010457263,7.519789e-7,7.492897e-7,0.000009299991,0.0018263356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980188,0.000094189396,0.00036725646,0.00009795948,0.0011062019,0.0003155656],"domain_scores_gemma":[0.999296,0.00015372432,0.00009520403,0.0001826936,0.00008712798,0.00018521641],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019717289,0.0000614397,0.0001712253,0.000114509836,0.00005016415,0.00002399682,0.00037333797,0.000049769256,0.0054185675],"category_scores_gemma":[0.00013979338,0.000045989815,0.000076081174,0.00038269785,0.0001600316,0.00017115129,0.0005209558,0.00038655414,0.00040044767],"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":[0.0003221858,0.00029331763,0.9064268,0.000038688013,0.000031025727,0.00045738803,0.00010402899,0.00064988557,0.0132394405,0.00007688824,0.010886798,0.067473575],"study_design_scores_gemma":[0.0015239911,0.0012785123,0.93836933,0.00011509359,0.000019515155,0.002230454,0.00051171926,0.012259851,0.0030830097,0.0023077128,0.03805828,0.00024254307],"about_ca_topic_score_codex":0.00023961619,"about_ca_topic_score_gemma":0.00045694885,"teacher_disagreement_score":0.06723104,"about_ca_system_score_codex":0.00018715483,"about_ca_system_score_gemma":0.000027158818,"threshold_uncertainty_score":0.9954906},"labels":[],"label_agreement":null},{"id":"W2025329525","doi":"10.1016/s0043-1354(03)00082-4","title":"Floc morphology and size distributions of cohesive sediment in steady-state flow","year":2003,"lang":"en","type":"article","venue":"Water Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; University of Waterloo","funders":"","keywords":"Fractal dimension; Shear stress; Perimeter; Particle size; Critical resolved shear stress; Breakage; Flume; Particle (ecology); Shear (geology); Geometry; Materials science; Fractal; Geotechnical engineering; Mineralogy; Geology; Chemistry; Flow (mathematics); Shear rate; Mathematics; Composite material; Rheology","score_opus":0.020815167639379906,"score_gpt":0.27874204833139343,"score_spread":0.2579268806920135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025329525","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":[0.99665135,0.000012311774,0.00012963219,0.00022583698,0.0000317851,0.00026685392,0.00004921441,0.0000052807973,0.0026277257],"genre_scores_gemma":[0.99852234,0.000016540764,0.0002640806,0.0000069083762,0.000003104969,0.000028891549,0.0000127536505,0.000006775059,0.0011385905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857104,0.0002568323,0.0001824103,0.00022842894,0.00031649607,0.00044479963],"domain_scores_gemma":[0.99962485,0.00006694701,0.000013764349,0.00019080262,0.000015299236,0.00008835117],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011296557,0.000070410264,0.0001267367,0.000036823676,0.00007384371,0.000016182126,0.00012716907,0.00004104108,0.0010511266],"category_scores_gemma":[0.00008161007,0.00005175473,0.000017037937,0.00017594236,0.00022087463,0.00006354357,0.0003201133,0.0001669705,0.00025772495],"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":[0.00014010792,0.00043361483,0.67494774,0.00011081988,0.000027270567,0.00021747967,0.004514293,0.0039218357,0.3110204,0.00035722635,0.0015977736,0.0027114651],"study_design_scores_gemma":[0.005122093,0.001231016,0.56988335,0.00013945562,0.000019555739,0.00022194424,0.0025118038,0.028627818,0.34352896,0.022820914,0.024927888,0.00096518657],"about_ca_topic_score_codex":0.0010828254,"about_ca_topic_score_gemma":0.0016469248,"teacher_disagreement_score":0.10506433,"about_ca_system_score_codex":0.00017559723,"about_ca_system_score_gemma":0.000009775693,"threshold_uncertainty_score":0.9998621},"labels":[],"label_agreement":null},{"id":"W2025781703","doi":"10.1046/j.1365-2427.2002.00959.x","title":"The influence of water transparency on the distribution and abundance of macrophytes among lakes of the Mackenzie Delta, Western Canadian Arctic","year":2002,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Research Manitoba; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy","keywords":"Macrophyte; Environmental science; Sill; Hydrology (agriculture); Biomass (ecology); Water level; Delta; Wetland; Floodplain; Flooding (psychology); Ecology; Geology; Geography; Biology","score_opus":0.006223169924899084,"score_gpt":0.17593122218905494,"score_spread":0.16970805226415586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025781703","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":[0.99810237,0.00003647352,0.000010970684,0.0008403723,0.000060750375,0.00016862183,0.00070072553,0.0000025673905,0.00007713944],"genre_scores_gemma":[0.9997932,0.0000408918,0.0000038989697,0.000041682688,0.000006190116,0.000010106447,0.000021838705,0.0000044126286,0.000077822486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922687,0.00009530257,0.00023238713,0.00013556528,0.00007924672,0.00023064698],"domain_scores_gemma":[0.99950296,0.000078534315,0.00008322208,0.000285056,0.000014111543,0.000036111906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015450815,0.00008988536,0.00012030296,0.000010182055,0.00013156545,0.000006989231,0.0003294373,0.000053713553,0.00013961326],"category_scores_gemma":[0.00002200604,0.0000359607,0.000032813514,0.000064761,0.0007704473,0.00003588647,0.00007822286,0.00007750319,0.000010109413],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010147903,0.000012367061,0.98965824,0.000020096759,0.000011089008,4.8945805e-7,0.00056322286,0.00069650274,0.0084861545,0.00012092216,0.00006156619,0.0003592064],"study_design_scores_gemma":[0.00012763964,0.00012555574,0.97914195,0.000050687697,0.000013375302,0.000004781614,0.000037349848,0.0014425511,0.015103272,0.00095971074,0.002906822,0.00008628467],"about_ca_topic_score_codex":0.107927784,"about_ca_topic_score_gemma":0.843993,"teacher_disagreement_score":0.73606527,"about_ca_system_score_codex":0.000042003187,"about_ca_system_score_gemma":0.000003748854,"threshold_uncertainty_score":0.8980126},"labels":[],"label_agreement":null},{"id":"W2025939823","doi":"10.1016/j.ecoleng.2014.09.096","title":"Eradicating invasive Spartina alterniflora with alien Sonneratia apetala and its implications for invasion controls","year":2014,"lang":"en","type":"article","venue":"Ecological Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Program for New Century Excellent Talents in University; Chinese Academy of Forestry; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Spartina alterniflora; Mangrove; Alien; Invasive species; Spartina; Biology; Ecology; Introduced species; Wetland; Marsh; Population","score_opus":0.008109664834841209,"score_gpt":0.18862784592691775,"score_spread":0.18051818109207654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025939823","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":[0.9574013,0.000011700016,0.040953435,0.0004975159,0.000035093646,0.000487324,0.0000097351685,0.00007725984,0.00052665547],"genre_scores_gemma":[0.9945401,0.0000049204364,0.0050241896,0.00009598545,0.000049180948,0.00020955523,0.000013684264,0.000014237132,0.000048175458],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999196,0.000016361371,0.0001736759,0.00027882782,0.00006725572,0.0002678755],"domain_scores_gemma":[0.99930453,0.00037429755,0.0000646485,0.00012336239,0.000008283519,0.00012490223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021417091,0.0001296738,0.00017387407,0.00001762423,0.00012755494,0.000039931434,0.00011555519,0.00005635349,0.00006344344],"category_scores_gemma":[0.00030334474,0.00009836283,0.00002601578,0.00007527823,0.00002196328,0.00011938023,0.00012567455,0.00007923107,0.000036188867],"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":[0.00006644209,0.00022186463,0.19499163,0.0001948427,0.00007064027,0.0000069250495,0.0003358114,0.51264524,0.26788905,0.015099733,0.00031304703,0.008164771],"study_design_scores_gemma":[0.0007900598,0.00042005806,0.2715519,0.000032993128,0.000023444225,0.00003721552,0.000015812117,0.7239968,0.0009151453,0.0003237931,0.0015906388,0.00030215114],"about_ca_topic_score_codex":0.000008150522,"about_ca_topic_score_gemma":0.0002420618,"teacher_disagreement_score":0.2669739,"about_ca_system_score_codex":0.00006025775,"about_ca_system_score_gemma":0.0000040768423,"threshold_uncertainty_score":0.40111196},"labels":[],"label_agreement":null},{"id":"W2028203283","doi":"10.1007/s11273-009-9141-y","title":"Seasonal nutrient fluxes variability of northern salt marshes: examples from the lower St. Lawrence Estuary","year":2009,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Salt marsh; Estuary; Marsh; Brackish marsh; Environmental science; Oceanography; Nutrient; Nitrate; Hydrology (agriculture); Sediment; Wetland; Geology; Ecology; Geomorphology; Biology","score_opus":0.005821850665677299,"score_gpt":0.19199378015547644,"score_spread":0.18617192948979913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028203283","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":[0.9911831,0.000028533595,0.00088339014,0.000808442,0.00017239182,0.00039126255,0.0000559493,0.000026618367,0.0064503024],"genre_scores_gemma":[0.9986047,0.00017029628,0.0004719134,0.00040892765,0.000030203826,0.000024470517,0.0000470312,0.0000055217033,0.00023692999],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882454,0.00011390228,0.00024680354,0.0003728006,0.00018427726,0.00025765438],"domain_scores_gemma":[0.9992517,0.0002200787,0.00009805248,0.00035644806,0.000007527029,0.00006617595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047903656,0.00015070093,0.00020025113,0.00001653472,0.00015019355,0.00001836349,0.00028616507,0.000068816866,0.0006739316],"category_scores_gemma":[0.00002072812,0.000106221865,0.000048539652,0.00010683792,0.00016476182,0.00007741585,0.0003777873,0.000090575166,0.00004253501],"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":[0.00008523644,0.00033262948,0.9837991,0.000019142595,0.000048194244,0.000015300217,0.00019615055,0.00021372402,0.00003952593,0.0017947917,0.0015854018,0.0118707875],"study_design_scores_gemma":[0.00040423957,0.00022188744,0.9794683,0.000015430443,0.000047982918,0.0000028087604,0.000113224625,0.001307293,0.000005664043,0.010842165,0.0074478704,0.0001231338],"about_ca_topic_score_codex":0.00042904125,"about_ca_topic_score_gemma":0.017651584,"teacher_disagreement_score":0.017222544,"about_ca_system_score_codex":0.00007115726,"about_ca_system_score_gemma":0.000006078312,"threshold_uncertainty_score":0.98499984},"labels":[],"label_agreement":null},{"id":"W2029165919","doi":"10.1139/f02-109","title":"Landscape allometry: from tidal channel hydraulic geometry to benthic ecology","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":28,"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":"National Science Foundation","keywords":"Benthic zone; Channel (broadcasting); Allometry; Estuary; Ecology; Environmental science; Habitat; Abundance (ecology); Detritus; Hydrology (agriculture); Oceanography; Geology; Biology","score_opus":0.013158888372442827,"score_gpt":0.18694447836819475,"score_spread":0.17378558999575192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029165919","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":[0.98794013,0.00023607464,0.000104883686,0.0049129557,0.00044698516,0.000065752814,0.000012146446,0.0000033945364,0.006277667],"genre_scores_gemma":[0.9981846,0.000033959066,0.0005182302,0.00078919233,0.00007887606,0.0000013474023,8.462965e-7,0.000005656166,0.00038729992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887073,0.000036722005,0.0002736824,0.00019348924,0.00025304678,0.00037233005],"domain_scores_gemma":[0.9989727,0.00011546484,0.00012726619,0.00009550045,0.0000069666626,0.0006820626],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040818157,0.0001114373,0.00021142981,0.00020858954,0.0003123412,0.00017558578,0.00036797687,0.000054314492,0.0041003334],"category_scores_gemma":[0.00020406517,0.00008967228,0.000040566883,0.0006073728,0.00030950774,0.0003009392,0.000055764944,0.00010701288,0.00012239434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039178576,0.00001409893,0.9677334,0.0000043749087,0.000016127635,0.00006852056,0.0018709614,0.0004699146,0.000039460494,0.00001640431,0.016556796,0.0132060405],"study_design_scores_gemma":[0.0005755048,0.0012934922,0.87512356,0.00008992105,0.00004486347,0.00030644593,0.004391136,0.06119647,0.000028149427,0.0023639465,0.054040045,0.0005464863],"about_ca_topic_score_codex":0.01354662,"about_ca_topic_score_gemma":0.21466644,"teacher_disagreement_score":0.20111983,"about_ca_system_score_codex":0.00008018324,"about_ca_system_score_gemma":0.000054473596,"threshold_uncertainty_score":0.9968101},"labels":[],"label_agreement":null},{"id":"W2030000158","doi":"10.1139/b02-001","title":"Colonization during early succession of restored freshwater marshes","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":44,"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":"Division of Environmental Biology; Federal University of Technology Akure; U.S. Army Corps of Engineers; University of Notre Dame","keywords":"Ecological succession; Wetland; Marsh; Vegetation (pathology); Plant community; Species richness; Environmental science; Ecology; Biomass (ecology); Colonization; Restoration ecology; Biology","score_opus":0.006859796057944649,"score_gpt":0.16708524351051074,"score_spread":0.1602254474525661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030000158","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":[0.99801445,0.000091775284,0.000046893194,0.00017693994,0.00019569225,0.00004754917,0.000015131725,0.000002336238,0.0014092186],"genre_scores_gemma":[0.99885833,0.0000120096565,0.00021743472,0.000013492667,0.00003797012,3.6497067e-7,4.2144677e-7,0.000009729211,0.00085024664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925894,0.00003070333,0.00028256845,0.00007369366,0.00016819205,0.0001858844],"domain_scores_gemma":[0.9993844,0.00001126825,0.00018855852,0.000105157465,0.000021854657,0.00028878462],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001251268,0.000065267755,0.00012363809,0.00007873061,0.00008648563,0.000025289444,0.00017020413,0.00004715299,0.0025486234],"category_scores_gemma":[0.000038994902,0.00005755096,0.000043712178,0.00015308952,0.000055291224,0.00023288358,0.00002087251,0.00008446758,0.000038690334],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001398045,0.000011516057,0.98190725,0.0000124389535,0.000009880045,0.00015614484,0.0007110769,0.0009947985,0.013650731,0.000007716435,0.0016915873,0.0008328981],"study_design_scores_gemma":[0.00042467302,0.00012557986,0.98932624,0.00012590474,0.000015563823,0.00015883302,0.00007756604,0.0031483513,0.0011745149,0.00009325864,0.0051937997,0.00013569834],"about_ca_topic_score_codex":0.007935851,"about_ca_topic_score_gemma":0.29822627,"teacher_disagreement_score":0.29029042,"about_ca_system_score_codex":0.00028380865,"about_ca_system_score_gemma":0.000025691896,"threshold_uncertainty_score":0.9986704},"labels":[],"label_agreement":null},{"id":"W2030323846","doi":"10.1007/s13157-010-0065-3","title":"An Assessment of Mangroves in Guinea, West Africa, Using a Field and Remote Sensing Based Approach","year":2010,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GDG Environnement; Nipissing University","funders":"","keywords":"Mangrove; Rhizophora mangle; Avicennia; Rhizophora; Transect; Geography; Environmental science; Basal area; Rhizophoraceae; Forestry; Ecology; Biology","score_opus":0.011235372980994151,"score_gpt":0.2636935848436653,"score_spread":0.25245821186267114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030323846","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":[0.9588163,0.0000021020373,0.030132895,0.00003877668,0.00006490321,0.00011316278,0.000005135776,0.000014050392,0.010812695],"genre_scores_gemma":[0.9197305,8.657773e-7,0.08016905,0.000024678737,0.00002151639,3.3456817e-7,0.000008439195,0.000009918572,0.000034712764],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918437,0.00003571119,0.00019253435,0.00023732249,0.00016098535,0.00018910175],"domain_scores_gemma":[0.9995297,0.000051053823,0.000070694456,0.00026999158,0.000004639239,0.00007391713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003176478,0.00010537183,0.00016229926,0.000058030924,0.000044791712,0.000027140224,0.00010486624,0.00007931153,0.00010144006],"category_scores_gemma":[0.000018775501,0.000094877214,0.000023577528,0.00015321103,0.000045216086,0.0001070508,0.00009370604,0.0001558081,0.0000016337103],"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":[0.000031093485,0.00013070782,0.79781514,0.00007837234,0.0000065698587,0.00001938257,0.00046015755,0.0050297645,0.15789863,0.000040151044,0.000029029165,0.03846102],"study_design_scores_gemma":[0.00030178652,0.000058538928,0.12778287,0.000017244285,0.0000063015063,0.000014473874,0.000081015496,0.8711864,0.0002631116,0.00008243966,0.000097965094,0.00010785618],"about_ca_topic_score_codex":0.0021518597,"about_ca_topic_score_gemma":0.008055245,"teacher_disagreement_score":0.86615664,"about_ca_system_score_codex":0.000036155663,"about_ca_system_score_gemma":0.000011228897,"threshold_uncertainty_score":0.44950157},"labels":[],"label_agreement":null},{"id":"W2030619082","doi":"10.1016/j.dsr.2003.09.012","title":"The relationship between floc area and backscatter during a spring phytoplankton bloom","year":2003,"lang":"en","type":"article","venue":"Deep Sea Research Part I Oceanographic Research Papers","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bedford Institute of Oceanography; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bloom; Nova scotia; Phytoplankton; Spring bloom; Spring (device); Oceanography; Environmental science; Particle (ecology); Algal bloom; Backscatter (email); Structural basin; Abundance (ecology); Mineralogy; Geology; Nutrient; Ecology; Geomorphology; Biology; Physics","score_opus":0.07151141789654294,"score_gpt":0.32226212601648513,"score_spread":0.25075070811994216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030619082","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":[0.96977836,0.00031299182,0.000013193921,0.0007864201,0.000062237326,0.0009709553,0.000012261113,0.000062827516,0.028000742],"genre_scores_gemma":[0.99699754,0.00055064075,0.000064143285,0.000015765456,0.000096666736,0.00016077273,0.00001157658,0.000055011755,0.002047883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9909363,0.0024689722,0.00048200018,0.0009435188,0.0028997462,0.002269506],"domain_scores_gemma":[0.99292123,0.0052196304,0.000067711466,0.0009357671,0.00010988245,0.00074578275],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012369134,0.00028440543,0.00026873508,0.0005008803,0.0041055772,0.00056266104,0.00081497617,0.00019503708,0.00036862452],"category_scores_gemma":[0.0022085914,0.00021722516,0.00013227263,0.0026987938,0.0018626502,0.00036797687,0.000895327,0.0019598785,0.000408937],"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":[0.000044482105,0.000034373916,0.99668396,0.00006235745,0.0000384286,0.000036661924,0.00029250362,0.000037922295,0.0004069375,0.0006001892,0.00070236565,0.0010598144],"study_design_scores_gemma":[0.0005702292,0.0001186636,0.95719206,0.00009427922,0.000008073319,0.000024485906,0.0011107441,0.00055052503,0.000119110366,0.0014580889,0.038461067,0.00029266582],"about_ca_topic_score_codex":0.00047418405,"about_ca_topic_score_gemma":0.0052591776,"teacher_disagreement_score":0.039491896,"about_ca_system_score_codex":0.00029768902,"about_ca_system_score_gemma":0.00006120252,"threshold_uncertainty_score":0.99719095},"labels":[],"label_agreement":null},{"id":"W2030756468","doi":"10.1016/j.watres.2012.04.031","title":"Predicting the settling velocity of flocs formed in water treatment using multiple fractal dimensions","year":2012,"lang":"en","type":"article","venue":"Water Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":102,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Research Manitoba","keywords":"Settling; Fractal dimension; Fractal; Range (aeronautics); Diffusion; Flocculation; Mineralogy; Materials science; Mechanics; Mathematics; Chemistry; Thermodynamics; Physics; Mathematical analysis; Composite material","score_opus":0.0674540456331267,"score_gpt":0.31944967651713263,"score_spread":0.25199563088400595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030756468","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":[0.9988952,0.000009690991,0.000050955496,0.00014851814,0.00007857359,0.00040500093,0.000008400917,0.000010984674,0.00039263748],"genre_scores_gemma":[0.9994484,0.000004059364,0.00025959406,0.0000052861965,0.00004526499,0.000028198638,0.000015664056,0.000015104617,0.0001784127],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980905,0.00019455506,0.0002374258,0.00017461568,0.0004604472,0.0008424707],"domain_scores_gemma":[0.99952406,0.00008623207,0.00001877144,0.0002621669,0.000012771508,0.00009598175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016159529,0.000100206475,0.00013181251,0.00006506926,0.00028437164,0.000023114058,0.00017502971,0.00005615052,0.00024368025],"category_scores_gemma":[0.000041640993,0.00004624428,0.000044477427,0.00013231635,0.00011808819,0.0003059354,0.0006529929,0.00019824528,0.00017652694],"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":[0.00003747737,0.00014687615,0.7793561,0.0000135865785,0.000010636246,0.000004097427,0.008892347,0.0037934736,0.20645998,0.0000023942569,0.000009735273,0.0012732479],"study_design_scores_gemma":[0.001106723,0.0001690644,0.087535374,0.000073888754,0.000015740554,0.000030257213,0.0029435027,0.6371083,0.26900902,0.0002299168,0.00152275,0.00025545334],"about_ca_topic_score_codex":0.0108973,"about_ca_topic_score_gemma":0.0036380473,"teacher_disagreement_score":0.6918208,"about_ca_system_score_codex":0.000499434,"about_ca_system_score_gemma":0.000007494396,"threshold_uncertainty_score":0.9956892},"labels":[],"label_agreement":null},{"id":"W2031141996","doi":"10.1007/s11368-014-1004-3","title":"Fine-sediment dynamics: towards an improved understanding of sediment erosion and transport","year":2014,"lang":"en","type":"article","venue":"Journal of Soils and Sediments","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; McMaster University; Environment and Climate Change Canada","funders":"","keywords":"Sediment; Environmental science; Benthic zone; Erosion; Hydrology (agriculture); Cohesion (chemistry); Geology; Geotechnical engineering; Geomorphology; Oceanography; Chemistry","score_opus":0.012063032335207741,"score_gpt":0.2184734904307879,"score_spread":0.20641045809558015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031141996","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":[0.9916296,0.0000477314,0.0071361805,0.00016021891,0.0002392114,0.00012289124,0.000013023235,0.000005337145,0.0006457882],"genre_scores_gemma":[0.9988871,0.00007119066,0.0008753664,0.000045166234,0.00004406877,0.0000010904198,0.0000056499266,0.000012654096,0.00005767041],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998675,0.000039957795,0.00051014323,0.00017950888,0.0003898517,0.00020555673],"domain_scores_gemma":[0.99926025,0.00002426404,0.00035075407,0.000120882534,0.000015983025,0.00022787954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007112831,0.00015278127,0.0003061998,0.000061357554,0.000088690635,0.000023011058,0.00011857604,0.00006956253,0.000073375595],"category_scores_gemma":[0.000007772301,0.00011954377,0.00005989426,0.00007072521,0.00008270334,0.00030721774,0.00008278017,0.00012126681,0.0000012406217],"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":[0.0009283009,0.0011530939,0.8138636,0.0004894276,0.00030897718,0.00003933246,0.004546694,0.0031182072,0.09910225,0.0010270013,0.00031128922,0.075111866],"study_design_scores_gemma":[0.009999303,0.0072092353,0.42858544,0.0007321835,0.0004372362,0.00027098367,0.0031663259,0.5350511,0.005228979,0.0075394437,0.0007667441,0.0010130258],"about_ca_topic_score_codex":0.00030633906,"about_ca_topic_score_gemma":0.0005316918,"teacher_disagreement_score":0.5319329,"about_ca_system_score_codex":0.00025448174,"about_ca_system_score_gemma":0.000013582598,"threshold_uncertainty_score":0.48748535},"labels":[],"label_agreement":null},{"id":"W2031456643","doi":"10.2118/163789-ms","title":"Wetland Restoration Using Mangroves in Southern Louisiana","year":2013,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Wetland; Mangrove; Restoration ecology; Wildlife; Sustainability; Carbon sequestration; Habitat; Marsh; Environmental resource management; Recreation; Environmental science; Environmental protection; Geography; Environmental planning; Fishery; Ecology","score_opus":0.009072598528418827,"score_gpt":0.2011138420723096,"score_spread":0.19204124354389077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031456643","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":[0.9774019,0.0000035824698,0.0012653272,0.00009924975,0.000043612494,0.00015786914,0.0000013622467,0.00002134705,0.021005755],"genre_scores_gemma":[0.9965968,7.256817e-7,0.0010060426,0.000046910165,0.000015357533,0.000005416851,0.0000030905628,0.00000758266,0.002318042],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99944943,0.000019902574,0.0001290317,0.00014031562,0.00011066705,0.00015062335],"domain_scores_gemma":[0.9997886,0.000010261382,0.00002936987,0.00012787497,0.0000021353896,0.000041795523],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000082546045,0.00006458677,0.00006510629,0.000026103835,0.000032863205,0.000039172235,0.00007789249,0.000034820612,0.0035946746],"category_scores_gemma":[0.000006954638,0.00005342772,0.000014998499,0.00011365354,0.000019534222,0.00022870093,0.000083596926,0.000040086226,0.0027694402],"study_design_candidate":"observational","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":[0.0000045961174,0.000034670808,0.9693763,0.0000074274362,0.000002272909,0.0000042917163,0.00082897494,0.005533274,0.019059578,0.000059768532,0.000799227,0.0042895637],"study_design_scores_gemma":[0.00044937426,0.000035154288,0.38232908,0.000023877057,0.0000045132488,0.000013319466,0.0024612444,0.6113336,0.00014803236,0.0020225865,0.00084292627,0.00033628568],"about_ca_topic_score_codex":0.023458596,"about_ca_topic_score_gemma":0.04248455,"teacher_disagreement_score":0.60580033,"about_ca_system_score_codex":0.00012219834,"about_ca_system_score_gemma":0.0000025625375,"threshold_uncertainty_score":0.998007},"labels":[],"label_agreement":null},{"id":"W2032188388","doi":"10.1007/s11258-010-9723-z","title":"Responses of saltcedar (Tamarix chinensis) to water table depth and soil salinity in the Yellow River Delta, China","year":2010,"lang":"en","type":"article","venue":"Plant Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":79,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Salinity; Soil salinity; Water table; Environmental science; Plant ecology; Habitat; Tamarix; Hydrology (agriculture); Soil water; River delta; Delta; Ecology; Agronomy; Groundwater; Biology; Soil science; Geology","score_opus":0.005338556556460889,"score_gpt":0.20134534862656428,"score_spread":0.19600679207010338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032188388","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":[0.9973092,0.0000022113386,0.000016695072,0.0006159427,0.00019196451,0.00021279084,0.000112102396,0.0000102246495,0.0015288665],"genre_scores_gemma":[0.9992491,0.000006499612,0.00027506618,0.0002215329,0.00001795159,0.00001378097,0.00002734455,0.0000074734635,0.00018126165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901646,0.00012529822,0.00022426456,0.00022157781,0.00011311097,0.00029930152],"domain_scores_gemma":[0.9994313,0.00023150182,0.000046353067,0.00022448179,0.0000037413354,0.00006263272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007036923,0.00010782557,0.00019941122,0.000050800085,0.00007714132,0.000011324322,0.00022385034,0.00009684302,0.000349876],"category_scores_gemma":[0.00011570482,0.000065484026,0.000020526366,0.00009119154,0.00012650523,0.00006462668,0.00029865955,0.0002013806,0.00014196642],"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":[0.00015590491,0.000083238134,0.97227204,0.000011886205,0.0000060415277,0.000028385653,0.0019624322,0.0005409085,0.023650512,0.00003803155,0.00079284265,0.000457804],"study_design_scores_gemma":[0.00024981526,0.00012784668,0.99156916,0.0000035925643,0.000008219102,0.00008642537,0.000060317838,0.0031847213,0.0015979599,0.00034437573,0.0026616827,0.000105891544],"about_ca_topic_score_codex":0.0044742795,"about_ca_topic_score_gemma":0.35803145,"teacher_disagreement_score":0.35355717,"about_ca_system_score_codex":0.000025511552,"about_ca_system_score_gemma":0.000009351106,"threshold_uncertainty_score":0.6763802},"labels":[],"label_agreement":null},{"id":"W2032782847","doi":"10.1029/2000gb001346","title":"Carbon accumulation in bay of fundy salt marshes: Implications for restoration of reclaimed marshes","year":2001,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Salt marsh; Bay; Marsh; Environmental science; Hydrology (agriculture); Sediment; Blue carbon; Soil carbon; Vegetation (pathology); Carbon sequestration; Wetland; Total organic carbon; Oceanography; Soil water; Geology; Ecology; Soil science; Carbon dioxide; Geomorphology; Biology","score_opus":0.024864481004754933,"score_gpt":0.28205135711892626,"score_spread":0.25718687611417135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032782847","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":[0.996375,0.000040114486,0.00027069965,0.00032455754,0.000039100443,0.0003701908,0.00031776098,0.000020071144,0.0022424804],"genre_scores_gemma":[0.99846023,0.000022910739,0.0012086004,0.000013231261,0.0000169985,0.000030801042,0.00023323303,0.0000061329133,0.000007836033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998957,0.000030218507,0.0004186131,0.00024528636,0.00014759183,0.00020133094],"domain_scores_gemma":[0.9994211,0.000089885405,0.00016721917,0.00024241467,0.000022116204,0.000057236262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017744956,0.00011005451,0.00019271331,0.00003243261,0.000024949464,0.00000723102,0.00017383619,0.0001215325,0.00003589059],"category_scores_gemma":[0.00012303065,0.0001098735,0.000066034816,0.00040915786,0.00008609332,0.00009848082,0.00010470949,0.0000386946,0.000004975722],"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":[0.000098412915,0.000102178325,0.88392836,0.000026021004,0.0000050592803,2.0037766e-7,0.000023724377,0.00035055008,0.11199147,0.0002665171,0.000091141286,0.0031163718],"study_design_scores_gemma":[0.00062248856,0.000089014466,0.9358827,0.000061989915,0.000026186437,0.0000075279772,0.00007111336,0.0092297215,0.024119793,0.028998708,0.0006584247,0.00023235823],"about_ca_topic_score_codex":0.001698339,"about_ca_topic_score_gemma":0.006121666,"teacher_disagreement_score":0.087871686,"about_ca_system_score_codex":0.00027469866,"about_ca_system_score_gemma":0.000012682317,"threshold_uncertainty_score":0.44805115},"labels":[],"label_agreement":null},{"id":"W2033370438","doi":"10.1016/j.csr.2004.05.009","title":"Floc fraction in the waters of the Po River prodelta","year":2004,"lang":"en","type":"article","venue":"Continental Shelf Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada; Dalhousie University","funders":"Office of Naval Research; Centre National de la Recherche Scientifique; Consiglio Nazionale delle Ricerche","keywords":"Settling; Sediment; Geology; Suspension (topology); Hydrography; River mouth; Fraction (chemistry); Seabed; Deposition (geology); Flocculation; Sediment transport; Soil science; Mineralogy; Environmental science; Hydrology (agriculture); Geomorphology; Oceanography; Geotechnical engineering; Chemistry; Environmental engineering","score_opus":0.02171249863470616,"score_gpt":0.2818170269075975,"score_spread":0.2601045282728914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033370438","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":[0.9884591,0.000010931261,0.00004884878,0.0021446391,0.00007863246,0.0005591983,0.000006601659,0.0000071826435,0.008684858],"genre_scores_gemma":[0.99918824,0.000007665868,0.00002965267,0.000029813362,0.000023176239,0.000030676434,0.0000043239534,0.000008120937,0.0006783416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832296,0.00018799462,0.00018422358,0.00020837186,0.000760258,0.00033618437],"domain_scores_gemma":[0.99948806,0.000064272426,0.00003790857,0.000359536,0.000014308426,0.00003594113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011873778,0.000077853416,0.000092329414,0.000041913267,0.00016323455,0.000031715856,0.0005954498,0.000046779034,0.00025527153],"category_scores_gemma":[0.00007289835,0.000042049298,0.000057033005,0.0005134814,0.00033419728,0.00015459927,0.000497035,0.00032994567,0.0002573399],"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":[0.00014212239,0.0005124942,0.9418816,0.000053646647,0.000013659452,0.000020746002,0.004906651,0.0035484722,0.039239198,0.00039247176,0.002417642,0.0068713073],"study_design_scores_gemma":[0.00081753294,0.000091433016,0.98352796,0.000065781656,0.000004118881,0.000022981221,0.0014337824,0.0014546805,0.004664932,0.0016775377,0.0061219996,0.00011724253],"about_ca_topic_score_codex":0.007234037,"about_ca_topic_score_gemma":0.00428,"teacher_disagreement_score":0.041646387,"about_ca_system_score_codex":0.0002924537,"about_ca_system_score_gemma":0.000015624362,"threshold_uncertainty_score":0.9993769},"labels":[],"label_agreement":null},{"id":"W2033407015","doi":"10.1007/s13157-012-0336-2","title":"Implications of Coastal Wetland Management to Nonbreeding Waterbirds in Texas","year":2012,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ducks Unlimited Canada","funders":"Texas Parks and Wildlife Department","keywords":"Marsh; Wetland; Salt marsh; Brackish marsh; Habitat; Ecology; Environmental science; Invertebrate; Biomass (ecology); Landscape ecology; Waterfowl; Biology","score_opus":0.010166893490976962,"score_gpt":0.22907774891278715,"score_spread":0.21891085542181019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033407015","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":[0.90148973,0.0000037775226,0.0010867241,0.0002302849,0.00012485817,0.00025404012,0.000026037242,0.000024308914,0.09676026],"genre_scores_gemma":[0.9979617,0.0000063596726,0.00091042387,0.000050988612,0.000041674146,0.000029136056,0.000020375126,0.00001521428,0.0009641526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892485,0.000017940563,0.00027154226,0.00019010642,0.00018975833,0.00040579145],"domain_scores_gemma":[0.99949723,0.000021628197,0.000051586612,0.00026435842,0.0000044869366,0.0001607166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031666525,0.00011973406,0.00015942207,0.000097324635,0.0000402005,0.000013623504,0.00021820754,0.000042681768,0.0004992959],"category_scores_gemma":[0.000006703089,0.00010505897,0.0000381629,0.0003583305,0.000027459322,0.00016175715,0.00043794376,0.00006258611,0.00048197724],"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":[0.000014248384,0.00008556366,0.9914505,0.000018014645,0.0000065836075,0.0000012705354,0.0003241121,0.00034657167,0.0023754481,0.00032534107,0.0007872217,0.0042651226],"study_design_scores_gemma":[0.00031188098,0.000039864753,0.99090946,0.000025872865,0.000009054208,0.000008755618,0.00011205463,0.00038284747,0.00035330406,0.000108260196,0.0075936173,0.00014502332],"about_ca_topic_score_codex":0.00047615415,"about_ca_topic_score_gemma":0.0055339765,"teacher_disagreement_score":0.096471965,"about_ca_system_score_codex":0.000105715124,"about_ca_system_score_gemma":0.0000022793117,"threshold_uncertainty_score":0.6195003},"labels":[],"label_agreement":null},{"id":"W2035896093","doi":"10.1007/s13131-015-0605-z","title":"Intratidal and neap-spring variations of suspended sediment concentrations and sediment transport processes in the North Branch of the Changjiang Estuary","year":2015,"lang":"en","type":"article","venue":"Acta Oceanologica Sinica","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Geological Survey of Canada","funders":"Fisheries and Oceans Canada","keywords":"Estuary; Settling; Sediment; Oceanography; Current (fluid); Tidal range; Spring (device); Environmental science; Sediment transport; Sedimentation; Hydrology (agriculture); Geology; Geomorphology; Geotechnical engineering","score_opus":0.01829216572265694,"score_gpt":0.21543747272764494,"score_spread":0.197145307004988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035896093","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":[0.9969035,0.00007817485,0.000069907815,0.0013203223,0.0000459414,0.00043633752,0.000021746886,0.000009055502,0.0011150435],"genre_scores_gemma":[0.9996804,0.000048513277,0.00015347064,0.00006872002,0.000009555727,0.000013623215,0.0000061677656,0.0000042259235,0.000015334334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990658,0.00007261648,0.00030418407,0.00019228291,0.00020633698,0.00015873802],"domain_scores_gemma":[0.9994138,0.0001525789,0.00015277129,0.00021835392,0.00001540693,0.000047103065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029366862,0.000102011254,0.00015990957,0.000016143338,0.000092491005,0.000014218629,0.00023537687,0.000051206953,0.000031955165],"category_scores_gemma":[0.00009696305,0.0000599639,0.000021313312,0.0002842826,0.00028757242,0.00012791523,0.000111363355,0.00010271843,8.6435705e-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":[0.000016469718,0.00012515718,0.9932363,0.000031332947,0.000012237393,0.0000014942732,0.0049039256,0.00027722862,0.00066465826,0.000354407,0.000033900706,0.00034288637],"study_design_scores_gemma":[0.00042692007,0.0001350206,0.9967468,0.000026248372,0.000027079008,0.000008811291,0.00060432474,0.00085913786,0.00031492478,0.0004436843,0.00032342694,0.00008363522],"about_ca_topic_score_codex":0.00018881526,"about_ca_topic_score_gemma":0.0035266175,"teacher_disagreement_score":0.0042996006,"about_ca_system_score_codex":0.000029071878,"about_ca_system_score_gemma":0.000058863236,"threshold_uncertainty_score":0.24452569},"labels":[],"label_agreement":null},{"id":"W2037094396","doi":"10.1016/j.jembe.2011.12.003","title":"An outbreak of sea urchin disease associated with a recent hurricane: Support for the “killer storm hypothesis” on a local scale","year":2012,"lang":"en","type":"article","venue":"Journal of Experimental Marine Biology and Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Outbreak; Strongylocentrotus droebachiensis; Storm; Bay; Kelp; Oceanography; Nova scotia; Environmental science; Biology; Sea urchin; Ecology; Geology","score_opus":0.009979088374917832,"score_gpt":0.2487066059239364,"score_spread":0.23872751754901855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037094396","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":[0.9985944,0.000058449066,0.00007610874,0.00022093301,0.00032275738,0.00022424037,0.000024799614,0.0000044671465,0.00047383792],"genre_scores_gemma":[0.9993166,0.00003953524,0.00019541394,0.00025232902,0.000064823405,0.00002083988,0.000014372053,0.000011262052,0.00008487406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906325,0.00011880181,0.00029775925,0.00013511535,0.00009164582,0.00029341076],"domain_scores_gemma":[0.99902946,0.00031238975,0.00030392615,0.00012741011,0.00001700734,0.00020983696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004795397,0.0001331579,0.000278404,0.000037922135,0.0001110545,0.0000049384557,0.00016548367,0.000083478466,0.0007815795],"category_scores_gemma":[0.00006899677,0.000077495984,0.000061272425,0.000058330552,0.00032977524,0.00010405355,0.0001450786,0.000116362105,0.0000054742154],"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":[0.0014500094,0.0009200732,0.98897076,0.0000036985844,0.0000761878,0.0000047336025,0.00022797027,0.000062328974,0.0014728336,0.00005615561,0.00027202273,0.0064832103],"study_design_scores_gemma":[0.0012420291,0.00461819,0.99012715,0.0000070864103,0.000061684535,0.00009970557,0.0005523098,0.00069294136,0.00058763823,0.00009552158,0.0017928262,0.0001228919],"about_ca_topic_score_codex":0.000084441475,"about_ca_topic_score_gemma":0.0011902017,"teacher_disagreement_score":0.0063603185,"about_ca_system_score_codex":0.00020647554,"about_ca_system_score_gemma":0.00002411293,"threshold_uncertainty_score":0.85577476},"labels":[],"label_agreement":null},{"id":"W2037979929","doi":"10.1890/es13-00323.1","title":"Effect of habitat complexity attributes on species richness","year":2014,"lang":"en","type":"article","venue":"Ecosphere","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":142,"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 Windsor","funders":"National Center for Atmospheric Research","keywords":"Species richness; Macrophyte; Habitat; Ecology; Structural complexity; Biodiversity; Biomass (ecology); Wetland; Habitat destruction; Biology","score_opus":0.008539914488348153,"score_gpt":0.20834111774065878,"score_spread":0.19980120325231063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037979929","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":[0.84189314,0.0000065044205,0.00042563488,0.00006820442,0.00015040804,0.00013874426,0.000022775279,0.000036301288,0.15725827],"genre_scores_gemma":[0.99801624,0.0000018870288,0.00020044712,0.000025274872,0.000037123355,0.000006651587,0.000013413493,0.000012525418,0.0016864216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905497,0.00011841668,0.00017357357,0.00021717945,0.00022170652,0.00021415454],"domain_scores_gemma":[0.9992572,0.0002828508,0.00008505291,0.00030353738,0.0000047961485,0.00006655297],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038816422,0.00013908502,0.00024629323,0.0000072478474,0.000075515316,0.000015641992,0.00022349165,0.000047057467,0.0044780606],"category_scores_gemma":[0.00009113796,0.00010864091,0.00007456687,0.00013074027,0.000109619905,0.00007176663,0.00017867473,0.00007908101,0.002896813],"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":[0.00017262895,0.0001638926,0.91074723,0.00025048622,0.000026246767,0.000005032462,0.00010224223,0.0057714013,0.0019121143,0.0017921361,0.05976371,0.019292865],"study_design_scores_gemma":[0.0008476049,0.0014077619,0.9549247,0.000068772686,0.000023997594,0.0000061478167,0.000026929876,0.018603293,0.007455854,0.001153964,0.015143971,0.00033698772],"about_ca_topic_score_codex":0.00008885734,"about_ca_topic_score_gemma":0.002367644,"teacher_disagreement_score":0.1561231,"about_ca_system_score_codex":0.00008998739,"about_ca_system_score_gemma":0.0000017632381,"threshold_uncertainty_score":0.99787956},"labels":[],"label_agreement":null},{"id":"W2038126481","doi":"10.1007/s11273-005-6237-x","title":"Assessing fine beam RADARSAT-1 backscatter from a white mangrove (Laguncularia racemosa (Gaertner)) canopy","year":2006,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge; Nipissing University","funders":"","keywords":"Mangrove; Canopy; Backscatter (email); Remote sensing; Environmental science; Geography; Forestry; Agroforestry; Geology; Ecology; Biology; Archaeology","score_opus":0.004394075510126555,"score_gpt":0.19986825739778863,"score_spread":0.19547418188766208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038126481","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":[0.94415694,0.000040306513,0.0033374988,0.0014314422,0.00042302368,0.0004418136,0.000024604871,0.00007468906,0.05006965],"genre_scores_gemma":[0.9873582,0.000030716474,0.0028476056,0.0005775026,0.00010468603,0.000031823532,0.00023684332,0.000024500767,0.008788084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983501,0.00006750932,0.00032432156,0.00058412086,0.00019881959,0.00047516276],"domain_scores_gemma":[0.99937844,0.000055127424,0.00012331184,0.00034421205,0.0000055685696,0.000093357914],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027080244,0.0002547339,0.00028652398,0.00006531048,0.00024331054,0.00012661132,0.00020384417,0.00013821572,0.001782162],"category_scores_gemma":[0.0000036508968,0.00023312011,0.00006200139,0.00014344981,0.000105360305,0.00026816892,0.0006162553,0.00013412505,0.00034942865],"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":[0.0000403209,0.00013111175,0.97374576,0.0000373052,0.00009805927,0.0001655443,0.00007506839,0.00085748424,0.00043436632,0.00033261356,0.020126527,0.003955825],"study_design_scores_gemma":[0.0012099311,0.00005222318,0.94918704,0.000018985069,0.00012624156,0.00001674596,0.0001062586,0.0034466283,0.00005454712,0.0012015491,0.04425877,0.00032108155],"about_ca_topic_score_codex":0.0014929821,"about_ca_topic_score_gemma":0.034133594,"teacher_disagreement_score":0.043201268,"about_ca_system_score_codex":0.0001679009,"about_ca_system_score_gemma":0.0000055363535,"threshold_uncertainty_score":0.99913037},"labels":[],"label_agreement":null},{"id":"W2038604932","doi":"10.4067/s0717-92002013000200003","title":"Livelihood responses to mangrove deforestation in the northern provinces of Ecuador","year":2013,"lang":"en","type":"article","venue":"Bosque (Valdivia)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"JDSU (Canada)","funders":"U.S. Geological Survey; University of West Florida; Nature Conservancy; University of Southern Mississippi","keywords":"Mangrove; Geography; Livelihood; Deforestation (computer science); Humanities; Forestry; Environmental protection; Biology; Ecology; Art; Archaeology; Agriculture","score_opus":0.00759493151177174,"score_gpt":0.2117234732276346,"score_spread":0.20412854171586287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038604932","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":[0.9943592,0.000008958679,0.0002108522,0.000778407,0.000044079574,0.0007785303,0.000017565791,0.000017044127,0.0037853885],"genre_scores_gemma":[0.99892217,0.0000027242643,0.00040959532,0.00015334581,0.000016943899,0.00012117948,0.000005507941,0.000011654756,0.00035686852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889386,0.00012843721,0.00023832591,0.00021186893,0.00030424108,0.0002232694],"domain_scores_gemma":[0.999431,0.0001446606,0.000088749824,0.00027085075,0.00001264777,0.00005206781],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037550376,0.00010772314,0.00011951155,0.000050271577,0.000049581,0.000036084573,0.00034066898,0.000041069037,0.00022150099],"category_scores_gemma":[0.00012662832,0.00007607196,0.000039320264,0.00023906564,0.000047042173,0.00019948228,0.00015691413,0.00007189502,0.00087556645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065586544,0.00016799827,0.9540665,0.000041419466,0.000007801415,0.000014693115,0.005216309,0.0024390116,0.0031113059,0.00007448603,0.0009323138,0.033862542],"study_design_scores_gemma":[0.00015114511,0.0001567626,0.99397945,0.000022311078,0.000005878336,0.000006686852,0.0012995019,0.0027026497,0.00027152238,0.00088528317,0.00039589993,0.000122926],"about_ca_topic_score_codex":0.009179169,"about_ca_topic_score_gemma":0.08814477,"teacher_disagreement_score":0.078965604,"about_ca_system_score_codex":0.000114025504,"about_ca_system_score_gemma":0.000017259174,"threshold_uncertainty_score":0.99990237},"labels":[],"label_agreement":null},{"id":"W2038733515","doi":"10.1139/b03-086","title":"Germination response of dimorphic seeds of two halophyte species to environmentally controlled and natural conditions","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":54,"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":"Germination; Halophyte; Biology; Dormancy; Seed dormancy; Botany; Atriplex; Salinity; Ecology","score_opus":0.004731255264168374,"score_gpt":0.19722265555744964,"score_spread":0.19249140029328127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038733515","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":[0.9978885,0.00012232552,0.00011652727,0.00022244456,0.00017117,0.00017112635,0.000065590335,0.0000010807015,0.0012412369],"genre_scores_gemma":[0.9988065,0.0000074445315,0.00036616618,0.000053097385,0.00001285645,0.000001745925,8.418995e-7,0.00000831859,0.0007430588],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989836,0.00012607641,0.00041857723,0.00009252583,0.00020217587,0.00017700266],"domain_scores_gemma":[0.999133,0.00011736232,0.00028105467,0.000113578164,0.000021790906,0.0003332416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005716096,0.0000955174,0.00028263972,0.00015261467,0.000073453455,0.000015502728,0.00011312028,0.000031945827,0.0007085396],"category_scores_gemma":[0.00021042314,0.000088123685,0.00007566425,0.00015223777,0.00016725558,0.0001476848,0.000016886535,0.00009229085,0.000008380115],"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":[0.0009167004,0.00007644825,0.40696552,0.000026469024,0.00012421413,0.00024094732,0.0018008277,0.0035118621,0.5836118,0.0013278642,0.0007483947,0.0006489636],"study_design_scores_gemma":[0.0029816541,0.00038230114,0.98939395,0.00008387881,0.000059334612,0.00037338817,0.00047326318,0.00054939254,0.0030481531,0.0005032247,0.0019721817,0.0001792856],"about_ca_topic_score_codex":0.0005527678,"about_ca_topic_score_gemma":0.02649437,"teacher_disagreement_score":0.5824284,"about_ca_system_score_codex":0.00028473762,"about_ca_system_score_gemma":0.00010151206,"threshold_uncertainty_score":0.9912696},"labels":[],"label_agreement":null},{"id":"W2040117359","doi":"10.1002/ece3.940","title":"Timing is everything: priority effects alter community invasibility after disturbance","year":2014,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Parks Canada; Churchill Northern Studies Centre; Association of Canadian Universities for Northern Studies","keywords":"Disturbance (geology); Ecology; Species richness; Mesocosm; Biological dispersal; Defaunation; Biology; Abundance (ecology); Climate change; Ecosystem; Environmental science; Population","score_opus":0.0062444201689212065,"score_gpt":0.20616863396451948,"score_spread":0.19992421379559827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040117359","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":[0.99598914,0.00001924804,0.002047344,0.00015182706,0.00024456228,0.00016879935,0.0000033596687,0.00003143859,0.0013442545],"genre_scores_gemma":[0.9992145,0.000002822677,0.00022271309,0.00029628194,0.000027724398,0.00002001687,0.0000046626633,0.0000049614337,0.00020635614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903005,0.00034545502,0.00013154131,0.00020636395,0.000074924945,0.00021168996],"domain_scores_gemma":[0.99941206,0.00020366948,0.000052239466,0.00026300922,0.0000051238417,0.00006388434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070500106,0.000098905446,0.00013616766,0.000014115554,0.0003288793,0.000012888417,0.00009635375,0.00011280924,0.00012917073],"category_scores_gemma":[0.00013479489,0.000091761955,0.000028631654,0.00006073594,0.00014670056,0.00019196226,0.00030821125,0.00024390453,0.00020953784],"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":[0.000027953763,0.000051204945,0.99811924,0.000047833222,0.0000038675685,7.8336785e-7,0.00050516677,0.000030972395,0.00023780698,0.000046406607,0.0002591731,0.00066961284],"study_design_scores_gemma":[0.00020880738,0.00009266851,0.98333186,0.000011151768,0.000011236195,0.00000808724,0.000017530505,0.011682348,0.000037741935,0.004148689,0.00034764537,0.00010223068],"about_ca_topic_score_codex":0.00077404256,"about_ca_topic_score_gemma":0.009097935,"teacher_disagreement_score":0.014787355,"about_ca_system_score_codex":0.00024021421,"about_ca_system_score_gemma":0.000004541893,"threshold_uncertainty_score":0.50768614},"labels":[],"label_agreement":null},{"id":"W2040604250","doi":"10.1016/j.proenv.2010.10.121","title":"Integration of water replenishment and pollutant reduction to achieve ecological restoration goals based on sustainability of the lacustrine wetlands","year":2010,"lang":"en","type":"article","venue":"Procedia Environmental Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Calgary","funders":"","keywords":"Wetland; Sustainability; Pollutant; Environmental science; Restoration ecology; Ecology; Environmental resource management; Environmental engineering; Environmental planning; Water resource management; Biology","score_opus":0.005606827703407141,"score_gpt":0.21459525243150826,"score_spread":0.2089884247281011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040604250","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":[0.9970335,9.0995655e-7,0.00009179234,0.0016397053,0.0001391444,0.0005484922,0.000019939556,0.000008298648,0.0005182631],"genre_scores_gemma":[0.9993729,0.000002968956,0.00046349774,0.000035916968,0.000017812674,0.000029414627,0.0000051106294,0.0000038307517,0.00006857231],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986942,0.000056406046,0.00027427715,0.00034335768,0.00044131101,0.0001904914],"domain_scores_gemma":[0.9995696,0.00003542173,0.00011664121,0.00020227351,0.000004707125,0.000071388786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007820992,0.00011308129,0.00012460953,0.000038459017,0.00017634426,0.000018167968,0.00021305904,0.00006092792,0.00025992864],"category_scores_gemma":[0.00010370196,0.0000612086,0.000036605474,0.00017431557,0.0005846668,0.0001594756,0.00024256317,0.00011287451,0.000007695765],"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":[0.00011742424,0.00026497207,0.27852762,0.00001594325,0.0000017189986,2.7876814e-7,0.0005876683,0.0052372566,0.7091263,0.00008723246,0.00002919573,0.0060043857],"study_design_scores_gemma":[0.00026253733,0.0012314653,0.8238244,0.000015341868,0.000012588742,0.000009176616,0.00088498683,0.015939675,0.1562657,0.0011537545,0.0002345932,0.00016577386],"about_ca_topic_score_codex":0.00012864688,"about_ca_topic_score_gemma":0.00057663873,"teacher_disagreement_score":0.5528606,"about_ca_system_score_codex":0.00018953098,"about_ca_system_score_gemma":0.000015222863,"threshold_uncertainty_score":0.28460363},"labels":[],"label_agreement":null},{"id":"W2040855503","doi":"10.1007/s11368-010-0291-6","title":"Dynamic interactions between cohesive sediment tracers and natural mud","year":2010,"lang":"en","type":"article","venue":"Journal of Soils and Sediments","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Natural Environment Research Council; Foundation for Canadian Studies in the United Kingdom; National Water Research Institute","keywords":"TRACER; Settling; Sediment; Geology; Sedimentation; Particle (ecology); Mineralogy; Porosity; Flux (metallurgy); Soil science; Environmental science; Geotechnical engineering; Materials science; Geomorphology; Environmental engineering; Oceanography","score_opus":0.0044771874868954524,"score_gpt":0.2304057533159846,"score_spread":0.22592856582908913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040855503","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":[0.9983554,0.00005472405,0.000056472145,0.00035902165,0.0006653395,0.00008035561,0.0000092182645,0.0000045634747,0.0004149206],"genre_scores_gemma":[0.99876714,0.000046303747,0.0007729427,0.000058980706,0.00006004759,9.857827e-7,0.0000024203073,0.0000078680905,0.000283334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991876,0.000018881505,0.00028143622,0.00012095092,0.00023246807,0.00015868156],"domain_scores_gemma":[0.9994685,0.00005965465,0.00021397432,0.000072288785,0.000013619815,0.00017195556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022351347,0.00010742255,0.00017690186,0.000048278194,0.000106512554,0.000048511978,0.00009022209,0.000043131033,0.0001519926],"category_scores_gemma":[0.000015781128,0.00008317531,0.00004639428,0.000055034703,0.0000728754,0.00033691444,0.00010493453,0.00034701588,0.000014064676],"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":[0.000119206314,0.00018101337,0.83200455,0.000046537396,0.0002578173,0.00007096946,0.0019267617,0.00017006222,0.08402926,0.000021207341,0.0011630737,0.080009535],"study_design_scores_gemma":[0.0015008124,0.0002881197,0.979216,0.00007191209,0.00012443896,0.00046363563,0.00061482604,0.011211387,0.0006088,0.00045944008,0.0051742387,0.00026643663],"about_ca_topic_score_codex":0.000076819684,"about_ca_topic_score_gemma":0.00033434446,"teacher_disagreement_score":0.14721139,"about_ca_system_score_codex":0.000074658084,"about_ca_system_score_gemma":0.00000837615,"threshold_uncertainty_score":0.33917907},"labels":[],"label_agreement":null},{"id":"W2042349702","doi":"10.2112/06-0660.1","title":"The Use of Multipolarized Spaceborne SAR Backscatter for Monitoring the Health of a Degraded Mangrove Forest","year":2008,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":36,"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 Lethbridge; Western University; Nipissing University","funders":"","keywords":"Mangrove; Synthetic aperture radar; Remote sensing; Backscatter (email); Environmental science; Diameter at breast height; Basal area; Leaf area index; Crown (dentistry); Forestry; Geology; Geography; Ecology; Biology; Materials science","score_opus":0.15750815280490227,"score_gpt":0.356813732164858,"score_spread":0.19930557935995574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042349702","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":[0.9947305,0.0001396104,0.0019585672,0.0022089928,0.00018503117,0.00065183395,0.000036204878,0.000002484243,0.00008679716],"genre_scores_gemma":[0.9958452,0.00035590207,0.002959104,0.000012179457,0.00009626262,0.0000074014715,0.000001089801,0.000018902392,0.0007039497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971812,0.00033423657,0.0006699642,0.00012356228,0.0012067993,0.00048428905],"domain_scores_gemma":[0.99677175,0.0020432558,0.00050682505,0.0003292286,0.00019356252,0.00015534888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030422609,0.00010777462,0.00029246704,0.00008682709,0.00042737383,0.000042211454,0.000559823,0.00004823321,0.00001980411],"category_scores_gemma":[0.0007450048,0.000058188903,0.00019543398,0.00031994554,0.0004830858,0.0002409939,0.00040182544,0.00042816406,0.000007557871],"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":[0.004317266,0.00051932334,0.90773934,0.00025700047,0.00021625687,0.000044877506,0.0039651,0.003476061,0.030902596,0.0001837347,0.015144917,0.033233523],"study_design_scores_gemma":[0.0051409286,0.003830888,0.9095307,0.0005458761,0.000026424834,0.0005311646,0.0038012946,0.019853162,0.0071791625,0.0010799386,0.04815506,0.0003253856],"about_ca_topic_score_codex":0.0016958292,"about_ca_topic_score_gemma":0.0038757126,"teacher_disagreement_score":0.03301014,"about_ca_system_score_codex":0.00017477835,"about_ca_system_score_gemma":0.00013172491,"threshold_uncertainty_score":0.3287057},"labels":[],"label_agreement":null},{"id":"W2043000716","doi":"10.1111/j.1365-3091.2006.00773.x","title":"Sedimentology and stratigraphy of a transgressive, muddy gravel beach: Waterside Beach, Bay of Fundy, Canada","year":2006,"lang":"en","type":"article","venue":"Sedimentology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; University of Alberta","funders":"","keywords":"Geology; Intertidal zone; Sedimentary depositional environment; Transgressive; Geomorphology; Sedimentary structures; Sedimentology; Sedimentary rock; Deposition (geology); Tidal range; Sediment; Paleontology; Oceanography; Estuary; Structural basin","score_opus":0.0034641890480441697,"score_gpt":0.17410395137189,"score_spread":0.17063976232384584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043000716","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":[0.9917762,0.00023999158,0.00031221338,0.00044143843,0.00021917862,0.00026184798,0.00011929111,0.000013233971,0.0066165533],"genre_scores_gemma":[0.99907,0.00000609065,0.00038692835,0.00007522659,0.00001601274,0.000011424392,0.00009061565,0.000012372211,0.00033136108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983091,0.00009815449,0.00052026106,0.0003643222,0.0002770516,0.00043115063],"domain_scores_gemma":[0.99930525,0.00008712528,0.0002413428,0.0002489419,0.000014522913,0.00010283477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001500065,0.00020837155,0.00044283867,0.00008485791,0.000060554004,0.000004857801,0.0002124598,0.00012519231,0.00038070237],"category_scores_gemma":[0.0000059156027,0.0001907966,0.000064424734,0.00017991904,0.00036417026,0.0000736731,0.00009720505,0.000113174385,0.0000023070854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097304735,0.00017966305,0.96500224,0.00010095754,0.000091686474,0.000048947448,0.0004011674,0.00041183707,0.02674609,0.0012839523,0.004810409,0.00082574465],"study_design_scores_gemma":[0.0051677036,0.00131991,0.9305862,0.00008870769,0.0003375997,0.0004754399,0.0014980051,0.0046650004,0.03617114,0.0068182307,0.011753568,0.0011184535],"about_ca_topic_score_codex":0.45296183,"about_ca_topic_score_gemma":0.9008749,"teacher_disagreement_score":0.44791308,"about_ca_system_score_codex":0.00008084534,"about_ca_system_score_gemma":0.000051597526,"threshold_uncertainty_score":0.778046},"labels":[],"label_agreement":null},{"id":"W2043223604","doi":"10.2980/1195-6860(2007)14[146:nnadop]2.0.co;2","title":"Neutrality, niches, and determinants of plankton metacommunity structure across boreal wetland ponds","year":2007,"lang":"en","type":"article","venue":"Ecoscience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":104,"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":"Rural Development Administration","keywords":"Zooplankton; Phytoplankton; Ecology; Plankton; Community structure; Metacommunity; Environmental science; Spatial ecology; Biology; Biological dispersal; Nutrient","score_opus":0.010938428051992945,"score_gpt":0.26861097416377805,"score_spread":0.2576725461117851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043223604","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":[0.9974326,0.000018495337,0.00015184235,0.000021754799,0.00014758538,0.000119764394,0.00017622215,0.000019309287,0.0019124292],"genre_scores_gemma":[0.9994032,0.0000122619795,0.00040601302,0.000042355612,0.000013262347,9.4411547e-7,0.000006246881,0.000007268803,0.00010849364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985917,0.00004310131,0.00030011986,0.00029849602,0.00031293367,0.00045363256],"domain_scores_gemma":[0.99920815,0.0001018722,0.0001450766,0.00037258375,0.000008208854,0.0001641131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010750513,0.00014474595,0.00021328212,0.000029436622,0.00024495978,0.000043514905,0.0004901156,0.00007799601,0.00009502748],"category_scores_gemma":[0.000051568568,0.00012068629,0.000033576467,0.0003065214,0.00039066994,0.00032087724,0.000694647,0.00015610954,0.0000093680355],"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":[0.000021081589,0.00002483112,0.977938,0.00001998319,0.0000018648848,0.000008866952,0.0007402642,0.000042080566,0.014235277,0.000019619936,0.00004330983,0.006904842],"study_design_scores_gemma":[0.00019137627,0.0000780368,0.9872947,0.000011737195,0.000005705948,0.00006817872,0.00019003781,0.0031245162,0.008087668,0.00036085388,0.0004362925,0.00015095154],"about_ca_topic_score_codex":0.0024697932,"about_ca_topic_score_gemma":0.110232554,"teacher_disagreement_score":0.10776276,"about_ca_system_score_codex":0.00006733435,"about_ca_system_score_gemma":0.00001016399,"threshold_uncertainty_score":0.90600336},"labels":[],"label_agreement":null},{"id":"W2043323219","doi":"10.1016/j.ecss.2012.02.014","title":"Sediment transport in a cold climate salt marsh (St. Lawrence Estuary, Canada), the importance of vegetation and waves","year":2012,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Salt marsh; Marsh; Sediment; Vegetation (pathology); Sedimentation; Estuary; Hydrology (agriculture); Sediment transport; Oceanography; Deposition (geology); Geology; Environmental science; Sedimentology; Geomorphology; Wetland; Ecology","score_opus":0.005445920287633466,"score_gpt":0.1952283914680264,"score_spread":0.18978247118039293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043323219","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":[0.9970274,0.000111553454,0.000039978073,0.00023291056,0.000120735436,0.00024185442,0.000013317004,0.00000884411,0.0022033874],"genre_scores_gemma":[0.9994934,0.00008596838,0.00022195153,0.000092944356,0.000012945827,0.00001336748,0.0000033748265,0.0000058387795,0.000070172864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838436,0.000022300726,0.00030149377,0.00030530157,0.0005157767,0.0004707717],"domain_scores_gemma":[0.9994595,0.000058328114,0.00010768459,0.0001903959,0.000012435967,0.00017164112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009096069,0.00014203087,0.00016927865,0.000035986584,0.00020369129,0.000022626424,0.00023272296,0.000023839231,0.00003334481],"category_scores_gemma":[0.000023180932,0.00010233606,0.000015390564,0.00044418397,0.00062707433,0.00048428308,0.00037614835,0.00010115753,0.0000023025177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009410756,0.00003990164,0.9941216,0.000034952274,0.0000013371761,0.0000047343365,0.000552821,0.00014218713,0.003189886,0.00058474473,0.000014665164,0.00130375],"study_design_scores_gemma":[0.00019752202,0.000054495442,0.9936383,0.00003166346,0.000006658619,0.00002198433,0.0002850951,0.004626786,0.0005546147,0.00007883989,0.00036917918,0.00013487124],"about_ca_topic_score_codex":0.11431023,"about_ca_topic_score_gemma":0.7745715,"teacher_disagreement_score":0.6602613,"about_ca_system_score_codex":0.00009007871,"about_ca_system_score_gemma":0.00007799866,"threshold_uncertainty_score":0.8915877},"labels":[],"label_agreement":null},{"id":"W2045595485","doi":"10.1007/s11273-010-9206-y","title":"Salt marsh stabilization affects algal primary producers at the marsh edge","year":2011,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":12,"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 British Columbia; University of British Columbia Hospital","funders":"","keywords":"Marsh; Salt marsh; Wetland; Benthic zone; Spartina alterniflora; Spartina; Environmental science; Ecology; Abundance (ecology); Brackish marsh; Ecosystem; Oceanography; Biology; Geology","score_opus":0.007951523678391621,"score_gpt":0.18522059572913221,"score_spread":0.1772690720507406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045595485","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":[0.88989663,0.000029171259,0.0002395238,0.0003720662,0.00041664147,0.0009179332,0.0000066944026,0.00005605577,0.108065285],"genre_scores_gemma":[0.99052256,0.00022804225,0.00024254493,0.00047859404,0.00002782798,0.00012307723,0.00004927221,0.000016087937,0.008311988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988664,0.00009419137,0.00015941428,0.0004065449,0.00014193133,0.0003315383],"domain_scores_gemma":[0.99947673,0.000039059476,0.00008182749,0.0003273989,0.0000039926194,0.000070979324],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044954196,0.00015541622,0.0001465327,0.00003728135,0.0002736316,0.00001698,0.00019605883,0.00007267838,0.0016693178],"category_scores_gemma":[0.00000874303,0.0001128709,0.00003413811,0.0001264482,0.00015768941,0.000107233536,0.0009397955,0.000077484714,0.000304777],"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":[0.00014416836,0.00014418249,0.9624898,0.00016830122,0.00007380874,0.000040991814,0.00062520657,0.00009019243,0.00015057754,0.0013105739,0.020008827,0.014753359],"study_design_scores_gemma":[0.0004845303,0.00014064826,0.97779423,0.000007907822,0.000055461278,0.000018392395,0.000087357555,0.0004173894,0.000065196175,0.00046805522,0.020293329,0.00016749362],"about_ca_topic_score_codex":0.00006104492,"about_ca_topic_score_gemma":0.009866049,"teacher_disagreement_score":0.10062593,"about_ca_system_score_codex":0.0002260464,"about_ca_system_score_gemma":0.000004391806,"threshold_uncertainty_score":0.9992433},"labels":[],"label_agreement":null},{"id":"W2046380226","doi":"10.1007/s11258-006-9232-2","title":"Competition between Lythrum salicaria and a rare species: combining evidence from experiments and long-term monitoring","year":2006,"lang":"en","type":"article","venue":"Plant Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Invasive species; Ecology; Competition (biology); Plant ecology; Introduced species; Threatened species; Abundance (ecology); Habitat","score_opus":0.02145811640154669,"score_gpt":0.2323955648255065,"score_spread":0.2109374484239598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046380226","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":[0.9987268,0.000108434935,0.00016652931,0.00007792217,0.00020890054,0.00015517189,0.0000949751,0.000032847704,0.00042841322],"genre_scores_gemma":[0.9993887,0.000064315675,0.00021975592,0.000010836504,0.00011165849,0.000013477446,0.00010078696,0.000008829916,0.0000816713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910355,0.000051116418,0.00019254342,0.0003081261,0.00011024119,0.00023441676],"domain_scores_gemma":[0.99945134,0.00028182915,0.00007872367,0.000116823314,0.000002724887,0.00006854481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095108444,0.000121379344,0.00020189512,0.000025475718,0.00013459544,0.00004670061,0.00009666051,0.00007991211,0.00024628203],"category_scores_gemma":[0.00001310677,0.00012154609,0.000014550498,0.00004297603,0.00008605338,0.00016628962,0.0003042197,0.00008061756,0.000052418247],"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":[0.000012453686,0.000015553665,0.9924356,0.000008916067,0.000008788288,0.000026678123,0.00019608701,0.00001971177,0.007044899,0.000022096263,0.000045203848,0.00016401026],"study_design_scores_gemma":[0.0003030772,0.00006323155,0.9979849,0.00008113918,0.000017175224,0.000024956778,0.000085587366,0.00047770486,0.00064481137,0.00013483028,0.00005247337,0.00013011709],"about_ca_topic_score_codex":0.0010473594,"about_ca_topic_score_gemma":0.0029003061,"teacher_disagreement_score":0.0064000874,"about_ca_system_score_codex":0.000113577706,"about_ca_system_score_gemma":0.000003426381,"threshold_uncertainty_score":0.49565056},"labels":[],"label_agreement":null},{"id":"W2046547980","doi":"10.1890/14-0060.1","title":"Meta‐analysis suggests biotic resistance in freshwater environments is driven by consumption rather than competition","year":2014,"lang":"en","type":"article","venue":"Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Resistance (ecology); Ecology; Freshwater ecosystem; Ecosystem; Lake ecosystem; Habitat; Biotic component; Terrestrial ecosystem; Biology; Competition (biology); Abiotic component; Marine ecosystem","score_opus":0.011148377211051923,"score_gpt":0.2119571504945141,"score_spread":0.2008087732834622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046547980","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":[0.9965678,0.000042427855,0.0011809448,0.0004373885,0.00006902569,0.00018410203,0.00007296991,0.000017423306,0.001427961],"genre_scores_gemma":[0.9954988,0.00001989836,0.00044408854,0.00027783925,0.00000800337,0.000032066506,0.00009639522,0.0000124394755,0.003610466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986139,0.0003526083,0.00025253982,0.00034611765,0.00014732659,0.00028749564],"domain_scores_gemma":[0.99944437,0.00010051279,0.000105758525,0.00028485086,0.0000015459874,0.0000629706],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003646473,0.00014359318,0.0003736564,0.00007790161,0.000085116844,0.000015563677,0.00017020793,0.00011193194,0.0093128085],"category_scores_gemma":[0.000008454899,0.0001299916,0.00014045766,0.0001607221,0.00011346988,0.000098425306,0.00012521003,0.00012393031,0.0020536005],"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":[0.000018063192,0.00014430817,0.9915059,0.000011838447,0.0018088087,0.0000039383062,0.0002959248,0.0016620676,0.0034616846,0.000084921194,0.0009785745,0.000023964589],"study_design_scores_gemma":[0.00050802546,0.000075407865,0.9741353,0.0000027695573,0.004220179,0.000002003777,0.000017471655,0.010453364,0.0004201703,0.0011104711,0.00877424,0.00028061494],"about_ca_topic_score_codex":0.00029232848,"about_ca_topic_score_gemma":0.22989617,"teacher_disagreement_score":0.22960384,"about_ca_system_score_codex":0.00019956111,"about_ca_system_score_gemma":0.0000017131404,"threshold_uncertainty_score":0.9987234},"labels":[],"label_agreement":null},{"id":"W2047803006","doi":"10.1007/s10021-001-0021-4","title":"The Function of Marine Critical Transition Zones and the Importance of Sediment Biodiversity","year":2001,"lang":"en","type":"article","venue":"Ecosystems","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":599,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Ecology; Environmental science; Species richness; Biodiversity; Habitat; Nutrient cycle; Ecosystem; Biology","score_opus":0.005225934248980954,"score_gpt":0.18262877228850305,"score_spread":0.1774028380395221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047803006","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":[0.9953496,0.00007537725,0.0009035683,0.0010451387,0.00021820913,0.00022544694,0.00001994719,0.0000088228235,0.0021538932],"genre_scores_gemma":[0.9997887,0.00007157461,0.000020791796,0.000022959564,0.00001919587,0.0000062721465,0.000004819728,0.0000023554105,0.000063348576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992832,0.00007507832,0.00022943635,0.000115360075,0.00018624819,0.00011065362],"domain_scores_gemma":[0.99954295,0.0001576421,0.000090431546,0.00016767479,0.000011277873,0.000030001047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057112105,0.00006359668,0.00012879196,0.000009703119,0.00014442221,0.00001125323,0.00008978547,0.000028995655,0.00019172764],"category_scores_gemma":[0.00002201727,0.000036275458,0.00004333367,0.00009338265,0.00018377915,0.00007775732,0.00009449237,0.00004234444,0.000021515065],"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":[0.00077925116,0.00010730573,0.9889145,0.00016185337,0.00005512776,0.000004900705,0.0008030045,0.0004366899,0.00079838163,0.0030509848,0.0012298583,0.0036581638],"study_design_scores_gemma":[0.004545261,0.0005964483,0.7928638,0.00012598492,0.00024730456,0.00016722626,0.004065857,0.17449057,0.00038660766,0.0056497916,0.01641388,0.00044727858],"about_ca_topic_score_codex":0.0011582085,"about_ca_topic_score_gemma":0.0072153006,"teacher_disagreement_score":0.19605069,"about_ca_system_score_codex":0.000037346592,"about_ca_system_score_gemma":0.0000026672294,"threshold_uncertainty_score":0.40263072},"labels":[],"label_agreement":null},{"id":"W2048201145","doi":"10.1139/e01-002","title":"Historical rates of salt marsh accretion on the outer Bay of Fundy","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Louisiana State University","keywords":"Marsh; Salt marsh; Bay; Geology; Accretion (finance); Oceanography; Sea level; Sediment; Physical geography; Hydrology (agriculture); Geomorphology; Wetland; Geography; Ecology","score_opus":0.02229673736574416,"score_gpt":0.2168160528175271,"score_spread":0.19451931545178294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048201145","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":[0.99136543,0.00006678796,0.00008981163,0.0014048768,0.00034886575,0.00005275566,0.000004069529,8.994533e-7,0.006666488],"genre_scores_gemma":[0.99920154,0.000016055956,0.0001482396,0.00007860584,0.000036803034,3.0929178e-7,1.4576426e-7,0.00000263698,0.0005156383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999006,0.000055855016,0.00030677152,0.00009306923,0.00033200046,0.00020635987],"domain_scores_gemma":[0.99928844,0.00009883149,0.00026804267,0.000105222854,0.000025453957,0.0002139969],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00090664806,0.00006403466,0.00014125399,0.00011024491,0.00013256162,0.000026249994,0.0003931943,0.000028575101,0.0012245482],"category_scores_gemma":[0.00011904506,0.000039454233,0.000067307046,0.00037100248,0.0002947708,0.00017797852,0.000020745047,0.00009194259,0.000020707159],"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":[0.000010087907,0.0000109758375,0.99508667,0.0000034266768,0.0000042076313,0.000019090132,0.00023901193,0.0016971632,0.00050144724,0.00023139497,0.00089586014,0.0013006573],"study_design_scores_gemma":[0.00017475942,0.0007030612,0.9615238,0.000095395786,0.0000118077705,0.00015149523,0.00036831034,0.0019204059,0.0005191224,0.00083166454,0.03357185,0.00012835386],"about_ca_topic_score_codex":0.0064530578,"about_ca_topic_score_gemma":0.1951005,"teacher_disagreement_score":0.18864743,"about_ca_system_score_codex":0.00006178363,"about_ca_system_score_gemma":0.00015980662,"threshold_uncertainty_score":0.99968845},"labels":[],"label_agreement":null},{"id":"W2048278539","doi":"10.1007/s10661-008-0523-z","title":"Evaluating the condition of a mangrove forest of the Mexican Pacific based on an estimated leaf area index mapping approach","year":2008,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mangrove; Normalized Difference Vegetation Index; Environmental science; Vegetation (pathology); Leaf area index; Geography; Remote sensing; Forestry; Physical geography; Ecology","score_opus":0.04237097148098055,"score_gpt":0.29153897635310666,"score_spread":0.24916800487212612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048278539","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":[0.9970544,0.000009880426,0.0008789055,0.00003037668,0.00010274043,0.00035157718,0.000025595891,0.00001170719,0.0015347917],"genre_scores_gemma":[0.998158,0.000012467095,0.0016592639,0.000006182113,0.00002453454,0.000043603184,0.000020334706,0.000014598338,0.000061057435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860585,0.00012893253,0.00026444843,0.00026693108,0.00055116246,0.00018266389],"domain_scores_gemma":[0.999288,0.000076524964,0.00021848462,0.00035896432,0.0000018671363,0.000056123463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003441152,0.0001554188,0.00016012481,0.000025703575,0.00031579242,0.00001341029,0.00019078374,0.00004480192,0.000039478567],"category_scores_gemma":[0.0000069206926,0.000100703845,0.000056325298,0.00009874657,0.00027496528,0.00009893687,0.00016973172,0.00016349147,0.0000018738964],"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":[0.00001604767,0.00019554267,0.9030979,0.00001533249,0.000009782007,9.1245073e-7,0.00031876357,0.081291646,0.012854797,0.000006078979,0.0000029030032,0.002190296],"study_design_scores_gemma":[0.00026460513,0.00017782397,0.69066167,0.00004778762,0.000011215598,0.0000063239527,0.0011754353,0.30656964,0.0009746046,0.000026431362,0.0000055907694,0.00007891663],"about_ca_topic_score_codex":0.00022918785,"about_ca_topic_score_gemma":0.0000088897405,"teacher_disagreement_score":0.22527798,"about_ca_system_score_codex":0.00022136568,"about_ca_system_score_gemma":0.000010098025,"threshold_uncertainty_score":0.41065836},"labels":[],"label_agreement":null},{"id":"W2049362258","doi":"10.1016/s1385-1101(02)00195-8","title":"Time variation of floc properties in a settling column","year":2002,"lang":"en","type":"article","venue":"Journal of Sea Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada; Dalhousie University","funders":"Office of Naval Research","keywords":"Settling; Water column; Column (typography); Environmental science; Variation (astronomy); Oceanography; Geology; Physics; Mathematics; Environmental engineering","score_opus":0.05294664251708755,"score_gpt":0.27053081539540147,"score_spread":0.21758417287831391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049362258","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":[0.9960822,0.00006474549,0.000019832156,0.00036899254,0.000032002536,0.00011174727,0.000002227014,0.0000020448317,0.0033162376],"genre_scores_gemma":[0.99853784,0.000043187556,0.00026386164,0.000005071182,0.00003534384,0.0000015839331,2.398695e-7,0.0000065820705,0.0011063147],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99839365,0.00016368687,0.0003476025,0.00007845319,0.00080400874,0.00021257463],"domain_scores_gemma":[0.9995761,0.00007971187,0.00011700999,0.000099574754,0.0000614691,0.00006615235],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020889866,0.00004483174,0.00013952213,0.0001511191,0.000047119156,0.000024772271,0.0002128358,0.00004085538,0.0013483248],"category_scores_gemma":[0.00021373983,0.000035624034,0.000035307425,0.00040449132,0.000079532016,0.00023703297,0.00013986172,0.00026847847,0.00022872003],"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":[0.0006442976,0.0018968384,0.4314825,0.00042621902,0.00009503181,0.00045511252,0.014872192,0.06821427,0.40497002,0.000030272733,0.010595654,0.066317596],"study_design_scores_gemma":[0.000966895,0.0005829582,0.14038286,0.00031018702,0.0000064456985,0.00014514633,0.0004943004,0.8544544,0.0010313538,0.00027553414,0.0012135978,0.00013633845],"about_ca_topic_score_codex":0.00038795307,"about_ca_topic_score_gemma":0.00042766455,"teacher_disagreement_score":0.7862401,"about_ca_system_score_codex":0.00029418504,"about_ca_system_score_gemma":0.000016163418,"threshold_uncertainty_score":0.9995646},"labels":[],"label_agreement":null},{"id":"W2049600739","doi":"10.1007/s00267-010-9475-5","title":"Impacts of Adjacent Land Use and Isolation on Marsh Bird Communities","year":2010,"lang":"en","type":"article","venue":"Environmental Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Marsh; Species richness; Wetland; Ecology; Generalist and specialist species; Geography; Obligate; Biodiversity; Abundance (ecology); Urbanization; Urban ecology; Biology; Habitat","score_opus":0.006429062294812364,"score_gpt":0.179807153137711,"score_spread":0.17337809084289865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049600739","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":[0.99729186,0.00000659756,0.00008049966,0.000049545655,0.0001149159,0.0003232024,0.000027687754,0.000029405413,0.0020762684],"genre_scores_gemma":[0.99868643,0.00013332152,0.00077746186,0.000086670116,0.0000103799675,0.000012085863,0.000022770728,0.000022947212,0.00024795733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991562,0.00003505689,0.0001892954,0.00017120873,0.0002577842,0.00019049634],"domain_scores_gemma":[0.9994374,0.000041706593,0.00008846024,0.00034865775,5.455454e-7,0.00008322687],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015093459,0.00014757368,0.00012166849,0.000047924044,0.000093307324,0.000035658326,0.00013634191,0.000043135467,0.00092115597],"category_scores_gemma":[0.0000027456795,0.0001359458,0.000032770804,0.000046676825,0.00014188139,0.00022101153,0.0005161896,0.00012809639,0.00022737877],"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":[0.000037707618,0.0001545641,0.98970515,0.000023964885,0.000019517964,0.0000042690804,0.00021241076,0.00035414248,0.0042792936,0.00010777182,0.0001233908,0.004977803],"study_design_scores_gemma":[0.0004250739,0.00012069783,0.9932278,0.00001747581,0.00001973221,0.0000050213534,0.00032354018,0.0029554176,0.00022959478,0.00011715195,0.0024055599,0.00015294364],"about_ca_topic_score_codex":0.0011691768,"about_ca_topic_score_gemma":0.0041865413,"teacher_disagreement_score":0.0048248596,"about_ca_system_score_codex":0.00008953281,"about_ca_system_score_gemma":5.4667726e-7,"threshold_uncertainty_score":0.99999213},"labels":[],"label_agreement":null},{"id":"W2049771409","doi":"10.1007/s10661-011-2439-2","title":"Tidally driven N, P, Fe and Mn exchanges in salt marsh sediments of Tagus estuary (SW Europe)","year":2011,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council Canada; Eusko Jaurlaritza","keywords":"Salt marsh; Estuary; Effluent; Marsh; Hydrology (agriculture); Environmental science; Ammonium; Sediment; Nutrient; Sink (geography); Water column; Wetland; Environmental chemistry; Oceanography; Chemistry; Geology; Ecology; Environmental engineering; Geomorphology; Biology","score_opus":0.013473637789395115,"score_gpt":0.2252810134319917,"score_spread":0.21180737564259658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049771409","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":[0.99638003,0.00013431993,0.000032610023,0.000020389232,0.00019503862,0.00021750672,0.000021617736,0.000015848334,0.0029826246],"genre_scores_gemma":[0.9960768,0.0005852479,0.0029100457,0.000008192904,0.000034594843,0.00002332146,0.000008534462,0.000023085111,0.0003301685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872935,0.00006356602,0.00027112,0.0003731852,0.00028826814,0.0002744836],"domain_scores_gemma":[0.99954045,0.000027210092,0.00010917709,0.00019196764,0.0000010217236,0.00013017023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018819192,0.00019697135,0.00021051706,0.000047917692,0.00007397125,0.00001703928,0.00013366385,0.000056769502,0.0001523552],"category_scores_gemma":[0.0000024839167,0.00019225584,0.000024380928,0.00007409542,0.00012868812,0.00018396309,0.0005873456,0.00015031059,0.000021753334],"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":[0.000015399472,0.0001887571,0.9715477,0.00002405026,0.0000134457605,0.000026330057,0.0006446592,0.00003399717,0.015849104,0.0000069572047,0.000012437019,0.011637124],"study_design_scores_gemma":[0.00047489317,0.00020579303,0.9950326,0.000068413705,0.000015218945,0.000011419447,0.0005536236,0.00049458625,0.0025164399,0.000038295806,0.00039066497,0.00019804535],"about_ca_topic_score_codex":0.00046968393,"about_ca_topic_score_gemma":0.000058168218,"teacher_disagreement_score":0.023484867,"about_ca_system_score_codex":0.00017146907,"about_ca_system_score_gemma":0.000004473436,"threshold_uncertainty_score":0.7839966},"labels":[],"label_agreement":null},{"id":"W2050429848","doi":"10.1006/bcon.2000.0838","title":"Effect of Cottony Snow Mold on Mortality and Biomass of Calamagrostis canadensis under Controlled-Environment Conditions","year":2000,"lang":"en","type":"article","venue":"Biological Control","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Biology; Marsh; Snow; Botany; Tiller (botany); Inoculation; Biomass (ecology); Horticulture; Agronomy; Wetland; Ecology","score_opus":0.010314196175908863,"score_gpt":0.22974101751838474,"score_spread":0.21942682134247588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050429848","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":[0.99632984,0.000047484245,0.000109069144,0.00016056093,0.000034316596,0.0007428771,0.00044430982,0.00001685875,0.0021146957],"genre_scores_gemma":[0.9996033,0.00004220032,0.00001054548,0.00010899636,0.000012474614,0.000048396367,0.000028324532,0.0000067925994,0.00013897887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985042,0.00032050282,0.0003872675,0.00031763292,0.00021787782,0.00025249986],"domain_scores_gemma":[0.9986561,0.0008192499,0.00013435892,0.00024669978,0.000004756309,0.0001388199],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004185825,0.00019550446,0.0006129457,0.000023777755,0.000069910304,0.000007339123,0.00012766951,0.00013937188,0.0033050461],"category_scores_gemma":[0.000090373585,0.00012537718,0.00013081805,0.000073768904,0.0004164019,0.00003409207,0.000052573556,0.00008464982,0.00006412848],"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":[0.0024217586,0.00039758076,0.90378386,0.00005159489,0.000298827,0.000029642275,0.00003338847,0.0046180156,0.079491675,0.000553942,0.00035453762,0.007965181],"study_design_scores_gemma":[0.0070682853,0.0023592443,0.9809856,0.000026966969,0.00013336496,0.000009449018,0.000013908297,0.006709776,0.0018926418,0.00023430354,0.00032846062,0.00023802345],"about_ca_topic_score_codex":0.0032420424,"about_ca_topic_score_gemma":0.0010140364,"teacher_disagreement_score":0.07759903,"about_ca_system_score_codex":0.00009541469,"about_ca_system_score_gemma":0.0000049470136,"threshold_uncertainty_score":0.99760604},"labels":[],"label_agreement":null},{"id":"W2051080362","doi":"10.1016/j.margeo.2005.07.009","title":"Seasonal and annual variations in the volumetric sediment balance of a macro-tidal salt marsh","year":2005,"lang":"en","type":"article","venue":"Marine Geology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University; University of Guelph; Saint Mary's University","funders":"","keywords":"Salt marsh; Marsh; Accretion (finance); Sediment; Geology; Deposition (geology); Erosion; Hydrology (agriculture); Bay; Sedimentary rock; Oceanography; Spatial variability; Environmental science; Geomorphology; Wetland; Geochemistry; Ecology","score_opus":0.0028812445417612342,"score_gpt":0.190588843319508,"score_spread":0.1877075987777468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051080362","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":[0.99162894,0.000016953622,0.00034287857,0.0017695392,0.000063973406,0.00014813992,0.00002147769,0.000007945997,0.006000172],"genre_scores_gemma":[0.99769974,0.000011790901,0.0012304628,0.00021513052,0.0000438834,0.000015360962,0.000014802762,0.0000041123894,0.0007646985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992301,0.00007168405,0.00017823759,0.0001719372,0.00014009433,0.0002079574],"domain_scores_gemma":[0.9996492,0.00010178738,0.00005895434,0.0001517106,0.0000056312015,0.00003268615],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032059642,0.0000764638,0.00012221241,0.000048483224,0.00003756664,0.0000057569705,0.00016319215,0.00004521811,0.0011897401],"category_scores_gemma":[0.000037048587,0.000060783936,0.000019272577,0.00029532763,0.000086178756,0.00006533407,0.00046102254,0.00009397143,0.000070521586],"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":[0.00001510709,0.00007508774,0.9809186,0.0000059693575,0.0000045397765,0.000004396984,0.00024135118,0.0007693601,0.000033820583,0.00036712372,0.00072760915,0.016837073],"study_design_scores_gemma":[0.00034057617,0.00006121724,0.9382598,0.0000013578037,0.0000051464444,0.000052811505,0.00003962562,0.053714443,0.0000027273268,0.0004053591,0.0070561157,0.000060859402],"about_ca_topic_score_codex":0.0020314478,"about_ca_topic_score_gemma":0.013776014,"teacher_disagreement_score":0.05294508,"about_ca_system_score_codex":0.00006287178,"about_ca_system_score_gemma":0.000007492733,"threshold_uncertainty_score":0.9997233},"labels":[],"label_agreement":null},{"id":"W2051408911","doi":"10.1061/40926(239)111","title":"Sediment Processes and Mangrove-Habitat Expansion on a Rapidly-Prograding Muddy Coast, New Zealand","year":2007,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mangrove; Intertidal zone; Oceanography; Geology; Habitat; Estuary; Shore; Siltation; Sediment; Hydrology (agriculture); Ecology; Environmental science; Geomorphology","score_opus":0.00783998592736521,"score_gpt":0.21981478667521417,"score_spread":0.21197480074784897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051408911","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":[0.98766834,0.000042064014,0.0019756178,0.00038888626,0.00011495974,0.00034029203,0.0000026966286,0.00009530748,0.009371863],"genre_scores_gemma":[0.99235165,0.000025629095,0.0018302737,0.0002334144,0.000060011564,0.000006423864,0.0000080455175,0.000019254176,0.005465299],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987163,0.0000126462455,0.00021426148,0.00036592883,0.00031361758,0.00037727214],"domain_scores_gemma":[0.9994036,0.00009685006,0.0000601826,0.00017783031,0.0000055146943,0.00025602637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003124193,0.0001750915,0.00014792963,0.000048259477,0.00010939904,0.000055250246,0.00011464282,0.0000573799,0.00029902108],"category_scores_gemma":[0.000026054742,0.00013664323,0.000026336782,0.00021929025,0.000042924567,0.00017179135,0.00019433141,0.00008189296,0.00016642567],"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":[0.00031477536,0.00043667314,0.7542649,0.0001547746,0.000031838084,0.00008048259,0.0021672123,0.00027371157,0.008418977,0.00015489146,0.0329521,0.20074968],"study_design_scores_gemma":[0.012762828,0.0050100107,0.7576452,0.0008964165,0.00016533157,0.00055176386,0.0070743435,0.01538878,0.026622877,0.0056005656,0.16452953,0.0037523417],"about_ca_topic_score_codex":0.0010683772,"about_ca_topic_score_gemma":0.014760493,"teacher_disagreement_score":0.19699734,"about_ca_system_score_codex":0.00010987779,"about_ca_system_score_gemma":0.000011176709,"threshold_uncertainty_score":0.8236702},"labels":[],"label_agreement":null},{"id":"W2051534877","doi":"10.1007/s11270-007-9355-7","title":"Aquaculture Waste Sediment Stability: Implications for Waste Migration","year":2007,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Flume; Sediment; Settling; Consolidation (business); Shear stress; Environmental science; Geotechnical engineering; Geology; Soil science; Environmental engineering; Geomorphology; Flow (mathematics); Materials science","score_opus":0.010424444800293716,"score_gpt":0.2222470076713082,"score_spread":0.21182256287101447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051534877","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":[0.9571393,0.00000918782,0.036307115,0.0040957136,0.00021703666,0.0006552941,0.000097803095,0.00007157608,0.0014069366],"genre_scores_gemma":[0.9979727,0.000003449401,0.00043693816,0.00022325512,0.00013019201,0.00007268662,0.00024460247,0.000017647679,0.00089847797],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986554,0.000026881056,0.0003280072,0.0003529433,0.00018652093,0.00045028006],"domain_scores_gemma":[0.9994668,0.000016064861,0.000068502006,0.00030883323,0.000022020442,0.00011780926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055162347,0.00016222098,0.00012765688,0.00003531752,0.00026548695,0.000028365444,0.0001364938,0.00010235548,0.00010124356],"category_scores_gemma":[0.000011592144,0.00011872552,0.000087832144,0.00014057297,0.000054034655,0.0002740364,0.00011456299,0.00007349916,0.00025589223],"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":[0.00023065088,0.00038536437,0.054746676,0.00009732565,0.000049296104,0.0000013901188,0.0048441794,0.020101229,0.87710595,0.00052295683,0.00778031,0.034134645],"study_design_scores_gemma":[0.0025629252,0.0005933722,0.15770501,0.00007059775,0.00017386099,0.00004336254,0.0034141934,0.050015017,0.71260935,0.0067256996,0.064717166,0.001369456],"about_ca_topic_score_codex":0.0006242567,"about_ca_topic_score_gemma":0.016163321,"teacher_disagreement_score":0.16449663,"about_ca_system_score_codex":0.0005264873,"about_ca_system_score_gemma":0.000007552076,"threshold_uncertainty_score":0.9019513},"labels":[],"label_agreement":null},{"id":"W2051612682","doi":"10.1071/en13062","title":"Biomarker assessment of spatial and temporal changes in the composition of flocculent material (floc) in the subtropical wetland of the Florida Coastal Everglades","year":2013,"lang":"en","type":"article","venue":"Environmental Chemistry","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Environmental science; Wetland; Organic matter; Biogeochemical cycle; Estuary; Colored dissolved organic matter; Marsh; Food web; Dissolved organic carbon; Ecology; Nutrient; Context (archaeology); Environmental chemistry; Phytoplankton; Ecosystem; Biology; Chemistry","score_opus":0.005149049302851373,"score_gpt":0.19548931153143448,"score_spread":0.1903402622285831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051612682","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":[0.99885947,0.000008232404,0.000014547748,0.00025868643,0.000049990704,0.00036011133,0.00012678107,0.0000017721088,0.00032042974],"genre_scores_gemma":[0.9997799,0.000014922031,0.000047363934,0.000019048513,0.00002529954,0.00003619378,0.0000589646,0.000006787967,0.0000115563225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988281,0.00011215822,0.00031318833,0.00017962148,0.000408439,0.00015847909],"domain_scores_gemma":[0.99949574,0.00005345159,0.0001619089,0.0002642642,0.0000012189759,0.000023399009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023145082,0.00013513128,0.00017854644,0.0000107345195,0.000034625675,0.000013578342,0.00031471567,0.00007076895,0.0005848213],"category_scores_gemma":[0.000003553821,0.00007631392,0.00004564669,0.00006863137,0.00036175415,0.00006208594,0.00031145354,0.000120775665,0.0000019438555],"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":[0.000021228203,0.00012068827,0.6035854,0.000041625703,0.00000445845,0.000001196744,0.00025070942,0.00003786204,0.39572844,0.000001034029,0.000017086408,0.00019021898],"study_design_scores_gemma":[0.00042268244,0.00004298096,0.9425754,0.00003396372,0.000010228019,0.000017120818,0.0008470693,0.0019791764,0.053941585,0.000026721427,0.000024361101,0.00007873342],"about_ca_topic_score_codex":0.0023069584,"about_ca_topic_score_gemma":0.0016308688,"teacher_disagreement_score":0.34178686,"about_ca_system_score_codex":0.000081476246,"about_ca_system_score_gemma":0.0000051267953,"threshold_uncertainty_score":0.6403383},"labels":[],"label_agreement":null},{"id":"W2051764652","doi":"10.1016/j.ecoinf.2011.11.001","title":"Two-decade wetland cultivation and its effects on soil properties in salt marshes in the Yellow River Delta, China","year":2011,"lang":"en","type":"article","venue":"Ecological Informatics","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; Program for New Century Excellent Talents in University","keywords":"Phragmites; Wetland; Marsh; Soil salinity; Salinity; Environmental science; Salt marsh; Agronomy; Delta; Nutrient; Phosphorus; River delta; Spartina alterniflora; Soil water; Hydrology (agriculture); Ecology; Chemistry; Soil science; Biology; Geology","score_opus":0.016873623452664226,"score_gpt":0.20285062385795655,"score_spread":0.18597700040529233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051764652","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":[0.98920155,0.0000063100624,0.000021573851,0.00010625712,0.00003973804,0.00045403786,0.0000022829981,0.000017340617,0.010150925],"genre_scores_gemma":[0.99927884,0.00002204196,0.00021309363,0.0003599344,0.00000960842,0.000044085893,0.000004496026,0.0000042067745,0.00006369153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991195,0.00008353401,0.0002814188,0.000097234624,0.00017892638,0.00023935946],"domain_scores_gemma":[0.99965626,0.00011010408,0.00008301451,0.00010571541,0.0000033796812,0.000041542982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004330992,0.0001291559,0.00014816385,0.000040237483,0.00007171861,0.000028655344,0.00018976936,0.00008742621,0.0000804952],"category_scores_gemma":[0.00010873629,0.00007143422,0.000020829193,0.00015085354,0.000070417875,0.00031405097,0.00017505098,0.00020021167,0.00016906852],"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":[0.00017400598,0.0005780172,0.9318622,0.0003131175,0.000012753839,0.000045426194,0.04810867,0.007953081,0.00041562924,0.000745897,0.0005676058,0.009223648],"study_design_scores_gemma":[0.00049453304,0.00023301832,0.93513674,0.000042128657,0.0000034555048,0.000006554703,0.00041182357,0.06270933,0.00028861704,0.00043156513,0.00011307348,0.00012913745],"about_ca_topic_score_codex":0.00015904431,"about_ca_topic_score_gemma":0.0030369556,"teacher_disagreement_score":0.05475625,"about_ca_system_score_codex":0.000096553056,"about_ca_system_score_gemma":0.0000037871425,"threshold_uncertainty_score":0.29130027},"labels":[],"label_agreement":null},{"id":"W2052837384","doi":"10.5539/jps.v3n1p35","title":"Reproductive Strategy of Aegiceras corniculatum L. (Blanco.) - A Mangrove Species, in MNP&amp;S, Gujarat, India","year":2013,"lang":"en","type":"article","venue":"Journal of Plant Studies","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Ministry of Environment","keywords":"Pollinator; Mangrove; Biology; Nectar; Pollination; Ecology; Reproductive success; Inflorescence; Botany; Pollen","score_opus":0.02502796286827944,"score_gpt":0.24119997649878222,"score_spread":0.21617201363050279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052837384","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":[0.99424607,0.0005684889,0.000013199219,0.00025822766,0.00037961928,0.00021628605,0.000053392523,0.000005011473,0.0042596897],"genre_scores_gemma":[0.9978836,0.0005311707,0.00027444775,0.000024845196,0.00012772415,0.000004943489,0.000004750349,0.000009109936,0.0011393966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842113,0.00006594554,0.0006870873,0.00020263997,0.0003714843,0.00025169435],"domain_scores_gemma":[0.9989176,0.00011727057,0.0006450959,0.00019566904,0.0000589122,0.000065463646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046155482,0.00016256895,0.0005066364,0.00010249578,0.00005091979,0.000019984718,0.00021241832,0.00005087857,0.0003565877],"category_scores_gemma":[0.00014319581,0.00011713665,0.00008785889,0.00021905167,0.00012817216,0.00030939298,0.00021979843,0.00024214796,0.0001077192],"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":[0.00030769565,0.0004898971,0.8587069,0.00018456392,0.0005424338,0.00030796003,0.007022259,0.005391643,0.015146116,0.00022807695,0.10989811,0.0017743642],"study_design_scores_gemma":[0.0006156598,0.00026048982,0.98773557,0.00019899652,0.000035541132,0.00031984734,0.00515003,0.00015215756,0.00020224795,0.001763573,0.0033560344,0.00020987944],"about_ca_topic_score_codex":0.00070264953,"about_ca_topic_score_gemma":0.004527253,"teacher_disagreement_score":0.12902866,"about_ca_system_score_codex":0.0002607111,"about_ca_system_score_gemma":0.000019656229,"threshold_uncertainty_score":0.47766942},"labels":[],"label_agreement":null},{"id":"W2054045323","doi":"10.1016/j.aquabot.2005.07.002","title":"Mapping the invasive species Phragmites australis in linear wetland corridors","year":2005,"lang":"en","type":"article","venue":"Aquatic Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère des Transports","keywords":"Phragmites; Panchromatic film; Wetland; Abundance (ecology); Context (archaeology); Macrophyte; Environmental science; Typha; Habitat; Invasive species; Remote sensing; Aquatic plant; Ecology; Cartography; Geography; Biology","score_opus":0.020362622252414732,"score_gpt":0.2132730989506927,"score_spread":0.192910476698278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054045323","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":[0.98967814,0.000036815112,0.00031410423,0.0019222565,0.00014049798,0.00028719936,0.000007678351,0.00002807649,0.0075852512],"genre_scores_gemma":[0.9939937,0.000036557787,0.0006961605,0.0002902076,0.00010887349,0.000017393062,0.0000037907973,0.000013959241,0.004839343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878305,0.00006126403,0.00030600658,0.00023994473,0.00027469243,0.00033502126],"domain_scores_gemma":[0.9992706,0.00026439776,0.00008874183,0.00030634928,0.000003045197,0.000066834786],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003328818,0.00015068082,0.00016687239,0.000034460292,0.00010601333,0.000043532396,0.0003073265,0.0000534938,0.001625462],"category_scores_gemma":[0.00013496986,0.00010685478,0.00005219094,0.00034426386,0.00011627626,0.0001858934,0.0001888421,0.00015886936,0.0018172583],"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":[0.000017545188,0.00010751215,0.9595554,0.000019897205,0.000023515355,0.000036554487,0.0048206747,0.011681044,0.0092117125,0.00008498512,0.0071599926,0.0072811507],"study_design_scores_gemma":[0.0009750502,0.0000720671,0.6799627,0.00014360141,0.000022388138,0.000061355844,0.0037142327,0.25505954,0.0007536526,0.00093643053,0.057700682,0.0005983068],"about_ca_topic_score_codex":0.0012301455,"about_ca_topic_score_gemma":0.050267328,"teacher_disagreement_score":0.27959272,"about_ca_system_score_codex":0.00021400761,"about_ca_system_score_gemma":0.000011102871,"threshold_uncertainty_score":0.9992872},"labels":[],"label_agreement":null},{"id":"W2054056058","doi":"10.1016/j.isprsjprs.2013.05.004","title":"Applications of ALOS PALSAR for monitoring biophysical parameters of a degraded black mangrove (Avicennia germinans) forest","year":2013,"lang":"en","type":"article","venue":"ISPRS Journal of Photogrammetry and Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University; Western University; Nipissing University","funders":"","keywords":"Mangrove; Environmental science; Avicennia; Remote sensing; Synthetic aperture radar; Forestry; Geography; Physical geography; Ecology; Biology","score_opus":0.008572986083726109,"score_gpt":0.23325263536920296,"score_spread":0.22467964928547685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054056058","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":[0.9089023,0.000037389094,0.090439215,0.00003709922,0.00008981849,0.0004162916,0.000007115736,0.0000046506,0.00006615062],"genre_scores_gemma":[0.9482683,0.000044763376,0.05158011,0.0000089077885,0.00005949148,3.5648517e-7,0.000001338457,0.000016166727,0.0000205493],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99877375,0.000035450077,0.0005614369,0.00015844563,0.00023207391,0.00023882398],"domain_scores_gemma":[0.99884415,0.00020875044,0.00057062105,0.00016916663,0.0000682131,0.00013912568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023575893,0.00014435295,0.00036771948,0.000104934945,0.00006735001,0.000026937576,0.00013173089,0.00008509017,0.0000052749892],"category_scores_gemma":[0.000041575317,0.00011838253,0.00018876384,0.00028253737,0.00021088257,0.00014131259,0.00006950755,0.00014113117,0.0000033261922],"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":[0.00008894034,0.00010763801,0.013231063,0.00026298323,0.0000917992,0.000007936678,0.00055935484,0.0005436426,0.42063287,0.000004805277,0.000033012733,0.56443596],"study_design_scores_gemma":[0.0035615677,0.0014565414,0.068373114,0.0014385466,0.00062000286,0.00067751814,0.005469858,0.598354,0.31116778,0.006801454,0.0011159765,0.0009636302],"about_ca_topic_score_codex":0.0017756593,"about_ca_topic_score_gemma":0.00014836405,"teacher_disagreement_score":0.5978104,"about_ca_system_score_codex":0.000047989426,"about_ca_system_score_gemma":0.000009227765,"threshold_uncertainty_score":0.48274994},"labels":[],"label_agreement":null},{"id":"W2054388005","doi":"10.1144/gsl.sp.2000.175.01.06","title":"Patterns of flow and suspended sediment concentration in a macrotidal saltmarsh creek, Bay of Fundy, Canada.","year":2000,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Allison University; University of Guelph","funders":"","keywords":"Bay; Salt marsh; Oceanography; Sediment; Environmental science; Hydrology (agriculture); Geology; Geomorphology; Geotechnical engineering","score_opus":0.006562014846427526,"score_gpt":0.19471860672452496,"score_spread":0.18815659187809744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054388005","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":[0.9889621,0.000011718415,0.0001953538,0.0015819379,0.000047840334,0.000369424,0.00016051873,0.000013480687,0.008657611],"genre_scores_gemma":[0.998181,0.000074828225,0.0005538924,0.00013390408,0.00007603789,0.000025623287,0.00010517746,0.000004888973,0.00084468815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986531,0.000060152914,0.00041934123,0.00027883213,0.00031841322,0.00027014324],"domain_scores_gemma":[0.99947506,0.00008284862,0.00011701558,0.00019093647,0.000022348255,0.00011177973],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022708828,0.00010696883,0.0002231052,0.000008909964,0.000079611804,0.000022756672,0.0001854709,0.00009851507,0.019923663],"category_scores_gemma":[0.000032366093,0.00010368473,0.000066088716,0.0002859017,0.00013100004,0.00013439894,0.00013258957,0.00012229018,0.000010303666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001686795,0.00015555322,0.98791355,0.000013375354,0.000011024038,7.736568e-7,0.00023404609,0.0013387111,0.00017219016,0.00058213377,0.0037253324,0.005836465],"study_design_scores_gemma":[0.0005370792,0.000052087544,0.9790983,0.000007421826,0.000007737485,0.0000035804285,0.00015848335,0.008144806,0.00005508987,0.0004199702,0.011394171,0.000121224606],"about_ca_topic_score_codex":0.16621155,"about_ca_topic_score_gemma":0.8350775,"teacher_disagreement_score":0.668866,"about_ca_system_score_codex":0.00025286165,"about_ca_system_score_gemma":0.00006605669,"threshold_uncertainty_score":0.9809723},"labels":[],"label_agreement":null},{"id":"W2055981268","doi":"10.1007/s10530-010-9699-6","title":"Molecular data provide strong evidence of natural hybridization between native and introduced lineages of Phragmites australis in North America","year":2010,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Trent University; Parks Canada","keywords":"Biology; Phragmites; Lineage (genetic); Sympatric speciation; Allopatric speciation; Introduced species; Taxon; Introgression; Hybrid; Invasive species; Evolutionary biology; Ecology; Zoology; Botany; Genetics; Population; Gene","score_opus":0.11892331290246203,"score_gpt":0.28820633715478744,"score_spread":0.16928302425232541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055981268","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":[0.9990208,0.000039507133,0.00028462708,0.00017463912,0.000033795335,0.0002363479,0.00017190071,0.000010459531,0.00002790931],"genre_scores_gemma":[0.9976687,0.000050559418,0.002041887,0.000011636997,0.000018295596,0.000005533292,0.00019390455,0.0000036868437,0.0000058193295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990187,0.000089302484,0.0002927076,0.00032542698,0.00012866197,0.00014517548],"domain_scores_gemma":[0.9990828,0.0003687337,0.00015463484,0.00032341,0.000015948048,0.00005446947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021071886,0.00009821776,0.00021001413,0.000035608504,0.00003101636,0.000008103717,0.00036251414,0.000059526967,0.00005533083],"category_scores_gemma":[0.0014522527,0.00006932879,0.00002156694,0.00029440442,0.00029764746,0.00019450608,0.0007756958,0.00019113565,0.000003408701],"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":[0.000011544709,0.000035308436,0.79547477,0.000013468386,0.000005747732,0.0000019050556,0.000056474542,0.00021248743,0.20133068,0.000019968647,0.000016983007,0.0028206825],"study_design_scores_gemma":[0.00012919489,0.00015442396,0.9841444,0.00004427998,0.000012831243,0.0000016500428,0.000091324226,0.0062805857,0.008874283,0.00005713283,0.000085444124,0.00012448708],"about_ca_topic_score_codex":0.00065542734,"about_ca_topic_score_gemma":0.0042868215,"teacher_disagreement_score":0.1924564,"about_ca_system_score_codex":0.000017763756,"about_ca_system_score_gemma":0.000011059996,"threshold_uncertainty_score":0.28271458},"labels":[],"label_agreement":null},{"id":"W2056144422","doi":"10.1002/cjce.5450830610","title":"Assessment by Microscopy of the Coverage of Sludge Flocs by a Nano‐scale Surface Layer","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; McMaster University","funders":"","keywords":"Settling; Wastewater; Flocculation; Layer (electronics); Bioreactor; Transmission electron microscopy; Nano-; Chemical engineering; Surface layer; Materials science; Chemistry; Environmental engineering; Environmental science; Nanotechnology; Composite material; Engineering","score_opus":0.0025751998396719433,"score_gpt":0.17832071039215225,"score_spread":0.1757455105524803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056144422","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":[0.9980759,0.00012433255,0.00053361146,0.00053254684,0.00010287041,0.000068342924,0.00007764938,0.000002232748,0.00048251325],"genre_scores_gemma":[0.99931484,0.000004592859,0.00047984245,0.000044430763,0.000022238679,4.913653e-7,0.0000015825149,0.000013329325,0.00011864395],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991281,0.000016181755,0.00032461618,0.000071909184,0.0002353796,0.00022383439],"domain_scores_gemma":[0.99940896,0.000048826878,0.00015692247,0.00017653423,0.000014360929,0.0001944205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025706209,0.00010159896,0.00018395146,0.000013683791,0.000036677953,0.0000151098675,0.00043107555,0.000054576183,0.00017333143],"category_scores_gemma":[0.000024061266,0.000067469475,0.000090839996,0.00013434693,0.0000730761,0.00007598864,0.00005501238,0.00022336529,0.0000031792692],"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":[0.0000028179516,0.00001064468,0.0045726877,0.000012850346,0.0000138306505,6.870923e-7,0.0000963419,0.04986035,0.94198036,0.000006347519,0.0032966104,0.00014649067],"study_design_scores_gemma":[0.00038885683,0.000031164185,0.00193776,0.000096651245,0.000029572018,0.00005751437,0.000020029476,0.022933137,0.9630811,0.000015998578,0.011248909,0.00015931351],"about_ca_topic_score_codex":0.0024054535,"about_ca_topic_score_gemma":0.002132033,"teacher_disagreement_score":0.026927214,"about_ca_system_score_codex":0.00042394435,"about_ca_system_score_gemma":0.00007568959,"threshold_uncertainty_score":0.36363423},"labels":[],"label_agreement":null},{"id":"W2057742198","doi":"10.1046/j.1365-2745.2003.00790.x","title":"The dynamics of nitrogen movement in an Arctic salt marsh in response to goose herbivory: a parameterized model with alternate stable states","year":2003,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Goose; Salt marsh; Ecology; Environmental science; Biology; Atmospheric sciences; Physics","score_opus":0.007367190756447218,"score_gpt":0.22461258897658312,"score_spread":0.21724539822013592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057742198","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":[0.99839294,0.000014840043,0.00078452984,0.00042452032,0.00006497637,0.0002515221,0.000006963001,0.000002014688,0.000057699755],"genre_scores_gemma":[0.99641085,0.000030497831,0.0032926586,0.00013574812,0.0000028055044,0.000012033148,7.7858004e-7,0.000014121412,0.00010048708],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99828506,0.00043265318,0.00057454256,0.00014922163,0.00020989508,0.00034860283],"domain_scores_gemma":[0.99905187,0.00026351842,0.00033665603,0.00020528931,0.000026511863,0.00011616008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001933975,0.00011781393,0.00030297213,0.00011951598,0.000037646456,0.000021410771,0.0002775386,0.000047239897,0.000047922622],"category_scores_gemma":[0.00013166304,0.00008136957,0.000037020553,0.00022971958,0.00006425213,0.00016406081,0.00009368921,0.00018242713,0.0000052001164],"study_design_candidate":"simulation_or_modeling","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":[0.0030371419,0.00021155807,0.5606505,0.000011729954,0.000017317278,0.00007899123,0.00037681652,0.43142134,0.003925242,0.000099902296,0.0000053748245,0.00016406717],"study_design_scores_gemma":[0.0036603406,0.0030285998,0.22052522,0.00010338538,0.000025033603,0.00015131143,0.0013123024,0.7437311,0.00034177853,0.026800787,0.00004916364,0.0002709892],"about_ca_topic_score_codex":0.00044502455,"about_ca_topic_score_gemma":0.11335508,"teacher_disagreement_score":0.34012532,"about_ca_system_score_codex":0.0008703948,"about_ca_system_score_gemma":0.00007672928,"threshold_uncertainty_score":0.90282387},"labels":[],"label_agreement":null},{"id":"W2057867716","doi":"10.1890/0012-9623-90.1.115","title":"Symposium 7 Ecological Processes across the Salinity Divide. Contrasts and Comparisons in Marine and Great Lakes Ecosystems","year":2008,"lang":"en","type":"article","venue":"Bulletin of the Ecological Society of America","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Limnology; Oceanography; Biota; Ecology; Paleolimnology; Geography; Environmental science; Geology; Holocene; Biology","score_opus":0.011122720748291109,"score_gpt":0.21460928371625682,"score_spread":0.20348656296796572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057867716","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":[0.99158645,0.000056976343,0.000029059423,0.0067833974,0.000048366277,0.0005014518,0.000039065257,0.000018200957,0.00093704875],"genre_scores_gemma":[0.9981397,0.0005983817,0.00053924223,0.0004296659,0.000016869837,0.000037005626,0.000002906378,0.000006759308,0.00022948871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850476,0.00019462167,0.00042124605,0.0003124085,0.00023716618,0.0003297963],"domain_scores_gemma":[0.9984314,0.00096145895,0.00030446038,0.00021038065,0.000018870225,0.000073421535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005016946,0.00017478815,0.00048209794,0.000004241447,0.00033009113,0.00001561557,0.00037199294,0.0001265169,0.0006014749],"category_scores_gemma":[0.0002335777,0.00009186912,0.00012061298,0.00018528917,0.0017244555,0.000023215533,0.0012501142,0.00022066741,0.000011960853],"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":[0.000031918527,0.00026409817,0.9879689,0.000070802555,0.000022524611,0.0000018119642,0.0005657958,0.00046463354,0.00014255196,0.000002906997,0.010180147,0.00028386514],"study_design_scores_gemma":[0.00042642694,0.0002239312,0.97904736,0.000020447871,0.000014785234,0.00003702631,0.00057635125,0.0020204815,0.00003752444,0.0000723975,0.017397065,0.00012622793],"about_ca_topic_score_codex":0.0018802921,"about_ca_topic_score_gemma":0.0025118985,"teacher_disagreement_score":0.008921607,"about_ca_system_score_codex":0.00006612609,"about_ca_system_score_gemma":0.000012387243,"threshold_uncertainty_score":0.65857285},"labels":[],"label_agreement":null},{"id":"W2059265149","doi":"10.1007/s002670010186","title":"Mapping Disturbances in a Mangrove Forest Using Multi-Date Landsat TM Imagery","year":2001,"lang":"en","type":"article","venue":"Environmental Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":102,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Nipissing University","funders":"Canadian Space Agency; International Development Research Centre","keywords":"Mangrove; Wetland; Structural basin; Satellite imagery; Physical geography; Geography; Environmental science; Environmental degradation; Hydrology (agriculture); Remote sensing; Geology; Ecology","score_opus":0.010755939486142013,"score_gpt":0.20134552335246286,"score_spread":0.19058958386632086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059265149","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":[0.9836391,0.00007776186,0.0055880165,0.000071199254,0.00017716594,0.0005654611,0.000015956743,0.00004293082,0.0098223975],"genre_scores_gemma":[0.9924767,0.00020234952,0.0040177093,0.00013061236,0.00003230613,0.000048090234,0.000044211385,0.000033656805,0.0030143466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981455,0.00004690736,0.00035736736,0.00055769033,0.00035194634,0.0005405662],"domain_scores_gemma":[0.9994036,0.000016840795,0.00010845222,0.00036793711,3.6690565e-7,0.00010282951],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022509221,0.00026851107,0.00021413929,0.00010369554,0.00013015592,0.000054095206,0.00030258845,0.00005007905,0.0009934481],"category_scores_gemma":[0.000002436331,0.00026488033,0.000079656325,0.0002256111,0.0001047764,0.0003567133,0.0009258033,0.00012188581,0.0008745583],"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":[0.000025593652,0.0002532792,0.980672,0.000027574053,0.00002224327,0.00045275365,0.00025077755,0.009549429,0.0010471456,0.000011593884,0.00009146388,0.0075961603],"study_design_scores_gemma":[0.0009788717,0.000023926665,0.92225534,0.00005599511,0.000015030273,0.000036651614,0.0012787989,0.06102035,0.000023909439,0.00009053818,0.013829899,0.00039066796],"about_ca_topic_score_codex":0.00054242066,"about_ca_topic_score_gemma":0.0017837698,"teacher_disagreement_score":0.05841662,"about_ca_system_score_codex":0.0005935147,"about_ca_system_score_gemma":0.0000010445486,"threshold_uncertainty_score":0.99998033},"labels":[],"label_agreement":null},{"id":"W2059798226","doi":"10.1046/j.1365-2745.2000.00456.x","title":"Effects of low and high nutrients on the competitive hierarchy of 26 shoreline plants","year":2000,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":131,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Nutrient; Biology; Ecology; Ranking (information retrieval); Shore; Plant community; Species richness; Computer science; Fishery","score_opus":0.0025970359259448856,"score_gpt":0.18061597108758384,"score_spread":0.17801893516163897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059798226","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":[0.99852836,0.000019688136,0.000012154339,0.00025604945,0.00012677658,0.00011791902,0.000010748571,0.0000014866463,0.0009268452],"genre_scores_gemma":[0.99957585,0.00016591123,0.00006743286,0.00008221183,0.00002575233,0.000001027004,6.7351647e-7,0.0000055074684,0.00007562337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924356,0.00010960283,0.0003009537,0.00007308042,0.00015144891,0.0001213321],"domain_scores_gemma":[0.9990903,0.00053665234,0.00023882528,0.00007312791,0.000011351378,0.000049716054],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027131033,0.00006820937,0.00023946523,0.000037148686,0.00003031557,0.0000027485764,0.00014735942,0.000047925794,0.0009489754],"category_scores_gemma":[0.00005142972,0.00004264026,0.000041439158,0.000059783724,0.00013732248,0.00004169233,0.00005704438,0.00012491635,0.000026695456],"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":[0.004571543,0.0035214247,0.9045447,0.00050330785,0.00046442365,0.00054067414,0.0028053161,0.01020627,0.027400969,0.003111095,0.0046574897,0.037672773],"study_design_scores_gemma":[0.001533066,0.0017386328,0.9887076,0.00017054673,0.000028307486,0.00013847489,0.00007904237,0.0012863843,0.0042178473,0.0013509355,0.00066497084,0.00008416189],"about_ca_topic_score_codex":0.000028388626,"about_ca_topic_score_gemma":0.00025190756,"teacher_disagreement_score":0.08416291,"about_ca_system_score_codex":0.0000463697,"about_ca_system_score_gemma":0.000008179651,"threshold_uncertainty_score":0.9999643},"labels":[],"label_agreement":null},{"id":"W2059857979","doi":"10.1007/s11273-013-9332-4","title":"Common reed (Phragmites australis) invasion and amphibian distribution in freshwater wetlands","year":2013,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Phragmites; Wetland; Ecology; Abundance (ecology); Habitat; Amphibian; Biology; Invasive species; Population","score_opus":0.00608525204642389,"score_gpt":0.19587826301085137,"score_spread":0.1897930109644275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059857979","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":[0.99314016,0.00000900327,0.000056164827,0.0011751831,0.00009640938,0.0005501749,0.000019804316,0.00003223069,0.004920878],"genre_scores_gemma":[0.9978743,0.0002648204,0.00017806585,0.0001745067,0.000015087454,0.00010027006,0.00021000703,0.00000888771,0.0011740411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998882,0.000053818825,0.0002521963,0.0003602227,0.0001036009,0.0003481763],"domain_scores_gemma":[0.99960893,0.00003908467,0.000060110026,0.00018389942,0.0000037158886,0.00010428458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025916006,0.00016330119,0.00020476515,0.00006308567,0.00012836694,0.000056634948,0.00011339212,0.0001177262,0.0006839032],"category_scores_gemma":[0.0000065296285,0.00013803197,0.00002133432,0.00012006716,0.000110979556,0.00023001307,0.0005069521,0.000110253786,0.00015926495],"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":[0.000022409236,0.00005753409,0.9906475,0.000048988994,0.00001367664,0.000026073329,0.000085210086,0.000058371672,0.00014204094,0.00065617793,0.0048139812,0.0034280356],"study_design_scores_gemma":[0.0008525171,0.0001086436,0.9848414,0.000022638087,0.000017660554,0.000016824059,0.00011505795,0.004056381,0.000022720258,0.0017288364,0.008040382,0.00017693549],"about_ca_topic_score_codex":0.0009668634,"about_ca_topic_score_gemma":0.12688364,"teacher_disagreement_score":0.12591678,"about_ca_system_score_codex":0.00009716955,"about_ca_system_score_gemma":0.0000013376333,"threshold_uncertainty_score":0.88904846},"labels":[],"label_agreement":null},{"id":"W2059893598","doi":"10.1111/j.1365-2745.2005.01086.x","title":"A biotic agent promotes large‐scale catastrophic change in the coastal marshes of Hudson Bay","year":2005,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":197,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ministry of Natural Resources and Forestry","funders":"U.S. Geological Survey; Natural Sciences and Engineering Research Council of Canada; Arctic Goose Joint Venture","keywords":"Normalized Difference Vegetation Index; Marsh; Salt marsh; Vegetation (pathology); Bay; Environmental science; Physical geography; Ecology; Intertidal zone; Erosion; Sediment; Ecosystem; Wetland; Hydrology (agriculture); Climate change; Oceanography; Geology; Geography; Biology; Geomorphology","score_opus":0.012370175756573318,"score_gpt":0.23291164411669024,"score_spread":0.22054146836011693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059893598","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":[0.9974966,0.00004083378,0.000047464422,0.0017986108,0.00015200448,0.00017453302,0.000019902262,0.0000020855407,0.00026793295],"genre_scores_gemma":[0.99907565,0.000030674484,0.00060028775,0.00013720753,0.00010890666,0.000004345192,0.000002542584,0.000006641631,0.000033763885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889445,0.00013728449,0.00041428566,0.00009884037,0.00019589074,0.00025926266],"domain_scores_gemma":[0.9994099,0.00008359456,0.0003128957,0.00013054976,0.000011147417,0.000051909745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079448853,0.000089122674,0.00023001111,0.00007013424,0.000036893358,0.00000890843,0.00029948252,0.00006315109,0.0006609296],"category_scores_gemma":[0.000040870415,0.000058952046,0.00007538607,0.00015278495,0.00006749194,0.00015173423,0.00014519141,0.00018312,0.000056315537],"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":[0.00005025474,0.000517668,0.99122167,0.000022454407,0.000013776975,0.00006922299,0.002927836,0.0007487243,0.0015130219,0.000019491135,0.00028420263,0.0026116658],"study_design_scores_gemma":[0.00058277335,0.00050727517,0.99136025,0.00002583821,0.000020002388,0.0003816619,0.0005967893,0.0047857543,0.000100678706,0.000090312045,0.0014751708,0.000073510026],"about_ca_topic_score_codex":0.00010135505,"about_ca_topic_score_gemma":0.07600197,"teacher_disagreement_score":0.075900614,"about_ca_system_score_codex":0.00009059156,"about_ca_system_score_gemma":0.0000147990095,"threshold_uncertainty_score":0.9408586},"labels":[],"label_agreement":null},{"id":"W2060096924","doi":"10.1016/j.csr.2008.09.009","title":"A two-dimensional horizontal wave propagation and mud mass transport model","year":2008,"lang":"en","type":"article","venue":"Continental Shelf Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Wave flume; Geology; Dissipation; Bathymetry; Mechanics; Flume; Wave propagation; Stokes drift; Geotechnical engineering; Breaking wave; Wave height; Flow (mathematics); Physics; Optics","score_opus":0.03643303539318823,"score_gpt":0.2704986890047447,"score_spread":0.23406565361155648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060096924","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":[0.98449636,0.000034524684,0.000582322,0.00021177284,0.00005375307,0.0005327722,0.000032924927,0.000038894388,0.014016653],"genre_scores_gemma":[0.9954351,0.000017059354,0.001404562,0.000019317431,0.000048888603,0.00004881325,0.000047301557,0.00002533934,0.0029535983],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99763423,0.0000814197,0.0002571036,0.00049241865,0.0009817691,0.00055305776],"domain_scores_gemma":[0.99940664,0.00005257386,0.000037174967,0.00022366391,0.000032483422,0.00024743838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006512728,0.0001642086,0.00018368772,0.00008097059,0.00043522037,0.000025921508,0.0001642006,0.00007684271,0.00043901242],"category_scores_gemma":[0.00002665845,0.00014708805,0.000060855848,0.00026895935,0.00041395015,0.0002327452,0.00026310649,0.00032648086,0.00026612153],"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":[0.00064073625,0.00047938456,0.56727016,0.00008468634,0.00004413368,0.0008707859,0.001494912,0.00781983,0.41144735,0.00069570006,0.0017968791,0.007355413],"study_design_scores_gemma":[0.001894166,0.00027979395,0.15771057,0.000041782718,0.000010030481,0.0004828318,0.00016453999,0.83502215,0.0026177387,0.00074079155,0.000603889,0.00043169424],"about_ca_topic_score_codex":0.00080470316,"about_ca_topic_score_gemma":0.0011159823,"teacher_disagreement_score":0.8272023,"about_ca_system_score_codex":0.00023238645,"about_ca_system_score_gemma":0.000036777124,"threshold_uncertainty_score":0.5998076},"labels":[],"label_agreement":null},{"id":"W2060792463","doi":"10.1007/s10533-013-9905-6","title":"Storm event patterns of particulate organic carbon (POC) for large storms and differences with dissolved organic carbon (DOC)","year":2013,"lang":"en","type":"article","venue":"Biogeochemistry","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":93,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatoon Medical Imaging; University of Saskatchewan","funders":"University of Delaware; National Science Foundation","keywords":"Dissolved organic carbon; Storm; Environmental science; Surface runoff; Hydrology (agriculture); Total organic carbon; Geology; Environmental chemistry; Oceanography; Chemistry; Ecology","score_opus":0.004538420124714029,"score_gpt":0.18002306464523354,"score_spread":0.1754846445205195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060792463","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":[0.9991018,0.000040092804,0.000087533306,0.000064185835,0.000068399975,0.00038102665,0.00008665528,0.000032187767,0.00013811063],"genre_scores_gemma":[0.99949586,0.00001648065,0.000034964298,0.0000090793765,0.00003211317,0.00006025394,0.00004032807,0.000024361623,0.0002865583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874645,0.000012784386,0.00025503186,0.00036847225,0.00023579503,0.00038144935],"domain_scores_gemma":[0.9993391,0.00003630252,0.00016324037,0.00028608795,0.000019915877,0.0001553687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010096194,0.00021800934,0.0002617691,0.0000136922445,0.000059450114,0.000026665526,0.00016326757,0.00010292068,0.00052310666],"category_scores_gemma":[0.000021728445,0.00016152274,0.000042966094,0.00010154356,0.0000525033,0.000062562176,0.00020309203,0.00007851713,0.000006203407],"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":[0.000014660365,0.000069626134,0.7460324,0.00012732371,0.000023530387,0.0000013621029,0.00015367243,0.0000012086379,0.25348577,0.000001037313,0.000011076463,0.000078315294],"study_design_scores_gemma":[0.0011904998,0.00023082252,0.8397273,0.00014074951,0.000088785164,0.000020240472,0.0007595477,0.011814608,0.14533986,0.00010409705,0.00006469756,0.00051880744],"about_ca_topic_score_codex":0.0019839965,"about_ca_topic_score_gemma":0.0047025573,"teacher_disagreement_score":0.10814592,"about_ca_system_score_codex":0.00012680146,"about_ca_system_score_gemma":0.000015927451,"threshold_uncertainty_score":0.6586706},"labels":[],"label_agreement":null},{"id":"W2060884358","doi":"10.1016/s0380-1330(05)70296-3","title":"Rapid Plant Community Response to a Water Level Peak in Northern Lake Huron Coastal Wetlands","year":2005,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":50,"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":"Nature Conservancy; National Oceanic and Atmospheric Administration; U.S. Environmental Protection Agency","keywords":"Dominance (genetics); Quadrat; Carex; Wetland; Transect; Typha; Environmental science; Cyperaceae; Water level; Phragmites; Hydrology (agriculture); Ecology; Biology; Geography; Poaceae; Geology","score_opus":0.058901166016759834,"score_gpt":0.30256244392600407,"score_spread":0.24366127790924424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060884358","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":[0.9942001,0.000011268907,0.000038519673,0.0023932392,0.00006742808,0.00021754857,0.00010812233,0.000008098801,0.0029556903],"genre_scores_gemma":[0.9970672,0.000025050063,0.00017193437,0.00005729686,0.0001076631,0.0000066335583,0.000015313582,0.00002402948,0.0025248565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958273,0.0014950918,0.0005762536,0.00017536477,0.0012081373,0.0007178263],"domain_scores_gemma":[0.9986457,0.00043548484,0.000080848724,0.000404812,0.00008205096,0.00035109874],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008113603,0.00016686266,0.00031757972,0.00040252262,0.000297307,0.00009636816,0.0007642999,0.0000944176,0.0011445058],"category_scores_gemma":[0.00029675546,0.00011314039,0.00009967797,0.00039423103,0.00013764252,0.0003209805,0.0007722913,0.0012173343,0.0006599538],"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":[0.0096263625,0.00070614694,0.887065,0.00004224311,0.000043633532,0.0006958614,0.009826122,0.0058968193,0.050582536,0.0000029929588,0.0044604135,0.031051854],"study_design_scores_gemma":[0.002202889,0.0018590089,0.8486965,0.00017762657,0.000008431527,0.0007519415,0.0016163051,0.0019953647,0.0017866016,0.00006524571,0.140528,0.00031210366],"about_ca_topic_score_codex":0.00089073816,"about_ca_topic_score_gemma":0.71368754,"teacher_disagreement_score":0.7127968,"about_ca_system_score_codex":0.00051117205,"about_ca_system_score_gemma":0.000058450987,"threshold_uncertainty_score":0.99976856},"labels":[],"label_agreement":null},{"id":"W2061456393","doi":"10.1007/s13157-011-0209-0","title":"Loss and Fragmentation of Marshes in the Sanjiang Plain, Northeast China, 1954–2005","year":2011,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":155,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Marsh; Sanjiang Plain; Wetland; Fragmentation (computing); Land reclamation; Period (music); Geography; Landscape ecology; Environmental science; Agriculture; Physical geography; Ecology; Hydrology (agriculture); Biology; Geology; Habitat; Archaeology","score_opus":0.008504623787169402,"score_gpt":0.19305168480809748,"score_spread":0.18454706102092808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061456393","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":[0.98214436,0.000014613508,0.00011238599,0.000105661435,0.000042597683,0.00013599153,0.000012798688,0.000007555516,0.017424043],"genre_scores_gemma":[0.99961126,0.000023085928,0.00016661004,0.000047344813,0.000012965489,0.000008986036,0.00001242708,0.0000063105904,0.00011099249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993284,0.000042762367,0.0001684136,0.00014126339,0.00015758007,0.00016163335],"domain_scores_gemma":[0.9997233,0.000024544954,0.00006081406,0.00015576385,0.0000017438933,0.00003379685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028611155,0.000082546314,0.00009981231,0.000028788074,0.00004717594,0.00001046769,0.00014745908,0.000035489455,0.0004846195],"category_scores_gemma":[0.0000072692437,0.000056982622,0.000021803346,0.000113245886,0.000070858,0.00011315013,0.000083390456,0.0000655819,0.0000351581],"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":[0.00002566045,0.00004598396,0.9935,0.000011975162,0.0000031181305,0.000007255206,0.0033562728,0.000048358746,0.00010068301,0.0000799111,0.000117050215,0.0027037289],"study_design_scores_gemma":[0.0002775877,0.00004649772,0.9963201,0.00001502283,0.0000056072563,0.000020828065,0.0005627387,0.0018713943,0.000045295288,0.00040770648,0.0003519748,0.000075210366],"about_ca_topic_score_codex":0.00182056,"about_ca_topic_score_gemma":0.02243443,"teacher_disagreement_score":0.02061387,"about_ca_system_score_codex":0.000028430442,"about_ca_system_score_gemma":0.0000029038893,"threshold_uncertainty_score":0.9954036},"labels":[],"label_agreement":null},{"id":"W2061859149","doi":"10.1139/z06-121","title":"Spatial structure of a diving duck (<i>Aythya</i>, <i>Oxyura</i>) guild: how does habitat structure and competition influence diving duck habitat use within northern prairie wetlands?","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Water Resources Research Institute, North Carolina State University; Directorate for Biological Sciences; North Dakota State University","keywords":"Aythya; Biology; Guild; Ecology; Foraging; Anatidae; Competition (biology); Waterfowl; Predation; Habitat","score_opus":0.0030500814499611435,"score_gpt":0.16453025012450395,"score_spread":0.16148016867454282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061859149","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":[0.997562,0.000065584274,0.0003482133,0.00087321416,0.0005899933,0.00019693041,0.0003224217,0.00000897887,0.000032687843],"genre_scores_gemma":[0.99830025,0.0000037043326,0.0012751215,0.00012698404,0.0001633607,8.96279e-7,0.000026973199,0.00003111359,0.00007157508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980742,0.00013788015,0.00062626373,0.0003275837,0.00031080676,0.0005233061],"domain_scores_gemma":[0.9982213,0.00018878386,0.0007639691,0.00028001165,0.000107284075,0.0004386542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021096025,0.0002975927,0.0005002932,0.0002064557,0.0002447767,0.00014747909,0.00037437314,0.0002141356,0.00011426132],"category_scores_gemma":[0.00033866454,0.00023311882,0.000090600646,0.00021261197,0.00048560594,0.00067835196,0.000119053715,0.0004436358,0.0000029931832],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027876777,0.000008698537,0.9798867,0.000042841944,0.00002838817,0.00015215893,0.0006782818,0.0068535497,0.011861614,0.000096316064,0.000120672536,0.00024287867],"study_design_scores_gemma":[0.00058387883,0.00019577023,0.9938066,0.00012272438,0.000053776374,0.0010174738,0.0002979999,0.00045474494,0.00046157374,0.0025730252,0.00015485787,0.0002775745],"about_ca_topic_score_codex":0.055904567,"about_ca_topic_score_gemma":0.98590124,"teacher_disagreement_score":0.92999667,"about_ca_system_score_codex":0.00031086273,"about_ca_system_score_gemma":0.00019656979,"threshold_uncertainty_score":0.9506309},"labels":[],"label_agreement":null},{"id":"W2063826091","doi":"10.1016/j.geomorph.2013.12.029","title":"The impact of watershed management on coastal morphology: A case study using an integrated approach and numerical modeling","year":2014,"lang":"en","type":"article","venue":"Geomorphology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada; National Research Foundation","keywords":"Watershed; Erosion; Hydrology (agriculture); Land cover; Sediment transport; Geology; Watershed management; Shore; Sedimentary budget; Sediment; Land use; Geomorphology; Ecology; Oceanography","score_opus":0.022176056877497317,"score_gpt":0.26191671517681736,"score_spread":0.23974065829932004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063826091","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":[0.9515698,0.0000020166892,0.047602434,0.000011147393,0.000049893366,0.0004132275,0.000017589127,0.000020696605,0.00031321787],"genre_scores_gemma":[0.9988662,0.0000011676555,0.0010241999,0.00001732771,0.000010747799,0.000016454687,0.000025221103,0.00001770482,0.000020968491],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998489,0.00033159493,0.00028335644,0.0004011232,0.00013584051,0.00035906368],"domain_scores_gemma":[0.9993408,0.000050297705,0.00009232978,0.00040141796,0.000010403716,0.000104793246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006496971,0.00018571298,0.00026910187,0.000049095233,0.00021881249,0.000025720683,0.00019466005,0.0000682727,0.00007257787],"category_scores_gemma":[0.0000138539035,0.00011457132,0.00004931389,0.00015065473,0.00017576199,0.00006582528,0.00037599166,0.00015365407,0.000014204028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042791883,0.0012736868,0.12636384,0.000013063634,0.00014628317,0.0013240929,0.0017389833,0.8570599,0.0017560817,0.000048888756,0.000053627093,0.009793652],"study_design_scores_gemma":[0.00074144965,0.0010843523,0.0043678023,0.0000024006945,0.000034129072,0.0037607271,0.003947546,0.9858476,0.0000062691015,0.000064682565,0.000009083542,0.00013397081],"about_ca_topic_score_codex":0.02128595,"about_ca_topic_score_gemma":0.0011744485,"teacher_disagreement_score":0.1287877,"about_ca_system_score_codex":0.00009577054,"about_ca_system_score_gemma":0.0000045130364,"threshold_uncertainty_score":0.9852314},"labels":[],"label_agreement":null},{"id":"W2063882753","doi":"10.1007/s00284-005-4584-8","title":"Plant Growth–Promoting Bacteria Facilitate the Growth of the Common Reed Phragmites australisin the Presence of Copper or Polycyclic Aromatic Hydrocarbons","year":2005,"lang":"en","type":"article","venue":"Current Microbiology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Phragmites; Biology; Bacteria; Plant growth; Copper; Botany; Environmental chemistry; Biotechnology; Ecology; Chemistry; Wetland; Organic chemistry; Genetics","score_opus":0.018825635010292514,"score_gpt":0.2287038584645828,"score_spread":0.20987822345429027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063882753","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":[0.9972025,0.00011800042,0.000011910096,0.0014137982,0.00034924163,0.0005031149,0.0001965913,0.00001583963,0.00018900813],"genre_scores_gemma":[0.9996496,0.000031456,0.000036990423,0.000043166554,0.00003076327,0.000017814298,0.000036110298,0.000010784518,0.00014334434],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99829745,0.00040835436,0.0005459281,0.00026881383,0.000106228676,0.00037323034],"domain_scores_gemma":[0.99859995,0.00048142677,0.00036001878,0.00051504455,0.0000036246777,0.00003995666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004602971,0.00020389589,0.00029571037,0.000024235838,0.00017482835,0.000015384963,0.000993037,0.00007470879,0.000081721584],"category_scores_gemma":[0.00013696295,0.000089811554,0.00012059037,0.00024438975,0.00072381366,0.00008096275,0.0005766647,0.00024218108,0.000056095436],"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":[0.00007739241,0.00018316599,0.1180255,0.00007981469,0.000048664806,8.302497e-7,0.003544382,0.000048556132,0.8738252,0.00005944762,0.0028268506,0.001280227],"study_design_scores_gemma":[0.0039193328,0.0010238352,0.60840136,0.0018654749,0.0005630414,0.0013853357,0.0022945022,0.023653945,0.32370192,0.0028097276,0.028353054,0.0020285153],"about_ca_topic_score_codex":0.0005449983,"about_ca_topic_score_gemma":0.0030760793,"teacher_disagreement_score":0.5501233,"about_ca_system_score_codex":0.00007076282,"about_ca_system_score_gemma":0.00001708864,"threshold_uncertainty_score":0.3662409},"labels":[],"label_agreement":null},{"id":"W2066022217","doi":"10.1139/b06-100","title":"Do seed banks confer resilience to coastal wetlands invaded by <i>Typha</i> ×<i>glauca</i>?","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":37,"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":"Wisconsin Sea Grant Institute, University of Wisconsin; University of Wisconsin-Madison; U.S. Environmental Protection Agency","keywords":"Wetland; Typha; Bay; Ecology; Species richness; Vegetation (pathology); Propagule; Threatened species; Soil seed bank; Geography; Environmental science; Biology; Seedling; Habitat; Agronomy","score_opus":0.003712243180773794,"score_gpt":0.17789347589204427,"score_spread":0.17418123271127048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066022217","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":[0.9765112,0.000108993736,0.0014930225,0.00095506816,0.0004693984,0.00018207339,0.00015566709,0.000010718493,0.020113897],"genre_scores_gemma":[0.99613684,0.0000049944865,0.0003105959,0.00064096466,0.00013528489,0.0000028081793,0.0000066840134,0.000027485174,0.0027343426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803233,0.000061818944,0.00056439574,0.0002681623,0.00042524235,0.0006480214],"domain_scores_gemma":[0.99822944,0.00004770597,0.000218197,0.00027567332,0.000046860332,0.001182108],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004480724,0.00021852541,0.00031050612,0.00012201203,0.00020380199,0.00016504238,0.00054128456,0.00010699382,0.0011993148],"category_scores_gemma":[0.0000665903,0.0002050109,0.00010672289,0.0003991704,0.00013907113,0.00029020727,0.00007240462,0.00027494837,0.0002792057],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056905355,0.00003801991,0.7870264,0.00000835025,0.00001709835,0.00042732435,0.00025397362,0.0016409927,0.03180397,0.000099498204,0.17688465,0.0017428235],"study_design_scores_gemma":[0.0019165772,0.00057989365,0.53522366,0.00018920902,0.00006376731,0.0013040297,0.00043224072,0.0012164516,0.0021320458,0.0009084879,0.4549925,0.0010411592],"about_ca_topic_score_codex":0.036305398,"about_ca_topic_score_gemma":0.6434248,"teacher_disagreement_score":0.60711944,"about_ca_system_score_codex":0.0004503246,"about_ca_system_score_gemma":0.000273891,"threshold_uncertainty_score":0.9997137},"labels":[],"label_agreement":null},{"id":"W2066144081","doi":"10.1017/s0376892910000184","title":"Soil carbon may be maintained under grazing in a St Lawrence Estuary tidal marsh","year":2009,"lang":"en","type":"article","venue":"Environmental Conservation","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Salt marsh; Soil carbon; Grazing; Marsh; Agronomy; Soil organic matter; Estuary; Wetland; Ecology; Soil water; Biology; Soil science","score_opus":0.009346948706655698,"score_gpt":0.20181716575500286,"score_spread":0.19247021704834716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066144081","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":[0.9913585,0.000015535228,0.00019878194,0.0021403225,0.00008306483,0.00032520233,0.000021583555,0.000053138912,0.0058038277],"genre_scores_gemma":[0.99727976,0.000031543146,0.00033296604,0.0015424826,0.000024236797,0.000019031559,0.00014760383,0.000019330817,0.000603059],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983375,0.000090398644,0.0003539041,0.0004451072,0.00038280463,0.00039027937],"domain_scores_gemma":[0.9994386,0.000061554376,0.00011327773,0.000285861,0.000001035699,0.00009968881],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029662225,0.00022715058,0.00018390744,0.000059613336,0.000103307924,0.000035319623,0.00019702157,0.00010471298,0.0004672692],"category_scores_gemma":[0.000017039663,0.00024604824,0.00005028291,0.0002016553,0.00011150611,0.00031076514,0.00016563342,0.00018738989,0.00011717788],"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":[0.00006380462,0.0002523989,0.9743995,0.0000056064036,0.0000058460255,0.00004132071,0.00021733917,0.00257063,0.018766081,0.00020107656,0.00017261332,0.0033037458],"study_design_scores_gemma":[0.0006177899,0.00013662403,0.9632954,0.000029495306,0.000009037475,0.000024472174,0.0003301607,0.033243492,0.00026197883,0.0011967575,0.0005591728,0.0002956203],"about_ca_topic_score_codex":0.001051235,"about_ca_topic_score_gemma":0.0043553645,"teacher_disagreement_score":0.030672861,"about_ca_system_score_codex":0.0008317071,"about_ca_system_score_gemma":0.000010069417,"threshold_uncertainty_score":0.99999917},"labels":[],"label_agreement":null},{"id":"W2067387097","doi":"10.1016/j.jenvman.2014.07.007","title":"Modeling catchment nutrients and sediment loads to inform regional management of water quality in coastal-marine ecosystems: A comparison of two approaches","year":2014,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"National Centre for Biological Sciences; National Oceanic and Atmospheric Administration; Secretaría de Medio Ambiente y Recursos Naturales; James Cook University","keywords":"Environmental science; Hydrology (agriculture); Sediment; Water quality; Surface runoff; Ecosystem; Erosion; Environmental resource management; Water resource management; Ecology; Geology","score_opus":0.025835073274567234,"score_gpt":0.252816080969323,"score_spread":0.22698100769475577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067387097","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":[0.99051774,0.000028420924,0.005589028,0.00015848901,0.00010813317,0.00068779435,0.000012685084,0.0000043093823,0.0028934295],"genre_scores_gemma":[0.99538463,0.0000733493,0.0042484733,0.000038853508,0.000017470898,0.00002231197,0.000017858867,0.000018117871,0.0001789158],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9965643,0.000100037265,0.0016179803,0.00031571696,0.0010426095,0.0003593381],"domain_scores_gemma":[0.99894905,0.00002356764,0.00049371796,0.00034097562,0.0000056290455,0.00018708647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014630542,0.00026622816,0.0006140905,0.00020308729,0.00005795615,0.000019166724,0.00035552392,0.000046492212,0.00015203413],"category_scores_gemma":[0.000002139435,0.00021441115,0.00012051195,0.00014461452,0.00007946862,0.00022415472,0.0015046118,0.0001368495,0.000023339573],"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":[0.00071673316,0.0026478756,0.45689186,0.0012061724,0.00042040303,0.000024713328,0.0029663977,0.49329522,0.0023002978,0.000946286,0.000114774215,0.038469266],"study_design_scores_gemma":[0.017846614,0.0029729123,0.43422633,0.0017380513,0.0006021158,0.00007248694,0.022382619,0.50287616,0.0057366425,0.002547106,0.0072754677,0.0017235117],"about_ca_topic_score_codex":0.00036463692,"about_ca_topic_score_gemma":0.00056054763,"teacher_disagreement_score":0.036745757,"about_ca_system_score_codex":0.000504205,"about_ca_system_score_gemma":0.0000021300368,"threshold_uncertainty_score":0.8743433},"labels":[],"label_agreement":null},{"id":"W2067597773","doi":"10.1007/s10530-013-0481-4","title":"Regional differences in the abundance of native, introduced, and hybrid Typha spp. in northeastern North America influence wetland invasions","year":2013,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Trent University","keywords":"Typha; Biology; Hybrid; Wetland; Invasive species; Typha angustifolia; Ecology; Habitat; Introduced species; Abundance (ecology); Temperate climate; Range (aeronautics); Taxon; Botany","score_opus":0.06672404384219317,"score_gpt":0.21887750375679285,"score_spread":0.15215345991459966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067597773","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":[0.9981654,0.000045773573,0.000038782175,0.00082321436,0.000024681683,0.00039635904,0.0000374339,0.000010792148,0.0004575195],"genre_scores_gemma":[0.9992125,0.0002496253,0.00012645122,0.0002663622,0.000013882751,0.000074125666,0.000022606777,0.0000042229694,0.00003024853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998662,0.00016108851,0.00035055052,0.0003591781,0.00019449959,0.00027270304],"domain_scores_gemma":[0.99905366,0.0004929019,0.000118223244,0.0002405028,0.000013754224,0.000080962636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015211069,0.00015604134,0.0002513255,0.000053761392,0.00009477871,0.000032750853,0.00041500496,0.00005459498,0.00029196593],"category_scores_gemma":[0.0002562796,0.00008688752,0.000036669695,0.00040512232,0.0005235165,0.00019080647,0.0003706846,0.00022033446,0.00014427702],"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":[0.000011724424,0.0001197164,0.9959849,0.000004868768,0.0000024781416,0.0000052678497,0.000276352,0.0001522027,0.0009454384,0.00003291071,0.00010709606,0.0023570294],"study_design_scores_gemma":[0.00017872456,0.0001219603,0.9965743,0.000034263972,0.0000018052934,0.000015948748,0.00039225275,0.001227894,0.0000081979915,0.00086809293,0.00045330517,0.00012330043],"about_ca_topic_score_codex":0.0028849056,"about_ca_topic_score_gemma":0.017459389,"teacher_disagreement_score":0.014574482,"about_ca_system_score_codex":0.00003778941,"about_ca_system_score_gemma":0.0000120722325,"threshold_uncertainty_score":0.9742748},"labels":[],"label_agreement":null},{"id":"W2068648551","doi":"10.1016/s0037-0738(02)00192-6","title":"Organic matter deposition in the Saskatchewan River floodplain (Cumberland Marshes, Canada): effects of progradational avulsions","year":2003,"lang":"en","type":"article","venue":"Sedimentary Geology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Geological Society of America; National Science Foundation","keywords":"Progradation; Geology; Floodplain; Alluvium; Peat; Alluvial fan; Deposition (geology); Clastic rock; Alluvial plain; Geochemistry; Organic matter; Sediment; Hydrology (agriculture); Geomorphology; Sedimentary depositional environment; Sedimentary rock; Paleontology; Ecology","score_opus":0.0015714963827187908,"score_gpt":0.15946052309979872,"score_spread":0.15788902671707994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068648551","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":[0.99725175,0.00002199983,0.000098290024,0.0006431116,0.00018722296,0.0003752655,0.000010430399,0.000004875817,0.0014070729],"genre_scores_gemma":[0.99822146,0.0000019253544,0.00047371435,0.00096073654,0.000011225457,0.000028243143,0.00009708063,0.000007428374,0.00019821414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998924,0.00022488549,0.00019852605,0.00019211002,0.00022182219,0.00023865631],"domain_scores_gemma":[0.99957407,0.00014503683,0.00006111892,0.0001756044,0.0000037353207,0.000040436615],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016681234,0.00010633169,0.00012383558,0.000024857156,0.0000705479,0.0000042263528,0.00015095458,0.000048917445,0.0026870496],"category_scores_gemma":[0.00000909377,0.0000829042,0.00002307055,0.00016374073,0.00009447844,0.000067600566,0.00006998858,0.00010512523,0.000087498156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012892177,0.0001125173,0.9921709,0.00002526064,0.00001675815,0.000045110643,0.00050198147,0.00018279014,0.002046677,0.000032573837,0.004562607,0.00028996752],"study_design_scores_gemma":[0.0010037323,0.00014841344,0.9913731,0.000022760234,0.000040189807,0.00022987725,0.00075034617,0.0005301526,0.0027165876,0.00083948224,0.002126183,0.00021912444],"about_ca_topic_score_codex":0.4048292,"about_ca_topic_score_gemma":0.93781984,"teacher_disagreement_score":0.53299063,"about_ca_system_score_codex":0.00018455046,"about_ca_system_score_gemma":0.00005366225,"threshold_uncertainty_score":0.9982246},"labels":[],"label_agreement":null},{"id":"W2069607036","doi":"10.1002/hyp.228","title":"Rethinking what constitutes suspended sediment","year":2001,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":403,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Flocculation; Sediment; Environmental science; Extracellular polymeric substance; Sedimentation; Detritus; Environmental chemistry; Environmental engineering; Chemistry; Geology","score_opus":0.021095944472584022,"score_gpt":0.22730345688383388,"score_spread":0.20620751241124985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069607036","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":[0.94371456,0.00030147095,0.00065102545,0.0011888889,0.00018254615,0.00021848589,0.0000016403014,0.00019480291,0.053546607],"genre_scores_gemma":[0.99782336,0.000478344,0.00038378808,0.00073200447,0.000048373444,0.000022740503,0.000011157502,0.000008421982,0.00049179373],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986765,0.000035381505,0.00021837151,0.00039256038,0.00030795092,0.00036925697],"domain_scores_gemma":[0.99947834,0.00013118966,0.00007491077,0.00018380205,0.00001183787,0.000119914715],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024165092,0.00016263142,0.00017999581,0.000019160898,0.00018387429,0.00013545848,0.0002804088,0.00010885106,0.005769936],"category_scores_gemma":[0.00016693836,0.00011978669,0.000037468406,0.0002943803,0.00022234072,0.0006333733,0.00031900386,0.0001494652,0.0010572232],"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":[0.00055477594,0.0014024078,0.8891579,0.00039025478,0.00010235907,0.001561451,0.003000384,0.03648931,0.005099077,0.0038560983,0.0051230025,0.05326297],"study_design_scores_gemma":[0.003944454,0.0019932424,0.03027325,0.00054577,0.00015808371,0.0023424043,0.0015357431,0.07356999,0.0056294072,0.49127662,0.38502857,0.0037024533],"about_ca_topic_score_codex":0.00006415789,"about_ca_topic_score_gemma":0.0007100855,"teacher_disagreement_score":0.85888463,"about_ca_system_score_codex":0.0000842567,"about_ca_system_score_gemma":0.000014411729,"threshold_uncertainty_score":0.9997206},"labels":[],"label_agreement":null},{"id":"W2070131248","doi":"10.1029/2005eo060002","title":"Salt marsh geomorphology: Physical and ecological effects on landform","year":2005,"lang":"en","type":"article","venue":"Eos","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"U.S. Geological Survey","keywords":"Salt marsh; Marsh; Landform; Environmental science; Wetland; Biota; Brackish marsh; Ecology; Ecosystem; Sediment; Hydrology (agriculture); Geology; Oceanography; Geomorphology","score_opus":0.0035901632759703915,"score_gpt":0.20006890619689688,"score_spread":0.19647874292092649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070131248","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":[0.9880343,0.000003640288,0.000025333728,0.000386019,0.00005986032,0.00014369545,0.0000062811564,0.000035269648,0.011305592],"genre_scores_gemma":[0.9988331,0.0000035908417,0.00013806962,0.00039504425,0.00011622532,0.000013158151,0.0000065001473,0.0000064557694,0.00048782816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994155,0.000024179877,0.00006544485,0.00019402443,0.00010365066,0.00019718593],"domain_scores_gemma":[0.99968565,0.000105192325,0.000015470987,0.00011386592,9.571188e-7,0.000078841804],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007777598,0.00008712506,0.000113582915,0.000010151657,0.00005895983,0.000012363783,0.000078888654,0.00005049559,0.00042261957],"category_scores_gemma":[0.000019298874,0.000064776126,0.000025065527,0.00004157519,0.00004795072,0.00005397993,0.0001511508,0.00009640358,0.0017224],"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":[0.0001478535,0.0008635764,0.5218474,0.000052944262,0.000027343902,0.00019278028,0.00063387904,0.0011868215,0.010814677,0.00071615604,0.016745726,0.4467708],"study_design_scores_gemma":[0.00061093795,0.00052226585,0.9542966,0.0000112335565,0.000011454522,0.00005854225,0.00001092214,0.019471554,0.0011746673,0.0005538435,0.023051418,0.00022657112],"about_ca_topic_score_codex":0.00003720864,"about_ca_topic_score_gemma":0.0007143507,"teacher_disagreement_score":0.44654423,"about_ca_system_score_codex":0.000078659556,"about_ca_system_score_gemma":0.000001427487,"threshold_uncertainty_score":0.99905485},"labels":[],"label_agreement":null},{"id":"W2071330218","doi":"10.1007/s13157-014-0564-8","title":"Interspecific Competition for Space Between Wetland Plants with Clonal Growth","year":2014,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université de Sherbrooke; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Interspecific competition; Phragmites; Mesocosm; Competition (biology); Biology; Wetland; Ecology; Typha; Intraspecific competition; Plant ecology; Salinity; Ecosystem","score_opus":0.007385022544386587,"score_gpt":0.1954555216271769,"score_spread":0.1880704990827903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071330218","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":[0.91951346,0.000002435488,0.05611074,0.00045763474,0.00014671007,0.00030710053,0.00011709137,0.00007847121,0.023266327],"genre_scores_gemma":[0.99746823,0.000004508339,0.0012440509,0.00005013119,0.00024021305,0.000028304648,0.0002720891,0.00002605556,0.0006664098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998862,0.000034880803,0.00018042138,0.00034168808,0.00025141472,0.00032958022],"domain_scores_gemma":[0.99941325,0.00014296579,0.000088635905,0.0002110722,0.00001046543,0.00013361374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025545227,0.00017649368,0.00022450469,0.000042650136,0.000137586,0.000053092863,0.0002065781,0.000070101116,0.00028120328],"category_scores_gemma":[0.0000152584635,0.00013678387,0.00005200309,0.00008934201,0.000074255906,0.00013025204,0.00010061225,0.00009752365,0.00025498666],"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":[0.00016992907,0.00004119885,0.9922903,0.00003716182,0.000024199375,0.0000027055687,0.00015584589,0.00013901271,0.0005354559,0.0021681846,0.002754399,0.0016816156],"study_design_scores_gemma":[0.0040880446,0.0013024382,0.86314213,0.00015995115,0.00006719261,0.00007417599,0.00022499009,0.0135868965,0.00096758746,0.0048565953,0.110626586,0.00090342795],"about_ca_topic_score_codex":0.0001413458,"about_ca_topic_score_gemma":0.002390982,"teacher_disagreement_score":0.12914819,"about_ca_system_score_codex":0.00010045334,"about_ca_system_score_gemma":0.0000051813427,"threshold_uncertainty_score":0.55778843},"labels":[],"label_agreement":null},{"id":"W2072137740","doi":"10.1007/s10980-011-9629-8","title":"Relative influence of local- and landscape-level habitat quality on aquatic plant diversity in shallow open-water wetlands in Alberta’s boreal zone: direct and indirect effects","year":2011,"lang":"en","type":"article","venue":"Landscape Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"University of Alberta; Syncrude; Suncor Energy Incorporated","keywords":"Landscape ecology; Wetland; Habitat; Ecology; Land reclamation; Biological dispersal; Geography; Ecotope; Spatial heterogeneity; Environmental science; Woodland; Biology; Population","score_opus":0.01814620457616837,"score_gpt":0.22083606942897308,"score_spread":0.2026898648528047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072137740","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":[0.9846006,0.000009437976,0.000012764916,0.00005273067,0.000059413596,0.00046881754,0.000034802066,0.000009917428,0.01475154],"genre_scores_gemma":[0.99955726,0.000029723898,0.00010433921,0.00007510246,0.0000038937455,0.00003064859,0.00003093555,0.00001164134,0.00015648826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982671,0.0003032014,0.00037430043,0.0004962971,0.0001548056,0.0004042911],"domain_scores_gemma":[0.99868596,0.00084998365,0.00012838024,0.00021764614,0.000005179836,0.00011283992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007568599,0.00022015156,0.0005723342,0.00013403484,0.000091003036,0.000014045791,0.00028402597,0.00019039444,0.00010300151],"category_scores_gemma":[0.00011458321,0.00016742434,0.000027669108,0.00016736331,0.00016265172,0.00027490006,0.0013318864,0.0002077449,0.00003932986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041523794,0.0001802032,0.9941906,0.00006133445,0.000021412683,0.000060592247,0.004270714,0.00018441683,0.000084214465,0.00007300037,0.00002744512,0.00043086993],"study_design_scores_gemma":[0.002008316,0.00048770412,0.99403733,0.000063319356,0.000016972994,0.000014530585,0.00016062011,0.0021609848,0.00025354166,0.0005563226,0.0000137381085,0.00022663569],"about_ca_topic_score_codex":0.025890686,"about_ca_topic_score_gemma":0.72143626,"teacher_disagreement_score":0.69554555,"about_ca_system_score_codex":0.00009462799,"about_ca_system_score_gemma":0.000011901711,"threshold_uncertainty_score":0.980596},"labels":[],"label_agreement":null},{"id":"W2072194769","doi":"10.1139/b02-070","title":"Impact of flower harvesting on the salt marsh plant <i>Limonium carolinianum</i>","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Acadia University; Wilfrid Laurier University","funders":"","keywords":"Survivorship curve; Fecundity; Perennial plant; Biology; Population; Vital rates; Annual plant; Population growth; Marsh; Ecology; Demography; Wetland","score_opus":0.014075145244446613,"score_gpt":0.19262693972701148,"score_spread":0.17855179448256486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072194769","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":[0.9862643,0.000082860635,0.000020631916,0.00062217825,0.00027772505,0.00007919043,0.00010993321,0.0000027773112,0.012540408],"genre_scores_gemma":[0.99921906,0.000013503326,0.0000566484,0.00014613339,0.00010357658,6.3940206e-7,5.13082e-7,0.000015156595,0.00044475214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988558,0.000060542865,0.00037830518,0.000104969506,0.0002449664,0.0003553751],"domain_scores_gemma":[0.9988702,0.00011416576,0.00026671114,0.00022380112,0.000019554001,0.0005055935],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039294362,0.00012791819,0.00020289235,0.00006532312,0.0001253745,0.00004257264,0.00034928432,0.00005318804,0.0027128784],"category_scores_gemma":[0.00013446635,0.000083567764,0.00017237011,0.0001826498,0.00009244824,0.00012872939,0.000025037769,0.0002549292,0.00011292408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005835151,0.000061449995,0.9138509,0.000014148555,0.00013856539,0.0008219731,0.0016247921,0.012676333,0.0033227378,0.000084112966,0.05875253,0.008594092],"study_design_scores_gemma":[0.0012057112,0.0012425757,0.9375208,0.00051168574,0.0000976689,0.002258434,0.0003826096,0.030023295,0.00027717772,0.00032356143,0.025457112,0.00069938676],"about_ca_topic_score_codex":0.015170532,"about_ca_topic_score_gemma":0.16330494,"teacher_disagreement_score":0.1481344,"about_ca_system_score_codex":0.00048986136,"about_ca_system_score_gemma":0.00008930814,"threshold_uncertainty_score":0.99819875},"labels":[],"label_agreement":null},{"id":"W2072449699","doi":"10.1016/j.watres.2007.09.006","title":"Sediment–water exchange of Vibrio sp. and fecal indicator bacteria: Implications for persistence and transport in the Neuse River Estuary, North Carolina, USA","year":2007,"lang":"en","type":"article","venue":"Water Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":117,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell (Canada)","funders":"Foundation for the National Institutes of Health; National Science Foundation","keywords":"Estuary; Sediment; Turbidity; Water column; Turbidite; Indicator bacteria; Environmental science; Surface runoff; Fecal coliform; Environmental chemistry; Deposition (geology); Hydrology (agriculture); Water quality; Ecology; Biology; Chemistry; Geology","score_opus":0.04156132421561721,"score_gpt":0.28638245522026645,"score_spread":0.24482113100464925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072449699","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":[0.99822265,0.000014016023,0.0000864697,0.000720174,0.000016557638,0.0006716465,0.00005215578,0.0000038151675,0.00021248823],"genre_scores_gemma":[0.99945724,0.000030917316,0.00015948311,0.000029059838,0.000020081572,0.00006579057,0.000042750686,0.0000094508605,0.00018522913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872196,0.00005966431,0.00019503177,0.00028314273,0.0002592211,0.00048095617],"domain_scores_gemma":[0.9995806,0.000049860562,0.000017034416,0.00023909313,0.000015544036,0.00009782792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00140324,0.00009056949,0.00012216065,0.00008774347,0.00016042143,0.000020174373,0.00024658084,0.000053514963,0.00009901189],"category_scores_gemma":[0.000006132908,0.000051212537,0.000025547475,0.00013103195,0.00033331494,0.00013042419,0.00021989104,0.00013718475,0.00002601427],"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":[0.00006148966,0.000055718716,0.9681009,0.000060409828,0.000005212516,0.000005911895,0.008244416,0.000004236849,0.022498738,0.0000067960077,0.00003791466,0.00091822987],"study_design_scores_gemma":[0.00033284936,0.00012766504,0.995121,0.0000069767175,0.000006800933,0.000016959082,0.00018160477,0.00010261029,0.0020679045,0.00008107844,0.0018794365,0.000075124066],"about_ca_topic_score_codex":0.0017867531,"about_ca_topic_score_gemma":0.018857468,"teacher_disagreement_score":0.027020063,"about_ca_system_score_codex":0.000065961845,"about_ca_system_score_gemma":0.0000065343174,"threshold_uncertainty_score":0.99904585},"labels":[],"label_agreement":null},{"id":"W2073330744","doi":"10.1007/s11273-014-9366-2","title":"Assessing wetland mitigation efforts using standing vegetation and seed bank community structure in neighboring natural and compensatory wetlands in north-central Texas","year":2014,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"University of North Texas","keywords":"Wetland; Species richness; Vegetation (pathology); Plant community; Soil seed bank; Ecology; Environmental science; Species diversity; Floodplain; Hydrology (agriculture); Germination; Agronomy; Biology; Geology","score_opus":0.007679291941376355,"score_gpt":0.22207411024827328,"score_spread":0.21439481830689694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073330744","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":[0.9983691,0.000036227528,0.00026814573,0.000040081486,0.00018810033,0.0003656894,0.0000028003344,0.000019471941,0.0007103807],"genre_scores_gemma":[0.99920887,0.00007228241,0.00054402446,0.00007368872,0.000021206888,0.000006456531,0.000050922856,0.0000126589985,0.000009908531],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864995,0.00021707942,0.000306628,0.0003173119,0.00013028645,0.00037871758],"domain_scores_gemma":[0.9995246,0.000124642,0.00011832299,0.00014234656,0.0000051153365,0.000084992775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005501039,0.00019913547,0.00027401437,0.00016596881,0.00028752495,0.00010907152,0.000085013526,0.000104972154,0.000010855816],"category_scores_gemma":[0.000017915138,0.00019258742,0.000015158488,0.00018629713,0.00011953565,0.0004530319,0.00034223104,0.00032257123,7.7881066e-7],"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":[0.00002708065,0.000025281432,0.9934506,0.00018692769,0.000012619508,0.000014990263,0.00050380646,0.0021268814,0.00047496633,0.00019864294,0.0000015114194,0.0029767076],"study_design_scores_gemma":[0.0013856338,0.000045137283,0.89722645,0.00007981368,0.000025176956,0.000022312175,0.00027401824,0.10026422,0.000012463146,0.00040780203,0.00006639984,0.00019058381],"about_ca_topic_score_codex":0.00050446804,"about_ca_topic_score_gemma":0.16508362,"teacher_disagreement_score":0.16457915,"about_ca_system_score_codex":0.00022734582,"about_ca_system_score_gemma":0.000005041836,"threshold_uncertainty_score":0.8501514},"labels":[],"label_agreement":null},{"id":"W2073758994","doi":"10.1007/s13157-014-0520-7","title":"Soil Phosphorus Dynamics and Saltwater Intrusion in a Florida Estuary","year":2014,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Estuary; Wetland; Environmental science; Salt marsh; Eutrophication; Hydrology (agriculture); Brackish marsh; Brackish water; Soil water; Soil salinity; Salinity; Saltwater intrusion; Intertidal zone; Groundwater; Nutrient; Oceanography; Ecology; Aquifer; Geology; Soil science","score_opus":0.0030878505344018423,"score_gpt":0.1789442158366767,"score_spread":0.17585636530227486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073758994","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":[0.98465884,0.00001231451,0.00086926937,0.00019990091,0.00021305664,0.00011054007,0.000005757825,0.000041131683,0.013889191],"genre_scores_gemma":[0.9987564,0.000044743214,0.0002182989,0.00011546097,0.000046093024,0.000011975611,0.000031443,0.000018016966,0.00075757556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989628,0.000038877595,0.00020695922,0.00031010943,0.00017793321,0.0003032748],"domain_scores_gemma":[0.9995762,0.000043285472,0.000042089465,0.00023104854,0.0000028005356,0.00010458614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031637866,0.00014847257,0.00017823972,0.00004679626,0.0000709155,0.00003765174,0.0001413218,0.00008536416,0.00017393207],"category_scores_gemma":[0.000024530342,0.00012487778,0.000026375417,0.00016047597,0.000055902434,0.00013121378,0.00036804035,0.00013278227,0.00023090203],"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":[0.000030503918,0.000022480983,0.96121234,0.000011887586,0.0000022363458,0.000008333339,0.00018913829,0.00052810187,0.00014641984,0.0001647358,0.00022362222,0.03746023],"study_design_scores_gemma":[0.00060587376,0.00008225767,0.57478845,0.000025477988,0.0000054241145,0.000025600386,0.000051798666,0.42074513,0.000056071196,0.00082448864,0.0025730138,0.00021638401],"about_ca_topic_score_codex":0.0018456008,"about_ca_topic_score_gemma":0.022805592,"teacher_disagreement_score":0.42021704,"about_ca_system_score_codex":0.00016328708,"about_ca_system_score_gemma":0.000003965416,"threshold_uncertainty_score":0.99502563},"labels":[],"label_agreement":null},{"id":"W2073962685","doi":"10.1007/s00442-011-1944-x","title":"Determinants of annual–perennial plant zonation across a salt–fresh marsh interface: a multistage assessment","year":2011,"lang":"en","type":"article","venue":"Oecologia","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University of Edmonton; University of Calgary","funders":"National Natural Science Foundation of China","keywords":"Biology; Seedling; Competition (biology); Salt marsh; Phragmites; Perennial plant; SALSA; Ecology; Vegetation (pathology); Halophyte; Marsh; Spartina alterniflora; Salinity; Wetland; Botany; Environmental science","score_opus":0.015142091510537588,"score_gpt":0.2781764949075729,"score_spread":0.2630344033970353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073962685","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":[0.9952283,0.000003609862,0.00061594613,0.000005400053,0.00031530048,0.00029725468,0.00051628775,0.00003891587,0.002979013],"genre_scores_gemma":[0.9969097,0.000005068343,0.002423961,0.000018382396,0.0000118293965,0.000032630225,0.00001890383,0.000013479021,0.00056606473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871933,0.00006116837,0.00035265883,0.00030007563,0.0002198053,0.00034697482],"domain_scores_gemma":[0.9993927,0.00005409826,0.00021437922,0.0002489644,0.000013606539,0.00007623643],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037574468,0.00015115595,0.00022609472,0.00002519213,0.000087264816,0.000015529264,0.00030989028,0.00011612125,0.0022236148],"category_scores_gemma":[0.000040145787,0.00013166125,0.00005368175,0.000097193835,0.000119146425,0.00018779628,0.00053327635,0.00011602878,0.0001691303],"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":[0.00006837431,0.00022455407,0.98613584,0.000030385023,0.000009102216,0.000037956062,0.0015386792,0.00007959983,0.00292663,0.000012158647,0.0006564979,0.008280203],"study_design_scores_gemma":[0.000447637,0.00029208357,0.9863001,0.000018901354,0.000008298776,0.000018809713,0.0005409995,0.010306318,0.0015348428,0.000047911566,0.00031673617,0.00016732428],"about_ca_topic_score_codex":0.0010335156,"about_ca_topic_score_gemma":0.02696162,"teacher_disagreement_score":0.025928106,"about_ca_system_score_codex":0.000249526,"about_ca_system_score_gemma":0.000015467069,"threshold_uncertainty_score":0.99868846},"labels":[],"label_agreement":null},{"id":"W2074894715","doi":"10.1002/esp.1807","title":"Flocculation: a key process in the sediment flux of a large, glacier‐fed lake","year":2009,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"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 Regina","funders":"","keywords":"Settling; Flux (metallurgy); Sediment; Geology; Glacier; Turbidity; Flocculation; Deposition (geology); Hydrology (agriculture); Sedimentation; Varve; Turbidity current; Meltwater; Geomorphology; Environmental science; Structural basin; Oceanography; Sedimentary depositional environment; Chemistry; Geotechnical engineering","score_opus":0.005115937393938185,"score_gpt":0.22074488287901836,"score_spread":0.2156289454850802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074894715","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":[0.9958853,0.00012676149,0.00021257008,0.00033247552,0.000019868537,0.0002932345,0.000019730698,0.000017065551,0.0030929947],"genre_scores_gemma":[0.99935883,0.00002690697,0.00014205952,0.00014855059,0.000011624883,0.0000059786903,0.000024550754,0.0000047502203,0.00027676503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903655,0.000016366834,0.00021891196,0.00019439346,0.00029137603,0.00024240659],"domain_scores_gemma":[0.9996874,0.000029523608,0.00008290119,0.00013691928,0.000016625525,0.000046635894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036345294,0.000120756486,0.00015824672,0.000017714532,0.000089053836,0.000039308496,0.00014953685,0.000045954785,0.00026283652],"category_scores_gemma":[0.000025600604,0.00006996474,0.000021987817,0.0004065752,0.00003114935,0.00023720539,0.000042293595,0.00008581045,0.000020721107],"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":[0.00014510466,0.0003119717,0.97505695,0.00037237493,0.000009888894,0.000010704572,0.0107326545,0.010351357,0.00017458276,0.00008890665,0.00012893789,0.002616591],"study_design_scores_gemma":[0.0017323632,0.0004845226,0.95269686,0.00015207077,0.000019765137,0.000041287698,0.0022680392,0.027675355,0.0007152793,0.0017891135,0.012033576,0.00039176334],"about_ca_topic_score_codex":0.000050037044,"about_ca_topic_score_gemma":0.006577743,"teacher_disagreement_score":0.02236006,"about_ca_system_score_codex":0.000008127183,"about_ca_system_score_gemma":0.00001928477,"threshold_uncertainty_score":0.3670535},"labels":[],"label_agreement":null},{"id":"W2075046504","doi":"10.3390/rs3112440","title":"An Object-Based Classification of Mangroves Using a Hybrid Decision Tree—Support Vector Machine Approach","year":2011,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":285,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"University of North Carolina at Chapel Hill; National Science Foundation","keywords":"Mangrove; Support vector machine; Remote sensing; Vegetation (pathology); Decision tree; Computer science; Environmental science; Confusion; Object based; Artificial intelligence; Pixel; Pattern recognition (psychology); Geography; Ecology","score_opus":0.02949860368171094,"score_gpt":0.23962093043091842,"score_spread":0.21012232674920747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075046504","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":[0.70922875,0.0000041894286,0.28532794,0.0000035117896,0.000072810464,0.00014314751,0.000007838909,0.00003839918,0.005173431],"genre_scores_gemma":[0.8452996,0.0000010961664,0.15458602,0.000017336033,0.000020051397,1.69089e-8,0.000031008924,0.000025469224,0.00001940184],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986863,0.00007625309,0.00033161754,0.0003658005,0.0002980347,0.00024199137],"domain_scores_gemma":[0.9991668,0.00003373035,0.00020065956,0.00047792975,0.000014410848,0.00010650588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032232853,0.00015929135,0.00021014344,0.00007815371,0.00009631181,0.000019762152,0.00014519227,0.00005822819,0.00008218713],"category_scores_gemma":[0.000028655611,0.0001485975,0.000074657095,0.00020046813,0.00007340757,0.00017366884,0.00007131779,0.00008936816,0.000032635413],"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":[0.00020975604,0.00017886853,0.005673675,0.00006003326,0.00001528178,0.000032557033,0.0006827768,0.0049232235,0.4051976,0.0000100915295,0.000025922694,0.5829902],"study_design_scores_gemma":[0.00023925376,0.00007815454,0.023509279,0.000036778012,0.000023493625,0.00006889119,0.00009139155,0.9694043,0.0062274286,0.0001322176,0.000024287823,0.00016454319],"about_ca_topic_score_codex":0.0017088641,"about_ca_topic_score_gemma":0.00068340515,"teacher_disagreement_score":0.96448106,"about_ca_system_score_codex":0.0001885742,"about_ca_system_score_gemma":0.000019275232,"threshold_uncertainty_score":0.605963},"labels":[],"label_agreement":null},{"id":"W2076268771","doi":"10.1016/j.watres.2010.09.014","title":"Application of fractal dimensions to study the structure of flocs formed in lime softening process","year":2010,"lang":"en","type":"article","venue":"Water Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":115,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Settling; Fractal dimension; Fractal; Softening; Particle size; Mineralogy; Materials science; Chemistry; Mathematics; Thermodynamics; Physics; Composite material; Mathematical analysis","score_opus":0.017028445692453282,"score_gpt":0.3170558810081393,"score_spread":0.30002743531568604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076268771","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":[0.99878496,5.9783923e-7,0.00006296907,0.00015011262,0.00001980861,0.00082597096,0.0000068146855,0.0000044456838,0.00014434685],"genre_scores_gemma":[0.99978524,1.4911167e-7,0.00011154028,0.0000036938272,0.00000953359,0.000033266868,0.000004451849,0.000007783812,0.00004435864],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988346,0.00005869549,0.00018479161,0.0001727927,0.0005006589,0.00024847186],"domain_scores_gemma":[0.99955964,0.0000353979,0.000023881392,0.00030229462,0.000030493651,0.00004829184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071803306,0.000054796048,0.00009381559,0.0000659157,0.00008470031,0.000011286754,0.00034168627,0.00003833683,0.00015091467],"category_scores_gemma":[0.000053474196,0.000029770817,0.000013836415,0.00032506135,0.0000737733,0.00007336556,0.00046505878,0.00028561588,0.00004289836],"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":[0.000033586966,0.000102957725,0.30471918,0.000011114978,0.000003568848,8.286889e-7,0.0054865265,0.00075690175,0.68634343,0.000009103926,0.000006750011,0.0025260656],"study_design_scores_gemma":[0.0006130719,0.00040361565,0.66804373,0.000018912313,0.000007239995,0.000007498272,0.004544709,0.022255123,0.29981098,0.0039514247,0.00017579745,0.0001678788],"about_ca_topic_score_codex":0.0017304884,"about_ca_topic_score_gemma":0.015506599,"teacher_disagreement_score":0.38653243,"about_ca_system_score_codex":0.000028601904,"about_ca_system_score_gemma":0.0000074522663,"threshold_uncertainty_score":0.8653046},"labels":[],"label_agreement":null},{"id":"W2076834037","doi":"10.5589/m07-050","title":"Current approaches to wetland status and trends monitoring in prairie Canada and the continental United States of America","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wetland; Wildlife; Environmental resource management; Geography; Resource (disambiguation); Service (business); Scale (ratio); Environmental planning; Environmental protection; Business; Ecology; Environmental science; Cartography","score_opus":0.016889475451564367,"score_gpt":0.20612208146818706,"score_spread":0.1892326060166227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076834037","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":[0.99776846,0.00024261695,0.00095733436,0.00064934033,0.00016824869,0.000060245748,0.000010509174,9.494504e-7,0.00014228115],"genre_scores_gemma":[0.9976414,0.000034694844,0.0022394639,0.000031990276,0.00002927463,8.939263e-9,0.0000025821842,0.0000074142986,0.0000131645265],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99910027,0.000045829343,0.00030288158,0.00009504224,0.00015392796,0.00030204057],"domain_scores_gemma":[0.99920696,0.00010042185,0.00016147763,0.000071207476,0.0000133063695,0.00044661926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004108525,0.00009199536,0.00019273433,0.00019489466,0.00006997191,0.000027800777,0.000058643098,0.00001858267,0.0000028363324],"category_scores_gemma":[0.00006321492,0.00006958667,0.000017954131,0.00035774222,0.00014591811,0.000054590502,0.000032140968,0.00015335172,1.2710747e-7],"study_design_candidate":"observational","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":[0.00006809646,0.0000020085272,0.27493712,0.000012316897,0.000011718471,0.00008261086,0.0021907927,0.0015034431,0.00004241122,0.0000017442893,0.000096838565,0.7210509],"study_design_scores_gemma":[0.0019095024,0.00010572721,0.88122255,0.00037808658,0.000038225706,0.0004086275,0.008405471,0.06392807,0.00018884378,0.000089533525,0.043028034,0.0002973183],"about_ca_topic_score_codex":0.9443005,"about_ca_topic_score_gemma":0.9961005,"teacher_disagreement_score":0.7207536,"about_ca_system_score_codex":0.00036018118,"about_ca_system_score_gemma":0.000109754525,"threshold_uncertainty_score":0.2837662},"labels":[],"label_agreement":null},{"id":"W2077046204","doi":"10.1016/j.jglr.2010.06.001","title":"The invasion of a large lake by the Eurasian genotype of common reed: The influence of roads and residential construction","year":2010,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phragmites; Biological dispersal; Geography; Wetland; Residence; Bay; Main river; Ecology; Hydrology (agriculture); Environmental science; Archaeology; Geology; Population; Drainage basin; Biology; Cartography","score_opus":0.012412044676812999,"score_gpt":0.28404218551953103,"score_spread":0.271630140842718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077046204","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":[0.9979005,0.000091283706,0.000011024239,0.0008408278,0.000079924364,0.00017636124,0.000027143062,0.0000011747494,0.0008717518],"genre_scores_gemma":[0.9995363,0.00023810977,0.000039810257,0.000005510227,0.000031403306,0.0000014316455,8.625393e-7,0.0000063563716,0.00014023029],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791163,0.00036336106,0.00048588315,0.00009178953,0.000936571,0.00021077709],"domain_scores_gemma":[0.9985145,0.0005384793,0.00040598708,0.00033561577,0.00014408254,0.00006136212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037946424,0.00007186409,0.00017777809,0.000054004562,0.00031747227,0.000039176113,0.00059644075,0.00006464389,0.00010652934],"category_scores_gemma":[0.0003828652,0.000033085522,0.000060225208,0.00030967884,0.0010996474,0.00016575633,0.0003654095,0.0005748659,0.0000029797843],"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":[0.00049808004,0.00008256525,0.69572115,0.000056874942,0.00005166687,0.0000074969003,0.0012311774,0.0002573024,0.28779602,0.00044476436,0.0016435159,0.012209376],"study_design_scores_gemma":[0.0007012806,0.0005447763,0.97868276,0.00011559525,0.000030658226,0.00038181446,0.0015033329,0.0010965317,0.009553233,0.0013795258,0.005929435,0.00008108041],"about_ca_topic_score_codex":0.00067352725,"about_ca_topic_score_gemma":0.046944093,"teacher_disagreement_score":0.28296158,"about_ca_system_score_codex":0.000025444007,"about_ca_system_score_gemma":0.000040827603,"threshold_uncertainty_score":0.9704467},"labels":[],"label_agreement":null},{"id":"W2077055061","doi":"10.1111/j.1600-0706.2005.13941.x","title":"A multivariate analysis of fine‐scale species density in the plant communities of a saltwater lagoon – the importance of disturbance intensity","year":2005,"lang":"en","type":"article","venue":"Oikos","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Abiotic component; Intermediate Disturbance Hypothesis; Productivity; Ecology; Disturbance (geology); Environmental science; Species diversity; Plant community; Plant cover; Biology; Species richness","score_opus":0.013569647110141478,"score_gpt":0.2070859220453799,"score_spread":0.19351627493523843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077055061","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":[0.99827355,0.000013760105,0.0001117484,0.0002741329,0.000017279346,0.00012718947,0.00012784937,0.0000037376865,0.0010507243],"genre_scores_gemma":[0.99957323,0.000008855813,0.00020460671,0.000046874906,0.000006033437,0.0000046357127,0.000020794461,0.0000034482948,0.00013150425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991232,0.000101890255,0.00032697557,0.00009316727,0.00022591281,0.00012882863],"domain_scores_gemma":[0.99912685,0.00015880482,0.00021455517,0.00047128176,0.000014826214,0.0000136965955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004921819,0.000086436274,0.00029495644,0.000038139853,0.000049344966,0.000005972572,0.00036544685,0.000028163882,0.00017734733],"category_scores_gemma":[0.000021103515,0.00004756382,0.00009677117,0.00039329904,0.00023823186,0.000060434824,0.0002313219,0.00009879398,0.000004238342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053096464,0.00009246931,0.98752344,0.000014883374,0.000045491135,0.0000010764068,0.0071066697,0.002752898,0.002151967,0.00006953209,0.000056459285,0.00013200662],"study_design_scores_gemma":[0.000122805,0.00002032619,0.96277,0.000017791655,0.00007449426,0.0000023215327,0.001823578,0.033421293,0.0015072337,0.000059205955,0.00012550851,0.0000554708],"about_ca_topic_score_codex":0.006725754,"about_ca_topic_score_gemma":0.35441414,"teacher_disagreement_score":0.34768838,"about_ca_system_score_codex":0.000047045927,"about_ca_system_score_gemma":0.0000034460177,"threshold_uncertainty_score":0.99988854},"labels":[],"label_agreement":null},{"id":"W2077250051","doi":"10.1023/b:biog.0000031043.06245.af","title":"Influence of roots and climate on mineral and trace element storage and flux in tropical mangrove soils","year":2004,"lang":"en","type":"article","venue":"Biogeochemistry","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":86,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council Canada","keywords":"Soil water; Biogeochemical cycle; Environmental chemistry; Trace element; Chemistry; Pyrite; Environmental science; Mineralogy; Soil science","score_opus":0.003449939936062331,"score_gpt":0.19477972492474468,"score_spread":0.19132978498868236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077250051","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":[0.9993057,0.00006324998,0.0000026399787,0.000104683684,0.000007066397,0.00008557766,0.000046935053,0.000006942149,0.00037720674],"genre_scores_gemma":[0.99973434,0.00004620269,0.00014452013,0.00002070892,0.00000815063,0.000005160815,0.0000066780126,0.0000048443453,0.000029366525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993041,0.0000075348416,0.00015917527,0.00023744727,0.000114615556,0.00017710966],"domain_scores_gemma":[0.99974084,0.000019163937,0.000045666697,0.0001130257,0.000002376098,0.00007892137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000065785505,0.000104243074,0.00012545635,0.000013823156,0.00002647405,0.00001292295,0.000052147625,0.00006119446,0.000022121454],"category_scores_gemma":[0.00001709976,0.00009734875,0.000011942487,0.000050720155,0.0001018609,0.000058393663,0.00014809685,0.00006568138,0.0000037871455],"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":[0.00005328239,0.00008059439,0.7429557,0.00014122944,0.0000039662664,0.00002358083,0.00018530707,0.001424722,0.25434616,0.000036583053,0.000016572178,0.0007322998],"study_design_scores_gemma":[0.00081258966,0.00008171841,0.97831386,0.000080141406,0.0000055833407,0.000026887868,0.00009909618,0.00064758724,0.019590743,0.00012610517,0.00007896257,0.0001367023],"about_ca_topic_score_codex":0.00032095157,"about_ca_topic_score_gemma":0.0007652847,"teacher_disagreement_score":0.23535818,"about_ca_system_score_codex":0.00006787567,"about_ca_system_score_gemma":0.0000042285465,"threshold_uncertainty_score":0.39697668},"labels":[],"label_agreement":null},{"id":"W2077551963","doi":"10.1890/es12-00341.1","title":"Modeling climate change impacts on tidal marsh birds: Restoration and conservation planning in the face of uncertainty","year":2013,"lang":"en","type":"article","venue":"Ecosphere","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":40,"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 Alberta","funders":"U.S. Geological Survey; San Francisco Foundation","keywords":"Marsh; Restoration ecology; Context (archaeology); Climate change; Environmental science; Habitat; Salt marsh; Environmental resource management; Wetland; Ecology; Geography","score_opus":0.02357571746464411,"score_gpt":0.2378352153164109,"score_spread":0.2142594978517668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077551963","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":[0.9961154,0.000027110467,0.00011669457,0.0005033389,0.00003360631,0.00033919205,0.000007747223,0.000011709111,0.0028452317],"genre_scores_gemma":[0.99964964,0.00002291483,0.000084844294,0.0001678391,0.000014935023,0.000027659138,0.000010027986,0.000006769698,0.000015353018],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938047,0.000048023718,0.00015786625,0.00012761686,0.00013469774,0.00015129881],"domain_scores_gemma":[0.99973977,0.00004367533,0.000061613624,0.00012318486,0.000005092143,0.000026639458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026081034,0.00007526823,0.00008329369,0.0000102173635,0.00005525337,0.0000316659,0.0000810219,0.00004186707,0.00017282083],"category_scores_gemma":[0.000022008671,0.000055087352,0.000012555288,0.000101666155,0.00001755322,0.00027064933,0.000056664532,0.000072501185,0.00012547785],"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":[0.00007718773,0.00008123707,0.2756718,0.000104812956,0.0000059139206,0.0000055923724,0.008411498,0.69950867,0.0012655081,0.0001727872,0.0027642318,0.011930764],"study_design_scores_gemma":[0.00015601775,0.0000525444,0.15978828,0.000069850255,0.000001939239,0.000002140107,0.0014022765,0.838203,0.00000885451,0.00020754643,0.000042339674,0.000065206455],"about_ca_topic_score_codex":0.0059934203,"about_ca_topic_score_gemma":0.010761423,"teacher_disagreement_score":0.13869435,"about_ca_system_score_codex":0.000072403105,"about_ca_system_score_gemma":0.000002963969,"threshold_uncertainty_score":0.9060299},"labels":[],"label_agreement":null},{"id":"W2078081220","doi":"10.1023/b:hydr.0000014097.74263.54","title":"Ecosystem Characteristics and Management Considerations for Coastal Wetlands in Mexico","year":2004,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wetland; Estuary; Ecosystem; Ecology; Shore; Environmental science; Geography; Eutrophication; Fishery; Biology","score_opus":0.010700727405403045,"score_gpt":0.2095186288021009,"score_spread":0.19881790139669786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078081220","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":[0.9950575,0.0000031519828,0.0015347168,0.00019861899,0.00012840542,0.00059182534,0.00019847079,0.00003805467,0.0022492544],"genre_scores_gemma":[0.9972145,0.000024534847,0.0023896876,0.000089233894,0.000013886061,0.00008660694,0.00007193147,0.0000092172295,0.000100402445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919593,0.000016554428,0.0002381282,0.0002630765,0.000051963667,0.0002343648],"domain_scores_gemma":[0.99968797,0.0000590396,0.00005977907,0.00013858566,0.000003564829,0.000051062387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019828888,0.000118950695,0.00016421224,0.00003630211,0.0000909006,0.00003090539,0.000067199064,0.000063920445,0.00007631624],"category_scores_gemma":[0.000025014899,0.000104641134,0.000027166143,0.00006811289,0.000042193496,0.00006983357,0.00016806205,0.000052888474,0.00007408442],"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":[0.00006496192,0.0002082022,0.9788151,0.00018910597,0.000040335188,0.00008184437,0.00037367258,0.0064120255,0.0048338235,0.0068492293,0.00053185254,0.0015998671],"study_design_scores_gemma":[0.0042932234,0.00034780407,0.9576716,0.00017163494,0.000042720156,0.00021025908,0.00028506893,0.019047545,0.0005544729,0.011334017,0.005262664,0.000778994],"about_ca_topic_score_codex":0.00007173028,"about_ca_topic_score_gemma":0.022814436,"teacher_disagreement_score":0.022742705,"about_ca_system_score_codex":0.000116731295,"about_ca_system_score_gemma":0.000004988472,"threshold_uncertainty_score":0.99501663},"labels":[],"label_agreement":null},{"id":"W2078857217","doi":"10.3368/er.25.4.256","title":"Poplar Island Environmental Restoration Project: Challenges in Waterbird Restoration on an Island in Chesapeake Bay","year":2007,"lang":"en","type":"article","venue":"Ecological Restoration","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":45,"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":"U.S. Army Corps of Engineers; Maryland Environmental Service","keywords":"Larus; Ardea; Tern; Fishery; Ecology; Wildlife refuge; Endangered species; Geography; Vulpes; Habitat; Predation; Biology; Herring; Heron","score_opus":0.02810254793695388,"score_gpt":0.2531518348878804,"score_spread":0.22504928695092652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078857217","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":[0.9921249,0.00003103071,0.00033924813,0.00031520045,0.00020884824,0.00084098295,0.000013809387,0.000053913085,0.0060720374],"genre_scores_gemma":[0.99891573,0.00011953311,0.00032452375,0.00007694229,0.000112212205,0.000067914036,0.00023977095,0.00002148566,0.000121912555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975055,0.0002790893,0.0005980975,0.0006613287,0.00048428707,0.00047174093],"domain_scores_gemma":[0.9992509,0.00012915356,0.0001769736,0.00032996514,0.000005649628,0.00010736555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018154712,0.0002566646,0.00024914142,0.00021337107,0.0001334454,0.00006092164,0.00019533066,0.0003365255,0.00031111392],"category_scores_gemma":[0.00014465144,0.00022415616,0.00003707618,0.00027792295,0.00007531366,0.0007686322,0.00010234282,0.0003306701,0.00033108625],"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":[0.0017693877,0.003078145,0.9262106,0.000050766026,0.00000958241,0.00036667907,0.0066235387,0.014749886,0.02304482,0.0014715265,0.0008480123,0.02177706],"study_design_scores_gemma":[0.0009059425,0.0012460174,0.9823496,0.000025204141,0.0000041716453,0.000010267794,0.00072102307,0.010291191,0.00016817485,0.00088924024,0.003051081,0.00033809274],"about_ca_topic_score_codex":0.00041910537,"about_ca_topic_score_gemma":0.4013525,"teacher_disagreement_score":0.40093338,"about_ca_system_score_codex":0.001447634,"about_ca_system_score_gemma":0.000019146202,"threshold_uncertainty_score":0.9140823},"labels":[],"label_agreement":null},{"id":"W2079684196","doi":"10.1525/bio.2010.60.8.5","title":"Direct and Terrestrial Vegetation-mediated Effects of Environmental Change on Aquatic Ecosystem Processes","year":2010,"lang":"en","type":"article","venue":"BioScience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Terrestrial ecosystem; Ecosystem; Environmental science; Vegetation (pathology); Aquatic ecosystem; Environmental change; Terrestrial plant; Ecology; Climate change; Biology","score_opus":0.005702803268895647,"score_gpt":0.189079378649666,"score_spread":0.18337657538077037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079684196","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":[0.9982118,0.000022067492,0.000017737191,0.000029687219,0.00047420448,0.0004222371,0.000019718824,0.000024095742,0.0007784776],"genre_scores_gemma":[0.9997336,0.000020372298,0.00009658585,0.00003174766,0.000042133513,0.000034888304,0.0000038259927,0.0000077198465,0.000029126953],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989722,0.000030516625,0.00016657804,0.0003121324,0.0003217614,0.00019681265],"domain_scores_gemma":[0.999335,0.00026424648,0.00011796041,0.00017884184,0.0000012887214,0.000102647486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018289429,0.000120234115,0.00013885432,0.00004451541,0.00009033902,0.000024271741,0.00019734878,0.00005265316,0.000036076963],"category_scores_gemma":[0.00027361984,0.00009666205,0.000019631825,0.00022181951,0.00017558548,0.000225814,0.00011586273,0.00006627226,0.00012589069],"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":[0.000034941506,0.00028717684,0.21337554,0.00033019856,0.0000061439064,0.000012356989,0.0010973001,0.00001889838,0.77448493,0.000017909742,0.000024146166,0.010310431],"study_design_scores_gemma":[0.0012191165,0.00082158094,0.8992256,0.00026828397,0.000030102814,0.000024570441,0.00008804979,0.028138503,0.06820381,0.00006498537,0.0013695696,0.0005458486],"about_ca_topic_score_codex":0.00011759349,"about_ca_topic_score_gemma":0.0018376904,"teacher_disagreement_score":0.7062811,"about_ca_system_score_codex":0.000038444043,"about_ca_system_score_gemma":0.000011108658,"threshold_uncertainty_score":0.3941764},"labels":[],"label_agreement":null},{"id":"W2079945847","doi":"10.1614/ipsm-d-13-00025.1","title":"Do Woody Plants Prevent the Establishment of Common Reed along Highways? Insights from Southern Quebec","year":2013,"lang":"en","type":"article","venue":"Invasive Plant Science and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université du Québec à Rimouski; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Transportation","keywords":"Phragmites; Invasive species; Woody plant; Ditch; Biological dispersal; Introduced species; Plant community; Ecology; Biology; Vascular plant; Geography; Ecological succession; Wetland; Species richness","score_opus":0.007928284773348438,"score_gpt":0.18343320720704537,"score_spread":0.17550492243369692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079945847","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":[0.9925628,0.000058862566,0.000046580808,0.00025849574,0.00017280501,0.0009223438,0.00009722087,0.000029478675,0.00585143],"genre_scores_gemma":[0.99910563,0.00015605646,0.000107809494,0.0001950096,0.000015598811,0.0000732709,0.000024948813,0.0000070540095,0.00031459884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979819,0.000050816296,0.00031697177,0.00046919272,0.00084537914,0.00033573064],"domain_scores_gemma":[0.9990691,0.00012518218,0.00018433371,0.0004705846,0.000018340814,0.00013244388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038980567,0.00017426819,0.0001894535,0.00008071308,0.00030074068,0.00020084518,0.0007347052,0.000032367174,0.0001414788],"category_scores_gemma":[0.000019529294,0.00011015207,0.000031131083,0.00028522665,0.00045945484,0.0004699538,0.0011501352,0.0000788892,0.0002825125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028626248,0.0027878627,0.55884135,0.0007418154,0.0006789629,0.00047227353,0.0657096,0.007205258,0.10936918,0.013986925,0.06686555,0.17305498],"study_design_scores_gemma":[0.0011545655,0.00022842818,0.94311243,0.0005683942,0.000106939195,0.000022185137,0.020236919,0.012022563,0.0072281808,0.0063156127,0.00816742,0.0008363874],"about_ca_topic_score_codex":0.07619097,"about_ca_topic_score_gemma":0.10943041,"teacher_disagreement_score":0.3842711,"about_ca_system_score_codex":0.00017636872,"about_ca_system_score_gemma":0.000022833781,"threshold_uncertainty_score":0.9299607},"labels":[],"label_agreement":null},{"id":"W2080047078","doi":"10.1046/j.1526-100x.2000.80035.x","title":"Local Mangrove Planting in the Philippines: Are Fisherfolk and Fishpond Owners Effective Restorationists?","year":2000,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Mangrove; Agroforestry; Rhizophora mucronata; Geography; Natural regeneration; Reforestation; Ecology; Natural (archaeology); Forestry; Environmental science; Biology","score_opus":0.003988619310812608,"score_gpt":0.19634655169747045,"score_spread":0.19235793238665785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080047078","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":[0.99223495,0.000012703514,0.00022600008,0.0014481026,0.00009118913,0.00042209477,0.000006958992,0.000021422358,0.0055365856],"genre_scores_gemma":[0.99898934,0.000015116675,0.000047090547,0.00036873898,0.000039755905,0.000070226175,0.000026837888,0.0000077302275,0.0004351602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989672,0.00024398636,0.00020156273,0.00025073654,0.00013663815,0.00019988569],"domain_scores_gemma":[0.9995119,0.00019936424,0.00008498243,0.00016307119,0.000005408418,0.00003525798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039808493,0.000107655855,0.00013094614,0.000036790087,0.00020304229,0.00005317867,0.00012405837,0.000098745644,0.00064512575],"category_scores_gemma":[0.000057506306,0.00008337239,0.0000186195,0.00019480975,0.00012905849,0.00028651248,0.000043467666,0.00013829327,0.00023343922],"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":[0.00012301313,0.00011023509,0.9403547,0.000029310344,0.000010276682,0.000077525765,0.002226287,0.021139828,0.00017563038,0.00015596491,0.0054423832,0.030154847],"study_design_scores_gemma":[0.0003996647,0.00012552245,0.95425117,0.000011244495,0.0000069228745,0.000059755705,0.0007031862,0.030148776,0.0000086921345,0.00026567443,0.013885767,0.00013363917],"about_ca_topic_score_codex":0.0004747783,"about_ca_topic_score_gemma":0.06129713,"teacher_disagreement_score":0.060822353,"about_ca_system_score_codex":0.00021467342,"about_ca_system_score_gemma":0.0000074510203,"threshold_uncertainty_score":0.95583177},"labels":[],"label_agreement":null},{"id":"W2080289101","doi":"10.3390/f5010177","title":"Ecological Variability and Carbon Stock Estimates of Mangrove Ecosystems in Northwestern Madagascar","year":2014,"lang":"en","type":"article","venue":"Forests","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":127,"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 British Columbia","funders":"","keywords":"Carbon stock; Mangrove; Mangrove ecosystem; Ecosystem; Ecology; Stock (firearms); Geography; Environmental science; Blue carbon; Agroforestry; Biology; Climate change","score_opus":0.005142663781891989,"score_gpt":0.20049688149575,"score_spread":0.19535421771385802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080289101","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":[0.9966499,0.000004099239,0.00024981407,0.00001686981,0.00008656378,0.00025436102,0.00001083643,0.00001972283,0.002707835],"genre_scores_gemma":[0.99969625,0.0000011355986,0.0002146676,0.000006704449,0.00001403472,0.00001724502,0.0000075108824,0.000008502027,0.0000339359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990209,0.00007706652,0.00026750367,0.00027133114,0.00014777367,0.00021546229],"domain_scores_gemma":[0.9994284,0.00017623731,0.000085023436,0.0002323394,0.0000043948494,0.0000736011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004903125,0.00011600559,0.00023266219,0.000026390693,0.00002163916,0.000011588986,0.00013245291,0.00008177307,0.00007186207],"category_scores_gemma":[0.000069682654,0.00009659892,0.000027201933,0.00009015801,0.00006802938,0.000065834334,0.000248421,0.00007046587,0.000017439905],"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":[0.000014307386,0.000054560587,0.99717134,0.000048483063,0.000002442295,0.0000029071816,0.00009633208,0.0015633714,0.000114120085,0.000055383673,0.000008367347,0.00086840044],"study_design_scores_gemma":[0.0002019088,0.00009665952,0.78350323,0.000017200613,0.0000043042255,0.000008115765,0.0000097698985,0.21495606,0.000023707922,0.0010396837,0.00005770908,0.000081662205],"about_ca_topic_score_codex":0.0036038447,"about_ca_topic_score_gemma":0.2647445,"teacher_disagreement_score":0.26114064,"about_ca_system_score_codex":0.000098766825,"about_ca_system_score_gemma":0.0000038830185,"threshold_uncertainty_score":0.748672},"labels":[],"label_agreement":null},{"id":"W2080512232","doi":"10.1007/s12237-013-9740-y","title":"Impacts of Sea Level Rise on Marsh as Fish Habitat","year":2013,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Marsh; Habitat; Sea level rise; Accretion (finance); Salt marsh; Estuary; Context (archaeology); Sea level; Oceanography; Environmental science; Landscape ecology; Spatial distribution; Ecology; Geography; Physical geography; Geology; Wetland; Climate change; Biology","score_opus":0.008052546877430818,"score_gpt":0.20205646830004062,"score_spread":0.1940039214226098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080512232","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":[0.98956454,0.000016038033,0.000024210727,0.0005558754,0.000086352695,0.00018474674,0.00004371856,0.0000179559,0.009506558],"genre_scores_gemma":[0.9984092,0.000027770531,0.00014620686,0.00021774285,0.000017201968,0.000011301041,0.000007930153,0.000010798132,0.0011518557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919933,0.000021823309,0.00015715374,0.0001883828,0.00020553969,0.00022776169],"domain_scores_gemma":[0.9995417,0.00006370286,0.000065285436,0.00018833073,0.000009129639,0.00013185905],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008558752,0.0001227769,0.00015330232,0.000019226887,0.00008865619,0.000051472758,0.00011078423,0.000048960028,0.0009446254],"category_scores_gemma":[0.000044240547,0.00010009176,0.000033998527,0.000082190105,0.00013395825,0.00017960182,0.00024285069,0.00006911746,0.00051252195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004757964,0.00010021761,0.9307586,0.00004278138,0.00001649936,0.000010185455,0.00058715,0.00009314472,0.00064278906,0.00028300952,0.024183424,0.043234617],"study_design_scores_gemma":[0.00032628057,0.0002931832,0.99213564,0.000036738442,0.000007919081,0.000020803864,0.00019249975,0.0015731105,0.00028943425,0.0017077699,0.0032546301,0.00016199489],"about_ca_topic_score_codex":0.016287347,"about_ca_topic_score_gemma":0.024729477,"teacher_disagreement_score":0.061377034,"about_ca_system_score_codex":0.000035616144,"about_ca_system_score_gemma":0.000008301737,"threshold_uncertainty_score":0.99996865},"labels":[],"label_agreement":null},{"id":"W2080825313","doi":"10.1007/s10530-004-5858-y","title":"Limits and effects of invasion by the nonindigenous wetland plant Lythrum salicaria (purple loosestrife): a seed bank analysis","year":2005,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Fish and Wildlife Service","keywords":"Biology; Wetland; Species richness; Biological dispersal; Seedling; Ecology; Seed dispersal; Soil seed bank; Introduced species; Competition (biology); Invasive species; Typha; Native plant; Botany; Population","score_opus":0.031051752653369544,"score_gpt":0.20712213277049224,"score_spread":0.1760703801171227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080825313","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":[0.99754643,0.00023912183,0.0003281789,0.0006047374,0.000046093723,0.0004476422,0.00014385564,0.00003846094,0.00060547236],"genre_scores_gemma":[0.99882287,0.0003417641,0.00023967618,0.00023667203,0.000030413357,0.000028720466,0.00011686765,0.000007801152,0.00017520465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856603,0.00016679912,0.0003186051,0.00038903364,0.0002038057,0.00035572148],"domain_scores_gemma":[0.99882144,0.00052718574,0.00013960309,0.00033358528,0.0000073058964,0.00017088983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029744112,0.00019239183,0.00034826554,0.000048299593,0.0002798582,0.000029766583,0.0003038738,0.00017939715,0.0001953513],"category_scores_gemma":[0.0001558729,0.00010461137,0.00012999328,0.00051212823,0.00023161243,0.000069912734,0.0003619937,0.00015364675,0.000083671155],"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":[0.00008280216,0.00048986886,0.8514378,0.000024237159,0.0002665146,0.000017883653,0.0005664607,0.0006028478,0.13639432,0.00014535227,0.0038855835,0.0060863327],"study_design_scores_gemma":[0.00091187155,0.00073185994,0.9659334,0.00004732638,0.0004402207,0.00006627613,0.00016266042,0.0070790793,0.010031193,0.00021481006,0.013901046,0.00048028168],"about_ca_topic_score_codex":0.0008826481,"about_ca_topic_score_gemma":0.004962349,"teacher_disagreement_score":0.12636313,"about_ca_system_score_codex":0.00006976543,"about_ca_system_score_gemma":0.000011258996,"threshold_uncertainty_score":0.4265928},"labels":[],"label_agreement":null},{"id":"W2081032588","doi":"10.1007/s10661-005-9091-7","title":"Community Based Ecological Monitoring in Nova Scotia: Challenges and Opportunities","year":2006,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":100,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Nova scotia; Stewardship (theology); Watershed; Environmental resource management; Environmental planning; Environmental monitoring; Natural resource; Ecology; Monitoring and evaluation; Geography; Environmental science; Political science; Computer science","score_opus":0.04773323534127969,"score_gpt":0.2620513556805811,"score_spread":0.2143181203393014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081032588","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":[0.9943462,0.0005056991,0.00002334222,0.00025628033,0.0002300809,0.0001682653,0.000008934527,0.00003444145,0.0044267485],"genre_scores_gemma":[0.99772054,0.0007456237,0.0012686211,0.000008903184,0.00008810091,0.00001972288,0.000011091738,0.000018118359,0.00011929995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867,0.00017922976,0.00026197932,0.00029984125,0.0002614018,0.00032755305],"domain_scores_gemma":[0.9995017,0.00011071713,0.00007106403,0.0002066319,8.0626836e-7,0.00010907817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045408343,0.00022363172,0.00021761216,0.000049289716,0.00019979323,0.000049886323,0.00012544461,0.00009081669,0.000072823845],"category_scores_gemma":[0.000002649752,0.00021713789,0.000028479153,0.000031574884,0.00017787692,0.00019727199,0.00043761008,0.00036812545,0.0000138086425],"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":[0.000006868964,0.00034529268,0.9727827,0.00002982701,0.0000047392973,0.000029950212,0.0001236451,0.0006133565,0.0026703419,0.000032489977,0.0000055131386,0.023355316],"study_design_scores_gemma":[0.00046711744,0.00012866076,0.9954218,0.000061507126,0.0000088582765,0.000010443821,0.0017940671,0.000794594,0.00041504452,0.00016355899,0.0005055725,0.0002287747],"about_ca_topic_score_codex":0.0016915471,"about_ca_topic_score_gemma":0.00051614473,"teacher_disagreement_score":0.02312654,"about_ca_system_score_codex":0.0004121479,"about_ca_system_score_gemma":0.0000050742606,"threshold_uncertainty_score":0.88546264},"labels":[],"label_agreement":null},{"id":"W2081447077","doi":"10.1006/ecss.2000.0548","title":"Flow and Sediment Transport on a Tidal Salt Marsh Surface","year":2000,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":432,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Salt marsh; Deposition (geology); Settling; Sediment; Marsh; Hydrology (agriculture); Geology; Sedimentary depositional environment; Wetland; Environmental science; Oceanography; Geomorphology; Ecology; Geotechnical engineering","score_opus":0.004090739219571818,"score_gpt":0.18712079418730423,"score_spread":0.18303005496773242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081447077","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":[0.9703833,0.000011209755,0.0000706045,0.0003066942,0.00008826864,0.00019254276,0.000015075665,0.000046413497,0.028885897],"genre_scores_gemma":[0.99369746,0.000060395192,0.00082777103,0.0001440429,0.000020764419,0.000004438225,0.0000050279623,0.000009852645,0.005230247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819535,0.000016020944,0.0001982998,0.00060976984,0.00053844234,0.00044211955],"domain_scores_gemma":[0.9994052,0.000028288643,0.000030492782,0.00022366461,0.0000073035117,0.00030507153],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043188827,0.000194613,0.00017208306,0.000032978405,0.00035979578,0.00007337493,0.00023341613,0.000036799163,0.0015108736],"category_scores_gemma":[0.000008155017,0.00015998827,0.000027269694,0.0003658764,0.00066747476,0.00035510628,0.00024650525,0.00012564221,0.00025865424],"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":[0.00029230124,0.00044047643,0.6666799,0.000061271836,0.000013295994,0.00013987704,0.0020491073,0.020158235,0.0144756185,0.00034549218,0.00047539067,0.29486898],"study_design_scores_gemma":[0.0008156022,0.0006012774,0.87752146,0.000044295684,0.000014132029,0.000129637,0.000119414915,0.1112904,0.0006497396,0.0003436396,0.007960076,0.0005103178],"about_ca_topic_score_codex":0.0013866846,"about_ca_topic_score_gemma":0.0020245349,"teacher_disagreement_score":0.29435867,"about_ca_system_score_codex":0.000055453213,"about_ca_system_score_gemma":0.000022033304,"threshold_uncertainty_score":0.99940187},"labels":[],"label_agreement":null},{"id":"W2082049024","doi":"10.2112/jcoastres-d-11-00198.1","title":"Elevation-Dependent Multiscale Analysis of a Complex Intertidal Zone","year":2012,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"U.S. Department of Transportation","keywords":"Elevation (ballistics); Geology; Intertidal zone; Digital elevation model; Estuary; Geomorphology; Beach morphodynamics; Physical geography; Oceanography; Sediment transport; Geometry; Sediment; Geography; Remote sensing; Mathematics","score_opus":0.06556668101440978,"score_gpt":0.35994451813136036,"score_spread":0.2943778371169506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082049024","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":[0.9888931,0.00002874274,0.0066423286,0.0001376516,0.000105676285,0.000102870596,0.000033153352,0.0000033763063,0.004053091],"genre_scores_gemma":[0.99777675,0.000017762506,0.00078976975,0.000009175134,0.000069720154,0.000002002057,0.000006978267,0.000010186145,0.0013176466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99696344,0.00023856133,0.00063538476,0.00011052312,0.0016054204,0.00044667657],"domain_scores_gemma":[0.99875593,0.00030288025,0.00029616928,0.0002147003,0.00015509917,0.00027520477],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030474109,0.00009296078,0.00034086875,0.00047703122,0.000081072045,0.000030843363,0.00038653144,0.00005193864,0.0026227145],"category_scores_gemma":[0.00025622192,0.00007430282,0.00020254432,0.0011841196,0.00016477806,0.00040076283,0.00054616446,0.00034903685,0.00013902802],"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":[0.00028436122,0.00060657476,0.9040183,0.00002892564,0.0004416899,0.000021294312,0.0011690062,0.0035757395,0.07152616,0.000081285725,0.0016531524,0.016593497],"study_design_scores_gemma":[0.0005979192,0.00033241362,0.9654976,0.000037126258,0.00012163403,0.0000677811,0.0009705132,0.028269239,0.001243205,0.00006298786,0.0026733524,0.00012623848],"about_ca_topic_score_codex":0.0008657031,"about_ca_topic_score_gemma":0.0054763122,"teacher_disagreement_score":0.07028296,"about_ca_system_score_codex":0.00021620264,"about_ca_system_score_gemma":0.000027577042,"threshold_uncertainty_score":0.99828905},"labels":[],"label_agreement":null},{"id":"W2083725065","doi":"10.2307/1352881","title":"Flocculation and Sedimentation in the ACE Basin, South Carolina","year":2001,"lang":"en","type":"article","venue":"Estuaries","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Settling; Flocculation; Sedimentation; Sediment; Grain size; Geology; Deposition (geology); Suspension (topology); Sorting; Particle size; Water column; Mineralogy; Hydrology (agriculture); Environmental science; Geomorphology; Oceanography; Geotechnical engineering; Environmental engineering","score_opus":0.007329628676196032,"score_gpt":0.20570672049701286,"score_spread":0.19837709182081684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083725065","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":[0.99595803,0.000012138324,0.00035492005,0.00074257323,0.00004641221,0.00013043219,0.0000015441096,0.000012091272,0.0027418395],"genre_scores_gemma":[0.99951535,0.00000784259,0.00014787834,0.00015633319,0.000018768073,0.000008215633,0.0000076163838,0.0000033868646,0.00013461486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995478,0.000037111815,0.00008371599,0.00010715758,0.00012533125,0.000098928016],"domain_scores_gemma":[0.9998303,0.0000361337,0.000025316853,0.000090816924,0.0000016794303,0.000015726564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000174865,0.000053102187,0.000048857284,0.000013632457,0.00008662838,0.000035026384,0.00005811497,0.0000220798,0.00008500877],"category_scores_gemma":[0.000016694714,0.00003841961,0.000009201976,0.0001226923,0.000046752662,0.00014352515,0.00004930999,0.000041920397,0.000062039886],"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":[0.00000939344,0.000009469396,0.9897703,0.0000026087534,0.0000010285693,0.000004363994,0.0064714043,0.0010093079,0.000047401405,0.00012201229,0.00016583962,0.0023868917],"study_design_scores_gemma":[0.00015647121,0.000022829654,0.98617357,0.0000037157263,0.0000041570884,0.000015042989,0.0015213039,0.009115347,0.000008532918,0.0005166435,0.0024075706,0.00005481167],"about_ca_topic_score_codex":0.00093768194,"about_ca_topic_score_gemma":0.0043663653,"teacher_disagreement_score":0.008106039,"about_ca_system_score_codex":0.000038561233,"about_ca_system_score_gemma":0.0000023076948,"threshold_uncertainty_score":0.24365345},"labels":[],"label_agreement":null},{"id":"W2084690314","doi":"10.1007/s10750-011-0608-5","title":"Genetic diversity and differentiation of fragmented reedbeds (Phragmites australis) in the United Kingdom","year":2011,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phragmites; Genetic diversity; Ecology; Biodiversity; Biology; Population; Gene flow; Habitat; Habitat fragmentation; Geography; Wetland; Demography","score_opus":0.036595255230698065,"score_gpt":0.20702669087317116,"score_spread":0.1704314356424731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084690314","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":[0.99921274,0.0000033744254,0.00013729298,0.000011902405,0.000030865427,0.00014251615,0.000008850338,0.000011119241,0.00044134614],"genre_scores_gemma":[0.99976367,0.0000074105633,0.00016166884,0.000024610317,0.0000033343981,0.0000029556911,0.000016117247,0.000002546291,0.000017707996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994438,0.00008495521,0.00013535428,0.00013921561,0.00006966936,0.00012695573],"domain_scores_gemma":[0.999723,0.000038767055,0.000072571434,0.00014345396,0.0000031324753,0.000019046893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015916837,0.000074975425,0.00008907671,0.000041481886,0.000097585216,0.0000041729404,0.00018816147,0.000056362005,0.00022460899],"category_scores_gemma":[0.000015827172,0.000049815386,0.000019541234,0.00019038381,0.000101181206,0.000046955825,0.00051701703,0.00006576309,0.000012270559],"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":[0.0000125796305,0.00004146376,0.9961714,0.0000062454537,0.000004447811,0.000002307559,0.0011538479,0.000120619065,0.00234064,0.00005974487,0.00001907112,0.00006762451],"study_design_scores_gemma":[0.00018050606,0.000059668662,0.99494076,0.000008731408,0.000010084424,0.000004183309,0.00010787428,0.0042270618,0.0001393911,0.00023897568,0.000020399122,0.00006236318],"about_ca_topic_score_codex":0.006761741,"about_ca_topic_score_gemma":0.001958838,"teacher_disagreement_score":0.004802903,"about_ca_system_score_codex":0.000029546058,"about_ca_system_score_gemma":8.446269e-7,"threshold_uncertainty_score":0.9998523},"labels":[],"label_agreement":null},{"id":"W2084891117","doi":"10.1890/1540-9295-9.8.423","title":"Engaging with novel ecosystems","year":2011,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Ecosystem; Ecosystem services; Biodiversity; Wetland; Environmental resource management; Context (archaeology); Novel ecosystem; Ecosystem management; Geography; Natural (archaeology); Natural resource; Woodland; Total human ecosystem; Ecology; Ecosystem health; Environmental science; Biology","score_opus":0.009703578428623598,"score_gpt":0.190470774634586,"score_spread":0.1807671962059624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084891117","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033542918,0.98917395,0.002670026,0.00003180049,0.0007299174,0.0016588176,0.00003706936,0.000019734478,0.0053432574],"genre_scores_gemma":[0.0010764764,0.99614394,0.0012232055,0.00003256714,0.000029514966,0.00037595874,0.00002292741,0.000045160283,0.00105023],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806756,0.00032748925,0.00047673454,0.00056303793,0.00012992772,0.00043523425],"domain_scores_gemma":[0.9990043,0.00014306401,0.00030563615,0.00046386023,5.805572e-7,0.0000825526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090565294,0.00040515122,0.001247834,0.00007828201,0.00017885283,0.00001695273,0.00041447143,0.00027400831,0.00029463385],"category_scores_gemma":[0.000010349526,0.00023448223,0.00012381515,0.00010139734,0.0005975471,0.00007240497,0.00053003733,0.0005312195,0.000159693],"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":[0.00016842992,0.00028353182,0.073840916,0.0029351162,0.0006360996,0.00007966419,0.00126455,0.00045900457,1.18754436e-7,0.0011145689,0.0019148479,0.91730314],"study_design_scores_gemma":[0.0010770713,0.000059192913,0.0007415551,0.000543237,0.00030736244,0.0001152561,0.00011321894,0.00086147606,3.9522867e-8,0.00027601185,0.9955466,0.000358991],"about_ca_topic_score_codex":0.00013920655,"about_ca_topic_score_gemma":0.00086525193,"teacher_disagreement_score":0.9936317,"about_ca_system_score_codex":0.00047195356,"about_ca_system_score_gemma":0.000014248407,"threshold_uncertainty_score":0.95619076},"labels":[],"label_agreement":null},{"id":"W2085196725","doi":"10.1007/bf02803561","title":"Controls on salt marsh accretion: A test in salt marshes of Eastern Canada","year":2004,"lang":"en","type":"article","venue":"Estuaries","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":127,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Salt marsh; Accretion (finance); Bay; Oceanography; Marsh; Tidal range; Organic matter; Geology; Latitude; Environmental science; Sediment; Estuary; Hydrology (agriculture); Geomorphology; Wetland; Ecology; Physics","score_opus":0.005137224961294141,"score_gpt":0.18679815730208468,"score_spread":0.18166093234079053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085196725","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":[0.9901521,0.000022787046,0.00007344026,0.0008624052,0.00014134328,0.00021125893,0.00003617924,0.000016582137,0.008483869],"genre_scores_gemma":[0.9990759,0.0000053221183,0.00011740903,0.00019713325,0.000021603018,0.000014249441,0.000008967179,0.00001111711,0.00054830936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989681,0.00002171854,0.0002565972,0.00020394468,0.00030586307,0.00024372237],"domain_scores_gemma":[0.99948865,0.00013997126,0.000084135434,0.00021508921,0.0000058592555,0.00006631115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011715688,0.00012841585,0.00020310564,0.000026250345,0.00004923601,0.00002210792,0.0001824488,0.000043541775,0.00022701487],"category_scores_gemma":[0.00011015676,0.00011697854,0.00002742293,0.00015618232,0.000091107126,0.00010373379,0.00011763714,0.000093235685,0.00008437501],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006557172,0.0001083765,0.9888892,0.000027751443,0.0000067426245,0.000048121725,0.0003177897,0.0073470506,0.0005690896,0.0007634012,0.00040009024,0.0014567978],"study_design_scores_gemma":[0.0013768731,0.00027569814,0.98782444,0.00014856199,0.000009150141,0.000016547956,0.0003200765,0.0013025021,0.0006101665,0.0017142289,0.006120355,0.00028140825],"about_ca_topic_score_codex":0.5322136,"about_ca_topic_score_gemma":0.9786666,"teacher_disagreement_score":0.44645298,"about_ca_system_score_codex":0.00042774036,"about_ca_system_score_gemma":0.000093064424,"threshold_uncertainty_score":0.47702464},"labels":[],"label_agreement":null},{"id":"W2085212024","doi":"10.1111/ecog.01074","title":"Spatio‐temporal pattern of specific gravity of mangrove diaspore: implications for upstream dispersal","year":2014,"lang":"en","type":"article","venue":"Ecography","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":12,"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 Guelph","funders":"Japan Society for the Promotion of Science","keywords":"Bruguiera; Diaspore (botany); Biological dispersal; Mangrove; Ecology; Rhizophora; Estuary; Geology; Propagule; Oceanography; Biology; Seed dispersal","score_opus":0.0071566411277422465,"score_gpt":0.20751236316790278,"score_spread":0.20035572204016053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085212024","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":[0.96904826,0.000009873778,0.028479096,0.00011643135,0.000101435755,0.00030678173,0.00034756435,0.000017720138,0.001572858],"genre_scores_gemma":[0.99878085,0.00000771133,0.0009678467,0.000013487604,0.000030646206,0.000030596097,0.00013042809,0.000013488301,0.000024967141],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992068,0.000021622063,0.0002765827,0.00021895357,0.00010715587,0.0001688783],"domain_scores_gemma":[0.99930084,0.00007303627,0.00019297113,0.00035715563,0.000012644815,0.000063344174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017490858,0.000104269355,0.00018444624,0.00006159293,0.000044517354,0.000007146704,0.00020255957,0.000042723863,0.00013819749],"category_scores_gemma":[0.000008432998,0.000096388336,0.00018386227,0.00022235281,0.00011624564,0.00007330994,0.000079713594,0.000036901427,0.000017894938],"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":[0.000012171069,0.000096408774,0.9774192,0.000026585234,0.000010996172,4.4340666e-8,0.00013397344,0.000053798503,0.00045747723,0.00032735287,0.00084029225,0.02062173],"study_design_scores_gemma":[0.000282764,0.0001209438,0.9910448,0.000011182416,0.00001521355,9.319e-7,0.000059347898,0.0012291936,0.0004747273,0.0033018712,0.0033324205,0.00012656675],"about_ca_topic_score_codex":0.0011594091,"about_ca_topic_score_gemma":0.005885478,"teacher_disagreement_score":0.029732589,"about_ca_system_score_codex":0.00001854585,"about_ca_system_score_gemma":0.000002296408,"threshold_uncertainty_score":0.39306024},"labels":[],"label_agreement":null},{"id":"W2085428237","doi":"10.1007/s10750-011-0974-z","title":"Habitat complexity: approaches and future directions","year":2011,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":608,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Ecosystem; Biodiversity; Ecology; Habitat; Structuring; Mechanism (biology); Environmental resource management; Abundance (ecology); Biology; Environmental science","score_opus":0.049242753656319666,"score_gpt":0.1973536172605906,"score_spread":0.14811086360427095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085428237","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":[0.9221452,0.00007880996,0.00009421681,0.00009578545,0.00017495653,0.00012968511,0.000016228312,0.000088383895,0.077176735],"genre_scores_gemma":[0.9970034,0.000036240042,0.002554195,0.000038845043,0.000043312393,0.000012689748,0.000015037297,0.000006883056,0.0002894042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994377,0.000032326996,0.000096029245,0.00022337657,0.000038604358,0.00017198638],"domain_scores_gemma":[0.9997407,0.000012568554,0.000033057968,0.00015484204,0.0000014202448,0.000057414825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000087738284,0.00009601325,0.000102004415,0.000015223762,0.00011735486,0.000010145082,0.00009987752,0.000064733045,0.0007778313],"category_scores_gemma":[0.00000488909,0.000073836396,0.000026644162,0.00008964531,0.00018875548,0.000075102165,0.00020289265,0.00007516617,0.00031143404],"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":[0.000029862847,0.00016095657,0.95569015,0.000019764819,0.000030350688,0.00000885675,0.0018497256,0.000016996584,0.0010155443,0.0026302175,0.0014127119,0.03713484],"study_design_scores_gemma":[0.00018812447,0.000110373614,0.9595477,0.0000046276987,0.000014344818,0.000081014216,0.00043701808,0.0037270633,0.000090682406,0.0029541068,0.03257269,0.00027225807],"about_ca_topic_score_codex":0.0002474204,"about_ca_topic_score_gemma":0.0026298289,"teacher_disagreement_score":0.07688733,"about_ca_system_score_codex":0.000034819772,"about_ca_system_score_gemma":0.0000014626382,"threshold_uncertainty_score":0.8516707},"labels":[],"label_agreement":null},{"id":"W2085676449","doi":"10.1139/b01-017","title":"On the annular growth pattern in <i>Scirpus maritimus</i> in an intertidal wetland: extension of the concept of cyclic development to within-clone spatial dynamics","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"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":"Ecological succession; Biology; Scirpus; Abiotic component; Ecology; Juvenile; Population; Plant stem; Botany; Wetland","score_opus":0.006347332182902943,"score_gpt":0.18595061211714575,"score_spread":0.1796032799342428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085676449","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":[0.99800783,0.000014378853,0.0004978818,0.000803709,0.00024435206,0.00019633617,0.00002697126,0.0000011206117,0.00020738684],"genre_scores_gemma":[0.99950933,0.0000025348213,0.0000659643,0.00036553972,0.000017122027,0.0000020285122,0.0000015607575,0.000012806213,0.000023130671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851084,0.00012474305,0.0006279081,0.00015001665,0.0003084374,0.00027803128],"domain_scores_gemma":[0.99913925,0.000053771342,0.00027571147,0.00023956639,0.000033756405,0.000257928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005557063,0.00012930385,0.0002459303,0.00012188011,0.00006128661,0.000020421525,0.00049274275,0.000058709677,0.00014030912],"category_scores_gemma":[0.000100276,0.000086014756,0.000053149703,0.0003166781,0.00011021597,0.000110641806,0.00008107776,0.00025234662,0.0000051901666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000684654,0.000058301353,0.9832695,0.0000064476476,0.000007892404,0.00019665029,0.0028443178,0.0051421765,0.0019424424,0.000032767377,0.000077132914,0.0063538644],"study_design_scores_gemma":[0.00056171214,0.00024971392,0.9882094,0.0004092023,0.000006884931,0.00016995984,0.00073020376,0.008332901,0.00083997985,0.00024499444,0.00008952108,0.00015552105],"about_ca_topic_score_codex":0.042157277,"about_ca_topic_score_gemma":0.88347095,"teacher_disagreement_score":0.84131366,"about_ca_system_score_codex":0.0007030845,"about_ca_system_score_gemma":0.00016057938,"threshold_uncertainty_score":0.96422106},"labels":[],"label_agreement":null},{"id":"W2087975061","doi":"10.5539/jas.v6n6p165","title":"Properties of the Mangrove Community Sediment on the Island of El Souda Western Saudi Arabia","year":2014,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Mangrove; Blue carbon; Total organic carbon; Organic matter; Environmental science; Sediment; Nutrient; Avicennia marina; Ecosystem; Carbon fibers; Biomass (ecology); Pollution; Alkalinity; Environmental chemistry; Ecology; Carbon sequestration; Carbon dioxide; Geology; Chemistry; Biology","score_opus":0.011016672281791035,"score_gpt":0.1915805409052493,"score_spread":0.18056386862345827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087975061","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":[0.99709946,0.000011412473,0.000016666756,0.0009889288,0.00019768698,0.00012683828,0.0000027562753,0.0000019983781,0.00155423],"genre_scores_gemma":[0.99967545,0.0000050086214,0.000020604079,0.00008190877,0.000031404103,9.066774e-7,8.673267e-8,0.000001961197,0.00018267709],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99840224,0.0001776749,0.00034719505,0.00008032975,0.0008192815,0.00017329886],"domain_scores_gemma":[0.9989803,0.0000917198,0.00055892154,0.00024747092,0.000062902924,0.000058699043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014658915,0.00009549768,0.00016654826,0.000017039541,0.00030842453,0.000035953693,0.001110366,0.000022822747,0.000029779983],"category_scores_gemma":[0.00014375457,0.00003155636,0.0000953297,0.000338954,0.00055510574,0.0002466191,0.00041561745,0.00024939442,0.000010053239],"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":[0.000047440284,0.00025868896,0.17587796,0.000046334142,0.000020527075,4.58245e-7,0.005107231,0.009096225,0.80723137,0.00021733766,0.0011221564,0.00097427896],"study_design_scores_gemma":[0.00014180191,0.00025992098,0.96672595,0.000178669,0.000012693163,0.00004360366,0.001152475,0.00033492007,0.030813249,0.00009406573,0.00017325683,0.000069411486],"about_ca_topic_score_codex":0.0005010882,"about_ca_topic_score_gemma":0.0014071285,"teacher_disagreement_score":0.79084796,"about_ca_system_score_codex":0.0001583177,"about_ca_system_score_gemma":0.000015479172,"threshold_uncertainty_score":0.23721832},"labels":[],"label_agreement":null},{"id":"W2088774979","doi":"10.1007/s10530-012-0377-8","title":"Intercontinental dispersal of Typha angustifolia and T. latifolia between Europe and North America has implications for Typha invasions","year":2012,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Trent University","keywords":"Biology; Typha; Biological dispersal; Invasive species; Context (archaeology); Introduced species; Ecology; Typha angustifolia; Approximate Bayesian computation; Wetland; Population; Demography","score_opus":0.15558280699171623,"score_gpt":0.26036240563851,"score_spread":0.10477959864679376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088774979","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":[0.9959011,0.00009405442,0.0017752002,0.0005400578,0.00006266736,0.00038384,0.0006123069,0.00003408527,0.00059666677],"genre_scores_gemma":[0.997638,0.000110901434,0.0018047459,0.00007989814,0.00006013266,0.000039755814,0.0001768263,0.000011492035,0.00007825174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990286,0.00005559903,0.00027182762,0.00026910726,0.000060673203,0.0003141752],"domain_scores_gemma":[0.99912214,0.00030288743,0.00010403324,0.00019430726,0.000014434067,0.00026219164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012427528,0.00015094709,0.00024836903,0.00002614372,0.0002295699,0.000020906245,0.00016051026,0.00008418103,0.00014783313],"category_scores_gemma":[0.00020442276,0.00010711484,0.000055941557,0.0001989671,0.0004308488,0.00013489732,0.0005600787,0.000091654365,0.000048223934],"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":[0.000011314623,0.00008203494,0.9870432,0.000007779788,0.0000136596545,1.9861233e-7,0.00016997484,0.0000027282529,0.0052527566,0.0003980057,0.0007306115,0.006287749],"study_design_scores_gemma":[0.0001891653,0.00015016418,0.9860218,0.000011164058,0.000035221678,0.00000859269,0.00010622896,0.00018711541,0.00004811689,0.00013825193,0.012954245,0.00014992492],"about_ca_topic_score_codex":0.00024099044,"about_ca_topic_score_gemma":0.00066000165,"teacher_disagreement_score":0.012223634,"about_ca_system_score_codex":0.0000273728,"about_ca_system_score_gemma":0.000006941347,"threshold_uncertainty_score":0.43680164},"labels":[],"label_agreement":null},{"id":"W2088988723","doi":"10.1371/journal.pone.0066686","title":"A Global Trend towards the Loss of Evolutionarily Unique Species in Mangrove Ecosystems","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"University of Johannesburg","keywords":"Threatened species; Mangrove; IUCN Red List; Ecology; Biome; Extinction (optical mineralogy); Biodiversity; Species richness; Ecosystem; Biology; Phylogenetic diversity; Geography; Near-threatened species; Endangered species; Phylogenetic tree; Habitat","score_opus":0.01909481086065803,"score_gpt":0.18753392726810653,"score_spread":0.1684391164074485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088988723","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":[0.9674056,0.000032987246,0.00005392658,0.00050274003,0.000038927516,0.00040000858,0.00008574048,0.000019167202,0.031460863],"genre_scores_gemma":[0.99821854,0.000017791292,0.000246203,0.000028382397,0.000029818051,0.00005131354,0.000010314184,0.000007124472,0.0013905031],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889624,0.000062971456,0.00026567533,0.00017985789,0.00036804262,0.00022721327],"domain_scores_gemma":[0.9995321,0.000034422566,0.00008941588,0.00028218378,0.000009585945,0.00005228211],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017004373,0.0001062053,0.00019367243,0.000021639453,0.000039169638,0.000021953312,0.00028529554,0.000054313405,0.0014843732],"category_scores_gemma":[0.000028457403,0.000076814635,0.000042478077,0.00028925587,0.00009546784,0.00015541454,0.00024188681,0.00006679668,0.00035194747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021521937,0.0007081849,0.99243337,0.00008778463,0.000051853698,0.00000548989,0.00041821302,0.00043485884,0.00300724,0.00093168195,0.0013259104,0.0005738957],"study_design_scores_gemma":[0.00027483382,0.00006704477,0.97360396,0.0001012686,0.000017888244,0.000007274648,0.0003053752,0.023357322,0.00027979663,0.0014620775,0.0003769447,0.00014622907],"about_ca_topic_score_codex":0.010486486,"about_ca_topic_score_gemma":0.063754074,"teacher_disagreement_score":0.053267587,"about_ca_system_score_codex":0.00040105195,"about_ca_system_score_gemma":0.00001115217,"threshold_uncertainty_score":0.9994284},"labels":[],"label_agreement":null},{"id":"W2089418203","doi":"10.3394/0380-1330(2008)34[301:ciogmi]2.0.co;2","title":"Cattail Invasion of Sedge/Grass Meadows in Lake Ontario: Photointerpretation Analysis of Sixteen Wetlands over Five Decades","year":2008,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":100,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Army Corps of Engineers; U.S. Geological Survey; National Oceanic and Atmospheric Administration","keywords":"Typha; Wetland; Marsh; Vegetation (pathology); Water level; Ecology; Typha angustifolia; Aquatic plant; Environmental science; Hydrology (agriculture); Macrophyte; Geography; Geology; Biology","score_opus":0.03217027474907019,"score_gpt":0.3008303427988155,"score_spread":0.2686600680497453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089418203","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":[0.99600637,0.00003158159,0.00013160144,0.000037319907,0.00004104381,0.00015650099,0.000028682985,0.0000021719054,0.0035647196],"genre_scores_gemma":[0.9986199,0.00008877458,0.00019028899,0.0000069647162,0.000013871273,0.0000032170897,0.000011412467,0.000009853677,0.0010556815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971,0.0002704124,0.00081020646,0.0001966122,0.0013222885,0.0003004606],"domain_scores_gemma":[0.9987061,0.0003453925,0.00039194842,0.0002505509,0.00017437535,0.00013164572],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016744196,0.00012396263,0.0005456021,0.00091806694,0.000074129166,0.000019460978,0.00040671474,0.0001037832,0.001341217],"category_scores_gemma":[0.00018192182,0.00009739015,0.00024131093,0.0016033961,0.00022633382,0.00041669604,0.00020432097,0.00044085374,0.0000112891885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028385693,0.00013276293,0.9804109,0.000027554745,0.00016513187,0.00007526903,0.0031324786,0.0081459,0.006612876,0.000003364846,0.00040627425,0.0006036315],"study_design_scores_gemma":[0.0006698864,0.000382145,0.9874677,0.00012225544,0.0000833556,0.00003667347,0.00029442835,0.008700686,0.0014238108,0.00006383848,0.0006634546,0.00009174919],"about_ca_topic_score_codex":0.021002816,"about_ca_topic_score_gemma":0.8904752,"teacher_disagreement_score":0.86947244,"about_ca_system_score_codex":0.00055978703,"about_ca_system_score_gemma":0.00011864552,"threshold_uncertainty_score":0.9995717},"labels":[],"label_agreement":null},{"id":"W2091042742","doi":"10.1016/j.baae.2015.04.006","title":"Hybrid Typha×glauca outperforms native T. latifolia under contrasting water depths in a common garden","year":2015,"lang":"en","type":"article","venue":"Basic and Applied Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"University of Warwick","keywords":"Typha; Typha angustifolia; Rhizome; Biology; Hybrid; Biomass (ecology); Botany; Introduced species; Ecology; Wetland","score_opus":0.010248513980378385,"score_gpt":0.2067158056331009,"score_spread":0.19646729165272253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091042742","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":[0.9663012,0.00000540152,0.00022124055,0.00017446265,0.000105975625,0.0002783577,0.000005814776,0.000025075626,0.032882478],"genre_scores_gemma":[0.99902666,0.0000022271597,0.0001087357,0.00027592556,0.000027696195,0.000043208012,0.000020187674,0.000013944971,0.00048144272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989703,0.00003143899,0.00022543808,0.00027857057,0.00010543872,0.00038878742],"domain_scores_gemma":[0.9996514,0.000065696135,0.000046932964,0.000111726265,0.0000043509567,0.000119916906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003320021,0.00014062205,0.00025497837,0.00003412845,0.000075359436,0.000018429972,0.000107247455,0.000075301505,0.00037261643],"category_scores_gemma":[0.000008789717,0.00010371087,0.000017994786,0.00004502254,0.00013279975,0.00006497007,0.00027396219,0.00014305067,0.0004640086],"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":[0.00019405215,0.00015869482,0.9798593,0.000022864886,0.000029448143,0.000039995317,0.0023714495,0.004975131,0.0011814606,0.0015295339,0.0012725537,0.0083655445],"study_design_scores_gemma":[0.005373107,0.00033409262,0.91614,0.000021745758,0.0000424473,0.00015205402,0.0041191867,0.04027851,0.0017609922,0.027735122,0.0032093206,0.00083341484],"about_ca_topic_score_codex":0.00014471963,"about_ca_topic_score_gemma":0.007570914,"teacher_disagreement_score":0.063719265,"about_ca_system_score_codex":0.0001959296,"about_ca_system_score_gemma":0.000010822106,"threshold_uncertainty_score":0.5964047},"labels":[],"label_agreement":null},{"id":"W2093165248","doi":"10.4000/vertigo.1254","title":"Impacts de l’élévation du niveau marin sur l’évolution future d’un marais maritime endigue : le domaine de Graveyron, bassin d’Arcachon (France)","year":2008,"lang":"fr","type":"article","venue":"VertigO","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"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":"Humanities; Forestry; Geography; Art","score_opus":0.004943891582489114,"score_gpt":0.17879928609289997,"score_spread":0.17385539451041085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093165248","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":[0.9520297,0.0011225753,0.035896294,0.005607236,0.0012492443,0.0004964104,0.00017706737,0.00012342821,0.0032980375],"genre_scores_gemma":[0.9858709,0.0022149847,0.0035791039,0.00033741398,0.00081982015,0.000027566492,0.0001766532,0.00007537137,0.006898183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965481,0.00037998837,0.00056089816,0.00066515483,0.0005432552,0.0013025951],"domain_scores_gemma":[0.9985639,0.00011764406,0.00023539363,0.00053704117,0.000035207497,0.00051080075],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064351456,0.00047062236,0.00041044445,0.0001271553,0.0008173778,0.00008476579,0.0004210635,0.0004727937,0.0020544988],"category_scores_gemma":[0.00011851511,0.0005319782,0.0002184305,0.0006174928,0.00035665653,0.00085558655,0.00031244507,0.0004711807,0.00072520843],"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":[0.00015804527,0.0004459761,0.93968683,0.00015082568,0.000052589403,0.0003029366,0.0010458567,0.002477052,0.0136567,0.0012589917,0.014094536,0.026669674],"study_design_scores_gemma":[0.0014550178,0.00016592308,0.8933809,0.00013510883,0.00004753221,0.00082652207,0.000117452204,0.054460227,0.0012781942,0.0011437817,0.046438396,0.0005509948],"about_ca_topic_score_codex":0.037969384,"about_ca_topic_score_gemma":0.015745508,"teacher_disagreement_score":0.051983174,"about_ca_system_score_codex":0.0021212818,"about_ca_system_score_gemma":0.00026045582,"threshold_uncertainty_score":0.9997132},"labels":[],"label_agreement":null},{"id":"W2093267972","doi":"10.1029/2002gb001917","title":"Global carbon sequestration in tidal, saline wetland soils","year":2003,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1778,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Wetland; Mangrove; Salt marsh; Blue carbon; Marsh; Environmental science; Carbon sequestration; Swamp; Brackish marsh; Soil carbon; Peat; Carbon sink; Ecosystem; Hydrology (agriculture); Spartina; Oceanography; Carbon cycle; Ecology; Soil water; Geology; Climate change; Carbon dioxide; Soil science; Biology","score_opus":0.007242845141338563,"score_gpt":0.22730396863222427,"score_spread":0.22006112349088572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093267972","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":[0.9501455,0.000057098776,0.000041565138,0.0001417643,0.00011416899,0.00016474308,0.0002023324,0.000064074586,0.04906877],"genre_scores_gemma":[0.99923795,0.000014352931,0.00050935196,0.00007521227,0.00003072601,0.000009676961,0.00010425027,0.0000061763635,0.0000122976735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984383,0.00006669656,0.00032443466,0.0004237108,0.00030050945,0.00044633576],"domain_scores_gemma":[0.9995021,0.000018385203,0.00006652609,0.00024004684,0.0000071468144,0.00016576468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018754003,0.00020763036,0.00020476436,0.000013039193,0.000038631893,0.00004099702,0.00018645843,0.00017345183,0.00019978374],"category_scores_gemma":[0.00009014441,0.00019727623,0.00006243383,0.00047887617,0.00010413048,0.00010504859,0.00012356743,0.00008142043,0.00014611635],"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":[0.000026255804,0.00009124038,0.99109465,0.000009253232,0.0000049898713,0.000021219023,0.000008393033,0.00037185082,0.0064536687,0.0007280682,0.00043029,0.0007601322],"study_design_scores_gemma":[0.003160559,0.00022237931,0.8518252,0.00014541682,0.000065942484,0.0003349849,0.00022034755,0.015115817,0.019242803,0.09931641,0.008499642,0.00185053],"about_ca_topic_score_codex":0.004650414,"about_ca_topic_score_gemma":0.013507729,"teacher_disagreement_score":0.13926947,"about_ca_system_score_codex":0.0007321346,"about_ca_system_score_gemma":0.000022310975,"threshold_uncertainty_score":0.8044691},"labels":[],"label_agreement":null},{"id":"W2093791709","doi":"10.1016/j.seares.2005.09.003","title":"Single-grain, microfloc and macrofloc volume variations observed with a LISST-100 and a digital floc camera","year":2005,"lang":"en","type":"article","venue":"Journal of Sea Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":108,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; Bedford Institute of Oceanography; Dalhousie University","funders":"","keywords":"Flocculation; Volume (thermodynamics); Particle (ecology); Particle size; Mineralogy; Suspension (topology); Materials science; Environmental science; Geology; Environmental engineering; Physics; Oceanography; Mathematics; Thermodynamics","score_opus":0.033021930893279594,"score_gpt":0.26496497567605465,"score_spread":0.23194304478277505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093791709","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":[0.9944404,0.00029150306,0.00061595684,0.0030213431,0.000034426823,0.00018377167,0.000034550958,0.000008571814,0.0013694925],"genre_scores_gemma":[0.99514526,0.0001308056,0.0025072251,0.000041226293,0.00012804112,0.0000034876941,0.0000038353883,0.000020811627,0.0020193162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813706,0.00009760268,0.00034082166,0.00022266156,0.0007704308,0.00043144744],"domain_scores_gemma":[0.9991021,0.0001406346,0.00013353967,0.00016571813,0.00011516398,0.00034283797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010026698,0.0001306318,0.0002164648,0.00016060991,0.0002389451,0.00039614318,0.00022553488,0.00006634298,0.00023228404],"category_scores_gemma":[0.00014532311,0.000099723235,0.00003984593,0.00043221787,0.000270772,0.0007666692,0.00034020314,0.00043570306,0.000057402645],"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":[0.0005545392,0.00054167607,0.81613636,0.00008600349,0.0001293442,0.00033006465,0.0020535428,0.00044459983,0.023725329,0.000051890962,0.011333595,0.14461304],"study_design_scores_gemma":[0.0061423667,0.0048740464,0.6901608,0.00052727124,0.000094590214,0.006833751,0.0027383568,0.092796415,0.0011293498,0.00078981445,0.19280069,0.0011125576],"about_ca_topic_score_codex":0.0004359797,"about_ca_topic_score_gemma":0.0017757227,"teacher_disagreement_score":0.18146709,"about_ca_system_score_codex":0.00030594005,"about_ca_system_score_gemma":0.00005494053,"threshold_uncertainty_score":0.40665954},"labels":[],"label_agreement":null},{"id":"W2094131448","doi":"10.1017/s0376892901000388","title":"Salt balances of inland shrimp ponds in Thailand: implications for land and water salinization","year":2001,"lang":"en","type":"article","venue":"Environmental Conservation","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Burapha University; University of Victoria","keywords":"Environmental science; Shrimp farming; Soil salinity; Salinity; Shrimp; Brackish water; Fishery; Aquaculture; Hydrology (agriculture); Ecology; Biology; Geology; Fish <Actinopterygii>","score_opus":0.008981593276170197,"score_gpt":0.21258700323565136,"score_spread":0.20360540995948115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094131448","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":[0.9971212,0.000020878366,0.0014153429,0.00062143273,0.00003140281,0.00034518875,0.000055669527,0.000010392268,0.00037850646],"genre_scores_gemma":[0.99895906,0.00009604085,0.0003198205,0.000100884725,0.000012740541,0.00004432734,0.00030391733,0.0000105107165,0.00015272282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930096,0.000024997753,0.00024358749,0.00019755287,0.00008501657,0.00014791546],"domain_scores_gemma":[0.99971694,0.00005530848,0.00007011937,0.00012035222,0.0000017193574,0.000035583857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018418465,0.00009090641,0.00011834474,0.00003687727,0.000059792714,0.0000120334935,0.00006583871,0.000052682375,0.00013390456],"category_scores_gemma":[0.000010100775,0.000076025215,0.000019271589,0.00006912041,0.00006668313,0.00020583234,0.000074907395,0.000035042147,0.000016454615],"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":[0.000040019517,0.000053477743,0.97815144,0.000010958523,0.0000030841206,3.51279e-7,0.00015056308,0.00016072132,0.020317566,0.000022239205,0.00005880349,0.0010307819],"study_design_scores_gemma":[0.0006089738,0.0000697331,0.98876065,0.000008500048,0.000007330273,0.000012595573,0.000037169662,0.007338643,0.00074942556,0.0008619252,0.0014445707,0.00010047842],"about_ca_topic_score_codex":0.00014712445,"about_ca_topic_score_gemma":0.00036353795,"teacher_disagreement_score":0.01956814,"about_ca_system_score_codex":0.00007590037,"about_ca_system_score_gemma":0.000002391487,"threshold_uncertainty_score":0.31002182},"labels":[],"label_agreement":null},{"id":"W2094471251","doi":"10.1007/s11442-015-1176-9","title":"The synchronicity and difference in the change of suspended sediment concentration in the Yangtze River Estuary","year":2015,"lang":"en","type":"article","venue":"Journal of Geographical Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Estuary; Shoal; Hydrology (agriculture); Sediment; Bay; Environmental science; Shore; Surface runoff; Oceanography; Drainage basin; Structural basin; Yangtze river; Flood myth; Geology; Geography; Geomorphology; China; Ecology","score_opus":0.027641821823088292,"score_gpt":0.25034286194320154,"score_spread":0.22270104012011324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094471251","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":[0.99528265,0.00031837248,0.00001889262,0.0034871453,0.000087770204,0.0001824109,0.0000011016202,9.73562e-7,0.0006206762],"genre_scores_gemma":[0.9995425,0.00023156813,0.0000359197,0.00015581402,0.000027334943,0.0000041262315,1.8091689e-7,9.812737e-7,0.0000016205904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983195,0.00029604833,0.0002990653,0.000104762286,0.0007837197,0.0001969022],"domain_scores_gemma":[0.99925476,0.00037812546,0.00020165983,0.00009823518,0.000015246353,0.000051995994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039863153,0.000068588924,0.00011481719,0.000032440177,0.0001379645,0.00006633987,0.0006180641,0.000030746312,0.00000952266],"category_scores_gemma":[0.00008993957,0.00002690682,0.00003596328,0.00065465237,0.00096289837,0.000213402,0.00010451712,0.00018983005,9.2805976e-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":[0.000023218532,0.00008005534,0.99133617,0.0000029586947,0.0000024291883,0.000007610434,0.0029936943,0.00010905251,0.000052402673,0.0009960714,0.000038163547,0.004358149],"study_design_scores_gemma":[0.00026606975,0.0003301297,0.9864906,0.000029330738,0.0000060989255,0.000035900324,0.0024025892,0.0046441276,0.0000065685444,0.0055488255,0.00019578061,0.000043972035],"about_ca_topic_score_codex":0.0015306759,"about_ca_topic_score_gemma":0.0076022083,"teacher_disagreement_score":0.006071532,"about_ca_system_score_codex":0.000041966225,"about_ca_system_score_gemma":0.00002458712,"threshold_uncertainty_score":0.42422107},"labels":[],"label_agreement":null},{"id":"W2095143351","doi":"10.1111/j.1654-109x.2007.tb00437.x","title":"Plant community establishment in a restored wetland: Effects of soil removal","year":2007,"lang":"en","type":"article","venue":"Applied Vegetation Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Environmental science; Plant community; Wetland; Agronomy; Perennial plant; Soil water; Biomass (ecology); Hydrology (agriculture); Ecology; Ecological succession; Biology; Soil science","score_opus":0.007859651240548132,"score_gpt":0.22655316646575646,"score_spread":0.21869351522520833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095143351","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":[0.975986,0.0000068794066,0.0035397238,0.000013983895,0.00012818028,0.00030736107,0.0000018234998,0.000022913904,0.019993134],"genre_scores_gemma":[0.9983264,0.0000029440366,0.0015690994,0.00005132982,0.00000745369,0.000011953494,0.00000694309,0.0000060576003,0.000017806507],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998384,0.000045510733,0.0003373022,0.00024288178,0.00064685725,0.0003434388],"domain_scores_gemma":[0.9990774,0.00029978572,0.00015413355,0.0003495673,0.000012287333,0.00010685977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028924865,0.00010564955,0.00015617097,0.00016058431,0.00018308045,0.000028380195,0.00045081464,0.000042470834,0.000010482628],"category_scores_gemma":[0.00011991897,0.000098159195,0.000020959735,0.0010793663,0.0003695358,0.0002497654,0.00027687993,0.00017334742,0.000051447747],"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":[0.00021122584,0.0005548652,0.13323486,0.00027375016,0.000006239597,0.00005982285,0.011648286,0.024873089,0.7976043,0.004801767,0.00008566119,0.026646106],"study_design_scores_gemma":[0.00088155735,0.00008325316,0.9378879,0.00007046409,0.000005951019,0.000019572755,0.0006322509,0.010674852,0.04754239,0.0018186008,0.00016841924,0.00021480536],"about_ca_topic_score_codex":0.0017318603,"about_ca_topic_score_gemma":0.015054288,"teacher_disagreement_score":0.804653,"about_ca_system_score_codex":0.0003150151,"about_ca_system_score_gemma":0.000032656488,"threshold_uncertainty_score":0.84006464},"labels":[],"label_agreement":null},{"id":"W2095235553","doi":"10.1371/journal.pone.0110633","title":"Behavioral Response of Corophium volutator to Shorebird Predation in the Upper Bay of Fundy, Canada","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; Mount Allison University","funders":"Division of Mathematical Sciences; Natural Sciences and Engineering Research Council of Canada; Mount Allison University; Acadia University","keywords":"Predation; Burrow; Foraging; Calidris; Predator; Bay; Ecology; Biology; Invertebrate; Oceanography; Geology","score_opus":0.01716080565800574,"score_gpt":0.20265490805859024,"score_spread":0.1854941024005845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095235553","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":[0.99902964,0.0000017433447,0.000044627428,0.000284586,0.000024744826,0.00024611724,0.000049879844,0.00000407447,0.00031459305],"genre_scores_gemma":[0.9994072,5.2239494e-7,0.00034578532,0.000051660758,0.000008219321,0.0000125970555,0.000006420591,0.0000072049597,0.00016043134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990263,0.00012677329,0.00020341673,0.00012108908,0.00039112623,0.000131315],"domain_scores_gemma":[0.99954623,0.00009031277,0.00006155035,0.00024850984,0.000010068889,0.00004330134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041837094,0.00006109677,0.00012998472,0.000025699708,0.000019873502,0.0000047781637,0.00019632251,0.000025201987,0.00018454989],"category_scores_gemma":[0.00008326581,0.000048529906,0.000015002015,0.00016279267,0.000029457327,0.000050106646,0.00009299822,0.000047884896,0.000018490759],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002694579,0.00046398846,0.93195903,0.000028372047,0.000005807877,0.0000016051658,0.0007574375,0.0005012552,0.06536972,0.000012508769,0.00027192666,0.0003589128],"study_design_scores_gemma":[0.00015967824,0.00023692271,0.98936224,0.00004377706,0.000019306644,8.7865845e-7,0.00018339009,0.0057995715,0.0039531016,0.000018634033,0.00014400533,0.000078483274],"about_ca_topic_score_codex":0.17014536,"about_ca_topic_score_gemma":0.8135433,"teacher_disagreement_score":0.643398,"about_ca_system_score_codex":0.00016251978,"about_ca_system_score_gemma":0.000028569511,"threshold_uncertainty_score":0.83538073},"labels":[],"label_agreement":null},{"id":"W2095311664","doi":"10.1016/j.chemosphere.2007.03.068","title":"Cu sorption on Phragmites australis leaf and stem litter: A kinetic study","year":2007,"lang":"en","type":"article","venue":"Chemosphere","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Phragmites; Sorption; Diffusion; Chemistry; Kinetics; Decomposition; Litter; Environmental chemistry; Plant litter; Desorption; Particle (ecology); Organic matter; Wetland; Ecology; Ecosystem; Adsorption; Biology; Thermodynamics; Physics; Organic chemistry","score_opus":0.010185451331975846,"score_gpt":0.22215328745083,"score_spread":0.21196783611885414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095311664","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":[0.98659617,0.000013270174,0.0001062746,0.00007670638,0.00007687381,0.0003213692,0.000002656098,0.000054433713,0.012752231],"genre_scores_gemma":[0.994247,0.0000037222387,0.00012176794,0.00006288945,0.000041403582,0.000007637431,0.0000036714773,0.00001615309,0.005495747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989718,0.000018385193,0.00019078306,0.00032943426,0.0002239931,0.0002655604],"domain_scores_gemma":[0.99953544,0.000042674455,0.000055672936,0.00025331543,0.000004280508,0.00010861012],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002473559,0.00014930755,0.00013638192,0.0000071587283,0.00007298795,0.000043176977,0.00012109166,0.00006111097,0.0011905979],"category_scores_gemma":[0.000007754286,0.00013182248,0.000029476038,0.00014281059,0.0000467625,0.00009589069,0.00013624801,0.00009373894,0.00071109534],"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":[0.00006660157,0.0003060599,0.94624406,0.00003183177,0.000013942766,0.000035432702,0.0008066369,0.00023327536,0.0037318293,0.000017294753,0.0014623759,0.04705065],"study_design_scores_gemma":[0.0011103709,0.0005012284,0.9854915,0.000046315046,0.000032348402,0.00003167908,0.00296389,0.0022677013,0.0019667386,0.00011881404,0.005069613,0.0003997851],"about_ca_topic_score_codex":0.00035515314,"about_ca_topic_score_gemma":0.0025231617,"teacher_disagreement_score":0.046650864,"about_ca_system_score_codex":0.00012829302,"about_ca_system_score_gemma":0.0000020421946,"threshold_uncertainty_score":0.9997224},"labels":[],"label_agreement":null},{"id":"W2096076742","doi":"10.1111/j.1365-2664.2005.01080.x","title":"Saltmarsh erosion and restoration in south‐east England: squeezing the evidence requires realignment","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":111,"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 Toronto","funders":"","keywords":"Salt marsh; Bioturbation; Herbivore; Erosion; Marsh; Ecological succession; Ecology; Sediment; Coastal erosion; Oceanography; Environmental science; Wetland; Geology; Biology; Paleontology","score_opus":0.012798873055373536,"score_gpt":0.22358473998512757,"score_spread":0.21078586692975404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096076742","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":[0.99735636,0.000044103916,0.00018673482,0.0013722362,0.00011115834,0.00015484387,8.245975e-7,0.00000462239,0.0007691352],"genre_scores_gemma":[0.9990339,0.00009441813,0.00052174274,0.00018333911,0.00012852898,0.0000065664935,5.25613e-7,0.000006758527,0.00002417745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990102,0.00006585978,0.00042229984,0.00011874487,0.00019461928,0.00018826578],"domain_scores_gemma":[0.99934375,0.00015108919,0.00031552906,0.000121529505,0.000007138002,0.000060973125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012111749,0.00008705284,0.00016625793,0.00005113346,0.00009111995,0.000026577025,0.00016248834,0.00007046823,0.0000944434],"category_scores_gemma":[0.000054990876,0.000060027574,0.00002405206,0.00009726923,0.000066415894,0.00020053261,0.0001554656,0.00018632063,0.00003839462],"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":[0.0011699296,0.00019200075,0.7557507,0.00004348406,0.000026611042,0.000041713356,0.026314711,0.10225789,0.062170435,0.0008545823,0.0014779374,0.049700014],"study_design_scores_gemma":[0.0017543965,0.00048993155,0.9737082,0.0001260701,0.00003779328,0.00023189961,0.0021925063,0.012695997,0.0004421635,0.0021400084,0.005916092,0.0002649336],"about_ca_topic_score_codex":0.000053545464,"about_ca_topic_score_gemma":0.009643464,"teacher_disagreement_score":0.21795751,"about_ca_system_score_codex":0.0003673112,"about_ca_system_score_gemma":0.000016097127,"threshold_uncertainty_score":0.53812796},"labels":[],"label_agreement":null},{"id":"W2096158564","doi":"10.1139/er-2013-0026","title":"Hypersaline tidal flats (apicum ecosystems): the weak link in the tropical wetlands chain","year":2013,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":41,"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":"Wetland; Ecosystem; Ecology; Biodiversity; Salt marsh; Environmental science; Ecosystem services; Geography; Biology","score_opus":0.00916545673194321,"score_gpt":0.20390183193592118,"score_spread":0.19473637520397796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096158564","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":[0.9760494,0.0019883295,0.00022227332,0.006399924,0.00034917638,0.0031431734,0.000017709533,0.00003400417,0.011795981],"genre_scores_gemma":[0.9944968,0.001733204,0.000117093674,0.00095286214,0.00025260492,0.00045050515,0.000042823867,0.000029989125,0.0019241053],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719846,0.00060006813,0.00071883283,0.00046589444,0.0004940224,0.00052273995],"domain_scores_gemma":[0.9987223,0.00014468006,0.0001892017,0.0008217832,3.6295194e-7,0.000121681915],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009434704,0.000328264,0.00040771067,0.000027479718,0.00020996905,0.000087323235,0.00085025857,0.00010864617,0.0036693076],"category_scores_gemma":[0.00004128668,0.00016792273,0.00019951646,0.00020105012,0.00017223018,0.00023252863,0.0003780749,0.00040157966,0.013309526],"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":[0.000038630726,0.00046958757,0.80450153,0.000071038536,0.00003115666,0.000030969495,0.0018239879,0.00021241383,0.005533486,0.0001358724,0.03670251,0.15044884],"study_design_scores_gemma":[0.0004135451,0.00009687998,0.35636303,0.000052390198,0.000021147427,0.00007819872,0.00042356589,0.010034547,0.000019199571,0.00012209803,0.63207895,0.00029649085],"about_ca_topic_score_codex":0.00040214782,"about_ca_topic_score_gemma":0.0025323653,"teacher_disagreement_score":0.59537643,"about_ca_system_score_codex":0.0003093683,"about_ca_system_score_gemma":0.0000037274854,"threshold_uncertainty_score":0.9972415},"labels":[],"label_agreement":null},{"id":"W2096420618","doi":"10.5194/isprsannals-ii-8-45-2014","title":"Species Discrimination of Mangroves using Derivative Spectral Analysis","year":2014,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":12,"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":"Multiple Sclerosis Scientific Research Foundation","keywords":"Mangrove; Red edge; Spectral line; Intertidal zone; Parametric statistics; Vegetation (pathology); Second derivative; Remote sensing; Analytical Chemistry (journal); Environmental science; Chemistry; Mathematics; Physics; Ecology; Geology; Hyperspectral imaging; Biology; Statistics; Environmental chemistry","score_opus":0.03399571209729334,"score_gpt":0.2741154463996437,"score_spread":0.24011973430235034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096420618","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":[0.6080475,0.0000032310445,0.38939276,0.00017853799,0.00007347858,0.00008052119,0.000007768202,0.0000060144694,0.0022101668],"genre_scores_gemma":[0.997855,0.000012602855,0.0020057792,0.00008489879,0.000012729369,3.5359484e-8,0.0000037367572,0.0000023241118,0.000022896857],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998749,0.00008377439,0.0004009266,0.00012516935,0.00045659227,0.00018449752],"domain_scores_gemma":[0.99916553,0.00008204404,0.00048316288,0.00017196086,0.00005151358,0.000045785415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007976566,0.000105757004,0.00021887994,0.0001933213,0.00023375006,0.0000825795,0.00018515953,0.000036585956,0.000021246418],"category_scores_gemma":[0.0002143836,0.00007235709,0.00012356558,0.0011314761,0.00052180124,0.0003240865,0.00016827103,0.00005215246,0.0000015176497],"study_design_candidate":"design_other","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":[0.000022989689,0.00001564339,0.02088503,0.000046783374,0.00006034662,7.65795e-8,0.002874024,0.031180197,0.006592641,0.000035611247,0.000031663338,0.938255],"study_design_scores_gemma":[0.000058819896,0.00005398,0.076634265,0.00003128797,0.0000417449,0.000002495387,0.00089369534,0.905578,0.01578135,0.000712279,0.0001269196,0.00008517086],"about_ca_topic_score_codex":0.19892444,"about_ca_topic_score_gemma":0.06721212,"teacher_disagreement_score":0.93816984,"about_ca_system_score_codex":0.000018518975,"about_ca_system_score_gemma":0.000009056669,"threshold_uncertainty_score":0.94980884},"labels":[],"label_agreement":null},{"id":"W2096749565","doi":"10.1139/f2012-046","title":"Salt marsh connectivity and freshwater versus saltwater inflow: multiple methods including tidal gauges, water isotopes, and LIDAR elevation models<sup>1</sup>This article is derived from a special session entitled “A New Hydrology: Inflow Effects on Ecosystem Form and Functioning” that took place at the February 2011 ASLO Aquatic Sciences conference in San Juan, Puerto Rico.","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"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":"National Science Foundation","keywords":"Salt marsh; Wetland; Hydrology (agriculture); Environmental science; Elevation (ballistics); Marsh; Salinity; Water level; Estuary; Habitat; Freshwater inflow; Saltwater intrusion; Groundwater; Ecology; Oceanography; Geology; Geography; Aquifer; Biology","score_opus":0.030669758619869262,"score_gpt":0.23410072368429902,"score_spread":0.20343096506442976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096749565","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":[0.99729586,0.00027055974,0.00043299716,0.001213694,0.00029253832,0.00027531193,0.0000091291195,0.0000045313814,0.00020538158],"genre_scores_gemma":[0.9979501,0.0000480593,0.0016173281,0.00019454502,0.00009972581,0.000006521788,0.0000023233972,0.00000768741,0.000073745075],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983539,0.0002685856,0.00031466698,0.00030939092,0.0002844199,0.00046904737],"domain_scores_gemma":[0.99864525,0.0007105522,0.00016264444,0.00010393034,0.000009228763,0.00036841515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015565701,0.00019533165,0.000289635,0.00012751854,0.00081216707,0.00035768517,0.00016617318,0.000088413806,0.0006750503],"category_scores_gemma":[0.00016546686,0.0001190864,0.000027575948,0.00013275057,0.000504175,0.0013806153,0.00016997976,0.00016339701,0.000009979559],"study_design_candidate":"observational","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":[0.00018441713,0.00001337356,0.9688344,0.000026858608,0.00002252582,0.000009020184,0.012384799,0.00036151556,0.0030805818,0.000015725103,0.00059006386,0.014476738],"study_design_scores_gemma":[0.0030378143,0.0011029452,0.31606537,0.00036858724,0.0000971796,0.00012555593,0.003716977,0.6607563,0.0080715185,0.0042997953,0.0017611833,0.0005968189],"about_ca_topic_score_codex":0.04212477,"about_ca_topic_score_gemma":0.38767883,"teacher_disagreement_score":0.6603947,"about_ca_system_score_codex":0.00019196613,"about_ca_system_score_gemma":0.0000983312,"threshold_uncertainty_score":0.9642538},"labels":[],"label_agreement":null},{"id":"W2098481715","doi":"10.2980/19-2-3468","title":"Coexistence of introduced and native common reed (<i>Phragmites australis</i>) in freshwater wetlands","year":2012,"lang":"en","type":"article","venue":"Ecoscience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Phragmites; Ecological niche; Wetland; Introduced species; Ecology; Invasive species; Geography; Native plant; Biodiversity; Marsh; Competition (biology); Niche; Biology; Habitat","score_opus":0.010265908921204363,"score_gpt":0.23026904043176716,"score_spread":0.2200031315105628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098481715","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":[0.9953105,0.000021414347,0.000046099984,0.00014169306,0.00017044794,0.00015562435,0.000025788468,0.000014295413,0.004114128],"genre_scores_gemma":[0.9987363,0.00001252877,0.0007960051,0.00005546003,0.000022716866,0.00000898301,0.000004067596,0.000006285149,0.0003576175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987275,0.000058017602,0.0002661959,0.00027598804,0.0002675797,0.00040470329],"domain_scores_gemma":[0.99944574,0.00008738846,0.00010308193,0.0002304337,0.000007060235,0.00012629972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068998995,0.00012281747,0.00019445938,0.00006412268,0.00006943333,0.000021811007,0.00027943103,0.000046903984,0.00028719398],"category_scores_gemma":[0.000082283324,0.000102245525,0.000022394195,0.00041020542,0.00031366287,0.0005621117,0.00035191755,0.00011019385,0.000050509832],"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":[0.000012088794,0.000062374726,0.9771014,0.000012772621,0.000001228149,0.0000017840539,0.0011195226,0.00012669964,0.020692589,0.00015055655,0.00019295355,0.0005260357],"study_design_scores_gemma":[0.0003153146,0.000085115964,0.98083514,0.000035294423,0.000004586753,0.000023655779,0.0002663572,0.008831315,0.007876229,0.00028224432,0.0012277773,0.00021696657],"about_ca_topic_score_codex":0.0011226013,"about_ca_topic_score_gemma":0.016322821,"teacher_disagreement_score":0.015200221,"about_ca_system_score_codex":0.00008600704,"about_ca_system_score_gemma":0.00000578175,"threshold_uncertainty_score":0.9108518},"labels":[],"label_agreement":null},{"id":"W2099434490","doi":"10.1093/jpe/rtr050","title":"Invaders' control on post-disturbance succession in coastal mangroves","year":2012,"lang":"en","type":"article","venue":"Journal of Plant Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; University of Toronto","funders":"","keywords":"Ecological succession; Propagule; Mangrove; Disturbance (geology); Ecology; Biological dispersal; Vegetation (pathology); Seed dispersal; Rhizophora; Ecosystem; Biology; Environmental science; Population","score_opus":0.005206340064586385,"score_gpt":0.20023596946856967,"score_spread":0.19502962940398327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099434490","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":[0.9968927,0.000034966906,0.0000544949,0.000603594,0.0007298369,0.00010319766,0.000056075947,0.0000043105197,0.0015208451],"genre_scores_gemma":[0.9992294,0.000017801194,0.000066635075,0.00043977084,0.00010926118,0.0000020729096,0.000006626152,0.000007122128,0.00012135774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989154,0.0001076834,0.00036706377,0.000092336406,0.00018590264,0.00033162645],"domain_scores_gemma":[0.99926746,0.00021870348,0.00029723038,0.00008128066,0.000008046638,0.00012726977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000515436,0.00010380406,0.00025242515,0.000085137326,0.0000410046,0.000009841624,0.00018430903,0.00008940796,0.00054328894],"category_scores_gemma":[0.00008468809,0.000077982935,0.00005447887,0.0000730811,0.000043767963,0.0002782431,0.00007153351,0.00024134353,0.00017059167],"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":[0.00032819968,0.00021224766,0.993118,0.000007758586,0.000009901419,0.000103257364,0.00023314575,0.0006242755,0.0029928307,0.00006805875,0.0018856454,0.00041668428],"study_design_scores_gemma":[0.0011188554,0.00041301965,0.99382573,0.0000308679,0.000009568092,0.00046509493,0.0002149155,0.0005473653,0.0000648485,0.000060042366,0.0031496268,0.00010009059],"about_ca_topic_score_codex":0.00011849904,"about_ca_topic_score_gemma":0.0067381705,"teacher_disagreement_score":0.0066196714,"about_ca_system_score_codex":0.00017875405,"about_ca_system_score_gemma":0.000013560686,"threshold_uncertainty_score":0.5948633},"labels":[],"label_agreement":null},{"id":"W2099716762","doi":"10.1614/ipsm-09-050.1","title":"Roadside as Invasion Pathway for Common Reed (<i>Phragmites australis</i>)","year":2010,"lang":"en","type":"article","venue":"Invasive Plant Science and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; McGill University; Université de Montréal","funders":"","keywords":"Phragmites; Habitat; Wetland; Biological dispersal; Ecology; Biodiversity; Invasive species; Ecosystem; Geography; Biology; Environmental science; Population","score_opus":0.00946985020498852,"score_gpt":0.21638191239721982,"score_spread":0.2069120621922313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099716762","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":[0.9814624,0.000004118352,0.00011697927,0.00056046306,0.0003904229,0.00087616796,0.00004796421,0.00004614765,0.01649531],"genre_scores_gemma":[0.9967372,0.000070779955,0.0015059912,0.000597699,0.00003172776,0.00009063589,0.000029193372,0.000009843395,0.00092691975],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99819577,0.000013398565,0.00022255811,0.0005515399,0.00055248756,0.00046426966],"domain_scores_gemma":[0.99921453,0.00011160484,0.000098921795,0.00034754752,0.000021373617,0.00020600088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009233431,0.00017040315,0.00015637546,0.000107519925,0.0004732083,0.00017033043,0.0005077878,0.00004997901,0.00011577753],"category_scores_gemma":[0.00009452545,0.00014195719,0.000036624737,0.00033055886,0.00040957454,0.00047363853,0.00072985457,0.000110212626,0.00017535247],"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":[0.00019829311,0.0003530161,0.20445712,0.00034835696,0.000053411793,0.0002749907,0.0013972657,0.00076627126,0.6698227,0.043607697,0.026988614,0.051732294],"study_design_scores_gemma":[0.004047496,0.0012791594,0.44533798,0.00044749107,0.00018187605,0.0005905478,0.0033722871,0.021299206,0.1448298,0.034581978,0.34132951,0.0027026604],"about_ca_topic_score_codex":0.00065885123,"about_ca_topic_score_gemma":0.014301827,"teacher_disagreement_score":0.5249929,"about_ca_system_score_codex":0.00008341892,"about_ca_system_score_gemma":0.000026540834,"threshold_uncertainty_score":0.79807556},"labels":[],"label_agreement":null},{"id":"W2100195673","doi":"10.1088/1748-9326/6/4/044016","title":"The greenhouse gas flux and potential global warming feedbacks of a northern macrotidal and microtidal salt marsh","year":2011,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University; McGill University","funders":"","keywords":"Wetland; Environmental science; Salt marsh; Marsh; Greenhouse gas; Hydrology (agriculture); Brackish marsh; Atmospheric sciences; Flux (metallurgy); Radiative forcing; Climate change; Oceanography; Ecology; Geology; Chemistry","score_opus":0.01192085485982452,"score_gpt":0.22663844385757537,"score_spread":0.21471758899775084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100195673","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":[0.998045,0.00009606188,0.000121790166,0.0004981657,0.00006272331,0.00046243178,0.00006404685,0.000015121268,0.0006346029],"genre_scores_gemma":[0.99908125,0.00014189465,0.00039361103,0.00007266326,0.000032651904,0.00002172065,0.000008314853,0.000027024102,0.00022084596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754846,0.0002250457,0.00029182903,0.00046825703,0.0007573123,0.00070911663],"domain_scores_gemma":[0.99922687,0.00009274885,0.000083232735,0.00035463384,0.0000029557368,0.00023957684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008102741,0.00020396581,0.00017363788,0.000035490262,0.00047978773,0.00006354183,0.00038915072,0.000068509326,0.00038228944],"category_scores_gemma":[0.000026903243,0.00016200563,0.00006069269,0.00012643186,0.0015900857,0.00019196943,0.0014188981,0.0002885541,0.00019138896],"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":[0.00021819357,0.00012124788,0.8606388,0.000022505494,0.000038183847,0.000078754594,0.0007110465,0.000030005509,0.10770667,0.000011556187,0.0004136471,0.030009396],"study_design_scores_gemma":[0.0009638778,0.0003176829,0.9914038,0.00002948528,0.000020838226,0.00021481549,0.0010624817,0.0010601428,0.0032460543,0.00039573846,0.00095014676,0.00033494522],"about_ca_topic_score_codex":0.0017790151,"about_ca_topic_score_gemma":0.002905024,"teacher_disagreement_score":0.130765,"about_ca_system_score_codex":0.00033870668,"about_ca_system_score_gemma":0.000007464316,"threshold_uncertainty_score":0.6606398},"labels":[],"label_agreement":null},{"id":"W2102310864","doi":"10.1111/j.0030-1299.2005.13840.x","title":"Evaluation of alternate harvesting strategies using experimental microcosms","year":2005,"lang":"en","type":"article","venue":"Oikos","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Escapement; Microcosm; Ciliate; Population; Abundance (ecology); Ecology; Mathematics; Statistics; Biology; Environmental science; Demography; Fishery","score_opus":0.03646984401740363,"score_gpt":0.29810229928011917,"score_spread":0.26163245526271556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102310864","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":[0.97716343,0.00004937528,0.00055554684,0.000010641458,0.00006170532,0.00015077757,0.000003951709,0.000015618809,0.021988971],"genre_scores_gemma":[0.99678177,8.4072434e-7,0.003027303,0.000009971586,0.00004011551,0.0000063448556,0.0000028742472,0.000009140459,0.00012164533],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904215,0.00005037848,0.00017481516,0.00014873326,0.0004425873,0.00014134176],"domain_scores_gemma":[0.99972314,0.000009892582,0.000094267016,0.00012436941,0.000013732093,0.000034578312],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005149226,0.000077302,0.00008126425,0.000018677498,0.0000529126,0.000031878044,0.00010546375,0.000024504263,0.0011317403],"category_scores_gemma":[0.000011784932,0.000075351476,0.00002881022,0.0000672064,0.00003693088,0.00036836986,0.00010689201,0.000035607754,0.0001084065],"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":[0.0000056003464,0.00006334825,0.008053156,0.000006056138,0.000008620101,7.977607e-7,0.00049985,0.14003325,0.8234754,0.000043538945,0.000028816989,0.027781574],"study_design_scores_gemma":[0.00050318066,0.000037197606,0.004422364,0.000034661636,0.000034507368,0.000025296027,0.000784199,0.8827339,0.11075111,0.00020210638,0.00031107158,0.0001604093],"about_ca_topic_score_codex":0.0010301553,"about_ca_topic_score_gemma":0.0010368465,"teacher_disagreement_score":0.74270064,"about_ca_system_score_codex":0.00030917075,"about_ca_system_score_gemma":0.000018800576,"threshold_uncertainty_score":0.99978137},"labels":[],"label_agreement":null},{"id":"W2103025676","doi":"","title":"Variation in Surface Sediment Deposition on Salt Marshes in the Bay of Fundy","year":2001,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Bay; Salt marsh; Marsh; Sediment; Tidal range; Geology; Hydrology (agriculture); Oceanography; Accretion (finance); Deposition (geology); Environmental science; Sedimentary budget; Estuary; Sediment transport; Geomorphology; Wetland; Ecology","score_opus":0.03372079998492615,"score_gpt":0.31624972914161575,"score_spread":0.2825289291566896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103025676","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":[0.9934396,0.000017411918,0.00034794703,0.00081835204,0.000063615946,0.00018638537,0.0000035554856,0.0000012235105,0.0051219026],"genre_scores_gemma":[0.99956584,0.000082389066,0.00015827434,0.000021080481,0.000029120542,0.0000019247514,0.00000130714,0.0000061842497,0.00013389648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997399,0.0005036287,0.00043222657,0.00010575495,0.0012959264,0.00026350218],"domain_scores_gemma":[0.9991731,0.0004450013,0.00014356153,0.00014321525,0.000039988783,0.000055141038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004551193,0.0000677887,0.00014089889,0.00015453102,0.00004736716,0.000034476983,0.00029111482,0.000047564707,0.0001826458],"category_scores_gemma":[0.00014433352,0.000046753397,0.000043348165,0.0006316969,0.000054722033,0.00021554639,0.00013116225,0.00042325968,0.00003649676],"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":[0.0018554414,0.0015062871,0.82496727,0.00006481988,0.000019635336,0.00056472287,0.0040193684,0.095757976,0.057498634,0.0003518488,0.0006452441,0.012748744],"study_design_scores_gemma":[0.0007572702,0.0008631094,0.9844795,0.00016143973,0.0000024903497,0.00011632182,0.00081388897,0.010896515,0.0004805463,0.0010329876,0.00032782144,0.00006811683],"about_ca_topic_score_codex":0.0011000615,"about_ca_topic_score_gemma":0.014947303,"teacher_disagreement_score":0.15951222,"about_ca_system_score_codex":0.00031848653,"about_ca_system_score_gemma":0.000036849044,"threshold_uncertainty_score":0.8340946},"labels":[],"label_agreement":null},{"id":"W2104281072","doi":"10.2110/jsr.2007.093","title":"Tidal Controls on the Morphology and Sedimentology of Gravel-Dominated Deltas and Beaches: Examples from the Megatidal Bay of Fundy, Canada","year":2007,"lang":"en","type":"article","venue":"Journal of Sedimentary Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Simon Fraser University","funders":"","keywords":"Bay; Sedimentology; Geology; Oceanography; Tidal flat; Geomorphology; Sediment","score_opus":0.029960848832860067,"score_gpt":0.2727423907790428,"score_spread":0.2427815419461827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104281072","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":[0.99589384,0.00026481,0.000033924145,0.003099491,0.00009553864,0.00026327308,0.00009420055,0.0000010363925,0.00025388956],"genre_scores_gemma":[0.9994711,0.000055416505,0.0001461735,0.0002235315,0.00004888594,0.0000020306052,0.0000069180846,0.000008402928,0.00003751375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997679,0.00040915015,0.00055911636,0.00016374254,0.00084206316,0.00034695814],"domain_scores_gemma":[0.99576575,0.0035419234,0.00029592047,0.00019654047,0.000062060004,0.00013783375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037293802,0.00011739505,0.00031088406,0.00006924201,0.0001530617,0.000013913152,0.00037095553,0.000061404484,0.0004091064],"category_scores_gemma":[0.00015444266,0.00006499326,0.000038786573,0.00018080835,0.00065058284,0.000075186574,0.00029652347,0.00045401702,0.0000014637327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017500108,0.00017416508,0.8908612,0.000024650117,0.00033587258,0.00015738943,0.0016759029,0.00015558675,0.092802435,0.00022424539,0.008328411,0.0035101292],"study_design_scores_gemma":[0.0031929112,0.0018412257,0.9586173,0.00010961863,0.00008731376,0.0003153659,0.010203641,0.0015327769,0.019370794,0.0015279878,0.0030222435,0.00017880346],"about_ca_topic_score_codex":0.322702,"about_ca_topic_score_gemma":0.47421122,"teacher_disagreement_score":0.15150921,"about_ca_system_score_codex":0.00020201996,"about_ca_system_score_gemma":0.00008989951,"threshold_uncertainty_score":0.6818082},"labels":[],"label_agreement":null},{"id":"W2104301009","doi":"10.1672/0277-5212(2005)025[0675:fatdos]2.0.co;2","title":"Functional and taxonomic diversity of saprobic filamentous fungi from Typha latifolia from central Alberta, Canada","year":2005,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Forest Service; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Microfungi; Typha; Biology; Botany; Decomposer; Detritus; Ecology; Wetland; Ecosystem","score_opus":0.005610203669482332,"score_gpt":0.150385610764592,"score_spread":0.14477540709510966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104301009","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":[0.99544597,0.000032157728,0.00011917951,0.00010396582,0.00021116443,0.00009362387,0.00043914586,0.000009122292,0.0035456498],"genre_scores_gemma":[0.9980613,0.000011715965,0.00024329653,0.000085669446,0.00009362741,0.0000022411652,0.00021524187,0.0000072230055,0.0012797127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913245,0.000017996103,0.00016999638,0.00025246778,0.00020160494,0.00022550368],"domain_scores_gemma":[0.99954224,0.0000794182,0.00008097216,0.00016433116,0.0000035775365,0.00012944176],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036251808,0.00012114057,0.00016119392,0.00001334101,0.00011510873,0.000013230529,0.00012856605,0.000050544448,0.0049929693],"category_scores_gemma":[0.000006011806,0.00011618198,0.000032256867,0.000049605103,0.00003912213,0.00011324782,0.0003932167,0.00006962945,0.00007992965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046639434,0.000025663025,0.9837486,0.00000288214,0.00003078869,0.0000026748196,0.0001485365,0.0017588247,0.0009203539,0.000010207031,0.01091265,0.0023921567],"study_design_scores_gemma":[0.000493779,0.000015839038,0.97679967,0.000007912813,0.000026943495,0.0000017676739,0.000046276553,0.011115198,0.00017372143,0.000057906796,0.011121588,0.00013941368],"about_ca_topic_score_codex":0.92103314,"about_ca_topic_score_gemma":0.99046195,"teacher_disagreement_score":0.06942877,"about_ca_system_score_codex":0.00033488453,"about_ca_system_score_gemma":0.000031761425,"threshold_uncertainty_score":0.9959166},"labels":[],"label_agreement":null},{"id":"W2106464480","doi":"10.1007/s11273-009-9170-6","title":"Measuring sediment accretion in early tidal marsh restoration","year":2010,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Echo sounding; Bathymetry; Geology; Transect; Accretion (finance); Sediment; Hydrology (agriculture); Oceanography; Deposition (geology); Bay; Marsh; Sedimentary budget; Geomorphology; Sediment transport; Wetland","score_opus":0.0076896279991863605,"score_gpt":0.1940718600603349,"score_spread":0.18638223206114854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106464480","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":[0.9799075,0.0000020060716,0.0001607542,0.00028260073,0.00035587722,0.00029988267,0.0000012556353,0.000025496827,0.01896462],"genre_scores_gemma":[0.9985424,0.00003084628,0.0004228062,0.000075524455,0.00002655536,0.000055771754,0.00001189377,0.0000065563845,0.00082758855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992384,0.000032748205,0.00015995181,0.0002452549,0.000115103045,0.00020859897],"domain_scores_gemma":[0.9997415,0.00001553365,0.000045370973,0.00014404905,0.0000025870324,0.000050936724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040307056,0.000091488066,0.00009609482,0.000068437126,0.00008652066,0.000023912306,0.000090696536,0.00008021614,0.00025400572],"category_scores_gemma":[0.0000064934106,0.00008888285,0.000015335883,0.000093339324,0.00004083236,0.00013492563,0.00024570353,0.00013107918,0.00015023745],"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":[0.000033139833,0.000049085495,0.99299407,0.000020360274,0.0000086039,0.000023261058,0.00015067981,0.00020181698,0.00086421065,0.0012318218,0.00029348597,0.0041294927],"study_design_scores_gemma":[0.00050239376,0.0000612383,0.9908234,0.00000605755,0.000009449821,0.0000058689902,0.000036732334,0.0025271424,0.000030803996,0.0005723278,0.005320688,0.00010388144],"about_ca_topic_score_codex":0.00019732986,"about_ca_topic_score_gemma":0.04075248,"teacher_disagreement_score":0.040555153,"about_ca_system_score_codex":0.000080816106,"about_ca_system_score_gemma":0.0000020790176,"threshold_uncertainty_score":0.97675127},"labels":[],"label_agreement":null},{"id":"W2106803605","doi":"10.1656/045.019.0210","title":"Parsimony Analysis of East Coast Salt Marsh Plant Distributions","year":2012,"lang":"en","type":"article","venue":"Northeastern Naturalist","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"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":"Marsh; Ordination; Salt marsh; Taxon; Geography; Ecology; Multidimensional scaling; Biology; Wetland","score_opus":0.010542310042188023,"score_gpt":0.21903763256528527,"score_spread":0.20849532252309724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106803605","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":[0.9946346,0.000057202455,0.0005567423,0.00015262867,0.00027195615,0.00014427703,0.0022396008,0.000036575126,0.001906393],"genre_scores_gemma":[0.99827546,0.0000058879764,0.0001103711,0.00003891251,0.000047126658,0.000008186639,0.0010144928,0.000012937976,0.00048661424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998482,0.00006527224,0.0003659388,0.0002443535,0.00039302645,0.0004494071],"domain_scores_gemma":[0.99909985,0.00005100521,0.00018904383,0.00042309845,0.000015926204,0.00022110382],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024872925,0.00018116132,0.00033616138,0.00009310371,0.000115127215,0.000024244002,0.00028673923,0.00008506281,0.0011316211],"category_scores_gemma":[0.000026710044,0.00015290781,0.00021253942,0.00086066994,0.000112612855,0.00026313344,0.00028967913,0.00014804499,0.00033769646],"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":[0.000028441653,0.00011343031,0.9970001,0.000011495853,0.00016399966,0.0000020367472,0.00023609777,0.0005558567,0.0002498107,0.00014875075,0.00039376426,0.0010962028],"study_design_scores_gemma":[0.000197983,0.000015499554,0.98001873,0.000014437663,0.00044151576,0.000015725353,0.00014858578,0.012741667,0.00004544019,0.000015771677,0.006119513,0.00022510567],"about_ca_topic_score_codex":0.0026104096,"about_ca_topic_score_gemma":0.04311264,"teacher_disagreement_score":0.040502228,"about_ca_system_score_codex":0.00015357598,"about_ca_system_score_gemma":0.0000060407942,"threshold_uncertainty_score":0.9997815},"labels":[],"label_agreement":null},{"id":"W2107056775","doi":"10.1139/f05-050","title":"Life history trade-offs and community dynamics of small fishes in a seasonally pulsed wetland","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":56,"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. Geological Survey; Florida International University; U.S. Department of the Interior; National Science Foundation","keywords":"Biological dispersal; Biomass (ecology); Ecology; Wetland; Environmental science; Resource (disambiguation); Biology; Population","score_opus":0.019591977062735355,"score_gpt":0.18675876129269567,"score_spread":0.1671667842299603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107056775","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":[0.99310374,0.00037047788,0.000049753555,0.0037060918,0.00008483224,0.000060059756,0.000009198869,0.0000014818365,0.0026143738],"genre_scores_gemma":[0.99879295,0.00005520457,0.0007993462,0.00024842363,0.000016956885,7.0749536e-7,9.942933e-7,0.000004258032,0.00008114876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903506,0.00012056677,0.00034538002,0.00010010481,0.00017279151,0.00022606745],"domain_scores_gemma":[0.9990665,0.00017702604,0.00019126687,0.00008326479,0.0000053828053,0.00047661422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010611604,0.000098536584,0.00022816178,0.00010150558,0.00019923507,0.000055305965,0.00027383314,0.000043596174,0.00019264253],"category_scores_gemma":[0.00031307014,0.000083008636,0.00003055424,0.0001674093,0.00087063474,0.00032161,0.000038315906,0.00020477377,6.207234e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009772471,0.000020567144,0.9795377,0.00002307435,0.0000059897193,0.000009679436,0.0031810356,0.00021793638,0.00003698275,0.000038412112,0.00069248467,0.016226364],"study_design_scores_gemma":[0.0005456054,0.00045498004,0.8832246,0.00014347151,0.00002017901,0.00014873418,0.0062902546,0.100957766,0.000005291176,0.0007380199,0.007243291,0.00022781071],"about_ca_topic_score_codex":0.034247655,"about_ca_topic_score_gemma":0.8728341,"teacher_disagreement_score":0.83858645,"about_ca_system_score_codex":0.0002931701,"about_ca_system_score_gemma":0.00040860404,"threshold_uncertainty_score":0.97218335},"labels":[],"label_agreement":null},{"id":"W2107203167","doi":"10.3732/ajb.1400014","title":"Phenotypic plasticity of invasive <i>Spartina densiflora</i> (Poaceae) along a broad latitudinal gradient on the Pacific Coast of North America","year":2014,"lang":"en","type":"article","venue":"American Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":59,"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":"Biology; Spartina; Phenotypic plasticity; Acclimatization; Botany; Ecology; Salt marsh; Marsh","score_opus":0.006453372687619575,"score_gpt":0.1849011445673401,"score_spread":0.17844777187972052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107203167","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":[0.99533767,0.000010864577,0.0034608152,0.00022438788,0.00011497355,0.00012468471,0.000023547394,0.000005687134,0.0006973462],"genre_scores_gemma":[0.99910253,0.000036720972,0.0006633292,0.00011081098,0.00005056978,0.0000023979608,8.1453055e-7,0.000017201044,0.000015631224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790233,0.00022645976,0.00074596395,0.00019673035,0.00061945507,0.00030903143],"domain_scores_gemma":[0.9971688,0.00066367636,0.001649526,0.00027861673,0.000069091366,0.0001703154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037139765,0.00020094804,0.0005771434,0.000059951788,0.000099381126,0.000014135426,0.00040824543,0.000020146415,0.00008609099],"category_scores_gemma":[0.0002974981,0.00013554406,0.00017892166,0.0005171966,0.0007747618,0.000108182954,0.00015445157,0.00025175273,0.0000374821],"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":[0.0004326156,0.0003014329,0.95458686,0.000021580712,0.0001226511,0.000020066369,0.001314614,0.013003283,0.0045911144,0.000068912545,0.00071277656,0.024824088],"study_design_scores_gemma":[0.0006559702,0.0039398763,0.9866599,0.00022042917,0.00014305947,0.00013538792,0.0025489077,0.0028248532,0.0010241318,0.00015386206,0.0013789028,0.00031475787],"about_ca_topic_score_codex":0.00075120374,"about_ca_topic_score_gemma":0.005085712,"teacher_disagreement_score":0.032073,"about_ca_system_score_codex":0.0001211745,"about_ca_system_score_gemma":0.000035962617,"threshold_uncertainty_score":0.55273265},"labels":[],"label_agreement":null},{"id":"W2108128490","doi":"10.1007/s11273-013-9290-x","title":"The influence of seasonality in estimating mangrove leaf chlorophyll-a content from hyperspectral data","year":2013,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University; Western University","funders":"Instituto de Ciencias del Mar y Limnología, Universidad Nacional Autónoma de México; Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Mangrove; Rhizophora mangle; Dry season; Wet season; Hyperspectral imaging; Rhizophoraceae; Vegetation (pathology); Seasonality; Biology; Environmental science; Tropics; Diameter at breast height; Botany; Ecology; Geography; Remote sensing","score_opus":0.015129257009880092,"score_gpt":0.2178796601490917,"score_spread":0.20275040313921158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108128490","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":[0.99722344,0.0000226893,0.00010273671,0.00064059143,0.000097557444,0.00040654294,0.00002026182,0.000011146154,0.0014750658],"genre_scores_gemma":[0.997846,0.00007784277,0.0016126208,0.00011797917,0.000013514674,0.000045907225,0.000028400847,0.000005074815,0.0002526307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990262,0.000051492963,0.00024577882,0.0003121628,0.000120940174,0.00024345316],"domain_scores_gemma":[0.99928325,0.00013168898,0.00009583579,0.00043679847,0.0000054205907,0.0000470231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033472548,0.000101629266,0.00015224816,0.000013719208,0.0001321661,0.000037643098,0.0004126412,0.00004171929,0.00012319523],"category_scores_gemma":[0.000032843207,0.00007314583,0.00001611304,0.00007144924,0.00018842814,0.00018775836,0.0011329523,0.00008340246,0.00007448311],"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":[0.0000281839,0.00005966038,0.98932767,0.00002998079,0.00004160146,0.000011806447,0.00015471905,0.002858046,0.00025661054,0.0007065063,0.00041587013,0.0061093406],"study_design_scores_gemma":[0.00038404978,0.00003565314,0.94655067,0.000013804074,0.000014728875,0.0000018649508,0.00031097242,0.050814927,0.0000053627296,0.0013360275,0.00045102477,0.00008093217],"about_ca_topic_score_codex":0.0045225336,"about_ca_topic_score_gemma":0.022525316,"teacher_disagreement_score":0.04795688,"about_ca_system_score_codex":0.00006217991,"about_ca_system_score_gemma":0.0000038999046,"threshold_uncertainty_score":0.995311},"labels":[],"label_agreement":null},{"id":"W2108948758","doi":"10.4141/p01-172","title":"The biology of Canadian weeds. 129. <i>Phragmites australis</i> (Cav.) Trin. ex Steud.","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":122,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phragmites; Biology; Rhizome; Botany; Perennial plant; Inflorescence; Panicle; Scirpus; Marsh; Agronomy; Wetland; Ecology","score_opus":0.009444996785420944,"score_gpt":0.19211983027149532,"score_spread":0.18267483348607438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108948758","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":[0.9884007,0.0001594816,0.00008363842,0.0022264735,0.00095925224,0.00015614384,0.00043741855,0.0000037201469,0.0075731897],"genre_scores_gemma":[0.9992531,0.000056125165,0.00031143753,0.00012372558,0.000048045353,7.9486e-7,0.0000034618893,0.0000068969266,0.00019642753],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818015,0.000036710066,0.00045944186,0.00019979541,0.00032652981,0.0007973593],"domain_scores_gemma":[0.99786454,0.00008156287,0.00028785464,0.00026017262,0.000050497438,0.00145537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012999445,0.00013636044,0.00020533749,0.00053754734,0.00057090423,0.000104454164,0.0012850722,0.00006662876,0.0001883196],"category_scores_gemma":[0.000200852,0.00009552402,0.000073507654,0.0012597148,0.0011971527,0.00033000298,0.000051246145,0.00022717526,0.00006556511],"study_design_candidate":"observational","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":[0.00011592074,0.00009999408,0.74310976,0.00006479608,0.00012902821,0.00206232,0.0063202945,0.05660319,0.09248377,0.048142243,0.029032866,0.021835791],"study_design_scores_gemma":[0.0022855238,0.0011507008,0.29379085,0.00041420263,0.000091271824,0.005309205,0.0031507295,0.0014885365,0.010156438,0.010376801,0.67048776,0.0012979739],"about_ca_topic_score_codex":0.735746,"about_ca_topic_score_gemma":0.9880551,"teacher_disagreement_score":0.64145494,"about_ca_system_score_codex":0.0009213542,"about_ca_system_score_gemma":0.0023835613,"threshold_uncertainty_score":0.44109586},"labels":[],"label_agreement":null},{"id":"W2109623935","doi":"10.1007/s11258-008-9400-7","title":"Environmental and anthropogenic factors associated with coastal wetland differentiation in La Mancha, Veracruz, Mexico","year":2008,"lang":"en","type":"article","venue":"Plant Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wetland; Marsh; Swamp; Ecology; Mangrove; Salt marsh; Geography; Biodiversity; Vegetation (pathology); Ordination; Avicennia; Biology","score_opus":0.007796581025879254,"score_gpt":0.1753036375081974,"score_spread":0.16750705648231817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109623935","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":[0.99906546,0.000007930777,0.000027638833,0.000032870325,0.00007549853,0.0001778913,0.00022964712,0.000023085759,0.00035996715],"genre_scores_gemma":[0.9994413,0.00007581518,0.000011856001,0.000018285647,0.0000065902436,0.000010696202,0.00033306653,0.000013720315,0.000088648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989828,0.00009878121,0.00018112386,0.00028738836,0.00015043738,0.00029948298],"domain_scores_gemma":[0.99956155,0.00017643243,0.000091947484,0.000093637405,9.191796e-7,0.000075523596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008940142,0.00015920731,0.00021885292,0.00004935888,0.00013437998,0.000009598427,0.00007951983,0.0001195019,0.0006909302],"category_scores_gemma":[0.000013332132,0.0001327753,0.00002093835,0.000060323422,0.00020546705,0.000117978794,0.00014725991,0.00013406799,0.000050270024],"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":[0.00003635635,0.00014196841,0.9973714,0.0000025536845,0.000018323328,0.000085993386,0.00039225066,0.00018310899,0.0016461414,0.0000049951514,0.00005743725,0.00005947971],"study_design_scores_gemma":[0.00088981155,0.00014298358,0.9943032,0.000006509137,0.00001157153,0.00013074453,0.0001154454,0.003959643,0.00012604904,0.000020485846,0.00012628055,0.00016723857],"about_ca_topic_score_codex":0.0002329959,"about_ca_topic_score_gemma":0.04992919,"teacher_disagreement_score":0.049696196,"about_ca_system_score_codex":0.0001892931,"about_ca_system_score_gemma":0.0000070461438,"threshold_uncertainty_score":0.9674071},"labels":[],"label_agreement":null},{"id":"W2109866671","doi":"10.5539/ijb.v5n4p1","title":"Comparison of Three Methods for the Quantification of Sediment Organic Carbon in Salt Marshes of the Rubicon Estuary, Tasmania, Australia","year":2013,"lang":"en","type":"article","venue":"International Journal of Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"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":"Carbon fibers; Salt marsh; Environmental science; Total organic carbon; Loss on ignition; Wetland; Sediment; Blue carbon; Estuary; Carbon sink; Carbon sequestration; Soil carbon; Total inorganic carbon; Environmental chemistry; Carbon dioxide; Soil science; Ecology; Chemistry; Climate change; Geology; Oceanography; Soil water; Mathematics","score_opus":0.044776963004114115,"score_gpt":0.3604776534901548,"score_spread":0.3157006904860407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109866671","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":[0.9883665,0.00005812587,0.009824697,0.00084509555,0.00063891447,0.0002053376,0.000009642278,7.7785404e-7,0.000050930594],"genre_scores_gemma":[0.99777216,0.000013405188,0.0021467756,0.000009963497,0.000026422425,0.000004805145,0.0000024176065,0.0000037712439,0.000020286954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989549,0.00010826889,0.0006363746,0.00007376836,0.00014813103,0.00007858359],"domain_scores_gemma":[0.9985993,0.00035685702,0.00082261354,0.000121582445,0.0000848267,0.0000148346035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000661322,0.00006044306,0.00020023559,0.000047583624,0.000011752545,0.000004250102,0.0005415195,0.00005057855,0.00018473344],"category_scores_gemma":[0.00010668359,0.00003438431,0.000079683516,0.00007710818,0.00012747748,0.000045767676,0.0001266847,0.00008802836,0.0000019563865],"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":[0.000050978426,0.00009420343,0.59719115,0.000008453281,0.00006419376,8.021238e-8,0.00018898846,0.00143208,0.3930957,0.00038848532,0.000058822425,0.007426846],"study_design_scores_gemma":[0.00047363367,0.0002905246,0.8757615,0.000051941173,0.000032206837,0.000015126777,0.00023025255,0.03876462,0.07971016,0.0043690405,0.0002435425,0.000057430712],"about_ca_topic_score_codex":0.002249229,"about_ca_topic_score_gemma":0.002369429,"teacher_disagreement_score":0.31338555,"about_ca_system_score_codex":0.0000893532,"about_ca_system_score_gemma":0.0000151741715,"threshold_uncertainty_score":0.34001765},"labels":[],"label_agreement":null},{"id":"W2110052952","doi":"10.1111/j.0022-0477.2004.00926.x","title":"Nutrient limitation of plant growth and forage quality in Arctic coastal marshes","year":2004,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"Churchill Northern Studies Centre; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Forage; Marsh; Salt marsh; Agronomy; Spartina alterniflora; Phosphorus; Nutrient; Biology; Bay; Grazing; Ecology; Environmental science; Wetland; Chemistry; Geography","score_opus":0.010623516679594658,"score_gpt":0.22689989776314884,"score_spread":0.21627638108355418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110052952","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":[0.9989123,0.000011813212,0.00036013097,0.00033195876,0.00009151874,0.00007333705,0.000011342098,0.0000012789233,0.00020636852],"genre_scores_gemma":[0.9992839,0.000047618574,0.0006160572,0.000028240918,0.0000116088495,0.0000010207414,0.0000023751431,0.0000032612884,0.0000058891223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992156,0.000059555987,0.00041507994,0.00007305326,0.00011811202,0.00011860637],"domain_scores_gemma":[0.9994481,0.0001318943,0.000313658,0.00004547271,0.000011122642,0.00004974521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000434269,0.000054480086,0.00019331074,0.00006079587,0.000018049002,0.0000048745273,0.00007158179,0.00004647374,0.0000345859],"category_scores_gemma":[0.00013873282,0.00004610766,0.000032874377,0.00007969051,0.000061612816,0.00012928934,0.000074281445,0.00009745491,0.0000044179096],"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":[0.00013517105,0.0001933856,0.99152935,0.000053795702,0.00000949237,0.00004931754,0.0005234965,0.0019110369,0.0043428885,0.0011060355,0.000012639606,0.00013338518],"study_design_scores_gemma":[0.0011027086,0.00030665373,0.98555666,0.000028128754,0.0000075391113,0.00019101314,0.0003032766,0.00016984092,0.00022951988,0.012034421,0.000019694093,0.000050549905],"about_ca_topic_score_codex":0.00036703897,"about_ca_topic_score_gemma":0.01708899,"teacher_disagreement_score":0.016721953,"about_ca_system_score_codex":0.00012844338,"about_ca_system_score_gemma":0.000019871903,"threshold_uncertainty_score":0.95360583},"labels":[],"label_agreement":null},{"id":"W2111769620","doi":"10.1017/s0376892903000298","title":"People and mangroves in the Philippines: fifty years of coastal environmental change","year":2003,"lang":"en","type":"article","venue":"Environmental Conservation","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University","funders":"International Tropical Timber Organization","keywords":"Mangrove; Firewood; Geography; Bay; Agroforestry; Environmental protection; Ecology; Environmental science","score_opus":0.01021491152846603,"score_gpt":0.18399233914170668,"score_spread":0.17377742761324064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111769620","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":[0.99853903,0.0000920103,0.00002778358,0.00017806927,0.00004982833,0.0004392898,0.00006545367,0.000007767289,0.0006007742],"genre_scores_gemma":[0.999209,0.00013501497,0.00013587173,0.00028677884,0.000011966737,0.0000509712,0.00006820678,0.000013912986,0.00008827063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988468,0.00012842879,0.00026009552,0.000259893,0.00030266368,0.00020208785],"domain_scores_gemma":[0.9995205,0.0001015585,0.00010901932,0.00022629579,3.1525244e-7,0.000042310887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000324215,0.00014099765,0.0001484362,0.0000349029,0.00007185128,0.0000150090555,0.00013711005,0.00005929504,0.00068321906],"category_scores_gemma":[0.000019467789,0.00012934282,0.000038570284,0.000110776615,0.00018477913,0.00028635038,0.00012560168,0.00009734415,0.00007664173],"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":[0.000013368893,0.00016984562,0.98901683,0.000007669834,0.0000042470797,0.0000053102553,0.002515845,0.000013479228,0.005394075,0.00007521362,0.00005335789,0.0027307288],"study_design_scores_gemma":[0.00044014113,0.000082335464,0.9922026,0.000008732344,0.000009108011,0.00003509233,0.0024369569,0.001198183,0.00014077843,0.00015120549,0.0031545584,0.00014031371],"about_ca_topic_score_codex":0.00046727445,"about_ca_topic_score_gemma":0.00143877,"teacher_disagreement_score":0.005253297,"about_ca_system_score_codex":0.000092198934,"about_ca_system_score_gemma":0.0000024637384,"threshold_uncertainty_score":0.7480769},"labels":[],"label_agreement":null},{"id":"W2112087116","doi":"10.1007/s10750-004-7894-0","title":"Untangling the confounding effects of urbanization and high water level on the cover of emergent vegetation in Cootes Paradise Marsh, a degraded coastal wetland of Lake Ontario","year":2005,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Marsh; Wetland; Environmental science; Water level; Population; Ecology; Hydrology (agriculture); Vegetation (pathology); Physical geography; Geography; Geology; Biology; Cartography","score_opus":0.010203700006710583,"score_gpt":0.19119051546823598,"score_spread":0.1809868154615254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112087116","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":[0.9991231,0.0000117524505,0.00021857745,0.00006836204,0.00006255779,0.0003241378,0.000015023577,0.000003987713,0.00017249845],"genre_scores_gemma":[0.9997698,0.000009396691,0.000053503816,0.000019801191,0.0000075538414,0.000007952119,0.00003573646,0.000005461386,0.00009077883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992896,0.00008374068,0.00026412754,0.0001307937,0.00010088128,0.00013088144],"domain_scores_gemma":[0.9995085,0.00020762824,0.00013401837,0.00012656576,0.0000076257643,0.000015644187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002814867,0.00009557451,0.00016076153,0.000025934394,0.000044808137,0.000005632078,0.00010134574,0.000049723392,0.00009736246],"category_scores_gemma":[0.00004057348,0.000048861028,0.000026472395,0.00008484131,0.00011692371,0.00005399025,0.00008911938,0.000072939394,0.00000828943],"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":[0.00007562109,0.00007579729,0.8635904,0.00006539097,0.0000214475,0.0000010600564,0.0020279824,0.031559777,0.10195676,0.00033689782,0.000026312038,0.00026252848],"study_design_scores_gemma":[0.0007122133,0.0001879156,0.9225713,0.00013307856,0.000027083744,0.000003830468,0.00006607844,0.01505246,0.060792644,0.00021911661,0.00012124483,0.000113063514],"about_ca_topic_score_codex":0.0030277963,"about_ca_topic_score_gemma":0.22355966,"teacher_disagreement_score":0.22053187,"about_ca_system_score_codex":0.00006345657,"about_ca_system_score_gemma":0.0000064484316,"threshold_uncertainty_score":0.79060835},"labels":[],"label_agreement":null},{"id":"W2112499253","doi":"10.2110/jsr.2005.049","title":"Facies Architecture and Ichnology of Recent Salt-Marsh Deposits: Waterside Marsh, New Brunswick, Canada","year":2005,"lang":"en","type":"article","venue":"Journal of Sedimentary Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ichnology; Geology; Facies; Marsh; Salt marsh; Architecture; Geochemistry; Paleontology; Geomorphology; Trace fossil; Wetland; Archaeology; Oceanography; Ecology; Geography","score_opus":0.016577424657195288,"score_gpt":0.2568722285687226,"score_spread":0.24029480391152733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112499253","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":[0.98544073,0.00045484633,0.0000591938,0.01292095,0.000115363866,0.00015895614,0.000009037965,0.0000040672835,0.0008368816],"genre_scores_gemma":[0.9958981,0.00054120336,0.0023537274,0.00023694882,0.00012639737,5.4337045e-7,0.0000045284105,0.000015444912,0.00082306424],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768215,0.00014914553,0.00048587087,0.00018753481,0.0010268855,0.00046840552],"domain_scores_gemma":[0.9991297,0.00015318957,0.00016584904,0.00019217117,0.00004753061,0.0003115432],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007580441,0.00013220879,0.00026553316,0.00015912949,0.0001131063,0.000024485058,0.0004126959,0.000060166552,0.0011788486],"category_scores_gemma":[0.00003937941,0.00010362465,0.000042986594,0.0002802354,0.00018807208,0.00019576479,0.0004792962,0.0005666634,0.0000129879545],"study_design_candidate":"observational","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":[0.0008282417,0.00023798838,0.70911044,0.00013056766,0.00023028812,0.00042502902,0.0015837018,0.0075236247,0.04042907,0.00004216014,0.03951588,0.19994302],"study_design_scores_gemma":[0.0059454953,0.0037877918,0.3874526,0.0005121743,0.00017101405,0.006219009,0.005739681,0.002676688,0.06714035,0.0022429435,0.51706445,0.0010478286],"about_ca_topic_score_codex":0.4187342,"about_ca_topic_score_gemma":0.9249661,"teacher_disagreement_score":0.5062319,"about_ca_system_score_codex":0.00072561903,"about_ca_system_score_gemma":0.0005294554,"threshold_uncertainty_score":0.9997342},"labels":[],"label_agreement":null},{"id":"W2112689149","doi":"10.1139/b09-017","title":"Aerial and detritus production of the cordgrass <i>Spartina densiflora</i> in a southwestern Atlantic salt marsh","year":2009,"lang":"en","type":"article","venue":"Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"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":"Universidad Nacional de Mar del Plata; Consejo Nacional de Investigaciones Científicas y Técnicas; British Ecological Society","keywords":"Biology; Detritus; Tiller (botany); Productivity; Spartina; Biomass (ecology); Agronomy; Salt marsh; Grazing; Botany; Ecology; Marsh; Wetland","score_opus":0.0058412789523574395,"score_gpt":0.19159864811384184,"score_spread":0.1857573691614844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112689149","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":[0.9988464,0.000025344621,0.0000156149,0.00025819772,0.0002673164,0.00024378258,0.0000023365626,0.000012604071,0.0003283677],"genre_scores_gemma":[0.9996732,0.0000138416135,0.00006222471,0.0000400685,0.000038929033,0.0000030693316,4.347918e-7,0.000005466373,0.00016278103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992352,0.000041022962,0.00019124181,0.0001942901,0.00016398577,0.00017422493],"domain_scores_gemma":[0.9996541,0.000013057115,0.0000838723,0.00020865908,0.0000043018463,0.000036017722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017054663,0.00008400901,0.00012229451,0.000015799906,0.000042317806,0.000015115428,0.00010635117,0.000038598606,0.00001945945],"category_scores_gemma":[0.000047454836,0.000062364,0.000025814823,0.00020227995,0.000058138423,0.00007807506,0.00009710167,0.000065105014,0.000020742478],"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":[0.000046265184,0.00004925301,0.9611635,0.0000073177875,0.0000016933361,0.000003834048,0.00014092476,0.00008902279,0.035524298,0.000012937646,0.00014476219,0.0028161712],"study_design_scores_gemma":[0.0002848516,0.00005118836,0.99770033,0.00003516787,0.000008313987,0.000037500504,0.00003263958,0.00070336065,0.00042565874,0.00030338598,0.0003322246,0.000085403946],"about_ca_topic_score_codex":0.00074621086,"about_ca_topic_score_gemma":0.019430581,"teacher_disagreement_score":0.036536787,"about_ca_system_score_codex":0.00005420206,"about_ca_system_score_gemma":0.0000056713634,"threshold_uncertainty_score":0.99846226},"labels":[],"label_agreement":null},{"id":"W2114632889","doi":"10.3354/meps204101","title":"Dynamics of above- and belowground organic matter in a high latitude macrotidal saltmarsh","year":2000,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Biomass (ecology); Spartina alterniflora; Growing season; Salt marsh; Environmental science; Standing crop; Organic matter; Ecology; Spartina; Agronomy; Oceanography; Marsh; Biology; Wetland; Geology","score_opus":0.001887897590697073,"score_gpt":0.18000557657226968,"score_spread":0.1781176789815726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114632889","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":[0.99662006,0.000009346773,0.0000015897102,0.0011002467,0.00007386864,0.00028575415,0.000018309722,0.000025676438,0.0018651296],"genre_scores_gemma":[0.99518263,0.000035379566,0.0014616668,0.00006511735,0.000012875011,0.000039963208,0.000041834257,0.000020722797,0.0031397818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989005,0.000054426175,0.0003070604,0.00029959544,0.00011103026,0.00032744103],"domain_scores_gemma":[0.9996146,0.000033191474,0.00008069969,0.00021013274,0.000006028413,0.000055368237],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014533354,0.00016201405,0.00028496972,0.000044886827,0.00006226346,0.00002573497,0.0001772218,0.00011035297,0.015985146],"category_scores_gemma":[0.0000070458937,0.00015698907,0.000022220867,0.00019079303,0.00038122636,0.00023338168,0.00054688397,0.00012523265,0.0002126521],"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":[0.000093139,0.000096240175,0.99310374,0.000050103314,0.000012730698,0.000028253535,0.00011472963,0.00017740934,0.000017519596,0.00016056244,0.000044755874,0.0061007855],"study_design_scores_gemma":[0.00047239498,0.00016279903,0.9951339,0.000009046212,0.000009819056,0.0001016857,0.000036088688,0.0018389086,0.000016981785,0.0018328407,0.00022944827,0.00015610417],"about_ca_topic_score_codex":0.0008382559,"about_ca_topic_score_gemma":0.106596455,"teacher_disagreement_score":0.105758205,"about_ca_system_score_codex":0.00015354838,"about_ca_system_score_gemma":0.000009649393,"threshold_uncertainty_score":0.98491436},"labels":[],"label_agreement":null},{"id":"W2116009121","doi":"10.1016/0967-0653(95)94262-o","title":"10.1016/0967-0653(95)94262-o","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":264,"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":"Marsh; Ponding; Peat; Wetland; Salt marsh; Hydrology (agriculture); Environmental science; Elevation (ballistics); Water level; Flooding (psychology); Geology; Erosion; Oceanography; Ecology; Geomorphology; Geography; Drainage","score_opus":0.003324850525818108,"score_gpt":0.14838296507620527,"score_spread":0.14505811455038717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116009121","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":[0.008295403,0.000011213364,0.0000025044048,0.00011055508,0.0000023230623,0.00019385645,0.000023436343,0.00010865878,0.99125206],"genre_scores_gemma":[0.0019695763,2.448409e-7,0.00010191202,0.000034715515,0.00005125067,0.000015735353,0.000018715607,0.000023379846,0.9977845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989066,0.000029620345,0.00017788597,0.00029678972,0.0002455239,0.000343593],"domain_scores_gemma":[0.9994014,0.00002548552,0.000025879408,0.00034460393,0.000003470901,0.0001991552],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013995213,0.000146173,0.00014388657,0.00001937225,0.00009243898,0.000040621646,0.00029709123,0.00005623907,0.999456],"category_scores_gemma":[0.000012741843,0.0001385385,0.000054883178,0.00021726346,0.000035618592,0.00013892754,0.00016558118,0.00008212726,0.9995436],"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":[0.00003616951,0.00004938519,0.00000974953,0.000004025004,0.000006488242,0.000008836135,0.000021541153,0.0018560156,0.000060457307,3.121601e-7,0.27302855,0.7249185],"study_design_scores_gemma":[0.00013328656,0.00007902642,0.00034362008,0.000008310605,0.0000075228563,0.00001482027,8.8794746e-7,0.0046916795,0.000014590358,0.000010536883,0.9945007,0.00019499606],"about_ca_topic_score_codex":0.00024708256,"about_ca_topic_score_gemma":0.000023778886,"teacher_disagreement_score":0.72472346,"about_ca_system_score_codex":0.00013106124,"about_ca_system_score_gemma":0.0000050590857,"threshold_uncertainty_score":0.56494355},"labels":[],"label_agreement":null},{"id":"W211857126","doi":"10.1023/a:1010723207915","title":"Testing the Validity of a Critical Sulfur and Nitrogen Load Model in Southern Ontario, Canada, using Soil Chemistry Data from MARYP","year":2001,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; The Scarborough Hospital; University of Waterloo; University of Toronto","funders":"","keywords":"Environmental science; Hydrology (agriculture); Deposition (geology); Soil science; Geology; Geotechnical engineering; Geomorphology","score_opus":0.0456185627507323,"score_gpt":0.2582671672557185,"score_spread":0.21264860450498624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W211857126","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":[0.9990419,0.00005461539,0.00013243359,0.000040304105,0.000056772016,0.00009275486,0.00018846865,0.000005473073,0.00038724692],"genre_scores_gemma":[0.9973952,0.0000127464755,0.0024240245,0.000006145905,0.000046809662,0.0000053253966,0.000020220006,0.00001318562,0.00007632371],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986994,0.000038962087,0.00024189407,0.00038411576,0.00038661255,0.00024897084],"domain_scores_gemma":[0.9993293,0.00014459301,0.000067776564,0.0003573806,0.0000014100214,0.00009951922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025348424,0.00015916547,0.00016591988,0.0000058468613,0.0001446491,0.000031287997,0.0002254306,0.000045222525,0.000115233546],"category_scores_gemma":[0.00001801684,0.00013741305,0.000013496417,0.000040821924,0.00013121136,0.0001307122,0.0009181816,0.0001997827,0.0000012967301],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006179786,0.000053815722,0.95556355,0.000009581392,0.000006770735,0.000016655273,0.00024536604,0.0063943947,0.0369372,1.4638165e-7,0.0000042253096,0.00076212286],"study_design_scores_gemma":[0.00029511232,0.000014513485,0.6535865,0.000056741803,0.000037158643,0.00002472497,0.0020443434,0.34295756,0.0005653819,0.00017889826,0.000036736143,0.00020231926],"about_ca_topic_score_codex":0.88102174,"about_ca_topic_score_gemma":0.56633556,"teacher_disagreement_score":0.33656317,"about_ca_system_score_codex":0.0013281928,"about_ca_system_score_gemma":0.000108449894,"threshold_uncertainty_score":0.5603542},"labels":[],"label_agreement":null},{"id":"W2119877524","doi":"10.1007/bf02912038","title":"Salt marsh litter and detritivores: A closer look at redundancy","year":2004,"lang":"en","type":"article","venue":"Estuaries","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Detritivore; Salt marsh; Spartina alterniflora; Ecology; Plant litter; Biology; Litter; Marsh; Ecosystem; Wetland","score_opus":0.004351107496281887,"score_gpt":0.18759902320683544,"score_spread":0.18324791571055354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119877524","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":[0.98999184,0.00015637795,0.00022912287,0.0007251064,0.000109803426,0.0001562271,0.0000098434375,0.000054404292,0.008567245],"genre_scores_gemma":[0.99540883,0.000045002733,0.0008633255,0.00028620538,0.000042199652,0.000013746074,0.0000072213325,0.000016364816,0.003317108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991111,0.000017365708,0.00015205724,0.0002734477,0.00018089842,0.00026513837],"domain_scores_gemma":[0.9996181,0.000038077153,0.00003824656,0.00020674472,0.000003649304,0.000095196],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000093101036,0.0001293586,0.00012901305,0.000021869286,0.00019135917,0.000064669715,0.00010857268,0.00005861681,0.00066049636],"category_scores_gemma":[0.00003281451,0.000114896364,0.000031677137,0.000106353764,0.00021538573,0.00019709913,0.00040715645,0.00007638959,0.0011563146],"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":[0.00007393537,0.0000993669,0.9861101,0.00006171531,0.000020241778,0.0000902632,0.0024079157,0.00023946843,0.001497662,0.0012234544,0.0038103755,0.0043655187],"study_design_scores_gemma":[0.0016141566,0.00025441768,0.90997076,0.00012160423,0.00003159561,0.00023779862,0.00037715634,0.00023374947,0.0014157145,0.021678934,0.063424654,0.0006394492],"about_ca_topic_score_codex":0.00079928304,"about_ca_topic_score_gemma":0.010674142,"teacher_disagreement_score":0.076139316,"about_ca_system_score_codex":0.0002104143,"about_ca_system_score_gemma":0.000008514499,"threshold_uncertainty_score":0.9996214},"labels":[],"label_agreement":null},{"id":"W2120095655","doi":"10.1016/j.envexpbot.2010.03.012","title":"Temporal variations and spatial patterns in saline and waterlogged peat fields: II. Ion accumulation in transplanted salt marsh graminoids","year":2010,"lang":"en","type":"article","venue":"Environmental and Experimental Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Waterloo","funders":"University of Waterloo","keywords":"Peat; Salt marsh; Marsh; Saline; Wetland; Ecology; Halophyte; Environmental science; Biology; Botany; Salinity","score_opus":0.005763850056306656,"score_gpt":0.21136082842088563,"score_spread":0.20559697836457896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120095655","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":[0.9990338,0.000057430854,0.00015764964,0.00011024583,0.00012194735,0.00033053407,0.00006563236,0.000016485008,0.000106279724],"genre_scores_gemma":[0.99942774,0.00007407072,0.00018528616,0.00004913456,0.00002980447,0.000030223036,0.00010981652,0.00001589841,0.00007803504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887013,0.000043570788,0.00028500258,0.00039509014,0.00015762371,0.0002485532],"domain_scores_gemma":[0.99969774,0.000022720043,0.000047869264,0.00012078117,3.9165909e-7,0.00011051772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012923754,0.00020214207,0.00017879445,0.000051718725,0.00013575281,0.00003510422,0.00006540736,0.00012781199,0.000489615],"category_scores_gemma":[0.0000022776685,0.00019208693,0.000021008209,0.000040534218,0.00011772144,0.00026688218,0.00023138097,0.00020220732,0.00001019717],"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":[0.000061353945,0.00015892052,0.64810663,0.000006015387,0.0000027089052,0.000013334054,0.0014537993,0.000013059725,0.34805998,0.0000058032742,0.0000015067343,0.0021168503],"study_design_scores_gemma":[0.0016463172,0.00019921127,0.9628639,0.000024188244,0.0000071132517,0.000056794703,0.00053635833,0.022450589,0.01179132,0.00006919521,0.00007647773,0.00027850733],"about_ca_topic_score_codex":0.0053707385,"about_ca_topic_score_gemma":0.021586012,"teacher_disagreement_score":0.33626866,"about_ca_system_score_codex":0.00009140476,"about_ca_system_score_gemma":0.0000016470354,"threshold_uncertainty_score":0.9962675},"labels":[],"label_agreement":null},{"id":"W2121165018","doi":"10.2980/i1195-6860-12-2-279.1","title":"Survival and growth of the forage grass<i>Festuca rubra</i>in naturally and artificially devegetated sites in a sub-arctic coastal marsh","year":2005,"lang":"en","type":"article","venue":"Ecoscience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Ministry of Natural Resources and Forestry; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Natural Resources","keywords":"Festuca rubra; Bay; Festuca; Marsh; Biology; Festuca arundinacea; Goose; Festuca pratensis; Forage; Ecology; Agronomy; Poaceae; Wetland; Geography; Lolium perenne","score_opus":0.005456239186591773,"score_gpt":0.18991448253053222,"score_spread":0.18445824334394045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121165018","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":[0.99853516,0.000039663253,0.000043479584,0.0003851693,0.000091279515,0.00024100601,0.000015544734,0.000010168382,0.0006385377],"genre_scores_gemma":[0.9995141,0.000026736183,0.00030984686,0.000057861427,0.000008025901,0.0000058158657,0.0000019573836,0.000007601534,0.00006805833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862635,0.00008247248,0.00029437494,0.00035892322,0.00029907728,0.00033883008],"domain_scores_gemma":[0.99953777,0.0001173829,0.00009775021,0.00016391894,0.000009992603,0.00007321434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065606786,0.00013467461,0.00017553942,0.00006207972,0.00009407365,0.00004752725,0.00029246448,0.000046910183,0.00002062827],"category_scores_gemma":[0.00014946627,0.00010211471,0.000024698411,0.00063742674,0.00032374222,0.0004023932,0.00046136824,0.00015205838,0.000013275251],"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":[0.000012865877,0.00005186444,0.9758224,0.000020000336,9.145395e-7,0.0000058626674,0.00027478868,0.00033822274,0.02217854,0.00017220709,0.000010678758,0.0011116567],"study_design_scores_gemma":[0.00025219854,0.000032464355,0.96874785,0.000037184553,0.000002583923,0.000020688612,0.00006762079,0.028810427,0.0009938919,0.0008774626,0.000025101832,0.0001325172],"about_ca_topic_score_codex":0.001395866,"about_ca_topic_score_gemma":0.31878462,"teacher_disagreement_score":0.31738877,"about_ca_system_score_codex":0.00008990422,"about_ca_system_score_gemma":0.000025668542,"threshold_uncertainty_score":0.6936458},"labels":[],"label_agreement":null},{"id":"W2122394296","doi":"10.2110/jsr.2006.085","title":"Techniques for Automated Measurement of Floc Properties","year":2006,"lang":"en","type":"article","venue":"Journal of Sedimentary Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"Engineering and Physical Sciences Research Council","keywords":"Geology; Remote sensing; Seismology","score_opus":0.05690423094940015,"score_gpt":0.30426138568430855,"score_spread":0.2473571547349084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122394296","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":[0.9957436,0.0002153998,0.00046102513,0.0007237307,0.000116829724,0.00062339636,0.000013619353,0.00003486818,0.0020675699],"genre_scores_gemma":[0.99578047,0.000017278795,0.003847554,0.000014496659,0.000109518776,0.000015383986,0.0000023097105,0.000013410641,0.00019958559],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975107,0.00010372374,0.000525057,0.00011359075,0.0014581945,0.0002887516],"domain_scores_gemma":[0.9993506,0.00004864129,0.00018081623,0.00013726593,0.00021363243,0.00006903469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003376259,0.00008477713,0.00019781865,0.00014697139,0.000097534736,0.000021996428,0.0003017129,0.00004284788,0.0001823455],"category_scores_gemma":[0.000045576795,0.00006134406,0.000088492096,0.00022507805,0.00012929244,0.00021625569,0.00015922969,0.0001669622,0.000012200684],"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":[0.0006425336,0.00063399534,0.04082142,0.00022988916,0.00008199219,0.000022017104,0.00019325403,0.001500631,0.8425374,0.00002464919,0.10606558,0.0072466647],"study_design_scores_gemma":[0.0027677694,0.005249068,0.039396357,0.0010076598,0.00008775044,0.00022283944,0.0012704455,0.05822605,0.8348479,0.0021705236,0.054249294,0.0005043311],"about_ca_topic_score_codex":0.0013904261,"about_ca_topic_score_gemma":0.0003854464,"teacher_disagreement_score":0.056725416,"about_ca_system_score_codex":0.00056051667,"about_ca_system_score_gemma":0.000053512485,"threshold_uncertainty_score":0.2501538},"labels":[],"label_agreement":null},{"id":"W2125091996","doi":"10.1007/s11273-007-9041-y","title":"Breakdown of fresh and dried Rhizophora mucronata leaves in a mangrove of Southwest India","year":2007,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Rhizophora mucronata; Mangrove; Rhizophoraceae; Biology; Botany; Detritus; Rhizophora; Plant litter; Horticulture; Ecology; Nutrient","score_opus":0.0032746429638208915,"score_gpt":0.19438344989110135,"score_spread":0.19110880692728047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125091996","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":[0.98545706,0.000031860887,0.000108323235,0.000056722445,0.00006484435,0.00027190865,0.00001770743,0.000007589132,0.013983964],"genre_scores_gemma":[0.9990911,0.00015693968,0.0003567063,0.00004791442,0.000006085561,0.0000087977305,0.000011251643,0.0000065434097,0.00031469107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991148,0.000023556182,0.00029342834,0.00023792138,0.00009784332,0.00023242948],"domain_scores_gemma":[0.99961156,0.00006365833,0.00011064427,0.0001562879,0.0000033884749,0.000054472446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047560592,0.00010581415,0.00022059165,0.00012005016,0.000035755696,0.00000531432,0.00011204351,0.0000825349,0.00015827204],"category_scores_gemma":[0.000007757915,0.00009997443,0.000020425621,0.00013702497,0.0001731182,0.00005949134,0.00045189576,0.0000650724,0.000008506145],"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":[0.00009680277,0.00008564132,0.99324775,0.00012306761,0.000027731938,0.000038897924,0.00052838767,0.00002580998,0.00034050448,0.001321772,0.00014610976,0.004017501],"study_design_scores_gemma":[0.00090464565,0.00012316996,0.9965663,0.000019312387,0.000020035513,0.000008665178,0.0008190364,0.00015732674,0.00016605723,0.0006082026,0.00050904794,0.00009821758],"about_ca_topic_score_codex":0.000535292,"about_ca_topic_score_gemma":0.044357598,"teacher_disagreement_score":0.043822307,"about_ca_system_score_codex":0.00003584327,"about_ca_system_score_gemma":0.0000024986036,"threshold_uncertainty_score":0.9730804},"labels":[],"label_agreement":null},{"id":"W2125517729","doi":"10.1139/b06-009","title":"Impacts of <i>Lythrum salicaria</i> invasion on plant community and soil properties in two wetlands in central New York, USA","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"U.S. Department of Agriculture","keywords":"Phalaris arundinacea; Biology; Biomass (ecology); Wetland; Native plant; Introduced species; Ecology; Ecosystem; Carex; Botany; Agronomy","score_opus":0.016648520262989044,"score_gpt":0.1925100741087283,"score_spread":0.17586155384573926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125517729","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":[0.9980187,0.000115648305,0.0000033593403,0.00026994883,0.00009626183,0.00008671474,0.00002636384,0.0000012971743,0.0013817132],"genre_scores_gemma":[0.9997653,0.000016800563,0.000029790266,0.000078862184,0.00003328457,3.933659e-7,0.0000019579027,0.0000087751605,0.00006483447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889946,0.00010055737,0.00040527264,0.00008112541,0.00016306828,0.00035050575],"domain_scores_gemma":[0.9992616,0.000037059814,0.00016100133,0.000137489,0.0000058530086,0.00039697875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040999142,0.000112630514,0.00023741041,0.00013547057,0.000062964566,0.00003263672,0.00019060673,0.00004667932,0.000057128742],"category_scores_gemma":[0.000039893006,0.000092120084,0.000035102297,0.00017517216,0.00008137326,0.00014677824,0.000036025554,0.0003318422,0.000003492959],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005879524,0.000037753074,0.98977256,0.000011274928,0.0000033816484,0.000079521575,0.000693396,0.0027465043,0.005074822,0.000016844788,0.00091784185,0.00058732065],"study_design_scores_gemma":[0.0011078925,0.00019105374,0.9952478,0.00038254276,0.0000064574665,0.00016056439,0.0003194691,0.00091789133,0.0008089977,0.00026085382,0.00046699995,0.00012947076],"about_ca_topic_score_codex":0.6194797,"about_ca_topic_score_gemma":0.993245,"teacher_disagreement_score":0.37376526,"about_ca_system_score_codex":0.00048489546,"about_ca_system_score_gemma":0.00022136387,"threshold_uncertainty_score":0.3830542},"labels":[],"label_agreement":null},{"id":"W2125601460","doi":"10.1007/s13157-010-0105-z","title":"Mapping Floating and Emergent Aquatic Vegetation in Coastal Wetlands of Eastern Georgian Bay, Lake Huron, Canada","year":2010,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Bay; Wetland; Georgian; Habitat; Marsh; Vegetation (pathology); Environmental science; Satellite imagery; Hydrology (agriculture); Landscape ecology; Aquatic plant; Thematic Mapper; Remote sensing; Ecology; Geography; Physical geography; Oceanography; Geology","score_opus":0.005064127712090548,"score_gpt":0.18704357137239497,"score_spread":0.1819794436603044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125601460","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":[0.9940224,0.0000056905646,0.00029311236,0.00013077029,0.0003197579,0.00016340528,0.000020107464,0.00001369078,0.005031011],"genre_scores_gemma":[0.99926007,0.0000055696955,0.00029793227,0.000031302166,0.00004046218,0.000006596689,0.000054196164,0.000016344553,0.00028753007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865466,0.000036705576,0.00040730595,0.00027091824,0.00032577873,0.0003046251],"domain_scores_gemma":[0.9994682,0.00005184322,0.00014665838,0.00020354397,0.0000075956377,0.00012215266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032081187,0.00015785656,0.00021757769,0.000066111104,0.000071505,0.000020999656,0.00014801261,0.000067071036,0.00027583918],"category_scores_gemma":[0.00005109148,0.00015114572,0.000027031523,0.00022694537,0.000050582636,0.00012643219,0.00018926068,0.00019186114,0.000014878782],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008410691,0.000021121557,0.98965764,0.0000555169,0.000005909287,0.000009974558,0.0005482397,0.00047548703,0.0051778257,0.0000125900815,0.00005332429,0.0039739315],"study_design_scores_gemma":[0.0005788697,0.000035685647,0.8733105,0.00005566143,0.000006554463,0.000016753469,0.00035470544,0.123168096,0.00012658717,0.000062787985,0.0020873202,0.00019648962],"about_ca_topic_score_codex":0.23696712,"about_ca_topic_score_gemma":0.9982153,"teacher_disagreement_score":0.76124823,"about_ca_system_score_codex":0.00005124743,"about_ca_system_score_gemma":0.000045227433,"threshold_uncertainty_score":0.768114},"labels":[],"label_agreement":null},{"id":"W2126588046","doi":"10.2112/si54-015.1","title":"The Impacts of Pulsed Reintroduction of River Water on a Mississippi Delta Coastal Basin","year":2009,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":105,"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 Regina","funders":"","keywords":"Delta; River delta; Wetland; Hydrology (agriculture); Mississippi delta; Drainage basin; Structural basin; Environmental science; Coastal plain; Geology; Geography; Water resource management; Ecology; Geomorphology; Cartography","score_opus":0.01975256280796422,"score_gpt":0.3023856723314464,"score_spread":0.2826331095234822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126588046","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":[0.99369264,0.000029640383,0.00017201577,0.0023782256,0.00016006369,0.00018655385,0.000022811011,0.0000035286653,0.0033545273],"genre_scores_gemma":[0.9985847,0.00008575677,0.00013647805,0.000016822163,0.00012402787,7.91908e-7,0.0000034747454,0.000012362229,0.0010355933],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9963495,0.0003608114,0.00071969396,0.00017449199,0.0018613866,0.0005341283],"domain_scores_gemma":[0.9985737,0.00028952988,0.00030533454,0.00035231188,0.00024921598,0.00022987815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037903213,0.00013670005,0.0003079627,0.00018689617,0.00020291326,0.000049525668,0.0005033654,0.000076342956,0.00029656736],"category_scores_gemma":[0.0005262702,0.000075439595,0.00017556321,0.0003730238,0.00039214513,0.00027915652,0.00025222858,0.0005360089,0.00004639059],"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":[0.0081672855,0.0012246604,0.018260455,0.00010533552,0.00014570133,0.00021821533,0.002405662,0.0071560596,0.80714995,0.00020029114,0.019893723,0.1350727],"study_design_scores_gemma":[0.0056956527,0.017611481,0.43741152,0.0009304377,0.00008050387,0.0012177898,0.0027255132,0.009947193,0.48125926,0.009526652,0.032889973,0.0007040287],"about_ca_topic_score_codex":0.00052842597,"about_ca_topic_score_gemma":0.0013326709,"teacher_disagreement_score":0.41915107,"about_ca_system_score_codex":0.00015522927,"about_ca_system_score_gemma":0.0000769797,"threshold_uncertainty_score":0.32472047},"labels":[],"label_agreement":null},{"id":"W2128285942","doi":"10.1046/j.1469-8137.2000.00724.x","title":"Ecophysiological differences among <i>Leymus mollis</i> populations across a subarctic dune system caused by environmental, not genetic, factors","year":2000,"lang":"en","type":"review","venue":"New Phytologist","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Subarctic climate; Foredune; Biology; Ecology; Environmental science; Aeolian processes","score_opus":0.04003260970440948,"score_gpt":0.27189359307870903,"score_spread":0.23186098337429956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128285942","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44204545,0.54885334,0.00014655833,0.000025793128,0.0010810521,0.0025976356,0.00372338,0.00045927818,0.0010675236],"genre_scores_gemma":[0.44023338,0.5571567,0.00008962554,0.000023296388,0.00012667886,0.00011538586,0.0008479606,0.000091912334,0.0013150683],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99517626,0.00036721246,0.0012591422,0.0014753871,0.0006154549,0.0011065654],"domain_scores_gemma":[0.99754506,0.00021562267,0.00072941795,0.0010183171,0.0000028325364,0.0004887348],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012797036,0.0011166219,0.002404215,0.000052244413,0.0005278948,0.00018257438,0.001111438,0.0008073506,0.0017498516],"category_scores_gemma":[0.000025357718,0.000823947,0.000703278,0.0002940442,0.0006513458,0.0001902193,0.00063793693,0.0006433848,0.0014066688],"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":[0.0000579705,0.00088275544,0.3613082,0.007080952,0.0004291978,0.0002895454,0.0004866486,0.00091316877,0.00008037763,0.000020331909,0.010081507,0.61836934],"study_design_scores_gemma":[0.00088591216,0.00040877637,0.36135724,0.0028732216,0.0011167971,0.00017827401,0.00031733606,0.0010784451,0.000008121617,0.00006839895,0.6282197,0.0034877504],"about_ca_topic_score_codex":0.003588122,"about_ca_topic_score_gemma":0.0031255926,"teacher_disagreement_score":0.6181382,"about_ca_system_score_codex":0.0010426993,"about_ca_system_score_gemma":0.000040528284,"threshold_uncertainty_score":0.9994211},"labels":[],"label_agreement":null},{"id":"W2128953505","doi":"10.1046/j.1365-2699.2003.00854.x","title":"Exotic plant species of the St Lawrence River wetlands: a spatial and historical analysis","year":2003,"lang":"en","type":"article","venue":"Journal of Biogeography","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phragmites; Introduced species; Invasive species; Wetland; Native plant; Phalaris arundinacea; Ecology; Vascular plant; Flora (microbiology); Species diversity; Biology; Habitat; Geography; Species richness","score_opus":0.01005144638711041,"score_gpt":0.1720724846081337,"score_spread":0.1620210382210233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128953505","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":[0.9975458,0.00014140121,0.00094165845,0.00008965996,0.00021968524,0.000051091178,0.00003931896,0.0000024339713,0.0009689567],"genre_scores_gemma":[0.9994469,0.00010707036,0.00033945293,0.000017178641,0.000020330208,3.8748522e-7,9.440916e-7,0.0000035105513,0.00006420239],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989368,0.000077731056,0.00035713642,0.00010882873,0.0003841045,0.0001354364],"domain_scores_gemma":[0.99931556,0.000052859294,0.00037571092,0.00015461817,0.000016828259,0.00008440476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003246321,0.00009332613,0.0002662093,0.00017437078,0.000069154965,0.000015716869,0.00019274231,0.000040995306,0.00021257628],"category_scores_gemma":[0.000035614186,0.000056388588,0.0003080155,0.00079006405,0.00015870287,0.000082085615,0.000075856755,0.00011090163,0.0000019202498],"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":[0.000017861326,0.00005544594,0.9985154,0.0000061414394,0.00012250214,0.000010399719,0.000120670535,0.00014891302,0.00046095706,0.000038504084,0.0003140271,0.00018913748],"study_design_scores_gemma":[0.0002491058,0.00010946222,0.9900886,0.00001880444,0.0002991383,0.000082547645,0.00006563952,0.0003617614,0.00010977635,0.0002509864,0.008278164,0.000086012464],"about_ca_topic_score_codex":0.0006630893,"about_ca_topic_score_gemma":0.0032675832,"teacher_disagreement_score":0.0084268395,"about_ca_system_score_codex":0.00008119087,"about_ca_system_score_gemma":0.00000838495,"threshold_uncertainty_score":0.23275612},"labels":[],"label_agreement":null},{"id":"W2129331219","doi":"10.5539/jsd.v7n5p40","title":"Mangroves: A Threatened Ecosystem Under-Utilized as a Resource for Scientific Research","year":2014,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"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":"Ciência sem Fronteiras; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Mangrove; Threatened species; Mangrove ecosystem; Ecosystem; Biodiversity; Geography; Coral reef; Resource (disambiguation); Ecosystem services; Environmental resource management; Population; Ecology; Agroforestry; Environmental science; Biology; Habitat","score_opus":0.024493675523212327,"score_gpt":0.2727068993717872,"score_spread":0.2482132238485749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129331219","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":[0.9845191,0.000048408892,0.0052048475,0.00066055066,0.00020565276,0.0007955104,0.0000018319228,0.000020827603,0.008543255],"genre_scores_gemma":[0.9709869,0.000003437563,0.0038761732,0.000054118067,0.00007176534,0.00005416631,0.0000057071165,0.00003264039,0.024915105],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99646765,0.00023262142,0.0008040923,0.00037600828,0.0011736557,0.0009459791],"domain_scores_gemma":[0.99828875,0.00033759477,0.00037588537,0.0003415638,0.00034586192,0.00031031575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009084379,0.00019514482,0.00037627574,0.00039698652,0.00090176304,0.00034966433,0.0006610765,0.000099835604,0.00021720432],"category_scores_gemma":[0.00044066776,0.00015902093,0.0001274495,0.0007331199,0.000119278266,0.00035861027,0.00052583317,0.00025050645,0.00017848963],"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":[0.015883137,0.0065325457,0.09749763,0.011174548,0.0022414622,0.0037119298,0.097271435,0.067766726,0.027983423,0.17162168,0.32377845,0.17453703],"study_design_scores_gemma":[0.0026349246,0.0006147332,0.008537765,0.00023261622,0.000027984144,0.00026523418,0.03455372,0.004479492,0.0017266832,0.018420795,0.9280774,0.00042867116],"about_ca_topic_score_codex":0.000045139353,"about_ca_topic_score_gemma":0.00033811587,"teacher_disagreement_score":0.60429895,"about_ca_system_score_codex":0.002026167,"about_ca_system_score_gemma":0.00036211582,"threshold_uncertainty_score":0.69357234},"labels":[],"label_agreement":null},{"id":"W2131036841","doi":"10.1046/j.1365-2745.2001.00549.x","title":"Relationship between vegetation and soil seed banks in an arctic coastal marsh","year":2001,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Soil seed bank; Vegetation (pathology); Ruderal species; Environmental science; Ecology; Salt marsh; Marsh; Abiotic component; Soil water; Habitat; Edaphic; Bay; Wetland; Agronomy; Soil science; Biology; Geography; Seedling","score_opus":0.017091274662680976,"score_gpt":0.24422548127436494,"score_spread":0.22713420661168396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131036841","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":[0.9986741,0.000008936431,0.00027087436,0.00023884543,0.000105743755,0.000056154793,0.0000010986312,0.0000031852696,0.00064105494],"genre_scores_gemma":[0.99956465,0.0000064962,0.0002768275,0.000034686873,0.000054212986,0.000001002158,0.0000031812149,0.0000060525176,0.00005286441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921316,0.000112394046,0.00032695706,0.00009296329,0.00010457745,0.00014994218],"domain_scores_gemma":[0.99941444,0.00022620981,0.00019702132,0.000063569896,0.000011769664,0.00008695859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048756416,0.00006219216,0.00015397221,0.00008759582,0.000046081135,0.000015807786,0.00008328036,0.000079829806,0.000099484176],"category_scores_gemma":[0.000115026975,0.00005816822,0.000023301975,0.00012457605,0.00004734098,0.00032669594,0.000055733486,0.00019329041,0.000029874675],"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":[0.000023091761,0.000032387765,0.99671113,0.0000065808676,0.0000026115617,0.00004051406,0.00016694372,0.0019950399,0.00017354893,0.000023710272,0.0000059961544,0.0008184181],"study_design_scores_gemma":[0.00049996475,0.0002245494,0.99331826,0.000009724417,0.000012642787,0.00023223941,0.000057741585,0.0025820332,0.000002272015,0.002962054,0.000040599036,0.000057934918],"about_ca_topic_score_codex":0.00009376548,"about_ca_topic_score_gemma":0.042541694,"teacher_disagreement_score":0.04244793,"about_ca_system_score_codex":0.00013861063,"about_ca_system_score_gemma":0.000013479245,"threshold_uncertainty_score":0.97492945},"labels":[],"label_agreement":null},{"id":"W2131196113","doi":"10.1111/j.1472-4642.2007.00351.x","title":"Expansion pathways of the exotic common reed (<i>Phragmites australis</i>): a historical and genetic analysis","year":2007,"lang":"en","type":"article","venue":"Diversity and Distributions","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère des Transports","keywords":"Phragmites; Introduced species; Invasive species; Biology; Dominance (genetics); Ecology; Marsh; Wetland","score_opus":0.017573544963498992,"score_gpt":0.18739749614727177,"score_spread":0.16982395118377278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131196113","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":[0.99735457,0.00002342651,0.0020862273,0.000104373714,0.00003386232,0.00006839031,0.00016364688,0.000009123292,0.00015640649],"genre_scores_gemma":[0.99981236,0.00001280784,0.00006966847,0.000013170555,0.000004008301,3.7964807e-7,0.000022123535,0.0000011336194,0.000064340915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99945855,0.000024723833,0.000114255505,0.00013536472,0.00014164853,0.00012544771],"domain_scores_gemma":[0.9996636,0.00005013818,0.000054535194,0.00014411868,0.0000069543985,0.00008069193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011277725,0.000061229846,0.00011363053,0.00002440746,0.0006446285,0.000007633299,0.00009895702,0.000043908298,0.00004695339],"category_scores_gemma":[0.000019873423,0.000048561527,0.00006355718,0.00035898975,0.00012371624,0.00005331622,0.0008961265,0.000055838882,0.0000023875798],"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":[0.0000084029425,0.000042726017,0.9981477,0.0000057240186,0.000018891922,0.000005446387,0.00021635432,0.00011720979,0.0008837288,0.00013228893,0.00016037378,0.00026115144],"study_design_scores_gemma":[0.000114713424,0.000017809116,0.99825746,0.0000030390868,0.0002026159,0.0000073055785,0.000118950804,0.00073362654,0.00008329916,0.0002454301,0.000156918,0.000058850128],"about_ca_topic_score_codex":0.0028915876,"about_ca_topic_score_gemma":0.0062374123,"teacher_disagreement_score":0.0033458248,"about_ca_system_score_codex":0.00017388325,"about_ca_system_score_gemma":0.0000022881861,"threshold_uncertainty_score":0.49580264},"labels":[],"label_agreement":null},{"id":"W2131622080","doi":"10.1007/s10530-009-9634-x","title":"Seeds contribute strongly to the spread of the invasive genotype of the common reed (Phragmites australis)","year":2009,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":90,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phragmites; Biology; Stolon; Rhizome; Wetland; Invasive species; Ecology; Subspecies; Common species; Colonisation; Poaceae; Botany; Habitat","score_opus":0.06262585908440828,"score_gpt":0.2403786582533802,"score_spread":0.1777527991689719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131622080","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":[0.992214,0.000023467008,0.000032875316,0.00492037,0.00012948317,0.00060767896,0.00018525636,0.000014306193,0.0018725509],"genre_scores_gemma":[0.99909866,0.000018135623,0.0000731194,0.00048109997,0.000025183079,0.000009534177,0.000007912725,0.0000037903048,0.0002825558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987539,0.00022556,0.00032678168,0.00020192926,0.00023124833,0.00026058234],"domain_scores_gemma":[0.99873924,0.00036585244,0.00018082668,0.0006190837,0.000020141211,0.00007485944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032507099,0.00013568107,0.00022013129,0.000011204173,0.00022545725,0.000012280833,0.001006024,0.000113760114,0.00022037818],"category_scores_gemma":[0.000464116,0.000051952626,0.00016190881,0.00040102575,0.00029157416,0.000037697315,0.00074956875,0.00018070663,0.000056192603],"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":[0.00009193673,0.00026516945,0.738238,0.000007759767,0.0000348132,0.0000021879382,0.0004411678,0.0057191243,0.24400808,0.004252072,0.0053048767,0.0016348315],"study_design_scores_gemma":[0.00015017466,0.00024665621,0.98866886,0.00004234792,0.000020480671,0.0000057459965,0.00015229263,0.00015000682,0.006846744,0.0010700068,0.0025514327,0.00009522783],"about_ca_topic_score_codex":0.0006335445,"about_ca_topic_score_gemma":0.0065573314,"teacher_disagreement_score":0.2504309,"about_ca_system_score_codex":0.000065816064,"about_ca_system_score_gemma":0.000017383785,"threshold_uncertainty_score":0.3659145},"labels":[],"label_agreement":null},{"id":"W2133612220","doi":"10.1093/aobpla/plt048","title":"Physiological ecology and functional traits of North American native and Eurasian introduced Phragmites australis lineages","year":2013,"lang":"en","type":"article","venue":"AoB Plants","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Biology; Phragmites; Ecology; Interspecific competition; Invasive species; Lineage (genetic); Competition (biology); Phenotypic plasticity; Introduced species; Evolutionary ecology; Plant ecology; Functional ecology; Specific leaf area; Evolutionary biology; Ecosystem; Gene; Botany; Wetland","score_opus":0.009862756939014916,"score_gpt":0.19970782076970917,"score_spread":0.18984506383069424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133612220","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":[0.99933976,0.0000034827374,0.000007434992,0.00017365412,0.000032784836,0.00013394786,0.000077823745,0.000012554427,0.00021854458],"genre_scores_gemma":[0.9995678,0.000025408204,0.0001572631,0.000059695813,0.000030792555,0.000010069456,0.00003463973,0.000004326163,0.00010996939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934685,0.000040277668,0.00013351066,0.00022732334,0.00008973688,0.0001622946],"domain_scores_gemma":[0.999681,0.00009996723,0.00008072351,0.000057672383,0.000006236361,0.00007443048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000044646615,0.00009629415,0.00017621869,0.000021972213,0.000048127127,0.000009988252,0.00005548435,0.000025985248,0.00026550126],"category_scores_gemma":[0.000033975404,0.00007348919,0.000014095535,0.00007658621,0.0002463069,0.00010180424,0.000113005626,0.00007169977,0.000047206788],"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":[0.000020773141,0.000044773333,0.9773755,0.000008173124,0.000018309964,0.0000027028677,0.0001622107,0.00011565696,0.007975688,0.0000062374447,0.0010286882,0.013241252],"study_design_scores_gemma":[0.00015340175,0.0001597161,0.9978781,0.0000027071408,0.0000047132216,0.000020345526,0.000100613186,0.0013509078,0.00015471618,0.000042486256,0.000049140468,0.00008319511],"about_ca_topic_score_codex":0.00061406347,"about_ca_topic_score_gemma":0.005213025,"teacher_disagreement_score":0.020502523,"about_ca_system_score_codex":0.00001674541,"about_ca_system_score_gemma":0.0000027535891,"threshold_uncertainty_score":0.2996802},"labels":[],"label_agreement":null},{"id":"W2133985396","doi":"10.1016/j.earscirev.2011.01.008","title":"Erodibility of cohesive sediment: The importance of sediment properties","year":2011,"lang":"en","type":"article","venue":"Earth-Science Reviews","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":576,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Sediment; Cohesion (chemistry); Erosion; Environmental science; Sediment transport; Geology; Geotechnical engineering; Hydrology (agriculture); Geomorphology","score_opus":0.04411496101621619,"score_gpt":0.23311670348164493,"score_spread":0.18900174246542872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133985396","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":[0.9806687,0.001758106,0.0006070793,0.00007579792,0.00018561343,0.0013458187,0.000009883806,0.0000146997045,0.015334305],"genre_scores_gemma":[0.99585855,0.00054202473,0.003203118,0.00007602222,0.000010316147,0.000037606605,6.036203e-7,0.0000062114777,0.0002655435],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979897,0.000116074734,0.00066431233,0.0003715339,0.00055233,0.00030604782],"domain_scores_gemma":[0.9985767,0.000024513625,0.0004721595,0.0008049688,0.000030425093,0.00009125136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002950898,0.0001460436,0.0003475666,0.000026303223,0.00013274763,0.000009983777,0.0007280106,0.000027165832,0.0010649196],"category_scores_gemma":[0.00017945081,0.000080345024,0.000111628644,0.0005684973,0.0011847103,0.00029711737,0.0004319868,0.00008760389,0.00020555794],"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":[0.000049985458,0.00043864502,0.43863106,0.00046757722,0.000016325677,0.0000030884755,0.009093294,0.00011196584,0.52328014,0.00053892354,0.00048250216,0.026886495],"study_design_scores_gemma":[0.00041755353,0.00058331597,0.37830773,0.00054820295,0.0000774963,0.000027434655,0.0008463564,0.0016078256,0.5860729,0.0006190148,0.030306106,0.00058605184],"about_ca_topic_score_codex":0.00032228298,"about_ca_topic_score_gemma":0.0005837273,"teacher_disagreement_score":0.06279278,"about_ca_system_score_codex":0.00006994138,"about_ca_system_score_gemma":0.00004633704,"threshold_uncertainty_score":0.99984825},"labels":[],"label_agreement":null},{"id":"W2134505152","doi":"10.1139/cjm-2013-0516","title":"Abundance and composition of denitrifiers in response to<i>Spartina alterniflora</i>invasion in estuarine sediment","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"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":"Natural Science Foundation of Ningbo; Chinese Academy of Sciences","keywords":"Spartina alterniflora; Biology; Kandelia candel; Nitrite reductase; Abundance (ecology); Botany; Ecology; Marsh; Mangrove; Wetland; Nitrite","score_opus":0.005068167200452351,"score_gpt":0.18476810343908792,"score_spread":0.17969993623863556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134505152","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":[0.998599,0.00007070741,0.000046714842,0.0009857083,0.000096436204,0.00014824672,0.0000075214584,7.128865e-7,0.0000449613],"genre_scores_gemma":[0.99936444,0.000008523193,0.00044660765,0.00013298614,0.0000053602917,0.0000020435207,0.0000023308633,0.0000044772055,0.000033263408],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999195,0.00012094464,0.00033837365,0.00010505164,0.000028812095,0.00021183588],"domain_scores_gemma":[0.9995335,0.000053909505,0.00011965311,0.000074512864,0.000013045574,0.0002054129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004217421,0.00006924342,0.00017778452,0.00020027022,0.000020607797,0.000008022723,0.0001177707,0.000051486462,0.00016946952],"category_scores_gemma":[0.000033278757,0.000064886815,0.000018631416,0.0001430751,0.00007971665,0.00007867315,0.00003451204,0.000110004934,0.000035357793],"study_design_candidate":"observational","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":[0.00012236247,0.000019266678,0.2651732,0.0000072977823,0.0000032082849,0.00006173284,0.0005652281,0.0014541384,0.7310782,0.000001412097,0.00041883846,0.0010951255],"study_design_scores_gemma":[0.0012012671,0.00056088786,0.9841849,0.00018377649,0.0000055947776,0.0007190669,0.00026613535,0.00037706477,0.009893164,0.00011588693,0.0023214517,0.0001707899],"about_ca_topic_score_codex":0.019272234,"about_ca_topic_score_gemma":0.2674801,"teacher_disagreement_score":0.721185,"about_ca_system_score_codex":0.0003293363,"about_ca_system_score_gemma":0.00006546665,"threshold_uncertainty_score":0.9872585},"labels":[],"label_agreement":null},{"id":"W2136089706","doi":"10.4039/tce.2013.2","title":"A new species of <i>Stenodiplosis</i> (Diptera: Cecidomyiidae) on florets of the invasive common reed (<i>Phragmites australis</i>) and its effects on seed production","year":2013,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University","funders":"","keywords":"Cecidomyiidae; Phragmites; Midge; Biology; Gall; Inflorescence; Subspecies; Infestation; Botany; Larva; Range (aeronautics); Ecology; Wetland","score_opus":0.01017136952955247,"score_gpt":0.18887369220176967,"score_spread":0.1787023226722172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136089706","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":[0.9877324,0.00002729775,7.367092e-7,0.004196812,0.0002812734,0.00094628887,0.000028926597,0.00001281538,0.0067734686],"genre_scores_gemma":[0.9964862,0.000012748048,0.000016099297,0.00037094718,0.000057293943,0.000022297516,0.0000066713365,0.0000138693185,0.0030138919],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987132,0.0001575031,0.00024431708,0.00026865685,0.00030017644,0.00031616187],"domain_scores_gemma":[0.9989203,0.00019148961,0.0001886949,0.00048752848,0.000021522084,0.00019046578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021562602,0.00018585483,0.0002382112,0.00005821851,0.00019070189,0.000037275215,0.00043030913,0.00008709495,0.00018498534],"category_scores_gemma":[0.00020472016,0.00011153223,0.000064142616,0.00027445247,0.00028590052,0.000100790065,0.00014557315,0.0001800271,0.00010778678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018856859,0.00014322881,0.65497744,0.0003787316,0.00015915956,0.000031203414,0.0033628766,0.003834665,0.30397034,0.004264647,0.024617206,0.0040719504],"study_design_scores_gemma":[0.00028836838,0.00024102222,0.9160946,0.00016493132,0.000034362787,0.000018662053,0.00009508727,0.00011499246,0.08156203,0.0008357336,0.00039157935,0.00015861497],"about_ca_topic_score_codex":0.2053665,"about_ca_topic_score_gemma":0.6115428,"teacher_disagreement_score":0.4061763,"about_ca_system_score_codex":0.0003211429,"about_ca_system_score_gemma":0.0000518183,"threshold_uncertainty_score":0.799925},"labels":[],"label_agreement":null},{"id":"W2138290946","doi":"10.2110/jsr.2010.015","title":"Factors Controlling Peat Compaction in Alluvial Floodplains: A Case Study in the Cold-Temperate Cumberland Marshes, Canada","year":2010,"lang":"en","type":"article","venue":"Journal of Sedimentary Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":56,"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":"Geology; Marsh; Floodplain; Temperate climate; Alluvium; Peat; Alluvial fan; Compaction; Hydrology (agriculture); Alluvial plain; Physical geography; Wetland; Geochemistry; Geomorphology; Archaeology; Paleontology; Structural basin; Geotechnical engineering; Ecology; Geography","score_opus":0.04146685641321184,"score_gpt":0.312483298882808,"score_spread":0.27101644246959616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138290946","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":[0.9984683,0.000015353335,0.0000015479916,0.00039377366,0.0003625894,0.00058780075,0.000011136837,0.0000017527993,0.00015777008],"genre_scores_gemma":[0.99976295,0.000006581051,0.000015810414,0.000050551065,0.00010910643,0.0000074233694,0.0000029110086,0.000009879677,0.000034762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996985,0.000595563,0.0005229654,0.00016983776,0.0013133073,0.0004133219],"domain_scores_gemma":[0.9990472,0.00047412675,0.00011760677,0.00018318609,0.000032486278,0.0001453945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043123104,0.00012888332,0.00025273123,0.00016734212,0.00021015828,0.00009848502,0.00038970792,0.000044861412,0.00031457935],"category_scores_gemma":[0.000059576716,0.00008293467,0.000040669154,0.00043016791,0.00006350913,0.0003180732,0.00012896805,0.0012898894,0.000005051471],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015022262,0.00036504175,0.9843594,0.0000060291427,0.000023761304,0.0052369,0.002409447,0.0025241016,0.0039142706,6.764758e-7,0.00087222975,0.00013792024],"study_design_scores_gemma":[0.008271334,0.001614109,0.84005296,0.00008216242,0.00004111533,0.0049281013,0.11684494,0.024535576,0.00026597755,0.000042245912,0.0029400624,0.00038144746],"about_ca_topic_score_codex":0.8752327,"about_ca_topic_score_gemma":0.99338764,"teacher_disagreement_score":0.14430647,"about_ca_system_score_codex":0.0008124184,"about_ca_system_score_gemma":0.00017056726,"threshold_uncertainty_score":0.56039995},"labels":[],"label_agreement":null},{"id":"W2138650893","doi":"10.1046/j.0022-0477.2001.00635.x","title":"Patterns of vegetation change and the recovery potential of degraded areas in a coastal marsh system of the Hudson Bay lowlands","year":2002,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":132,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Ecology; Marsh; Foraging; Vegetation (pathology); Ecological succession; Bay; Species richness; Salt marsh; Biology; Intertidal zone; Wetland; Oceanography; Geology","score_opus":0.010971387266440489,"score_gpt":0.18492202655297935,"score_spread":0.17395063928653887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138650893","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":[0.9989388,0.0000638769,0.00009277345,0.00021720622,0.00028555735,0.00016988257,0.000013526109,8.801141e-7,0.00021752104],"genre_scores_gemma":[0.99982715,0.000066982466,0.000028188491,0.0000147116025,0.000027955668,0.0000028383527,5.604568e-7,0.0000047779863,0.000026817539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989225,0.00020345658,0.00051234616,0.000069848786,0.00017916302,0.00011264493],"domain_scores_gemma":[0.99897075,0.00012595336,0.00075187284,0.00010617702,0.000019983825,0.000025286627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054300274,0.00006766182,0.0002997988,0.000058434176,0.000022562628,0.000003861442,0.00016914647,0.00006457267,0.00007961856],"category_scores_gemma":[0.000045048717,0.00003899796,0.00009417398,0.000104213315,0.00008902721,0.00009543197,0.00011818724,0.0001106424,0.0000012321617],"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":[0.00016265985,0.00008017728,0.99610645,0.00012042751,0.000025509251,0.000010146083,0.0006762081,0.0008880975,0.00089389906,0.000037285325,0.000014355799,0.000984759],"study_design_scores_gemma":[0.0015289622,0.0002195155,0.9788984,0.00013896664,0.00003929484,0.00021892709,0.00046384797,0.018248811,0.00012284826,0.00007724517,0.0000051391385,0.000038030303],"about_ca_topic_score_codex":0.00028286286,"about_ca_topic_score_gemma":0.008868226,"teacher_disagreement_score":0.017360713,"about_ca_system_score_codex":0.00006427009,"about_ca_system_score_gemma":0.0000063936127,"threshold_uncertainty_score":0.49486783},"labels":[],"label_agreement":null},{"id":"W2140315636","doi":"10.1657/1523-0430(2005)037[0269:gcival]2.0.co;2","title":"Goose-induced Changes in Vegetation and Land Cover between 1976 and 1997 in an Arctic Coastal Marsh","year":2005,"lang":"en","type":"article","venue":"Arctic Antarctic and Alpine Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Ministry of Natural Resources and Forestry","funders":"Natural Sciences and Engineering Research Council of Canada; Arctic Goose Joint Venture; Parks Canada","keywords":"Graminoid; Marsh; Vegetation (pathology); Ecology; Salt marsh; Transect; Environmental science; Anatidae; Intertidal zone; Wetland; Plant community; Biology; Ecological succession","score_opus":0.034890538245255835,"score_gpt":0.307666723654486,"score_spread":0.27277618540923015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140315636","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":[0.997565,0.00014514875,0.000013518447,0.0015599667,0.00001874419,0.00041053415,0.000011997518,0.000011991047,0.0002631495],"genre_scores_gemma":[0.9988583,0.00051637343,0.00025740062,0.00007056465,0.000083630934,0.000027524828,0.000031311873,0.000020560537,0.00013437266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794745,0.00024908275,0.0002592277,0.0005286317,0.00042994999,0.0005856286],"domain_scores_gemma":[0.9991997,0.00029512442,0.000045820656,0.00019450017,0.000019853162,0.00024500157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013130051,0.00017809388,0.00026928738,0.0002100352,0.00015004558,0.000096510084,0.000121195284,0.00009691732,0.0001212139],"category_scores_gemma":[0.00010762031,0.0001645646,0.000013617471,0.0003931623,0.00026353056,0.00045662193,0.00042697115,0.00042606163,0.00004039514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049091046,0.00007087295,0.9736102,0.0001537686,0.000006610311,0.00002101677,0.00092563836,0.00003624547,0.0005908823,0.000031825854,0.0000070271126,0.024496818],"study_design_scores_gemma":[0.0011836566,0.00037320962,0.98152226,0.00016129272,0.000009191187,0.00005177463,0.00035763037,0.01510454,0.000042758038,0.0005787889,0.0004147909,0.00020012681],"about_ca_topic_score_codex":0.012683455,"about_ca_topic_score_gemma":0.14788999,"teacher_disagreement_score":0.13520654,"about_ca_system_score_codex":0.00019719425,"about_ca_system_score_gemma":0.000020622327,"threshold_uncertainty_score":0.9938912},"labels":[],"label_agreement":null},{"id":"W2140610461","doi":"10.3732/ajb.1000278","title":"Long‐distance dispersal and high genetic diversity are implicated in the invasive spread of the common reed, <i>Phragmites australis</i> (Poaceae), in northeastern North America","year":2011,"lang":"en","type":"article","venue":"American Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phragmites; Biological dispersal; Biology; Ecology; Population; Genetic structure; Genetic diversity; Range (aeronautics); Wetland; Demography","score_opus":0.008626089927873731,"score_gpt":0.18578119727779893,"score_spread":0.1771551073499252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140610461","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":[0.9992005,0.000048093763,0.000111470996,0.0002791364,0.00004099976,0.00017631848,0.00004144953,0.0000026821128,0.00009931858],"genre_scores_gemma":[0.9995932,0.00009462106,0.00013514483,0.00014497977,0.000011308159,0.0000019752101,6.448888e-7,0.00000922918,0.000008883034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985839,0.00021277979,0.0004371431,0.00017948962,0.0003365791,0.00025008916],"domain_scores_gemma":[0.9986736,0.00011868014,0.0007908579,0.00031609845,0.000017754322,0.00008300368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018859217,0.00015262915,0.00035500186,0.000042902764,0.0000859934,0.000014282542,0.00069603027,0.00002406177,0.000031994172],"category_scores_gemma":[0.000028260447,0.000095538,0.00007766791,0.00058892014,0.00066965603,0.0001439764,0.0004529511,0.00026443045,0.000004117766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011924323,0.00009761311,0.99269354,0.000006612727,0.000013802364,0.00006826213,0.0030008196,0.00031843234,0.00017002248,0.0000020256648,0.000020777234,0.0034888242],"study_design_scores_gemma":[0.00031206844,0.00024233788,0.9958232,0.000067465415,0.000027456821,0.00010659896,0.0030261327,0.0001904937,0.000026682792,0.000046436166,0.000021014037,0.00011008672],"about_ca_topic_score_codex":0.021326054,"about_ca_topic_score_gemma":0.21175964,"teacher_disagreement_score":0.19043359,"about_ca_system_score_codex":0.00010929303,"about_ca_system_score_gemma":0.000014198445,"threshold_uncertainty_score":0.98519105},"labels":[],"label_agreement":null},{"id":"W2141657736","doi":"10.1007/s10980-004-0468-8","title":"Landscape characteristics of Rhizophora mangle forests and propagule deposition in coastal environments of Florida (USA)","year":2005,"lang":"en","type":"article","venue":"Landscape Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"McGill University; Tulane University; Office of Research and Development","keywords":"Rhizophora mangle; Propagule; Mangrove; Biological dispersal; Landscape ecology; Ecology; Seed dispersal; Geography; Environmental science; Habitat; Biology","score_opus":0.003735191971263806,"score_gpt":0.18776318818086626,"score_spread":0.18402799620960245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141657736","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":[0.99743754,0.000017715609,0.00009796862,0.000049755905,0.00009585869,0.00022248326,0.000059021473,0.0000061186643,0.002013557],"genre_scores_gemma":[0.9992898,0.000042744774,0.00036918023,0.000017433884,0.000036690046,0.000018374129,0.000060453676,0.000012804874,0.00015250081],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989718,0.000047727597,0.00036734855,0.00022752833,0.00014090871,0.0002446719],"domain_scores_gemma":[0.99953663,0.00005441043,0.0001786707,0.00016421035,0.0000036335175,0.000062464074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016470505,0.0001256246,0.00029013216,0.00006558863,0.000029879639,0.0000057642515,0.00011551735,0.000110942754,0.0007143285],"category_scores_gemma":[0.000017148206,0.00011866303,0.000030374533,0.00010237451,0.00007775957,0.00009519073,0.00022120454,0.00008512479,0.00007628711],"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":[0.00008662308,0.00011259997,0.9914047,0.000031339423,0.000007765507,0.000010183161,0.000122007325,0.00027076816,0.004354619,0.000025091844,0.00008402138,0.003490273],"study_design_scores_gemma":[0.0007561339,0.00022116603,0.9821509,0.00001579564,0.000013011425,0.000033685592,0.000046802743,0.01538348,0.001111767,0.000027989452,0.00012403252,0.0001152234],"about_ca_topic_score_codex":0.0001477564,"about_ca_topic_score_gemma":0.034341082,"teacher_disagreement_score":0.034193326,"about_ca_system_score_codex":0.00005735419,"about_ca_system_score_gemma":0.0000072463117,"threshold_uncertainty_score":0.9832797},"labels":[],"label_agreement":null},{"id":"W2142113429","doi":"10.1046/j.1365-2435.2002.00669.x","title":"Species‐specific patterns of litter processing by terrestrial isopods (Isopoda: Oniscidea) in high intertidal salt marshes and coastal forests","year":2002,"lang":"en","type":"article","venue":"Functional Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of Georgia","keywords":"Isopoda; Biology; Detritivore; Plant litter; Detritus; Litter; Ecology; Salt marsh; Terrestrial ecosystem; Ecosystem; Habitat; Frass; Crustacean","score_opus":0.01161821578688301,"score_gpt":0.18704745807357834,"score_spread":0.17542924228669532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142113429","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":[0.9967602,0.00002825885,0.0007806783,0.0006285189,0.00049421686,0.00018225785,0.00009118205,0.000018242594,0.0010164356],"genre_scores_gemma":[0.99796635,0.000017714327,0.00010994876,0.00010364225,0.00013847715,0.000023078377,0.000070821494,0.00001628686,0.0015536743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985916,0.00006771226,0.00041179918,0.0003804634,0.00021956378,0.0003288886],"domain_scores_gemma":[0.99953884,0.00011132976,0.00013569818,0.00012906967,0.0000073787646,0.00007769074],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015237645,0.00016892863,0.00025911833,0.000076092736,0.000078808334,0.000029480116,0.00013189827,0.00012607245,0.006675091],"category_scores_gemma":[0.000025483952,0.00015892187,0.000044462926,0.0001265736,0.00017997272,0.00020513337,0.00028899647,0.00017265999,0.000107105014],"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":[0.00012074997,0.0001619324,0.98912627,0.000020547419,0.000007626595,0.000012925709,0.00013067578,0.0002734704,0.0009947333,0.000041902207,0.005804196,0.0033049565],"study_design_scores_gemma":[0.0010649773,0.00025344716,0.9887368,0.000025569983,0.0000057722154,0.000049469814,0.00009232985,0.0053407336,0.00006667329,0.00040644105,0.0037917192,0.0001660501],"about_ca_topic_score_codex":0.0005362366,"about_ca_topic_score_gemma":0.040103,"teacher_disagreement_score":0.039566766,"about_ca_system_score_codex":0.00016114206,"about_ca_system_score_gemma":0.0000089388695,"threshold_uncertainty_score":0.99423295},"labels":[],"label_agreement":null},{"id":"W2144169221","doi":"10.1111/j.1365-3091.2004.00692.x","title":"Sedimentation on a wave‐dominated, open‐coast tidal flat, south‐western Korea: summer tidal flat – winter shoreface","year":2005,"lang":"en","type":"article","venue":"Sedimentology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":191,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Korea Science and Engineering Foundation","keywords":"Geology; Oceanography; Intertidal zone; Storm; Winter storm; Bioturbation; Shoal; Geomorphology; Sediment","score_opus":0.018513026777113684,"score_gpt":0.26266752553041217,"score_spread":0.24415449875329848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144169221","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":[0.9655158,0.000018445578,0.00044768094,0.0019674753,0.00068910985,0.00080977054,0.00006449664,0.00009667786,0.03039054],"genre_scores_gemma":[0.98660076,0.0000046302225,0.00068038085,0.0013299079,0.00019683386,0.00007074396,0.00015822735,0.00005583123,0.010902663],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971773,0.0001604505,0.0005524137,0.00086293457,0.00043888885,0.000807981],"domain_scores_gemma":[0.99888676,0.00007644565,0.0002096901,0.0005513459,0.00001637889,0.00025935107],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039096907,0.00042252336,0.00046386642,0.0001110401,0.00019788109,0.0001186038,0.0006045486,0.00024491717,0.0041916324],"category_scores_gemma":[0.000016323022,0.00038430133,0.0001149941,0.00022204679,0.00017862281,0.00051343977,0.0009988089,0.00031453822,0.0062684626],"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":[0.0028403536,0.0011496169,0.72718006,0.00010554996,0.00057250564,0.0004500243,0.014935811,0.006066228,0.0830143,0.0006672241,0.07387574,0.089142576],"study_design_scores_gemma":[0.028379157,0.005404656,0.29181144,0.0004382331,0.00066603615,0.0015256623,0.0063180136,0.10954008,0.07195747,0.00090903987,0.47683877,0.0062114713],"about_ca_topic_score_codex":0.0005503042,"about_ca_topic_score_gemma":0.012276944,"teacher_disagreement_score":0.43536866,"about_ca_system_score_codex":0.0005669929,"about_ca_system_score_gemma":0.000020438601,"threshold_uncertainty_score":0.9998609},"labels":[],"label_agreement":null},{"id":"W2144514737","doi":"","title":"Effects of lime addition on the growth of fanwort in softwater systems","year":2011,"lang":"en","type":"article","venue":"Journal of Aquatic Plant Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"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":"Lime; Alkalinity; Macrophyte; Total inorganic carbon; Dominance (genetics); Biomass (ecology); Periphyton; Biology; Photosynthesis; Botany; Ecology; Animal science; Chemistry; Carbon dioxide","score_opus":0.00797026886577815,"score_gpt":0.15571654121622305,"score_spread":0.1477462723504449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144514737","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":[0.992487,0.000014279315,0.0010798291,0.000039255818,0.0002113066,0.00037270744,0.0000083417035,0.0000028221068,0.0057844482],"genre_scores_gemma":[0.9995759,0.000041541556,0.00023094151,0.000021742426,0.0000114923505,0.0000063171415,0.000001528239,0.000005637759,0.00010486652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880594,0.000086729495,0.0005007573,0.00007742756,0.00040453149,0.00012462965],"domain_scores_gemma":[0.99919087,0.00018787573,0.00046479335,0.00011874777,0.0000059305567,0.000031774747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006768358,0.0000860154,0.00021398855,0.000103999584,0.000015744163,0.000006529118,0.00023547297,0.000023868384,0.00011434709],"category_scores_gemma":[0.000031667052,0.000050992985,0.000058433332,0.00011906147,0.00002969765,0.00008560365,0.00008939541,0.00008005322,0.00004510156],"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":[0.005702557,0.012266545,0.74695706,0.015723737,0.0035846618,0.005527376,0.025655637,0.028112313,0.025036123,0.041738316,0.06516518,0.024530519],"study_design_scores_gemma":[0.0038574438,0.0032438973,0.9194787,0.0061449823,0.00054704334,0.00022360626,0.0016567769,0.042385615,0.013012488,0.0081478935,0.0006739691,0.000627566],"about_ca_topic_score_codex":0.00025407647,"about_ca_topic_score_gemma":0.00009553282,"teacher_disagreement_score":0.17252167,"about_ca_system_score_codex":0.00008866209,"about_ca_system_score_gemma":0.0000029943237,"threshold_uncertainty_score":0.20794335},"labels":[],"label_agreement":null},{"id":"W2145689607","doi":"10.1177/1070496510384392","title":"The Use and Management of Mangrove Ecosystems in Pakistan","year":2010,"lang":"en","type":"article","venue":"The Journal of Environment & Development","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"","keywords":"Mangrove; Mangrove ecosystem; Hectare; Total economic value; Ecosystem services; Geography; Valuation (finance); Ecosystem; Poverty; Livelihood; Agroforestry; Environmental protection; Agricultural economics; Business; Ecology; Environmental science; Economics; Economic growth; Agriculture","score_opus":0.008705157221726559,"score_gpt":0.2051074582634738,"score_spread":0.19640230104174722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145689607","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":[0.998503,0.000084978834,0.00031414794,0.00020134157,0.0001843014,0.00026834972,0.0000016475111,0.000002047347,0.000440176],"genre_scores_gemma":[0.9957793,0.0013796139,0.002393787,0.000020817839,0.000012947631,0.000006124886,6.4496703e-7,0.000011357597,0.00039543485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984558,0.000078725156,0.0006660533,0.00010901727,0.00046754818,0.0002228226],"domain_scores_gemma":[0.9991103,0.00014735157,0.00039451514,0.0002702508,0.0000038992353,0.00007369199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016017937,0.00013367069,0.00016868065,0.00003184603,0.00013491166,0.000033986067,0.00037640196,0.00003607394,0.0001347398],"category_scores_gemma":[0.000005882457,0.00007353073,0.00003479316,0.00007075123,0.00013645661,0.0001498389,0.00040485966,0.00021025851,0.000032869048],"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":[0.0009259197,0.0008192692,0.77841985,0.0002552223,0.00056990556,0.00019194013,0.00900389,0.011091059,0.034404725,0.0014040279,0.0025465882,0.1603676],"study_design_scores_gemma":[0.00073882594,0.000077810684,0.87305486,0.000096759926,0.000039000068,0.00011521203,0.0009512526,0.00080254214,0.000859928,0.00017020774,0.122910224,0.00018340576],"about_ca_topic_score_codex":0.000075123804,"about_ca_topic_score_gemma":0.001959016,"teacher_disagreement_score":0.16018419,"about_ca_system_score_codex":0.00018281738,"about_ca_system_score_gemma":0.000008076238,"threshold_uncertainty_score":0.2998496},"labels":[],"label_agreement":null},{"id":"W2145975749","doi":"10.1139/f07-151","title":"Retention, breakdown, and biological utilisation of deciduous tree leaves in an estuarine tidal flat of southwestern British Columbia, Canada","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Intertidal zone; Deciduous; Invertebrate; Benthic zone; Estuary; Environmental science; Biology; Botany; Ecology","score_opus":0.01761353492982296,"score_gpt":0.1807188806538825,"score_spread":0.16310534572405955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145975749","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":[0.9994562,0.00008458969,0.000016648477,0.000099864825,0.000068092675,0.000053649743,0.0000109241555,7.3867125e-7,0.00020924937],"genre_scores_gemma":[0.9996155,0.00004093961,0.00026090245,0.000020862335,0.000009268102,4.5388785e-7,0.0000012520018,0.000002145979,0.000048710444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913263,0.000041433337,0.00035526318,0.00012228114,0.00018928849,0.00015911747],"domain_scores_gemma":[0.9994831,0.00004988318,0.00019134197,0.000052529802,0.00001459017,0.0002085607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000324561,0.00005334376,0.00019234473,0.000039480965,0.00014738468,0.00006500423,0.00014266936,0.000031799802,0.00011312855],"category_scores_gemma":[0.000098935445,0.000056159137,0.000017638986,0.00018815875,0.0008153617,0.0002709924,0.000022833034,0.00004901922,1.0809987e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027655988,0.0000046147547,0.9904213,0.0000051883935,0.0000019643398,0.00003425865,0.00048519962,0.000019828241,0.000093254734,0.0000013648245,0.00007674623,0.008853493],"study_design_scores_gemma":[0.00016868887,0.0002922931,0.9959695,0.000043143053,0.0000038811327,0.0003357905,0.0016726439,0.0011482381,0.000008986582,0.00022732574,0.00006479452,0.0000647358],"about_ca_topic_score_codex":0.9777625,"about_ca_topic_score_gemma":0.99980724,"teacher_disagreement_score":0.022044713,"about_ca_system_score_codex":0.000059562004,"about_ca_system_score_gemma":0.0003281809,"threshold_uncertainty_score":0.3004234},"labels":[],"label_agreement":null},{"id":"W2146472261","doi":"10.1093/jpe/rtn007","title":"Invasive Spartina and reduced sediments: Shanghai's dangerous silver bullet","year":2008,"lang":"en","type":"article","venue":"Journal of Plant Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of British Columbia","funders":"Fudan University","keywords":"Spartina; Wetland; Salt marsh; Spartina alterniflora; Estuary; Marsh; Population; Ecology; Geography; Environmental science; Oceanography; Geology","score_opus":0.010585578686322261,"score_gpt":0.19365936079058016,"score_spread":0.1830737821042579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146472261","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":[0.9977263,0.00003692673,0.000023500284,0.0004897146,0.00039678888,0.00009459723,0.00002558269,0.0000065040254,0.0012000937],"genre_scores_gemma":[0.99852335,0.00017727836,0.00047162062,0.00027252722,0.00009418043,0.0000021463898,0.000005800316,0.000008539233,0.00044458098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990391,0.00006299975,0.00034325972,0.00013674091,0.00017583487,0.00024203771],"domain_scores_gemma":[0.99928963,0.00014704217,0.00031773126,0.000090171685,0.000012693479,0.00014275327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024381554,0.00010699107,0.00025429123,0.000056222303,0.00010341923,0.00000896141,0.00014817467,0.00008181389,0.00082448],"category_scores_gemma":[0.0000859524,0.00008695209,0.000045681183,0.000068664915,0.000096758486,0.00013822394,0.00015993949,0.0001631304,0.00015163927],"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":[0.0003342625,0.00030950477,0.8467022,0.00003001796,0.00012663269,0.0041918275,0.0015809672,0.0010428028,0.04266533,0.00002872578,0.10209756,0.0008901687],"study_design_scores_gemma":[0.0022709756,0.0015832355,0.92619824,0.00005552983,0.000079400794,0.030450732,0.00035493245,0.0007949877,0.0013482687,0.0002919517,0.036187448,0.00038427787],"about_ca_topic_score_codex":0.00007220864,"about_ca_topic_score_gemma":0.0012287956,"teacher_disagreement_score":0.07949606,"about_ca_system_score_codex":0.00014820533,"about_ca_system_score_gemma":0.000028144264,"threshold_uncertainty_score":0.9027478},"labels":[],"label_agreement":null},{"id":"W2146659086","doi":"10.1093/aobpla/pls040","title":"Moving from a regional to a continental perspective of Phragmites australis invasion in North America","year":2012,"lang":"en","type":"article","venue":"AoB Plants","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Université Laval","keywords":"Phragmites; Biology; Chesapeake bay; Bay; Ecology; Invasive species; Fishery; Estuary; Geography; Archaeology; Wetland","score_opus":0.01444244502259336,"score_gpt":0.22365804839275372,"score_spread":0.20921560337016035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146659086","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":[0.998103,0.000017772487,0.0000323282,0.000102514896,0.00005974581,0.00014107354,0.00019864425,0.000010799029,0.001334107],"genre_scores_gemma":[0.9992957,0.000007808275,0.00042969047,0.00008727339,0.00003215831,0.0000067141164,0.000058015412,0.0000070389797,0.00007556451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919635,0.000028543069,0.00015856567,0.00017799053,0.00019570644,0.00024283248],"domain_scores_gemma":[0.99962497,0.00007248815,0.000067083034,0.00012321267,0.000003625912,0.00010861727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006350164,0.00009271805,0.00014890592,0.000042311243,0.00002481345,0.0000065768772,0.00012881917,0.000030509882,0.00038952133],"category_scores_gemma":[0.000031193485,0.00008575984,0.000029338435,0.00016246535,0.00003367883,0.0001807051,0.00017176809,0.00006595174,0.00028692847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052290747,0.000086141816,0.98869973,0.0000023611735,0.0000064606443,0.0000058627816,0.0042613945,0.00023345732,0.0053209793,0.000006760794,0.0005876934,0.00073689036],"study_design_scores_gemma":[0.00023060988,0.0000316633,0.99541956,0.000032545286,0.0000038515595,0.000006971942,0.0024947512,0.0006395937,0.00028335763,0.000029523611,0.0007109083,0.00011664168],"about_ca_topic_score_codex":0.029394051,"about_ca_topic_score_gemma":0.040702004,"teacher_disagreement_score":0.011307955,"about_ca_system_score_codex":0.0001707486,"about_ca_system_score_gemma":0.0000044493795,"threshold_uncertainty_score":0.9770693},"labels":[],"label_agreement":null},{"id":"W2146712430","doi":"10.1111/1365-2435.12359","title":"Senescence in duckweed: age‐related declines in survival, reproduction and offspring quality","year":2014,"lang":"en","type":"article","venue":"Functional Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Offspring; Biology; Reproduction; Senescence; Longevity; Ecology; Zoology; Fecundity; Demography; Genetics; Population","score_opus":0.015884236330949444,"score_gpt":0.23427561341946065,"score_spread":0.2183913770885112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146712430","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":[0.99618524,0.000007472472,0.0002766048,0.00056982675,0.0008067202,0.00011342247,0.0000011889344,0.000023931734,0.0020155665],"genre_scores_gemma":[0.9992805,0.000011494549,0.00012632445,0.000051588384,0.000049975442,0.000013666873,0.000013229415,0.000006696352,0.00044652383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987232,0.00019702855,0.00033176263,0.00043096833,0.00011613928,0.00020091918],"domain_scores_gemma":[0.9995232,0.00018640983,0.00007662906,0.00016664946,0.0000064840915,0.000040585353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012194561,0.00009064893,0.0001762959,0.00006839305,0.000053337095,0.000008983232,0.000059636714,0.00009753522,0.00039247968],"category_scores_gemma":[0.0003600602,0.0000931597,0.000018426588,0.00023321615,0.00009236748,0.00012441132,0.00014957385,0.00013993621,0.00014056571],"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":[0.000034440618,0.000052224244,0.9864285,0.000009862124,0.0000022346992,0.000005846035,0.00005201792,0.009619413,0.0014627882,0.00043360973,0.000033783217,0.0018652977],"study_design_scores_gemma":[0.00038242454,0.00003331876,0.9881484,0.0000055690075,0.00000185684,0.000019306843,0.000048697217,0.008135178,0.000012220287,0.0022727954,0.00084008544,0.00010015363],"about_ca_topic_score_codex":0.0022554891,"about_ca_topic_score_gemma":0.10865773,"teacher_disagreement_score":0.10640225,"about_ca_system_score_codex":0.00016276426,"about_ca_system_score_gemma":0.000008252504,"threshold_uncertainty_score":0.90760696},"labels":[],"label_agreement":null},{"id":"W2148012712","doi":"10.1111/j.1365-2435.2005.01011.x","title":"Seed dispersal by small herbivores and tidal water: are they important filters in the assembly of salt‐marsh communities?","year":2005,"lang":"en","type":"article","venue":"Functional Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":45,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Salt marsh; Herbivore; Biological dispersal; Ecology; Seed dispersal; Marsh; Germination; Halophyte; Perennial plant; Agronomy; Wetland; Salinity","score_opus":0.007909267296269016,"score_gpt":0.1851650419323903,"score_spread":0.1772557746361213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148012712","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":[0.9971448,0.000019019491,0.000033048724,0.0014047074,0.00012106585,0.0001407368,0.000046744455,0.00001012287,0.0010797094],"genre_scores_gemma":[0.9990957,0.000016405113,0.000046884936,0.0004780153,0.000031735537,0.000022669206,0.0000835806,0.00000831639,0.00021671451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999117,0.00012947372,0.00024898603,0.00013589018,0.0001327598,0.00023584707],"domain_scores_gemma":[0.9995186,0.00019944458,0.00008126153,0.00015803959,0.000005818554,0.000036885693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037883152,0.00010687542,0.00015404161,0.000029542232,0.000097147364,0.000013848812,0.00017953126,0.00007308666,0.00062519003],"category_scores_gemma":[0.00001275126,0.00006899926,0.000033787343,0.000044287506,0.00012778358,0.00008284834,0.00018894968,0.00014500863,0.00004877148],"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":[0.00007496669,0.00012730273,0.9924549,0.000011906421,0.000014514513,0.0000042158413,0.00112068,0.0022483808,0.0025116685,0.00009445736,0.0011755708,0.00016143518],"study_design_scores_gemma":[0.00043799527,0.00014175121,0.98268276,0.000006994919,0.000009806526,0.00005370925,0.0018792136,0.011606461,0.00006455175,0.00016003437,0.0028456596,0.000111076355],"about_ca_topic_score_codex":0.0028129944,"about_ca_topic_score_gemma":0.2657749,"teacher_disagreement_score":0.26296192,"about_ca_system_score_codex":0.000107965505,"about_ca_system_score_gemma":0.000007422753,"threshold_uncertainty_score":0.7476228},"labels":[],"label_agreement":null},{"id":"W2148557922","doi":"10.1111/j.1461-0248.2006.00960.x","title":"Harvest reserves reduce extinction risk in an experimental microcosm","year":2006,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":18,"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 Guelph","funders":"","keywords":"Microcosm; Population viability analysis; Extinction (optical mineralogy); Ecology; Biology; Population; Marine reserve; Endangered species; Fishing; Demography","score_opus":0.0061647209622011775,"score_gpt":0.2175386108678598,"score_spread":0.21137388990565864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148557922","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":[0.9973117,0.000007879276,0.000037905567,0.0006258391,0.00028052766,0.00020760289,0.000006794229,0.000044293007,0.0014774669],"genre_scores_gemma":[0.9988431,0.0000013673963,0.0004878697,0.00024130048,0.00007956681,0.000035450023,0.000030767776,0.00001560588,0.0002650093],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998827,0.00015228809,0.0002288704,0.00036001462,0.00009853596,0.00033333496],"domain_scores_gemma":[0.99960446,0.000034738197,0.000089364206,0.00022011551,0.0000017369014,0.000049607173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021876035,0.00012482145,0.00012606283,0.000057991656,0.00011753824,0.000029758237,0.00018981627,0.00007934888,0.00086997956],"category_scores_gemma":[0.000008903749,0.00013165918,0.000036491234,0.00013000336,0.00012166552,0.00034397485,0.00014306333,0.00015265704,0.00046853776],"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":[0.000020960611,0.00013078746,0.77955604,0.0000012894186,0.000001713899,0.000024328867,0.00007934661,0.0025148888,0.21505794,0.000003365309,0.002492057,0.00011730039],"study_design_scores_gemma":[0.00043342495,0.00008142519,0.99234724,0.000002680274,0.0000039281026,0.000018033217,0.00010819754,0.0015173738,0.004285472,0.000042839358,0.0010060811,0.00015330796],"about_ca_topic_score_codex":0.0039892504,"about_ca_topic_score_gemma":0.10168364,"teacher_disagreement_score":0.2127912,"about_ca_system_score_codex":0.00044008603,"about_ca_system_score_gemma":0.0000036670142,"threshold_uncertainty_score":0.9525666},"labels":[],"label_agreement":null},{"id":"W2150241788","doi":"10.1306/2dc40963-0e47-11d7-8643000102c1865d","title":"Structure, Stability, and Transformation of Contaminated Lacustrine Surface Fine-Grained Laminae","year":2001,"lang":"en","type":"article","venue":"Journal of Sedimentary Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":43,"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":"Geology; Contamination; Transformation (genetics); Stability (learning theory); Surface (topology); Geochemistry; Mineralogy; Chemistry; Geometry; Ecology","score_opus":0.031695261589488634,"score_gpt":0.2920764700049885,"score_spread":0.26038120841549983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150241788","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":[0.99771106,0.00006884552,0.00007978194,0.0008718762,0.000063061016,0.00024456816,0.000041368832,0.000003933029,0.0009155211],"genre_scores_gemma":[0.9994422,0.00011963191,0.0002576969,0.000013575144,0.000025597172,5.3384133e-7,0.000012720104,0.0000082195975,0.000119815966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980582,0.00019316717,0.000509967,0.00012325983,0.0008462951,0.00026910685],"domain_scores_gemma":[0.9992927,0.00017975007,0.00015874453,0.00013415917,0.00009260693,0.00014207687],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017533246,0.00009843607,0.0002334635,0.00010397829,0.0000820045,0.000021347276,0.0002104915,0.000055397104,0.0017105909],"category_scores_gemma":[0.000042333795,0.0000775863,0.0000454746,0.00042017308,0.00018393548,0.0004188549,0.00014092746,0.00033325746,0.0000064879423],"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":[0.0013510996,0.0003718094,0.72288543,0.00021758668,0.00010762274,0.00012305375,0.0023581374,0.0013062478,0.2535403,0.000053710362,0.0021390372,0.015545947],"study_design_scores_gemma":[0.011757829,0.006823154,0.76486677,0.00042604317,0.00013726944,0.0017137862,0.009978869,0.039208807,0.1484988,0.0030776064,0.01278109,0.00072995824],"about_ca_topic_score_codex":0.00082891656,"about_ca_topic_score_gemma":0.0014333599,"teacher_disagreement_score":0.10504151,"about_ca_system_score_codex":0.00022740714,"about_ca_system_score_gemma":0.000026398158,"threshold_uncertainty_score":0.99920195},"labels":[],"label_agreement":null},{"id":"W2151582737","doi":"10.1139/l06-043","title":"Recent advances in basic and applied research in cohesive sediment transport in aquatic systems","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sediment transport; Flume; Sediment; Consolidation (business); Geotechnical engineering; Flocculation; Fluidization; Geology; Sediment control; Wave flume; Deposition (geology); Erosion; Environmental science; Hydrology (agriculture); Geomorphology; Engineering; Mechanics; Flow (mathematics); Environmental engineering; Fluidized bed; Wave propagation; Breaking wave","score_opus":0.010192428978086454,"score_gpt":0.2148573884337807,"score_spread":0.20466495945569424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151582737","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":[0.9929044,0.0027105184,0.0005552005,0.000058549336,0.0001828385,0.000219363,0.0000019584247,0.000002016064,0.0033651467],"genre_scores_gemma":[0.9995683,0.0003389649,0.00004144854,0.000005665932,0.000021728512,0.000004420875,6.716304e-7,0.000010752101,0.000008068417],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9987653,0.000021017606,0.00042125914,0.00011807671,0.00023605926,0.00043832485],"domain_scores_gemma":[0.99947125,0.00009288478,0.000048554564,0.0000709712,0.0000065251397,0.00030984177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020266257,0.00008649243,0.00019338593,0.00056545075,0.000018659211,0.000014016857,0.00012124598,0.00004762905,0.000038669485],"category_scores_gemma":[0.000028729992,0.0000891342,0.0000127289295,0.00055862573,0.000027806691,0.00015385145,0.000010246733,0.0003238108,0.0000035708915],"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":[0.00001908663,0.000013010973,0.3944755,0.00008436181,0.0000030171184,0.0006171272,0.0012651748,0.5964771,0.00027621008,0.00005911574,0.000010750591,0.0066995537],"study_design_scores_gemma":[0.0017161125,0.00013285458,0.91853637,0.0013569567,0.0000057178704,0.00019604186,0.0027838293,0.058372855,0.000077489574,0.00017127095,0.016253438,0.000397051],"about_ca_topic_score_codex":0.0053456295,"about_ca_topic_score_gemma":0.92605984,"teacher_disagreement_score":0.9207142,"about_ca_system_score_codex":0.0012281548,"about_ca_system_score_gemma":0.00008291399,"threshold_uncertainty_score":0.80810285},"labels":[],"label_agreement":null},{"id":"W2152528247","doi":"10.1111/j.1365-2664.2007.01362.x","title":"Highways as corridors and habitats for the invasive common reed <i>Phragmites australis</i> in Quebec, Canada","year":2007,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":167,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phragmites; Biological dispersal; Wetland; Habitat; Geography; Invasive species; Marsh; Common species; Ecology; Introduced species; Biology; Population","score_opus":0.005238197237949182,"score_gpt":0.2029184989900879,"score_spread":0.19768030175213872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152528247","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":[0.99606174,0.000018488008,0.00006688989,0.0012378315,0.00033349975,0.00031215075,0.000006926161,0.0000042453044,0.0019582263],"genre_scores_gemma":[0.99882704,0.00002042073,0.000196511,0.0006982874,0.000053237916,0.000007527207,0.0000023805596,0.00000995636,0.00018463975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989233,0.000017706196,0.00045415567,0.00012805883,0.00016159409,0.00031520796],"domain_scores_gemma":[0.9982829,0.0011719416,0.0003145683,0.00010815363,0.000012336794,0.00011011586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000691781,0.00011249968,0.00025951807,0.00004552168,0.00010012508,0.00001899454,0.00023232528,0.00008284289,0.00007684244],"category_scores_gemma":[0.00006120765,0.000081305065,0.00003473542,0.00011400638,0.000103804305,0.00007309409,0.000110171684,0.00020642101,0.0000067506967],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016283783,0.00018010527,0.86828184,0.00007308938,0.000115595976,0.0003973791,0.0016686423,0.025049686,0.011347551,0.0013944521,0.08212619,0.007737105],"study_design_scores_gemma":[0.0016037911,0.00023366339,0.979152,0.000016254602,0.000043559434,0.00019222265,0.002264622,0.0007765079,0.0012048756,0.00211147,0.012193421,0.00020760864],"about_ca_topic_score_codex":0.3358642,"about_ca_topic_score_gemma":0.9989084,"teacher_disagreement_score":0.6630442,"about_ca_system_score_codex":0.00054037967,"about_ca_system_score_gemma":0.00011514251,"threshold_uncertainty_score":0.66855836},"labels":[],"label_agreement":null},{"id":"W2153211656","doi":"10.1672/08-227.1","title":"Aboveground biomass and nutrient limitation in relation to river connectivity in montane floodplain marshes","year":2009,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Parks Canada; Society of Wetland Scientists","keywords":"Marsh; Floodplain; Wetland; Environmental science; Biomass (ecology); Hydrology (agriculture); Nutrient; Flood myth; Sediment; Ecology; Geography; Geology; Biology; Geomorphology","score_opus":0.0066501339199009375,"score_gpt":0.20604125844347793,"score_spread":0.199391124523577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153211656","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":[0.9961841,0.000012450432,0.0006571797,0.00048360383,0.000041350173,0.00026990703,0.0000061045453,0.000018143737,0.0023271577],"genre_scores_gemma":[0.9994075,0.000011354987,0.0003452724,0.000073129864,0.000011580004,0.000010307999,0.000020402638,0.000005493434,0.0001150013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915415,0.000048186517,0.00018762224,0.00026372715,0.00015106161,0.00019525875],"domain_scores_gemma":[0.99970984,0.00006250384,0.0000381836,0.00011726141,0.00000323054,0.00006895272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002944091,0.000101833975,0.00013126011,0.00010340951,0.000036958223,0.000026110913,0.000060985,0.000067684545,0.000026467722],"category_scores_gemma":[0.00004357548,0.000098923796,0.000014993866,0.000357114,0.000019603967,0.0002329389,0.000054204258,0.00007523283,0.00006128873],"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":[0.00007716287,0.00009576822,0.9880992,0.000006199534,0.0000014054339,0.000022002161,0.0011907155,0.0010677635,0.0038017356,0.00023024547,0.000070853195,0.005336922],"study_design_scores_gemma":[0.000658909,0.000107468026,0.97768354,0.000026778653,0.0000023964674,0.000008012319,0.00009046322,0.018637458,0.000064775704,0.0023088732,0.00028404844,0.00012728975],"about_ca_topic_score_codex":0.0011803836,"about_ca_topic_score_gemma":0.031961814,"teacher_disagreement_score":0.03078143,"about_ca_system_score_codex":0.00027881048,"about_ca_system_score_gemma":0.0000033974784,"threshold_uncertainty_score":0.98570234},"labels":[],"label_agreement":null},{"id":"W2153336881","doi":"10.2166/wqrjc.2011.030","title":"Experimental assessment of Athabasca River cohesive sediment deposition dynamics","year":2011,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Consejo Nacional de Ciencia y Tecnología; National Water Research Institute","keywords":"Settling; Deposition (geology); Oil sands; Flocculation; Sediment; Environmental science; Flume; Hyperconcentrated flow; Hydrology (agriculture); Sediment transport; Tributary; Geology; Sedimentation; Flow (mathematics); Bed load; Geotechnical engineering; Environmental engineering; Geomorphology; Asphalt; Mechanics; Materials science","score_opus":0.08533308445442218,"score_gpt":0.3726139789094478,"score_spread":0.28728089445502564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153336881","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":[0.98313266,0.000013030746,0.004313366,0.00009672337,0.00015193025,0.00027374006,0.000023458304,0.000012704712,0.011982363],"genre_scores_gemma":[0.99577504,0.0000104030605,0.003715806,0.000015144291,0.000045280554,0.000016768061,0.000021912205,0.000016991678,0.0003826774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961775,0.00087663333,0.0005756974,0.0002728875,0.0014790044,0.00061829796],"domain_scores_gemma":[0.99914503,0.000056847315,0.00013647653,0.00029654132,0.0000826526,0.0002824635],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0039083376,0.00014656167,0.00023150502,0.000106557956,0.00034701856,0.000060214985,0.0004253877,0.00007884704,0.0035750717],"category_scores_gemma":[0.00001985146,0.00010506082,0.00015807933,0.00013804712,0.00036186134,0.00039241902,0.00068661117,0.0005028129,0.00021548981],"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":[0.0005119242,0.0025489086,0.731627,0.00012146628,0.0002514234,0.0002665864,0.022113977,0.0003819078,0.23578873,0.0016091154,0.001067271,0.0037116965],"study_design_scores_gemma":[0.0023678886,0.0020278788,0.6343836,0.00015788634,0.00003862892,0.00054562686,0.009050745,0.03208404,0.31397253,0.0043995692,0.00026675756,0.0007048636],"about_ca_topic_score_codex":0.003130939,"about_ca_topic_score_gemma":0.00047795774,"teacher_disagreement_score":0.09724339,"about_ca_system_score_codex":0.0013617151,"about_ca_system_score_gemma":0.00003565355,"threshold_uncertainty_score":0.9973358},"labels":[],"label_agreement":null},{"id":"W2153394544","doi":"10.1371/journal.pone.0027388","title":"Evaluating Tidal Marsh Sustainability in the Face of Sea-Level Rise: A Hybrid Modeling Approach Applied to San Francisco Bay","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":195,"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 Alberta","funders":"Federal Emergency Management Agency; San Francisco Foundation; U.S. Geological Survey; U.S. Department of Energy","keywords":"Marsh; Bay; Environmental science; Sediment; Wetland; Salt marsh; Oceanography; Intertidal zone; Tidal range; Hydrology (agriculture); Ecology; Estuary; Geology; Geomorphology; Biology","score_opus":0.09229580247724622,"score_gpt":0.25598659519456535,"score_spread":0.16369079271731912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153394544","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":[0.97320867,0.0000067121855,0.017860452,0.000045478188,0.000008621416,0.0012335379,0.00003505293,0.000020797574,0.0075806887],"genre_scores_gemma":[0.9831483,7.012203e-7,0.016570538,0.00003674016,0.000013410068,0.00014675758,0.000008655008,0.000017042674,0.000057864814],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980907,0.0001234435,0.0003656345,0.00038830418,0.0006698176,0.00036210887],"domain_scores_gemma":[0.9992482,0.00005679663,0.00008150857,0.0005114905,0.000023894052,0.00007808955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015931102,0.00015165549,0.00026174163,0.00004104755,0.00007840744,0.000015713591,0.00045989853,0.00004394997,0.00020469546],"category_scores_gemma":[0.00015654834,0.00012178234,0.000036753416,0.0002856216,0.00005109411,0.00009602008,0.0003746864,0.00018405971,0.000045653],"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":[0.00070264266,0.008442323,0.48498327,0.0013759267,0.00013950652,0.000017749797,0.054660343,0.40308774,0.023348624,0.00019519964,0.00009104708,0.022955611],"study_design_scores_gemma":[0.0003431946,0.00010343456,0.033848383,0.000031908752,0.00003370573,0.0000021846129,0.003253227,0.9602366,0.00086940464,0.0010802294,0.0000012979192,0.0001964002],"about_ca_topic_score_codex":0.0019508188,"about_ca_topic_score_gemma":0.0013929523,"teacher_disagreement_score":0.5571489,"about_ca_system_score_codex":0.00027167477,"about_ca_system_score_gemma":0.0000242199,"threshold_uncertainty_score":0.49661398},"labels":[],"label_agreement":null},{"id":"W2155812882","doi":"10.1016/j.ecoleng.2012.04.022","title":"Application of a biotic index to assess natural and constructed riparian wetlands in an estuary","year":2012,"lang":"en","type":"article","venue":"Ecological Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; McMaster University; China National Funds for Distinguished Young Scientists; Central University Basic Research Fund of China; National Natural Science Foundation of China; National Science Foundation","keywords":"Wetland; Riparian zone; Environmental science; Estuary; Water quality; Macrophyte; Hydrology (agriculture); Diversity index; Ecology; Habitat; Species richness; Geology; Biology","score_opus":0.007349520277535311,"score_gpt":0.21041204705211747,"score_spread":0.20306252677458217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155812882","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":[0.996567,0.0000062826502,0.0029831266,0.000017704762,0.000081865575,0.00017234139,0.0000020223415,0.000028729144,0.00014092553],"genre_scores_gemma":[0.99835986,7.8775815e-7,0.0015799764,0.0000139016165,0.000016786771,0.0000159863,0.0000050736776,0.0000050014974,0.0000026139755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99944234,0.000011877392,0.00014234195,0.00012811813,0.00007315626,0.00020214613],"domain_scores_gemma":[0.999729,0.00004243641,0.000024557132,0.00008793935,0.0000024407188,0.00011367847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014996411,0.00007597799,0.00012466773,0.000040910898,0.000014664875,0.000008089544,0.000080686514,0.00006185787,0.000060179318],"category_scores_gemma":[0.00003256211,0.000065453394,0.00001073944,0.00018854089,0.000019284933,0.000136753,0.00012872087,0.00009123849,0.00001096253],"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":[0.000004502043,0.000039679573,0.97737455,0.000009201654,0.0000015775487,9.715411e-7,0.00005655763,0.009958272,0.009925588,0.00011880554,0.0000015161932,0.0025088002],"study_design_scores_gemma":[0.0001178247,0.000032703403,0.8205915,0.0000035410553,0.0000016284794,0.0000069434964,0.00003458537,0.17902665,0.00007159689,0.000009277692,0.000031698062,0.00007204686],"about_ca_topic_score_codex":0.00008401381,"about_ca_topic_score_gemma":0.0007004589,"teacher_disagreement_score":0.16906838,"about_ca_system_score_codex":0.00007571961,"about_ca_system_score_gemma":0.000001822427,"threshold_uncertainty_score":0.2669112},"labels":[],"label_agreement":null},{"id":"W2156511766","doi":"10.2980/15-3-3084","title":"Effects of river connectivity on marsh vegetation community structure and species richness in montane floodplain wetlands in Jasper National Park, Alberta, Canada","year":2008,"lang":"en","type":"article","venue":"Ecoscience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Parks Canada; Society of Wetland Scientists","keywords":"Marsh; Species richness; Wetland; Ecology; Floodplain; Plant community; Environmental science; Ecological succession; Vegetation (pathology); Geography; Biology","score_opus":0.0051941091519728064,"score_gpt":0.17667215983452936,"score_spread":0.17147805068255656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156511766","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":[0.9976904,0.0000061844407,0.000012215429,0.00005146622,0.00010241298,0.00017939133,0.000017274566,0.0000031891564,0.0019374714],"genre_scores_gemma":[0.99974734,0.000007005583,0.000065997294,0.000058603306,0.0000054108264,0.000006023744,0.0000057172133,0.000004048269,0.0000998819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989193,0.00013204131,0.00016814639,0.0002031174,0.00038740152,0.00018998397],"domain_scores_gemma":[0.99921685,0.00053320266,0.00007065802,0.000117697804,0.000009303997,0.00005228732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027542384,0.000108034204,0.00016053194,0.00006323042,0.00013764329,0.000007718522,0.00018552288,0.000041783653,0.000037889724],"category_scores_gemma":[0.00022986304,0.00009942104,0.000011591233,0.0003633073,0.0001925568,0.00020687869,0.00012749355,0.00018492666,0.0000029217483],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001740028,0.00007358308,0.987517,0.000032242926,0.0000012192841,0.000017976272,0.00088702084,0.0077643646,0.003454011,0.000058741276,0.000034489556,0.00014195578],"study_design_scores_gemma":[0.0003826281,0.000043143566,0.982918,0.000032572465,0.0000011534473,0.000017342141,0.000044788783,0.014918956,0.0012430236,0.0002596128,0.000029868335,0.00010890665],"about_ca_topic_score_codex":0.5282502,"about_ca_topic_score_gemma":0.98913926,"teacher_disagreement_score":0.46088907,"about_ca_system_score_codex":0.0004699371,"about_ca_system_score_gemma":0.000060553622,"threshold_uncertainty_score":0.47489122},"labels":[],"label_agreement":null},{"id":"W2156730453","doi":"10.1139/f01-094","title":"The ecological effects of urbanization of coastal watersheds: historical increases in nitrogen loads and eutrophication of Waquoit Bay estuaries","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":193,"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. Department of Agriculture","keywords":"Eutrophication; Bay; Environmental science; Estuary; Zostera marina; Watershed; Phytoplankton; Seagrass; Biogeochemistry; Ecology; Hydrology (agriculture); Ecosystem; Oceanography; Nutrient; Biology; Geology","score_opus":0.006082978595085539,"score_gpt":0.17242607643128444,"score_spread":0.16634309783619888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156730453","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":[0.9988635,0.00034643934,0.00006432479,0.00045770901,0.0000549131,0.00007063217,0.0000014939853,6.228723e-7,0.00014032703],"genre_scores_gemma":[0.9995879,0.00016654641,0.00020172795,0.000009978568,0.000009278398,9.2985016e-7,4.3020904e-7,0.0000018987686,0.000021303471],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922204,0.000055430886,0.00033659817,0.00007984201,0.00017274088,0.00013331865],"domain_scores_gemma":[0.9993203,0.0002496439,0.00024608363,0.000052233314,0.00001661608,0.00011511146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045341195,0.000059408834,0.00017816294,0.000066492874,0.00012945734,0.000027235568,0.0001496583,0.00003145641,0.000024690511],"category_scores_gemma":[0.00036097987,0.000037398542,0.000021692807,0.00028471692,0.00075902126,0.00018162373,0.000030597093,0.00004310804,1.7083192e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013898771,0.000015716447,0.99631387,0.000016105587,0.0000039639635,0.0000064413452,0.00040576034,0.00005052623,0.00031953678,0.0001214793,0.00005459183,0.0026780947],"study_design_scores_gemma":[0.00027232477,0.00074181554,0.99074244,0.00007840077,0.000020368403,0.00006926582,0.00096672674,0.0031420344,0.00025493477,0.0031424088,0.0004936485,0.00007562394],"about_ca_topic_score_codex":0.019068833,"about_ca_topic_score_gemma":0.12628749,"teacher_disagreement_score":0.10721866,"about_ca_system_score_codex":0.000082490675,"about_ca_system_score_gemma":0.00009680382,"threshold_uncertainty_score":0.9874633},"labels":[],"label_agreement":null},{"id":"W2158080941","doi":"10.1007/s10750-004-4868-1","title":"Ecosystem response to changes in water level of Lake Ontario marshes: lessons from the restoration of Cootes Paradise Marsh","year":2005,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Marsh; Environmental science; Ecology; Wetland; Water level; Biomanipulation; Vegetation (pathology); Typha; Aquatic plant; Planktivore; Hydrology (agriculture); Sediment; Eutrophication; Macrophyte; Geography; Biology; Phytoplankton; Geology; Nutrient","score_opus":0.038836155555237,"score_gpt":0.2389967511879173,"score_spread":0.2001605956326803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158080941","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":[0.99723595,0.0000073646866,0.00007118817,0.001656615,0.000074263655,0.00034112926,0.0003950474,0.00001162027,0.0002068051],"genre_scores_gemma":[0.9987918,0.0000035301812,0.0003752637,0.000073034134,0.000017921206,0.00002646564,0.000075334996,0.000008274368,0.00062835973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885833,0.00022919505,0.00032178985,0.0002467329,0.00011677649,0.00022714958],"domain_scores_gemma":[0.99927706,0.00021589929,0.000103169,0.00035568242,0.0000074014506,0.00004080204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007818233,0.00012735763,0.00023002649,0.00004067606,0.000039969007,0.000009496842,0.000297902,0.000092868286,0.0007255353],"category_scores_gemma":[0.00005476642,0.00007757698,0.000039459544,0.0001135306,0.00005409221,0.00007231977,0.00024019917,0.00008991476,0.00019420244],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009032684,0.00012381488,0.72381276,0.00001567351,0.00001930983,0.0000049053447,0.005952887,0.01803325,0.24851236,0.000015302954,0.000980046,0.0016264274],"study_design_scores_gemma":[0.0003961454,0.00018226009,0.9661871,0.000096876676,0.000011667147,0.0000039258257,0.00020843977,0.0017946127,0.016332503,0.00006045064,0.014541354,0.00018466788],"about_ca_topic_score_codex":0.017227776,"about_ca_topic_score_gemma":0.9814146,"teacher_disagreement_score":0.96418685,"about_ca_system_score_codex":0.00028149108,"about_ca_system_score_gemma":0.000017403334,"threshold_uncertainty_score":0.9893166},"labels":[],"label_agreement":null},{"id":"W2158433083","doi":"10.1007/s11273-008-9113-7","title":"A unified framework for the restoration of Southeast Asian mangroves—bridging ecology, society and economics","year":2008,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":113,"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":"Mangrove; Livelihood; Restoration ecology; Ecology; Environmental resource management; Bridging (networking); Geography; Environmental planning; Environmental science; Computer science; Biology","score_opus":0.010044941072186281,"score_gpt":0.20634461940986387,"score_spread":0.19629967833767759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158433083","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":[0.97918236,0.000024029894,0.01450198,0.0022097966,0.0002161115,0.00072742085,0.000018781358,0.000020448742,0.0030990809],"genre_scores_gemma":[0.9946445,0.0006426878,0.0038190843,0.0002105155,0.000032717267,0.000077191646,0.0000119846345,0.000008862879,0.0005524429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993238,0.000024901381,0.00018477786,0.00023103684,0.000039389408,0.00019608466],"domain_scores_gemma":[0.99955404,0.00012426495,0.0001091734,0.00016797146,0.0000041741587,0.000040395083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028929376,0.00010241196,0.000153275,0.000022370446,0.0003412158,0.000011367926,0.00010653614,0.00009547243,0.00003409688],"category_scores_gemma":[0.000010616276,0.0000819061,0.00004431109,0.00005084688,0.00022329282,0.00006498651,0.000256515,0.00007151823,0.000006250751],"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":[0.00019440392,0.00012377049,0.9088503,0.0002164338,0.00028859085,0.000008368215,0.0024754556,0.0024034337,0.0000302359,0.06767363,0.0038253514,0.013909984],"study_design_scores_gemma":[0.0007174241,0.00014993639,0.9543582,0.000009215871,0.000071663446,0.000024835757,0.00142185,0.031106047,0.0000058887945,0.0059595536,0.006037315,0.00013807887],"about_ca_topic_score_codex":0.000035593708,"about_ca_topic_score_gemma":0.0028190953,"teacher_disagreement_score":0.061714076,"about_ca_system_score_codex":0.0000492151,"about_ca_system_score_gemma":0.0000051541892,"threshold_uncertainty_score":0.3340034},"labels":[],"label_agreement":null},{"id":"W2158823038","doi":"10.1111/j.1654-109x.2002.tb00531.x","title":"Foraging geese, vegetation loss and soil degradation in an Arctic salt marsh","year":2002,"lang":"en","type":"article","venue":"Applied Vegetation Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Vegetation (pathology); Graminoid; Salt marsh; Standing crop; Transect; Ecology; Bay; Brackish marsh; Carex; Arctic; Grazing; Arctic vegetation; Environmental science; Spartina; Marsh; Biology; Tundra; Grassland; Forb; Wetland; Oceanography; Geology; Biomass (ecology)","score_opus":0.012844894643925794,"score_gpt":0.226543693997813,"score_spread":0.2136987993538872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158823038","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":[0.98895234,0.000023040328,0.00435163,0.00010433772,0.00007772651,0.00027184075,5.0065665e-7,0.000039454786,0.00617915],"genre_scores_gemma":[0.99786645,0.000013025919,0.0018789927,0.00011994762,0.000013644754,0.00003724216,0.000006247912,0.000010452332,0.000053983986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835706,0.000027624086,0.00026763763,0.0005063755,0.00051725976,0.00032406408],"domain_scores_gemma":[0.99946016,0.00005173096,0.00011619037,0.00022528014,0.000019367973,0.00012728086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006999523,0.0001248435,0.000112070826,0.00016070437,0.00023976555,0.00015690588,0.00023270342,0.000040113417,0.000056069388],"category_scores_gemma":[0.00004309101,0.00012733242,0.00001251224,0.00096324144,0.0002946347,0.001308604,0.00011671069,0.00009768439,0.00021117904],"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":[0.000023449053,0.00021183335,0.6437054,0.00014392703,0.0000035351827,0.000011561405,0.0073015904,0.069339074,0.099685475,0.007251356,0.000014071437,0.17230871],"study_design_scores_gemma":[0.00037957093,0.000030745723,0.51293796,0.00002402168,0.000004835824,0.0000124553835,0.0001628755,0.48196518,0.000782327,0.0034718385,0.000026760741,0.00020143199],"about_ca_topic_score_codex":0.00016327405,"about_ca_topic_score_gemma":0.0040373886,"teacher_disagreement_score":0.41262612,"about_ca_system_score_codex":0.00026006033,"about_ca_system_score_gemma":0.000011033255,"threshold_uncertainty_score":0.5192465},"labels":[],"label_agreement":null},{"id":"W2159891553","doi":"10.1046/j.1365-3040.2002.00849.x","title":"Free amino acid, ammonium and nitrate concentrations in soil solutions of a grazed coastal marsh in relation to plant growth","year":2002,"lang":"en","type":"article","venue":"Plant Cell & Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Churchill Northern Studies Centre; Parks Canada","keywords":"Ammonium; Nitrate; Nitrogen; Amino acid; Chemistry; Salt marsh; Environmental chemistry; Proline; Glycine; Agronomy; Botany; Biology; Ecology; Biochemistry; Organic chemistry","score_opus":0.009494582486747588,"score_gpt":0.15797042553199034,"score_spread":0.14847584304524275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159891553","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":[0.99498355,0.000056796034,0.0007615695,0.00020780067,0.00005186763,0.00048129758,0.00082267745,0.000013120557,0.0026212982],"genre_scores_gemma":[0.99868935,0.0002795038,0.0005592203,0.00003474347,0.000008336085,0.00004852215,0.00013103723,0.000013307384,0.00023596242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984167,0.000076786935,0.00044474407,0.00036914062,0.00029291463,0.00039966538],"domain_scores_gemma":[0.9994309,0.0000636064,0.000110261404,0.00025422144,0.0000013713641,0.0001396409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022496065,0.00018189538,0.00022045492,0.00009162094,0.00007540137,0.000016866054,0.00016298406,0.00008400175,0.00039313803],"category_scores_gemma":[0.00001336685,0.00018893059,0.000032885397,0.00015067765,0.00009058054,0.00015522342,0.00030323456,0.00015347709,0.00013659548],"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":[0.00017624054,0.0010821368,0.7892901,0.000073740746,0.00001576432,0.00010203165,0.0035309764,0.036175147,0.16728547,0.00035100323,0.0013143045,0.00060310913],"study_design_scores_gemma":[0.0029421917,0.00029636943,0.80245894,0.00011208985,0.00003928933,0.000051957217,0.00057685346,0.18001369,0.011504344,0.00047897064,0.0008456416,0.00067964935],"about_ca_topic_score_codex":0.0017869328,"about_ca_topic_score_gemma":0.020330548,"teacher_disagreement_score":0.15578112,"about_ca_system_score_codex":0.00025280268,"about_ca_system_score_gemma":0.000004345881,"threshold_uncertainty_score":0.99754584},"labels":[],"label_agreement":null},{"id":"W2160774467","doi":"10.1139/f99-232","title":"Ranking the effects of site exposure, plant growth form, water depth, and transparency on aquatic plant biomass","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Macrophyte; Environmental science; Biomass (ecology); Aquatic plant; Hydrology (agriculture); Dominance (genetics); Wetland; Ecology; Secchi disk; Eutrophication; Biology","score_opus":0.006998592954350229,"score_gpt":0.16699859976164894,"score_spread":0.1600000068072987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160774467","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":[0.99774885,0.00018008445,0.00003619612,0.0005950981,0.00013665187,0.000115751995,0.000011115377,0.0000017895165,0.0011744621],"genre_scores_gemma":[0.9996209,0.00010552044,0.00009431601,0.00010185725,0.000018543167,0.0000017089172,0.0000012721069,0.000004401734,0.000051483155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989502,0.000053659627,0.00030575486,0.00013471856,0.0002675916,0.0002880875],"domain_scores_gemma":[0.9993692,0.00023152647,0.000098935176,0.00007653434,0.0000031858388,0.0002206334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005071179,0.00011451727,0.00019271746,0.000068561756,0.00035228,0.000111385525,0.00022320793,0.000031820175,0.00017139238],"category_scores_gemma":[0.000051899464,0.000059623937,0.000037883845,0.00014347318,0.0005251851,0.0002562641,0.000011535075,0.0000753225,0.0000050108106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051385396,0.000021051841,0.94933885,0.00013751048,0.000032477226,0.00012528744,0.013107739,0.00005726834,0.0012835303,0.00006163837,0.0004076368,0.035375614],"study_design_scores_gemma":[0.0028362332,0.0063205287,0.9309424,0.0017331167,0.00025670428,0.0017247153,0.0036476206,0.026848994,0.0064539,0.013127224,0.005040784,0.0010677587],"about_ca_topic_score_codex":0.013658284,"about_ca_topic_score_gemma":0.14814435,"teacher_disagreement_score":0.13448606,"about_ca_system_score_codex":0.000034756282,"about_ca_system_score_gemma":0.000048732523,"threshold_uncertainty_score":0.99290985},"labels":[],"label_agreement":null},{"id":"W2160839706","doi":"10.3732/ajb.90.2.278","title":"A mixed strategy in the annual endemic<i>Aster laurentianus</i>(Asteraceae)—a stress‐tolerant, yet opportunistic species","year":2003,"lang":"en","type":"article","venue":"American Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Salt marsh; Biology; Interspecific competition; Habitat; Salinity; Herbaceous plant; Ecology; Marsh; Nutrient; Competition (biology); Wetland; Advanced Spaceborne Thermal Emission and Reflection Radiometer","score_opus":0.013637681652508674,"score_gpt":0.2149221104616931,"score_spread":0.20128442880918443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160839706","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":[0.98616636,0.00006573007,0.0007071922,0.00027482395,0.00024230886,0.00012227813,0.000090503716,0.0000062932418,0.012324484],"genre_scores_gemma":[0.9987916,0.000042073156,0.00031435065,0.00024209445,0.000050347222,0.0000025344189,0.000002480164,0.000017364206,0.00053716183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978355,0.00039126587,0.0006328481,0.00019923352,0.0005399673,0.0004011635],"domain_scores_gemma":[0.9988145,0.00017630095,0.0005554827,0.0002719174,0.000025760208,0.000156029],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00075488206,0.00020349787,0.00037546974,0.000071740185,0.00007455687,0.0000854381,0.0004771143,0.000033613534,0.000964323],"category_scores_gemma":[0.0000646675,0.00014115842,0.00012119837,0.00041511885,0.00028130453,0.00032443146,0.00006573284,0.00036024253,0.000057974332],"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":[0.00042961215,0.0011764031,0.88552254,0.000040601182,0.00019760033,0.0024312874,0.009399028,0.009843941,0.0058753756,0.0014599218,0.02252802,0.06109566],"study_design_scores_gemma":[0.003415667,0.003511667,0.70445716,0.00047907862,0.0002346033,0.0063470355,0.15076005,0.004714405,0.0001754804,0.0012865034,0.1231019,0.0015164337],"about_ca_topic_score_codex":0.00014726099,"about_ca_topic_score_gemma":0.0021111923,"teacher_disagreement_score":0.18106538,"about_ca_system_score_codex":0.00012225208,"about_ca_system_score_gemma":0.00004814688,"threshold_uncertainty_score":0.9999489},"labels":[],"label_agreement":null},{"id":"W2162296853","doi":"10.1007/s10021-001-0106-0","title":"Managing Critical Transition Zones","year":2001,"lang":"en","type":"article","venue":"Ecosystems","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":96,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Recreation; Environmental resource management; Function (biology); Business; Set (abstract data type); Ecosystem; Riparian zone; Quality (philosophy); Environmental planning; Ecology; Habitat; Computer science; Environmental science; Biology","score_opus":0.007340943736321926,"score_gpt":0.21574276655119137,"score_spread":0.20840182281486944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162296853","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":[0.8511854,0.000048313483,0.042936016,0.0020241216,0.00088491256,0.0002599763,0.000014660212,0.00019862493,0.10244799],"genre_scores_gemma":[0.9987564,0.000016225109,0.00020957204,0.00008450039,0.00013048838,0.000019150371,0.000010640791,0.000017303206,0.0007557141],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989358,0.000052745927,0.00022255984,0.0002591606,0.00022530452,0.00030443186],"domain_scores_gemma":[0.9995897,0.00004980305,0.000029830839,0.00021501516,0.0000049841883,0.00011067106],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000242162,0.00011566203,0.0001417911,0.000031637897,0.00013370515,0.000052053696,0.00013849275,0.00005303152,0.0025275939],"category_scores_gemma":[0.00001707572,0.00011061875,0.000057536537,0.00017329534,0.000030381161,0.00025015377,0.000060601047,0.00007364606,0.0033552435],"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":[0.000624064,0.0019755324,0.61068124,0.0019543131,0.00024670508,0.003377824,0.012214025,0.0665281,0.025272837,0.021468045,0.07958132,0.176076],"study_design_scores_gemma":[0.00081929396,0.00016874912,0.013518186,0.00020382424,0.0000427629,0.0010938449,0.0010223947,0.8534719,0.000119681936,0.0059302226,0.12275435,0.00085481536],"about_ca_topic_score_codex":0.00080414745,"about_ca_topic_score_gemma":0.0049275258,"teacher_disagreement_score":0.7869438,"about_ca_system_score_codex":0.00013629484,"about_ca_system_score_gemma":0.0000024624214,"threshold_uncertainty_score":0.99838424},"labels":[],"label_agreement":null},{"id":"W2162877726","doi":"10.1017/s1367943003003081","title":"Microhabitat‐specific early‐larval survival of the maritime ringlet (<i>Coenonympha tullia nipisiquit</i>)","year":2003,"lang":"en","type":"article","venue":"Animal Conservation","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"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":"Salt marsh; Endangered species; Biology; Larva; Habitat; Ecology","score_opus":0.010927880409199717,"score_gpt":0.19278049020725227,"score_spread":0.18185260979805257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162877726","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":[0.98814255,0.000030034525,0.0002120382,0.00030739076,0.00024189013,0.00026302415,0.00002489348,0.000028428867,0.010749743],"genre_scores_gemma":[0.9982829,0.000009853884,0.00050266617,0.00015895677,0.000022496688,0.0000086117625,0.000007197853,0.000019794024,0.0009875357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986085,0.0001619733,0.00033768898,0.0002749739,0.00034698573,0.00026984076],"domain_scores_gemma":[0.9993305,0.000092611415,0.00016068449,0.0003330376,0.000025767855,0.000057399382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044403586,0.00015029508,0.00017222927,0.000022060914,0.00015206667,0.000038068232,0.00026477655,0.000077237404,0.0006086473],"category_scores_gemma":[0.00007045369,0.00012722277,0.00009352376,0.0003297435,0.00014415912,0.00021680446,0.00016650975,0.00011022356,0.00027549642],"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":[0.000054710516,0.000063640306,0.9178667,0.000015323974,0.000009988811,0.000002629707,0.00013147737,0.00004279525,0.0765983,0.0030628792,0.0018959373,0.00025561044],"study_design_scores_gemma":[0.0003956012,0.000109533794,0.9722368,0.000023026534,0.00001339055,0.000014553687,0.000066843546,0.0005936307,0.003514154,0.0007485656,0.022097038,0.00018686357],"about_ca_topic_score_codex":0.0011598482,"about_ca_topic_score_gemma":0.0027924967,"teacher_disagreement_score":0.073084146,"about_ca_system_score_codex":0.00012631799,"about_ca_system_score_gemma":0.000021055266,"threshold_uncertainty_score":0.6664261},"labels":[],"label_agreement":null},{"id":"W2163271585","doi":"10.2112/jcoastres-d-12-00162.1","title":"Assessing Coastal Squeeze of Tidal Wetlands","year":2013,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":181,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Wetland; Marsh; Impervious surface; Environmental science; Coastal flood; Barrier island; Geology; Hydrology (agriculture); Salt marsh; Oceanography; Coastal management; Physical geography; Geography; Sea level rise; Shore; Ecology; Climate change","score_opus":0.04270129854789112,"score_gpt":0.3444708693333266,"score_spread":0.3017695707854355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163271585","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":[0.968933,0.000016935925,0.0010765241,0.00035679433,0.00021101705,0.00018943072,0.000012057107,0.0000071326244,0.029197097],"genre_scores_gemma":[0.9973565,0.000025770352,0.0009965112,0.000012219057,0.00015000686,0.0000040818954,0.000003250707,0.000023494567,0.0014281835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961992,0.00028678053,0.0007569237,0.00018718891,0.0019871534,0.0005827793],"domain_scores_gemma":[0.99833196,0.0004010877,0.00036484163,0.0002621727,0.00030186356,0.00033806916],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025600104,0.00014814606,0.00035716404,0.00024401785,0.00014953736,0.00022148892,0.00058220694,0.000101069905,0.0031431674],"category_scores_gemma":[0.0004119001,0.00011533509,0.00016287812,0.00057130767,0.00033754756,0.0012739953,0.00081288925,0.000707592,0.000400048],"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":[0.00034232557,0.00079034496,0.6648273,0.00020518756,0.00011042943,0.00029472986,0.0008547772,0.0017460813,0.20370248,0.00023949126,0.023659496,0.103227355],"study_design_scores_gemma":[0.0029663614,0.0024146729,0.9438452,0.0005650998,0.000030022446,0.0011815822,0.004887429,0.019989425,0.009122477,0.0045674993,0.00983233,0.0005979143],"about_ca_topic_score_codex":0.0019190193,"about_ca_topic_score_gemma":0.002821437,"teacher_disagreement_score":0.27901787,"about_ca_system_score_codex":0.00014529414,"about_ca_system_score_gemma":0.00013508393,"threshold_uncertainty_score":0.9977681},"labels":[],"label_agreement":null},{"id":"W2163527382","doi":"10.1111/j.1365-3091.2004.00686.x","title":"Dewatering effects on the erodibility of newly deposited cohesive beds by unidirectional currents","year":2005,"lang":"en","type":"article","venue":"Sedimentology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Fondo Tecnológico Argentino; Agencia Nacional de Promoción Científica y Tecnológica; International Association of Sedimentologists; Acadia University","keywords":"Dewatering; Geology; Geotechnical engineering; Erosion; Sediment; Suspension (topology); Shear stress; Shear (geology); Geomorphology; Materials science; Composite material; Petrology","score_opus":0.0045157583888114135,"score_gpt":0.20416832446734207,"score_spread":0.19965256607853066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163527382","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":[0.99628735,0.000027398251,0.00023724072,0.0006408251,0.00024726847,0.00023748464,0.000015845531,0.000024388315,0.0022822118],"genre_scores_gemma":[0.99944866,0.0000037274622,0.0001247533,0.00017756941,0.000028609176,0.000019020037,0.000018282843,0.0000071624677,0.00017219032],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990276,0.00013805192,0.00018629424,0.00023551179,0.00018671606,0.00022583398],"domain_scores_gemma":[0.999448,0.0001976043,0.000083155,0.00021060108,0.0000062966865,0.000054315205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019236207,0.00011221167,0.00014250002,0.000020918851,0.00008865163,0.0000068654954,0.00017488134,0.000060312963,0.0004071156],"category_scores_gemma":[0.000032588752,0.00008083515,0.00004129654,0.000114792136,0.00009091264,0.000056812296,0.00014685332,0.00009799232,0.00020191979],"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":[0.00022319738,0.00056572567,0.77591026,0.00006745685,0.00011133708,0.000006677547,0.0007077821,0.0033215564,0.17160112,0.00029384127,0.011433617,0.03575743],"study_design_scores_gemma":[0.0026912568,0.0011755611,0.3223826,0.00010985337,0.00011168078,0.00008228071,0.00013372996,0.036788587,0.6029712,0.0007337762,0.03207036,0.0007491121],"about_ca_topic_score_codex":0.00048521193,"about_ca_topic_score_gemma":0.0008621138,"teacher_disagreement_score":0.45352766,"about_ca_system_score_codex":0.00018164646,"about_ca_system_score_gemma":0.000004797022,"threshold_uncertainty_score":0.44576305},"labels":[],"label_agreement":null},{"id":"W2164207905","doi":"10.1139/b04-090","title":"Fungal colonization of immersed wood in mangroves of the southwest coast of India","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":24,"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":"University Grants Commission","keywords":"Mangrove; Rhizophora mucronata; Biology; Botany; Avicennia marina; Fomes; Rhizophora; Species richness; Cryptomeria; Ecology; Horticulture; Japonica","score_opus":0.0039471116365721965,"score_gpt":0.16872601155793868,"score_spread":0.1647788999213665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164207905","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":[0.9989931,0.000046618396,0.00006637335,0.00011024558,0.00015260642,0.00008640218,0.00006062853,4.602746e-7,0.00048354748],"genre_scores_gemma":[0.99983954,0.0000039244874,0.000098250406,0.00001819303,0.000010984492,3.3901557e-7,5.503132e-7,0.000006871416,0.000021365946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991522,0.00003357494,0.00042485574,0.000059411883,0.00018106945,0.00014887498],"domain_scores_gemma":[0.9992583,0.000019067995,0.0004431032,0.00012074785,0.000025912066,0.0001328776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022678528,0.00006460844,0.0001849172,0.00008756272,0.000028363074,0.0000051042693,0.0002347726,0.00004840454,0.000111749774],"category_scores_gemma":[0.00005741266,0.000052016658,0.000066661,0.00032951034,0.00013424733,0.000092778515,0.00002772097,0.000099528355,0.0000020498526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017312874,0.000028406128,0.9800834,0.000018497207,0.00001300786,0.000021159021,0.0019304657,0.007367182,0.010109009,0.0000857583,0.00003689445,0.0002888979],"study_design_scores_gemma":[0.00061814755,0.000106154905,0.9952243,0.00014822939,0.0000149479965,0.000048400765,0.0013793003,0.00009538088,0.0020724821,0.0001784601,0.00005602929,0.000058194837],"about_ca_topic_score_codex":0.025087263,"about_ca_topic_score_gemma":0.62119156,"teacher_disagreement_score":0.59610426,"about_ca_system_score_codex":0.0002771351,"about_ca_system_score_gemma":0.00027794729,"threshold_uncertainty_score":0.9814048},"labels":[],"label_agreement":null},{"id":"W2164913326","doi":"10.1111/j.2006.0030-1299.14739.x","title":"Nutrient enrichment weakens the stabilizing effect of species richness","year":2006,"lang":"en","type":"article","venue":"Oikos","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":77,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Species richness; Microcosm; Biodiversity; Ecology; Biology; Body size and species richness; Ecosystem; Benthic zone; Population; Invertebrate; Species diversity","score_opus":0.003601737570930811,"score_gpt":0.1859329931250554,"score_spread":0.18233125555412458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164913326","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":[0.95754504,0.000036138255,0.00041646053,0.000107743734,0.00015097357,0.00030230606,0.000011485726,0.000022990773,0.041406874],"genre_scores_gemma":[0.9981274,0.00000586944,0.00004378032,0.000010191556,0.000042464435,0.000024376392,0.000005281615,0.00000883703,0.0017317773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904066,0.00006869097,0.00019568682,0.00017247087,0.00031127516,0.00021120648],"domain_scores_gemma":[0.9994444,0.00014831554,0.000083596235,0.00029057034,0.0000042633906,0.000028846469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003479914,0.00011084248,0.00014563614,0.00001560056,0.00009799017,0.000019461635,0.00020127228,0.000028616167,0.0006742742],"category_scores_gemma":[0.000017283102,0.00006656897,0.00006644992,0.00018744763,0.0000905692,0.000054944678,0.00021290604,0.000061149265,0.00017272455],"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":[0.000041039566,0.00012593313,0.9616687,0.00007230442,0.000011736412,0.0000062623035,0.00026721953,0.0041189967,0.027567467,0.0011114236,0.003064906,0.0019439847],"study_design_scores_gemma":[0.0013388151,0.00053398893,0.856588,0.000074949756,0.00008106839,0.000023949042,0.000448791,0.008021776,0.05129086,0.0010996046,0.0799832,0.000514983],"about_ca_topic_score_codex":0.0005127025,"about_ca_topic_score_gemma":0.0007189271,"teacher_disagreement_score":0.10508071,"about_ca_system_score_codex":0.00015408963,"about_ca_system_score_gemma":0.0000032625194,"threshold_uncertainty_score":0.73828304},"labels":[],"label_agreement":null},{"id":"W2167164537","doi":"10.1139/cjm-2015-0079","title":"Diversity of endophytic and rhizoplane bacterial communities associated with exotic <i>Spartina alterniflora</i> and native mangrove using Illumina amplicon sequencing","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":66,"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":"Natural Science Foundation of Ningbo; Royal Society of South Australia; State Scholarships Foundation; National Natural Science Foundation of China","keywords":"Spartina alterniflora; Biology; Proteobacteria; Firmicutes; Botany; Rhizosphere; Bacteroidetes; Planctomycetes; Ecology; Bacteria; Wetland; 16S ribosomal RNA; Marsh","score_opus":0.03528618841155436,"score_gpt":0.18695344217478868,"score_spread":0.1516672537632343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167164537","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":[0.9994637,0.000067400026,0.00003380825,0.000023251527,0.0001241964,0.00006576338,0.00009736624,0.0000015530278,0.00012297524],"genre_scores_gemma":[0.9998106,0.0000048269526,0.000100587946,0.000031373023,0.00001577684,1.2593019e-7,0.000011942344,0.0000058945056,0.000018883411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937564,0.0001231595,0.00018574575,0.00007489188,0.000038724997,0.00020186465],"domain_scores_gemma":[0.99931335,0.00007371712,0.00027280577,0.000065814405,0.000039585753,0.00023470321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002842764,0.00009467437,0.00024591366,0.000065365115,0.00015926555,0.000012516683,0.00011661574,0.000056883135,0.000044490385],"category_scores_gemma":[0.000041378324,0.000081982136,0.000016512307,0.000056105626,0.00041699593,0.00011354618,0.0001607271,0.00011864088,0.0000011413856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016913815,0.000016935066,0.9097131,0.00003522525,0.0001398662,0.00034316097,0.015414968,0.00077127956,0.07300118,0.0000128024285,0.00018197474,0.00020038804],"study_design_scores_gemma":[0.029698685,0.013740783,0.72089493,0.0037379935,0.0018494643,0.07920461,0.10770436,0.01071285,0.022332277,0.0020065436,0.0038608348,0.0042566783],"about_ca_topic_score_codex":0.030197954,"about_ca_topic_score_gemma":0.37122643,"teacher_disagreement_score":0.34102848,"about_ca_system_score_codex":0.00043874374,"about_ca_system_score_gemma":0.00013573657,"threshold_uncertainty_score":0.97626007},"labels":[],"label_agreement":null},{"id":"W2170461747","doi":"10.1016/j.csr.2005.07.001","title":"In situ particle size distributions and volume concentrations from a LISST-100 laser particle sizer and a digital floc camera","year":2005,"lang":"en","type":"article","venue":"Continental Shelf Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":133,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Dalhousie University","funders":"","keywords":"In situ; Particle (ecology); Volume (thermodynamics); Particle size; Laser; Particle-size distribution; Geology; Materials science; Optics; Physics; Meteorology; Oceanography; Paleontology","score_opus":0.013571693658439521,"score_gpt":0.26940426002123624,"score_spread":0.2558325663627967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170461747","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":[0.99430346,0.000119685574,0.000061537685,0.0037207922,0.00002803416,0.0003566167,0.0002445954,0.00002764724,0.0011376463],"genre_scores_gemma":[0.99755484,0.000040443476,0.00008793761,0.000054668348,0.000060251863,0.0000527991,0.000037569956,0.000012717068,0.002098791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830693,0.00009153351,0.0002650709,0.0004054848,0.00035727714,0.00057367905],"domain_scores_gemma":[0.9991378,0.00030663656,0.000027779577,0.00021123243,0.000019212972,0.00029729676],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003146966,0.00012792702,0.00016147686,0.000017381675,0.00023541065,0.00029444165,0.00013571854,0.00006020645,0.0013039374],"category_scores_gemma":[0.0002636089,0.00012275558,0.00003066818,0.0003300764,0.00040564488,0.0007784373,0.0005005516,0.00022696854,0.00053396943],"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":[0.00006131419,0.00024126469,0.9571274,0.0000051050893,0.000009751685,0.000029907385,0.0006931975,0.00003940077,0.03488465,0.00009745151,0.0017433176,0.005067265],"study_design_scores_gemma":[0.0015942887,0.00009973928,0.9258937,0.000026608841,0.00000913498,0.000018885783,0.00069906225,0.04959646,0.005265699,0.00029761114,0.016240718,0.00025809673],"about_ca_topic_score_codex":0.0025507237,"about_ca_topic_score_gemma":0.016165443,"teacher_disagreement_score":0.049557056,"about_ca_system_score_codex":0.00020672788,"about_ca_system_score_gemma":0.000016005086,"threshold_uncertainty_score":0.999609},"labels":[],"label_agreement":null},{"id":"W2173129678","doi":"10.1672/0277-5212(2006)26[1:airtfp]2.0.co;2","title":"Aquatic invertebrate responses to fish presence and vegetation complexity in Western Boreal wetlands, with implications for Waterbird productivity","year":2006,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":87,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Invertebrate; Macrophyte; Wetland; Ecology; Waterfowl; Biology; Dominance (genetics); Trophic level; Periphyton; Biomass (ecology); Omnivore; Aquatic plant; Trophic cascade; Herbivore; Predation; Food web; Habitat","score_opus":0.020549141486228013,"score_gpt":0.2449339187660923,"score_spread":0.22438477727986428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2173129678","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":[0.9920313,0.0000028092168,0.0037643386,0.002441209,0.00003231849,0.000849098,0.000060875398,0.00004568499,0.0007723673],"genre_scores_gemma":[0.9978328,0.0000019602464,0.0011387506,0.00008678671,0.00003905392,0.00022152429,0.000107099564,0.000017762239,0.0005543003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988304,0.00006362368,0.00022784022,0.00043419702,0.00014326778,0.00030070916],"domain_scores_gemma":[0.9994411,0.000106503365,0.00007134343,0.00028174912,0.000011770823,0.000087575114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030292058,0.00015382713,0.00018929323,0.00006850536,0.00012524254,0.00006909819,0.00014256913,0.00004380434,0.0000058387564],"category_scores_gemma":[0.000043250653,0.00012454104,0.00001860028,0.000260335,0.000095199066,0.000257245,0.00011753865,0.000059628263,0.000013791074],"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":[0.00017669114,0.000069261,0.99629104,0.000039542098,0.0000033317226,0.0000013376089,0.00023882384,0.0005628116,0.0010437844,0.0000787838,0.00038830828,0.0011062949],"study_design_scores_gemma":[0.0006024295,0.00017672146,0.98241514,0.000035799403,0.000009809255,0.00001710979,0.000016452008,0.013646997,0.0001894043,0.0020798359,0.0006232462,0.00018706283],"about_ca_topic_score_codex":0.003985675,"about_ca_topic_score_gemma":0.47979882,"teacher_disagreement_score":0.47581315,"about_ca_system_score_codex":0.0000967282,"about_ca_system_score_gemma":0.000015086455,"threshold_uncertainty_score":0.6025175},"labels":[],"label_agreement":null},{"id":"W2173407148","doi":"10.1672/0277-5212(2003)023[0921:cposuw]2.0.co;2","title":"Cultural perceptions of small urban wetlands: Cases from the Halifax Regional Municipality, Nova Scotia, Canada","year":2003,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"NSCAD University; Ministry of Natural Resources","keywords":"Wetland; Geography; Context (archaeology); Nova scotia; Landscape ecology; Wildlife; Habitat; Environmental planning; Natural (archaeology); Environmental resource management; Ecology; Environmental science; Archaeology","score_opus":0.02323888539677194,"score_gpt":0.2275845435234851,"score_spread":0.20434565812671315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2173407148","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":[0.9857715,0.000044151682,0.00006084792,0.00045880288,0.00028931492,0.00016913527,0.00038474292,0.000020694628,0.012800839],"genre_scores_gemma":[0.9975534,0.000015810192,0.00022419635,0.0003360513,0.00008459729,0.000006023165,0.0002564194,0.000016594098,0.0015069135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843353,0.00014310906,0.00034912708,0.00031538974,0.00040924014,0.00034962007],"domain_scores_gemma":[0.9989327,0.00024282276,0.00013043862,0.0005319241,0.00002158433,0.00014050645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022119645,0.00020682339,0.00024209973,0.000015909542,0.00019280885,0.000037918046,0.000428463,0.000075753276,0.0029606156],"category_scores_gemma":[0.00009053687,0.00013958829,0.00010110702,0.00022956415,0.0001729994,0.00009516058,0.00017356967,0.00017382819,0.00010620304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013754503,0.000044297733,0.96287453,0.00000649664,0.000026381542,0.000015888421,0.0006316554,0.0005439442,0.00029004048,0.0002333862,0.03520749,0.000112148526],"study_design_scores_gemma":[0.0007822515,0.00007768799,0.9376191,0.000064723194,0.00007736395,0.00015604163,0.0040519196,0.0024175998,0.00008004538,0.00020298777,0.0540175,0.00045279902],"about_ca_topic_score_codex":0.9548063,"about_ca_topic_score_gemma":0.99834883,"teacher_disagreement_score":0.0435425,"about_ca_system_score_codex":0.00024662752,"about_ca_system_score_gemma":0.000089618654,"threshold_uncertainty_score":0.9979508},"labels":[],"label_agreement":null},{"id":"W2174090804","doi":"10.1371/journal.pone.0145136","title":"Do ENSO and Coastal Development Enhance Coastal Burial of Terrestrial Carbon?","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Australian Institute of Nuclear Science and Engineering","keywords":"Oceanography; Environmental science; Earth science; Ecology; Geology; Biology","score_opus":0.028672310441309298,"score_gpt":0.21401792724244412,"score_spread":0.18534561680113482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2174090804","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":[0.99385726,0.00001650523,0.0000483422,0.00004490366,0.00012521022,0.0002566181,0.00002843371,0.000027075896,0.0055956743],"genre_scores_gemma":[0.9971656,0.000007470926,0.002230129,0.000007678116,0.000105670544,0.000013993079,0.000016114795,0.000015011739,0.00043831143],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99853736,0.000041768326,0.00031008662,0.00027967975,0.00058128004,0.0002498427],"domain_scores_gemma":[0.9994505,0.000036803285,0.00011524661,0.00019183956,0.000012323012,0.0001933036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027465844,0.00014331656,0.00026270864,0.000028067774,0.00004039073,0.000023909297,0.00014632393,0.000064991844,0.0000928045],"category_scores_gemma":[0.00008723418,0.00013718632,0.000021092526,0.00009879366,0.00011404305,0.00009499982,0.00046497144,0.000086599735,0.000056562683],"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":[0.0014928804,0.0034278408,0.76532614,0.00021204297,0.00035009027,0.00006159334,0.007007293,0.00026318748,0.20974012,0.00005295949,0.0005104725,0.011555404],"study_design_scores_gemma":[0.026506148,0.004504841,0.28884792,0.0017670755,0.0007773093,0.00012118027,0.003940841,0.050107554,0.60725677,0.0019017382,0.009289008,0.0049796468],"about_ca_topic_score_codex":0.0009775624,"about_ca_topic_score_gemma":0.006257812,"teacher_disagreement_score":0.47647822,"about_ca_system_score_codex":0.00007421039,"about_ca_system_score_gemma":0.0000468521,"threshold_uncertainty_score":0.5594296},"labels":[],"label_agreement":null},{"id":"W2178989182","doi":"10.1139/f2011-035","title":"Effects of landscape variables and season on reference water chemistry of coastal marshes in eastern Georgian Bay","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministerio del Ambiente, Agua y Transición Ecológica; Ministry of Natural Resources","keywords":"Marsh; Hydrology (agriculture); Wetland; Bay; Environmental science; Drainage basin; Precipitation; Snowmelt; Surface runoff; Ecology; Oceanography; Geology; Geography","score_opus":0.010300074574546899,"score_gpt":0.17236281938288225,"score_spread":0.16206274480833535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178989182","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":[0.9941062,0.000060559934,0.000012549428,0.00007825554,0.000046318386,0.000045440916,0.0000048470843,6.834802e-7,0.0056451587],"genre_scores_gemma":[0.9996192,0.000022387645,0.00023895121,0.000013919278,0.000006267115,6.1023235e-7,4.485022e-7,0.0000028489746,0.0000953903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928683,0.00002825105,0.00022953081,0.00011187925,0.00015435438,0.00018917718],"domain_scores_gemma":[0.99956334,0.00006697167,0.00012175628,0.000055382057,0.0000072873904,0.00018525873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003684204,0.00008032233,0.00018358449,0.00004985849,0.000057968005,0.000030521143,0.00016463103,0.000036343914,0.00029525976],"category_scores_gemma":[0.000062416766,0.00005344789,0.00001679921,0.000101842634,0.00046390048,0.0001994518,0.00003698021,0.00006297135,0.0000010692276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020045514,0.000013696849,0.9927014,0.00007872865,0.000005234559,0.000023441527,0.0020843516,0.00001494926,0.001766762,0.00002149768,0.000022885884,0.0032470045],"study_design_scores_gemma":[0.00071282964,0.00086345006,0.97731215,0.0006633722,0.00002930644,0.00010646582,0.0038919663,0.004544211,0.009760066,0.0015107818,0.00034876977,0.00025665894],"about_ca_topic_score_codex":0.011909019,"about_ca_topic_score_gemma":0.067667745,"teacher_disagreement_score":0.055758726,"about_ca_system_score_codex":0.000016360042,"about_ca_system_score_gemma":0.00006322595,"threshold_uncertainty_score":0.99467075},"labels":[],"label_agreement":null},{"id":"W2180550342","doi":"10.1675/1524-4695(2004)027[0282:yrdani]2.0.co;2","title":"Yellow Rail Distribution and Numbers in Southern James Bay, Québec, Canada","year":2004,"lang":"en","type":"article","venue":"Waterbirds","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec; Environment and Climate Change Canada","funders":"","keywords":"Cove; Bay; Marsh; Transect; Geography; Estuary; Fishery; Ecology; Oceanography; Wetland; Biology; Geology; Archaeology","score_opus":0.0026109883796016685,"score_gpt":0.16047359807754097,"score_spread":0.1578626096979393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180550342","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":[0.9972419,0.000013206393,0.00011198231,0.001036348,0.00007591592,0.00008504768,0.000057008725,0.000019763524,0.0013588076],"genre_scores_gemma":[0.99884754,0.000004321356,0.000031137395,0.00008026101,0.000011962285,0.0000055509818,0.00002869034,0.000009720252,0.0009808203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992967,0.000015030173,0.00013038842,0.00018310692,0.0001511392,0.00022359185],"domain_scores_gemma":[0.99977124,0.000008609766,0.000025466195,0.0001147081,0.0000019914569,0.00007796752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008645747,0.00009406338,0.00009536081,0.0000076254023,0.000052673106,0.00002354203,0.00008583284,0.000035583296,0.00020792864],"category_scores_gemma":[0.000008671184,0.00008008261,0.000014622867,0.000074776006,0.000048352074,0.00007250755,0.00010747724,0.00006553027,0.00013364607],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002661239,0.00004601106,0.98426354,0.000026918853,0.0000078403655,0.0000700979,0.0024405837,0.0062301555,0.0007137939,0.000024940873,0.0023043347,0.0038451657],"study_design_scores_gemma":[0.004920932,0.00018342002,0.7669875,0.00021194355,0.000039763483,0.00017501888,0.0074811904,0.010151971,0.0014740056,0.0025437647,0.20410997,0.001720545],"about_ca_topic_score_codex":0.9913255,"about_ca_topic_score_gemma":0.9993251,"teacher_disagreement_score":0.21727607,"about_ca_system_score_codex":0.0008902042,"about_ca_system_score_gemma":0.00006228084,"threshold_uncertainty_score":0.3265674},"labels":[],"label_agreement":null},{"id":"W2184057731","doi":"10.82308/26679","title":"Spatially explicit tools to assess invasion risks by Phragmites australis in freshwater wetlands","year":2011,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Phragmites; Wetland; Geography; Environmental science; Ecology; Environmental resource management; Biology","score_opus":0.047036850545216786,"score_gpt":0.25891263857418395,"score_spread":0.21187578802896717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184057731","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":[0.92173356,0.000016843114,0.0000011462649,0.000013276912,0.0008385363,0.0012655943,0.003613974,0.00016510165,0.07235197],"genre_scores_gemma":[0.97952724,0.00009113691,0.00072967913,0.00020208083,0.00003740259,0.00039186538,0.0042706104,0.00024154672,0.014508434],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99416035,0.00035770363,0.001326437,0.0017482934,0.0011552579,0.0012519786],"domain_scores_gemma":[0.99744296,0.0002062349,0.0005513727,0.0010906179,0.00006676193,0.0006420343],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010586804,0.0010739529,0.0010085815,0.00038733205,0.0005414801,0.00023350774,0.0013969832,0.0010933235,0.0044893115],"category_scores_gemma":[0.00040116446,0.0010709678,0.00029983415,0.0007829554,0.000038956623,0.001415823,0.0006533463,0.0014268083,0.0029936067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018410914,0.002252553,0.0761342,0.0010714133,0.00035513216,0.0006429879,0.00026675052,0.0014765757,0.6089,0.0040755263,0.0009416602,0.30204213],"study_design_scores_gemma":[0.006595509,0.0016793006,0.19254087,0.0035035848,0.000591273,0.000114144015,0.0011615815,0.0007853925,0.42118087,0.01410914,0.34685087,0.010887435],"about_ca_topic_score_codex":0.019081224,"about_ca_topic_score_gemma":0.42471147,"teacher_disagreement_score":0.40563026,"about_ca_system_score_codex":0.0013236433,"about_ca_system_score_gemma":0.000023137829,"threshold_uncertainty_score":0.99917406},"labels":[],"label_agreement":null},{"id":"W2185050695","doi":"10.1080/11956860.2003.11682784","title":"Stability of a subarctic saltmarsh: Plant community resistance to tidal inundation","year":2003,"lang":"en","type":"article","venue":"Ecoscience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":24,"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. Geological Survey; National Science Foundation","keywords":"Environmental science; Salt marsh; Plant community; Grazing; Carex; Agronomy; Grazing pressure; Biomass (ecology); Ecology; Biology; Ecological succession","score_opus":0.01660318756598294,"score_gpt":0.21555930100313758,"score_spread":0.19895611343715464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185050695","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":[0.9815315,0.0000031091945,0.0024215865,0.00008964306,0.00013872716,0.00022610156,0.000041713112,0.000022011414,0.015525602],"genre_scores_gemma":[0.9976653,0.0000016188318,0.0020108426,0.000066679444,0.0000032152452,0.000010615353,0.0000039735437,0.000005439474,0.00023230605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862367,0.00025766806,0.0002610377,0.00024547966,0.00034234955,0.00026980485],"domain_scores_gemma":[0.9990933,0.00014716989,0.00009580477,0.0005154606,0.000013600175,0.00013464555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001617663,0.00009759818,0.00013742049,0.00003179454,0.00024105479,0.000024192661,0.00039938386,0.00003061119,0.00060657965],"category_scores_gemma":[0.000559437,0.00009269252,0.0000294713,0.0005696967,0.0001699705,0.00023872763,0.00020875878,0.00013517903,0.00018766728],"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":[0.000085052234,0.0005024245,0.9181069,0.00012723374,0.0000041661856,0.0000038905337,0.0040720752,0.0011826765,0.071158774,0.0024573668,0.0011169431,0.0011824631],"study_design_scores_gemma":[0.00044663282,0.00031344124,0.9447977,0.00008110571,0.000010492685,0.000018392557,0.0010655606,0.0046255426,0.03149994,0.0040766047,0.012511083,0.0005535268],"about_ca_topic_score_codex":0.0007592488,"about_ca_topic_score_gemma":0.038353972,"teacher_disagreement_score":0.03965883,"about_ca_system_score_codex":0.00028769198,"about_ca_system_score_gemma":0.00003178829,"threshold_uncertainty_score":0.97919357},"labels":[],"label_agreement":null},{"id":"W2185780140","doi":"10.1007/978-4-431-68436-7_3","title":"Approaches Towards Environmental Restoration","year":2003,"lang":"en","type":"book-chapter","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Eutrophication; Environmental science; Extinction (optical mineralogy); Ecosystem; Environmental planning; Environmental protection; Environmental resource management; Geography; Ecology; Chemistry; Biology","score_opus":0.025471201209380727,"score_gpt":0.17686143095772547,"score_spread":0.15139022974834473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185780140","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":[0.0006266277,0.00004441706,0.0006594173,0.000100461795,0.00018722528,0.00032547305,0.000050339317,0.00005395153,0.9979521],"genre_scores_gemma":[0.03387521,0.00006121875,0.0008962229,0.00015169768,0.000056587225,0.000011912,0.0002061681,0.00006651719,0.9646745],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985448,0.0000148908985,0.0002870697,0.0004929277,0.0004373464,0.00022293556],"domain_scores_gemma":[0.9993129,0.000009808372,0.000135699,0.0004251214,8.0364833e-7,0.00011570959],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014880924,0.00032750206,0.00024200155,0.00003628267,0.00008927279,0.00003514193,0.00019686818,0.00029873435,0.023785671],"category_scores_gemma":[0.0000032230032,0.00030093774,0.00011949065,0.000014401287,0.00011391731,0.00013442145,0.0002507497,0.00020979365,0.006253108],"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":[0.00017115923,0.00057614647,0.011896516,0.00028349127,0.00048046562,0.00026152635,0.00114439,0.0049973996,0.0010605208,0.21511923,0.31461018,0.44939896],"study_design_scores_gemma":[0.00019861918,0.00008311304,0.000768274,0.000020143365,0.000047854945,0.000046123358,0.000030678,0.002081621,0.000032311353,0.0076778415,0.9882747,0.0007387124],"about_ca_topic_score_codex":0.000058906364,"about_ca_topic_score_gemma":0.000575929,"teacher_disagreement_score":0.6736645,"about_ca_system_score_codex":0.0006172704,"about_ca_system_score_gemma":0.0000074294585,"threshold_uncertainty_score":0.99994427},"labels":[],"label_agreement":null},{"id":"W2187326306","doi":"10.82308/47670","title":"Carbon and water vapour exchange in a temperate fresh water marsh","year":2013,"lang":"en","type":"article","venue":"Open MIND","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Marsh; Temperate climate; Environmental science; Carbon fibers; Oceanography; Wetland; Ecology; Geology; Biology; Mathematics","score_opus":0.011864268518074445,"score_gpt":0.21333149897791262,"score_spread":0.20146723045983816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187326306","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":[0.9684809,0.0000065686454,8.2240155e-7,0.00034756272,0.000055041884,0.00046519816,0.0000045499037,0.0000011754443,0.030638205],"genre_scores_gemma":[0.99035174,0.0000059117083,0.00024422386,0.00003968053,0.000014422144,0.000048266935,0.000012662421,0.00001127108,0.009271802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991061,0.000038337737,0.00014925234,0.0002819204,0.00009998724,0.00032439592],"domain_scores_gemma":[0.9997182,0.0000065035274,0.000013407912,0.00017853388,0.000002876114,0.00008046346],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023291068,0.000108866545,0.00013121526,0.00002440035,0.000041419287,0.00017169672,0.00021502974,0.00005285085,0.025975633],"category_scores_gemma":[0.0000023556147,0.00006523979,0.000011964813,0.00003712996,0.000031971857,0.00028160878,0.0009485669,0.00006866106,0.004123184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004589237,0.00014533468,0.62812257,0.000032109732,0.00001741837,0.0000908435,0.009211351,0.0001695638,0.28298923,5.6842475e-7,0.0012933436,0.07788179],"study_design_scores_gemma":[0.0064402204,0.0005060778,0.57004666,0.0002299249,0.000054135664,0.00021670693,0.0026293583,0.06509434,0.1974828,0.0012985179,0.15337616,0.0026251408],"about_ca_topic_score_codex":0.010492736,"about_ca_topic_score_gemma":0.024845762,"teacher_disagreement_score":0.15208282,"about_ca_system_score_codex":0.0000658905,"about_ca_system_score_gemma":0.0000018450323,"threshold_uncertainty_score":0.99665225},"labels":[],"label_agreement":null},{"id":"W2187376764","doi":"10.2112/1551-5036-36.sp1.352","title":"The distribution of Spartina anglica on estuarine mudflats in relation to wave-related hydrodynamic parameters.","year":2002,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"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":"Queen's University; Ulster University; Strong; Princeton University","keywords":"Spartina alterniflora; Spartina; Breaking wave; Population; Estuary; Wave model; Environmental science; Oceanography; Ecology; Geology; Marsh; Wave propagation; Biology; Geography; Wetland; Physics; Meteorology","score_opus":0.03859090273184541,"score_gpt":0.28752011435467856,"score_spread":0.24892921162283316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187376764","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":[0.9943676,0.000019737408,0.00012310341,0.0013506837,0.00010180342,0.00025145302,0.000008283829,0.0000040613063,0.0037732788],"genre_scores_gemma":[0.9990849,0.000064289845,0.000056966655,0.0000060832735,0.000015892008,0.0000040472996,0.0000043758905,0.000010441649,0.00075298914],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973571,0.00028584804,0.00066020625,0.00015756518,0.0011389308,0.00040035637],"domain_scores_gemma":[0.99877447,0.0005242709,0.00022608144,0.00024479374,0.00007250431,0.0001578604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025626998,0.00009883845,0.00019051225,0.00014269724,0.00014070758,0.000040816045,0.00028555858,0.00007158086,0.00013792068],"category_scores_gemma":[0.0009232178,0.0000689182,0.000080670885,0.000903576,0.00014277024,0.00018203162,0.00027764952,0.00059093593,0.00018115235],"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":[0.003310182,0.0024653631,0.23908426,0.000104890314,0.00014442981,0.0008063979,0.0037844735,0.33946043,0.02397859,0.0023601488,0.014402136,0.37009868],"study_design_scores_gemma":[0.0010611425,0.002156053,0.66263676,0.0002447653,0.0000076536835,0.00012622823,0.00026251693,0.328645,0.0005004465,0.0019643365,0.002223654,0.00017149176],"about_ca_topic_score_codex":0.0003827625,"about_ca_topic_score_gemma":0.0021354242,"teacher_disagreement_score":0.42355245,"about_ca_system_score_codex":0.00042103496,"about_ca_system_score_gemma":0.0000144193245,"threshold_uncertainty_score":0.28104025},"labels":[],"label_agreement":null},{"id":"W2188469143","doi":"10.5822/978-1-61091-229-7_7","title":"Avian Community Responses to Tidal Restoration along the North Atlantic Coast of North America","year":2012,"lang":"en","type":"book-chapter","venue":"Island Press/Center for Resource Economics eBooks","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"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":"Salt marsh; Marsh; Geography; Culvert; Wetland; Dike; Fishery; Oceanography; Hydrology (agriculture); Archaeology; Geology; Ecology","score_opus":0.01985117290638672,"score_gpt":0.20492828492559012,"score_spread":0.1850771120192034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188469143","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":[0.893108,0.000028909117,0.00026487134,0.00005413078,0.00019839748,0.0015344952,0.003967063,0.000036802023,0.10080734],"genre_scores_gemma":[0.9413834,0.0000362624,0.00011346578,0.00026935377,0.00023554359,0.00009426949,0.001264163,0.0001277885,0.05647572],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808574,0.00014820963,0.0007434577,0.00038305527,0.00018553433,0.00045403012],"domain_scores_gemma":[0.99764985,0.000383435,0.0006457,0.0010952172,0.000024321393,0.00020148327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004324133,0.00044830173,0.00056147546,0.00008385526,0.0004123651,0.0000863867,0.0008666034,0.00017311126,0.000092102506],"category_scores_gemma":[0.000026151,0.00037866615,0.00025083817,0.000015160977,0.00024027197,0.00008673704,0.0008783641,0.0005162212,0.000119709635],"study_design_candidate":"not_applicable","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":[0.0032775053,0.00018665563,0.9171332,0.00044817317,0.00049185636,0.000007913367,0.014709905,0.006987916,0.000013188214,0.0006525497,0.020630546,0.0354606],"study_design_scores_gemma":[0.0005483844,0.0002749528,0.037642267,0.00010640615,0.00011417547,0.000022598488,0.00007188715,0.00066406024,0.000006287839,0.00016391755,0.95985955,0.0005255212],"about_ca_topic_score_codex":0.0039382335,"about_ca_topic_score_gemma":0.3836527,"teacher_disagreement_score":0.939229,"about_ca_system_score_codex":0.00022367401,"about_ca_system_score_gemma":0.000024921617,"threshold_uncertainty_score":0.99986655},"labels":[],"label_agreement":null},{"id":"W219608448","doi":"10.1023/a:1026015218282","title":"Spatial distribution and performance of Scirpus americanus ramets across a temperate intertidal marsh resource gradient","year":2002,"lang":"en","type":"article","venue":"Plant Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Toronto Metropolitan University; Queen's University","funders":"","keywords":"Polygon (computer graphics); Marsh; Scirpus; Intertidal zone; Perimeter; Spatial distribution; Basal area; Elevation (ballistics); Wetland; Biology; Geography; Ecology; Physical geography; Mathematics; Geometry; Remote sensing","score_opus":0.006215981420376995,"score_gpt":0.18554495532902812,"score_spread":0.17932897390865113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W219608448","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":[0.99887896,0.000010104501,0.000078000114,0.00009065474,0.00012654199,0.00013973455,0.0003055183,0.000017567398,0.0003529068],"genre_scores_gemma":[0.99962723,0.000042419604,0.000035696332,0.00003986186,0.0000152485,0.000012325649,0.00007061,0.000006071903,0.00015054492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999061,0.000051714054,0.00022298345,0.0002390811,0.00010533557,0.00031991382],"domain_scores_gemma":[0.999612,0.000057921716,0.0001129712,0.00013590055,0.000004514165,0.00007671562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016086895,0.00010659584,0.00019289163,0.000015589492,0.00011212647,0.000013514834,0.00012177318,0.000058299458,0.0003051251],"category_scores_gemma":[0.000031173462,0.00009572731,0.000024522044,0.00009202314,0.00022331838,0.000066991845,0.00026497254,0.00009471689,0.00009562405],"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":[0.00010855697,0.0000853541,0.9825555,0.000024708706,0.000010552802,0.000014525932,0.0005016596,0.00032838684,0.00092024583,0.0000054251523,0.0005368175,0.01490823],"study_design_scores_gemma":[0.0003731423,0.00051481026,0.84390616,0.000013655975,0.0000085879965,0.00021187024,0.00007948118,0.15162398,0.0002913306,0.000006570189,0.002834565,0.00013586979],"about_ca_topic_score_codex":0.000609101,"about_ca_topic_score_gemma":0.0045200167,"teacher_disagreement_score":0.1512956,"about_ca_system_score_codex":0.00012674154,"about_ca_system_score_gemma":0.000002177807,"threshold_uncertainty_score":0.39036462},"labels":[],"label_agreement":null},{"id":"W2206093678","doi":"10.2495/cenv020121","title":"Monitoring recovery of a crude oil- contaminated saltmarsh following in-situ remediation treatments","year":2002,"lang":"en","type":"article","venue":"WIT Transactions on Ecology and the Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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 remediation; Nutrient; Environmental science; Contamination; Salt marsh; Biostimulation; Wetland; Environmental chemistry; Chemistry; Bioremediation; Ecology; Biology","score_opus":0.006404896681363228,"score_gpt":0.17923049664432208,"score_spread":0.17282559996295885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2206093678","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":[0.9964234,0.00006228123,0.0008866814,0.00020361984,0.00021714199,0.00018701376,0.000004447003,0.000010366959,0.0020050071],"genre_scores_gemma":[0.997522,0.0008574433,0.0001120815,0.00002190874,0.000006136893,0.00007674641,0.0000017682065,0.000009168477,0.0013927595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912566,0.00011439007,0.00023897803,0.00021076218,0.00012967667,0.00018050631],"domain_scores_gemma":[0.99954593,0.00016998182,0.000076560675,0.00016807979,7.201892e-7,0.000038754846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022107946,0.00011771668,0.00019014513,0.000047131358,0.0001318522,0.000005461693,0.00007839921,0.00008258482,0.00036567217],"category_scores_gemma":[0.000005936701,0.00009272133,0.00006910543,0.00007752955,0.000118017844,0.00010221195,0.00001159254,0.00012319602,0.000103468665],"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":[0.0007410572,0.0023135075,0.5601351,0.000043885495,0.00053754624,0.00006538063,0.005291086,0.060895026,0.019468417,0.000039694183,0.000015389072,0.35045385],"study_design_scores_gemma":[0.007258209,0.0005651686,0.9779797,0.00007349282,0.00022413621,0.00001838135,0.0005842503,0.007876407,0.004549131,0.0003529042,0.00021037567,0.0003078434],"about_ca_topic_score_codex":0.00011054096,"about_ca_topic_score_gemma":0.00078750466,"teacher_disagreement_score":0.41784456,"about_ca_system_score_codex":0.0002779752,"about_ca_system_score_gemma":0.0000014227588,"threshold_uncertainty_score":0.40038538},"labels":[],"label_agreement":null},{"id":"W2213031003","doi":"10.1672/07-40.1","title":"Range dynamics and invasive tendencies in Typha latifolia and Typha angustifolia in eastern North America derived from herbarium and pollen records","year":2008,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":98,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto; New England Botanical Club","keywords":"Typha; Pollen; Typha angustifolia; Range (aeronautics); Herbarium; Wetland; Geography; Abundance (ecology); Biology; Botany; Ecology","score_opus":0.00895374282865237,"score_gpt":0.18897135588347103,"score_spread":0.18001761305481867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2213031003","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":[0.9974284,0.00019930107,0.000082498664,0.00015779544,0.00007752121,0.00023073866,0.00010544731,0.000023272256,0.0016949945],"genre_scores_gemma":[0.99811023,0.00076043635,0.00035616758,0.00009452792,0.000026772781,0.000016348795,0.00006612496,0.000020746083,0.00054866873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987149,0.000063132386,0.0002759142,0.0004451116,0.00017255667,0.00032837907],"domain_scores_gemma":[0.9994619,0.00010785733,0.000086112406,0.00019068793,0.000006635122,0.00014679176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008691418,0.00022383244,0.0003348153,0.00009718609,0.00009172033,0.000034492477,0.00012134236,0.00010382262,0.00010939364],"category_scores_gemma":[0.00004349267,0.00020737914,0.000020975298,0.00026517548,0.0002111435,0.00022859433,0.00034587577,0.0001735237,0.000030515892],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007187932,0.000029875897,0.99310946,0.00001850087,0.000008371857,0.00010384193,0.00214112,0.00006938723,0.00010089186,0.0000023788377,0.000050837563,0.004293466],"study_design_scores_gemma":[0.0010082918,0.00007531823,0.9554655,0.000040031766,0.000010369213,0.000043951342,0.000659925,0.042236134,0.0000052973605,0.000094595984,0.000115915835,0.00024464718],"about_ca_topic_score_codex":0.016786799,"about_ca_topic_score_gemma":0.39843634,"teacher_disagreement_score":0.38164952,"about_ca_system_score_codex":0.00014112743,"about_ca_system_score_gemma":0.00001801685,"threshold_uncertainty_score":0.9897605},"labels":[],"label_agreement":null},{"id":"W2214723311","doi":"10.2980/i1195-6860-12-3-347.1","title":"Hydrological factors controlling the spread of common reed (<i>Phragmites australis</i>) in theSt. Lawrence River (Québec, Canada)","year":2005,"lang":"en","type":"article","venue":"Ecoscience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Phragmites; Flooding (psychology); Water level; Environmental science; Shore; Geography; Colonization; Growing season; Hydrology (agriculture); Ecology; Biology; Wetland; Geology","score_opus":0.00912435741763985,"score_gpt":0.19768841113071448,"score_spread":0.18856405371307464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2214723311","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":[0.99438167,0.00002818858,0.00007831146,0.0016771808,0.00009236078,0.00019766105,0.000020120562,0.000016071526,0.0035084146],"genre_scores_gemma":[0.99925524,0.000009335685,0.00013065424,0.000292846,0.000015579328,0.0000072317393,0.0000015683738,0.0000055411915,0.00028201778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983296,0.00008216648,0.00033648414,0.00032521103,0.00051886955,0.0004076992],"domain_scores_gemma":[0.999043,0.0003776114,0.0001474377,0.00032984136,0.000006668278,0.00009542912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053666526,0.00015049658,0.00022558164,0.000024823865,0.0001557403,0.000026828946,0.00085590885,0.00005195834,0.0004226076],"category_scores_gemma":[0.00013349233,0.00009558328,0.00004441847,0.00033597593,0.00046005877,0.00023784132,0.000271483,0.00018609085,0.0000285393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013541123,0.00006460631,0.94952464,0.0000034408756,0.0000022336926,0.000007313114,0.0004675455,0.045232546,0.0029894798,0.00009562536,0.0005564711,0.0010425693],"study_design_scores_gemma":[0.00024725372,0.000053840093,0.8907426,0.000018851724,0.0000059457366,0.0000075987555,0.00013846211,0.10053528,0.0013669814,0.00013367934,0.0065561444,0.00019335923],"about_ca_topic_score_codex":0.7471605,"about_ca_topic_score_gemma":0.99141103,"teacher_disagreement_score":0.24425054,"about_ca_system_score_codex":0.00037394537,"about_ca_system_score_gemma":0.000088065404,"threshold_uncertainty_score":0.46272573},"labels":[],"label_agreement":null},{"id":"W2222677633","doi":"10.3394/0380-1330(2007)33[366:vciglc]2.0.co;2","title":"Vegetation Change in Great Lakes Coastal Wetlands: Deviation from the Historical Cycle","year":2007,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":74,"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":"University of Wisconsin-Madison","keywords":"Wetland; Typha; Marsh; Dominance (genetics); Environmental science; Habitat; Vegetation (pathology); Water level; Ecology; Hydrology (agriculture); Geography; Geology; Biology","score_opus":0.04555420967038518,"score_gpt":0.3086516822980331,"score_spread":0.2630974726276479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2222677633","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":[0.99509037,0.00021174118,0.0004628267,0.0011545952,0.00026426525,0.00022315413,0.000008569415,0.000007287435,0.0025772054],"genre_scores_gemma":[0.9988817,0.000117427335,0.00013811125,0.000041856478,0.00043485427,0.000006153716,0.000009345401,0.000014648884,0.00035589532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736226,0.00026730538,0.00050619367,0.00018570358,0.0012441573,0.00043438855],"domain_scores_gemma":[0.99875796,0.0006297348,0.00018119803,0.00020085173,0.000076503005,0.00015378222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033033928,0.00011726003,0.00021444393,0.00017542361,0.00017883845,0.00006992635,0.00038965725,0.000099456185,0.00032219692],"category_scores_gemma":[0.00026990336,0.00007811513,0.00008483039,0.0005880503,0.00008850527,0.00047016685,0.00017089698,0.00053903233,0.00012102503],"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":[0.00022485846,0.00008259164,0.96078193,0.000011228659,0.0000128323745,0.00015443598,0.0018422357,0.0002330382,0.0012475012,0.000024026836,0.00086559146,0.034519747],"study_design_scores_gemma":[0.0006749681,0.00023205753,0.98241353,0.000098283745,0.000009668013,0.000061460625,0.00029484523,0.006141584,0.00009140012,0.0005293844,0.009345459,0.00010733855],"about_ca_topic_score_codex":0.0042147064,"about_ca_topic_score_gemma":0.2619934,"teacher_disagreement_score":0.2577787,"about_ca_system_score_codex":0.0012953326,"about_ca_system_score_gemma":0.000028061459,"threshold_uncertainty_score":0.7514733},"labels":[],"label_agreement":null},{"id":"W2224925247","doi":"10.3394/0380-1330(2007)33[269:rioagl]2.0.co;2","title":"Rapid Invasion of a Great Lakes Coastal Wetland by Non-native Phragmites australis and Typha","year":2007,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":134,"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":"U.S. Army Corps of Engineers; National Oceanic and Atmospheric Administration; U.S. Environmental Protection Agency","keywords":"Phragmites; Typha; Wetland; Native plant; Plant community; Vegetation (pathology); Ecology; Invasive species; Environmental science; Ruderal species; Introduced species; Transect; Bay; Species richness; Geography; Biology; Habitat","score_opus":0.03289833851539713,"score_gpt":0.3043875124728074,"score_spread":0.27148917395741023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2224925247","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":[0.99257255,0.00020851956,0.00018443703,0.00025833325,0.00007853048,0.00022433438,0.00008762362,0.000005410228,0.0063802553],"genre_scores_gemma":[0.99672866,0.00046026093,0.00024356972,0.000011522476,0.00008635393,0.0000018856277,0.000010394019,0.000019837567,0.0024375333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971486,0.00017680632,0.0006058018,0.0002485082,0.0012783572,0.000541949],"domain_scores_gemma":[0.99847144,0.00054855004,0.0002760783,0.00020644235,0.00015791168,0.00033960034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030267132,0.00018324725,0.00039721347,0.00027860407,0.00018456994,0.00007324882,0.00036417774,0.00013118226,0.0009045264],"category_scores_gemma":[0.00024274913,0.0001357243,0.00010645299,0.000526191,0.0004996457,0.00044597243,0.00034456482,0.0005255312,0.000029576257],"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":[0.0012952654,0.00030029897,0.78121567,0.0001705368,0.00014050784,0.0004153468,0.0020689208,0.000085021406,0.15452163,0.000024140796,0.024233367,0.03552927],"study_design_scores_gemma":[0.009961181,0.008555317,0.7909215,0.00148515,0.00017904717,0.0029126524,0.0075026066,0.0049783387,0.10434411,0.0015093542,0.06626821,0.0013825396],"about_ca_topic_score_codex":0.00056684937,"about_ca_topic_score_gemma":0.0083884625,"teacher_disagreement_score":0.050177522,"about_ca_system_score_codex":0.00016766833,"about_ca_system_score_gemma":0.000040205316,"threshold_uncertainty_score":0.9903929},"labels":[],"label_agreement":null},{"id":"W2230184919","doi":"10.3394/0380-1330(2007)33[125:iacdpa]2.0.co;2","title":"Identifying and Characterizing Dominant Plants as an Indicator of Community Condition","year":2007,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":72,"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":"National Oceanic and Atmospheric Administration; U.S. Environmental Protection Agency","keywords":"Dominance (genetics); Wetland; Ecology; Taxon; Plant community; Geography; Community structure; Biology; Species richness","score_opus":0.05767524084510529,"score_gpt":0.3635751612867835,"score_spread":0.30589992044167824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2230184919","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":[0.99858296,0.000025741014,0.00010127488,0.000047153728,0.000060853436,0.00009222575,0.000013327948,0.0000023985315,0.0010740625],"genre_scores_gemma":[0.9996793,0.00007860394,0.00010215305,0.000011421118,0.00004044644,5.982007e-7,0.0000054858388,0.000008063824,0.00007392571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823594,0.00032523696,0.00039094678,0.00007556199,0.00070333306,0.00026897137],"domain_scores_gemma":[0.99908143,0.00026299845,0.0002474994,0.00016834775,0.00003784816,0.00020189119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005833398,0.00006995814,0.00019158403,0.0002203485,0.00027249756,0.000050150575,0.00028677608,0.000061014765,0.00026368845],"category_scores_gemma":[0.00011006408,0.00005617754,0.00003527073,0.00015295259,0.00021819132,0.00047002285,0.0002467337,0.0005555918,0.000027987016],"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":[0.00061197375,0.0002591196,0.48911592,0.00011899296,0.000037749593,0.0002285295,0.0063047013,0.0000045799393,0.47181493,0.0000468779,0.00017233731,0.0312843],"study_design_scores_gemma":[0.00058162166,0.000628837,0.97452945,0.0001555462,0.000007865065,0.00066687743,0.0041265297,0.00011288329,0.017919216,0.00064614887,0.00054197176,0.00008307287],"about_ca_topic_score_codex":0.0005011522,"about_ca_topic_score_gemma":0.0017861944,"teacher_disagreement_score":0.48541352,"about_ca_system_score_codex":0.0001470223,"about_ca_system_score_gemma":0.000018950874,"threshold_uncertainty_score":0.28872034},"labels":[],"label_agreement":null},{"id":"W2232058673","doi":"10.3394/0380-1330(2006)32[50:colsre]2.0.co;2","title":"Climatology of Large Sediment Resuspension Events in Southern Lake Michigan","year":2006,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":32,"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":"Turbidity; Sediment; Environmental science; Structural basin; Turbidity current; Storm; Hydrology (agriculture); Turbidite; Climatology; Drainage basin; Water year; Oceanography; Geology; Geography; Geomorphology","score_opus":0.019799387835230026,"score_gpt":0.3011111626760519,"score_spread":0.2813117748408219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2232058673","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":[0.9957362,0.000056177167,0.000027343876,0.000305508,0.000090879905,0.0001489125,0.000025974532,0.000002946916,0.003606074],"genre_scores_gemma":[0.9985491,0.000023525541,0.00013656674,0.000008572617,0.000049427435,0.0000016705876,0.000005763445,0.000012806396,0.0012125653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974781,0.00033513297,0.0006315709,0.00015962025,0.00093635335,0.00045920676],"domain_scores_gemma":[0.9992769,0.00014712596,0.00021928755,0.00020399278,0.00006202441,0.00009071584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025497205,0.000096991345,0.00029402025,0.0002453494,0.000070163056,0.0000087249555,0.000328858,0.00008936031,0.00077308534],"category_scores_gemma":[0.000077159435,0.000074958596,0.00008828171,0.00038955358,0.00010034194,0.00011491589,0.00029759674,0.0003848157,0.00015500907],"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":[0.00024054886,0.0002722001,0.9899875,0.00002801587,0.000009293188,0.00014013116,0.00044509218,0.000600295,0.0073611704,0.00005412472,0.0005946478,0.0002669893],"study_design_scores_gemma":[0.0041061644,0.00089590973,0.9689488,0.00041176728,0.000019130117,0.00047680337,0.002230878,0.004945957,0.0016225609,0.0035759057,0.012484511,0.00028160712],"about_ca_topic_score_codex":0.0006138736,"about_ca_topic_score_gemma":0.12730065,"teacher_disagreement_score":0.12668677,"about_ca_system_score_codex":0.000105089,"about_ca_system_score_gemma":0.000029694851,"threshold_uncertainty_score":0.88862383},"labels":[],"label_agreement":null},{"id":"W2236665150","doi":"10.1371/journal.pone.0010073.g002","title":"Beach at Furry Creek (South), Howe Sound, British Columbia at high tide showing wrack line and supralittoral vegetation.","year":2015,"lang":"en","type":"paratext","venue":"Figshare","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Supralittoral zone; Sound (geography); Vegetation (pathology); Oceanography; Line (geometry); Geology; Geography; Medicine","score_opus":0.026865464472149297,"score_gpt":0.22639076191071464,"score_spread":0.19952529743856534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236665150","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25075668,0.0030410546,0.0000027054034,0.00004352469,0.0010780072,0.0011490948,0.7135099,0.000134496,0.030284537],"genre_scores_gemma":[0.1989756,0.000019855679,0.000094032766,0.0001277349,0.00043034132,0.00017033175,0.4212757,0.00011717883,0.37878922],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99681556,0.00011751645,0.00054561475,0.0010385996,0.00077285344,0.0007098302],"domain_scores_gemma":[0.99841523,0.00013007195,0.00038349396,0.00055774115,0.00006217766,0.00045126054],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016297966,0.00040758087,0.0006440761,0.000028889333,0.00049082807,0.001065454,0.00050893956,0.0005432526,0.49053118],"category_scores_gemma":[0.00028010356,0.0006418904,0.00015570867,0.00021650766,0.00005336498,0.00038947925,0.002114991,0.000438496,0.06494942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010588157,0.000023310244,0.0066364687,0.0004682573,0.000030500552,0.00007840094,0.00016085949,0.00062342174,0.000008357177,2.2776868e-8,0.9912254,0.0007343754],"study_design_scores_gemma":[0.0009907786,0.00015752626,0.031578507,0.0025993458,0.00006942388,0.000299724,0.000081789345,0.001975945,0.000004077921,0.000048048594,0.96084046,0.00135437],"about_ca_topic_score_codex":0.022205194,"about_ca_topic_score_gemma":0.59493023,"teacher_disagreement_score":0.57272506,"about_ca_system_score_codex":0.0013510303,"about_ca_system_score_gemma":0.00005375591,"threshold_uncertainty_score":0.9999715},"labels":[],"label_agreement":null},{"id":"W2237974964","doi":"10.5751/es-08168-210108","title":"Hydraulic engineering in the social-ecological delta: understanding the interplay between social, ecological, and technological systems in the Dutch delta by means of &amp;#8220;delta trajectories.&amp;#8221;","year":2016,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":103,"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":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Delta; Ecology; Ecological engineering; Ecological systems theory; Environmental science; Geography; Engineering; Biology","score_opus":0.021572201807706266,"score_gpt":0.25030907106090966,"score_spread":0.22873686925320338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2237974964","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":[0.9918702,0.00007869246,0.0023061782,0.004691041,0.000078507466,0.00058896566,0.00006837768,0.00003923354,0.00027878096],"genre_scores_gemma":[0.9992513,0.0001689559,0.00005608354,0.000297104,0.000051438037,0.0001119416,0.000016083713,0.000011492175,0.000035616784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976888,0.00055912085,0.00050575467,0.0004283432,0.00024639053,0.0005716144],"domain_scores_gemma":[0.9970828,0.0024915456,0.00016830063,0.00020677352,0.000008443131,0.000042097545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028797516,0.0002595683,0.00047350544,0.000028454455,0.0006541874,0.00006183688,0.0006199722,0.00063149055,0.00006950357],"category_scores_gemma":[0.00023654972,0.00012068787,0.00012723071,0.00040041606,0.0011893708,0.00012131918,0.00041095226,0.00060005905,0.000006424177],"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":[0.000044198314,0.00046079757,0.94594723,0.00009124759,0.00015622278,0.000013691032,0.028386964,0.00027117992,0.0011960502,0.00906535,0.013268603,0.0010984446],"study_design_scores_gemma":[0.0010860241,0.00024079245,0.9673635,0.000026868895,0.000060338512,0.000045029603,0.021226844,0.0012910656,0.000004263791,0.0029139959,0.0053845067,0.00035678208],"about_ca_topic_score_codex":0.00022152632,"about_ca_topic_score_gemma":0.0065172855,"teacher_disagreement_score":0.021416236,"about_ca_system_score_codex":0.00044157778,"about_ca_system_score_gemma":0.00001644995,"threshold_uncertainty_score":0.50315464},"labels":[],"label_agreement":null},{"id":"W225687984","doi":"","title":"The invasive common reed (Phragmites australis) along roads in Quebec (Canada): a genetic and biogeographical analysis","year":2005,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Phragmites; Geography; Biological dispersal; Common species; Invasive species; Habitat; Ecology; Marsh; Introduced species; Wetland; Biology; Population; Demography","score_opus":0.004602809751824053,"score_gpt":0.17607508942908975,"score_spread":0.1714722796772657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W225687984","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":[0.9943962,0.00014935082,0.000012654922,0.002156781,0.0000282608,0.00026831697,0.00058864546,0.000061887025,0.0023378925],"genre_scores_gemma":[0.99842036,0.000051979172,0.00017560733,0.00029981064,0.000037905524,0.000022216653,0.00023598898,0.000033108307,0.00072303595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767035,0.00012773149,0.000598636,0.0005203684,0.0004919774,0.0005909372],"domain_scores_gemma":[0.99866354,0.00038656424,0.00013975451,0.00045997155,0.000005729833,0.00034445265],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00019599983,0.0003028436,0.00033588154,0.00015569481,0.00024020694,0.0011300608,0.000563006,0.00012998568,0.00032432782],"category_scores_gemma":[0.000114728464,0.000232211,0.00014891785,0.0014894587,0.0002557776,0.0017879873,0.0006270998,0.00036555872,0.00018998439],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038498518,0.000047629168,0.9904042,0.000007258058,0.00006662518,0.00004281752,0.000018219027,0.00062946184,0.000028188104,0.000060852803,0.00049472565,0.008161559],"study_design_scores_gemma":[0.00029027968,0.000024192348,0.9667905,0.000021198352,0.000055765722,0.000010842121,0.000065542474,0.002908673,0.000078511,0.0006236196,0.028792722,0.00033815103],"about_ca_topic_score_codex":0.16964738,"about_ca_topic_score_gemma":0.98098344,"teacher_disagreement_score":0.81133604,"about_ca_system_score_codex":0.00017893635,"about_ca_system_score_gemma":0.00007522068,"threshold_uncertainty_score":0.99990684},"labels":[],"label_agreement":null},{"id":"W2269089351","doi":"","title":"DNA Barcode Variability in Canadian Cnidaria","year":2015,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"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":"Cnidaria; DNA barcoding; Barcode; Biology; Computational biology; Zoology; Evolutionary biology; Geography; Data science; Ecology; Computer science; Coral","score_opus":0.0077731229954383484,"score_gpt":0.19819484045598793,"score_spread":0.1904217174605496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2269089351","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":[0.8981802,0.0000137157285,0.000018027169,0.0002795201,0.00026826662,0.00029781112,0.00011440533,0.000014767981,0.10081327],"genre_scores_gemma":[0.9926103,0.000011833927,0.000084603416,0.000010909374,0.00001678591,2.8258955e-7,0.0002869194,0.000012906121,0.006965499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873155,0.00017634043,0.00014853536,0.00029852445,0.00030209543,0.00034296015],"domain_scores_gemma":[0.99904716,0.000067548484,0.00015301946,0.00048400465,0.00002569375,0.00022256996],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001058866,0.00016132307,0.00026711906,0.00010233871,0.00015319021,0.000011212324,0.0007811318,0.00022084579,0.0017773526],"category_scores_gemma":[0.00007594481,0.00016538429,0.00009261276,0.00036768714,0.00009636282,0.00014061939,0.0001605044,0.00026393053,0.0004083258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027007358,0.00084888557,0.6659649,0.0015879675,0.0005165024,0.0007051959,0.094954416,0.013246086,0.06397248,0.003917727,0.092392735,0.0591924],"study_design_scores_gemma":[0.00036961728,0.00003448214,0.973627,0.000041464984,0.00007405285,0.0000035107753,0.0054065445,0.00564382,0.000007863455,0.0028045962,0.01169395,0.0002931116],"about_ca_topic_score_codex":0.8478493,"about_ca_topic_score_gemma":0.9918704,"teacher_disagreement_score":0.3076621,"about_ca_system_score_codex":0.0010900212,"about_ca_system_score_gemma":0.00028170916,"threshold_uncertainty_score":0.99913514},"labels":[],"label_agreement":null},{"id":"W2269393798","doi":"10.1073/pnas.1512650113","title":"Do geographically isolated wetlands influence landscape functions?","year":2016,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":458,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Western University","funders":"Global Institute for Water Security, University of Saskatchewan","keywords":"Wetland; Biogeochemical cycle; Threatened species; Biological dispersal; Environmental science; Habitat; Ecology; Biodiversity; Landscape connectivity; Hydrology (agriculture); Geology; Biology; Population","score_opus":0.011455422980727414,"score_gpt":0.23589461247180518,"score_spread":0.22443918949107777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2269393798","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":[0.98524463,0.000011322712,0.000009106739,0.0020345561,0.000017436249,0.000111425186,0.000019273746,0.000016822698,0.012535448],"genre_scores_gemma":[0.9992715,0.00001977569,0.00020462112,0.00009988084,0.00002099228,0.0000071356194,6.414999e-8,0.000003324887,0.0003727012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982522,0.000005556472,0.00029814572,0.0002619678,0.0010026192,0.00017952427],"domain_scores_gemma":[0.99947023,0.00010408466,0.00029693363,0.000011701678,0.0000683035,0.00004875809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093585975,0.00009099727,0.00011673025,0.00009703025,0.0001899115,0.000023252052,0.00075252657,0.00007575132,0.00023433316],"category_scores_gemma":[0.00028636452,0.000046253972,0.000070169604,0.0010096141,0.0007275305,0.00059217477,0.0003289851,0.00008518448,0.000029018569],"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":[0.000019013536,0.000027587012,0.8304746,0.000012105739,0.000007394369,4.434587e-9,0.0000336175,0.0002310374,0.16522494,0.0022806325,0.0006996915,0.0009893893],"study_design_scores_gemma":[0.00023773516,0.000074318064,0.9743606,0.00010480621,0.000009132507,0.000014988843,0.000046761015,0.0020233714,0.003809075,0.018519009,0.0006823,0.00011788859],"about_ca_topic_score_codex":0.000014411708,"about_ca_topic_score_gemma":0.0000017309055,"teacher_disagreement_score":0.16141586,"about_ca_system_score_codex":0.000035218265,"about_ca_system_score_gemma":0.000008053638,"threshold_uncertainty_score":0.26806164},"labels":[],"label_agreement":null},{"id":"W2275078469","doi":"","title":"Restoring a wetland complex for amphibian populations, south Okanagan Valley, British Columbia, Canada (2003 to 2014)","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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; Geography; Amphibian; Ecology; Forestry; Environmental protection; Archaeology; Biology","score_opus":0.014921385094136166,"score_gpt":0.19795431472411007,"score_spread":0.18303292962997392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275078469","genre_codex":"empirical","genre_gemma":"other","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":[0.99657094,0.00001385488,0.000031518295,0.00016727383,0.0006153956,0.0008908264,0.000799552,0.000035559828,0.00087506993],"genre_scores_gemma":[0.4078985,0.000007834442,0.0035534294,0.000025667434,0.00004843656,0.0000032740859,0.0028865049,0.000050530485,0.5855258],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983339,0.00004029004,0.00018831104,0.00050928385,0.0005157634,0.000412458],"domain_scores_gemma":[0.9989255,0.000013412357,0.00024557108,0.00036513727,0.00012278801,0.0003275885],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019536758,0.00018844203,0.00041740734,0.00006205646,0.00039667383,0.000092798844,0.00044278466,0.00017149476,0.0007211335],"category_scores_gemma":[0.000041597938,0.00033788828,0.000081124796,0.0002685517,0.0000336181,0.00015046504,0.00016028459,0.00012240198,0.000057160803],"study_design_candidate":"observational","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":[0.00015503302,0.000063258696,0.22603431,0.0003564849,0.00008332628,0.0000749681,0.023140714,0.0016352971,0.0003547462,0.0000058918185,0.7440002,0.004095762],"study_design_scores_gemma":[0.0019103945,0.00028710652,0.80900085,0.00045272644,0.00028481754,0.000016589,0.12158182,0.0029279143,0.00000685835,0.00021900315,0.061870284,0.0014416263],"about_ca_topic_score_codex":0.9981819,"about_ca_topic_score_gemma":0.999991,"teacher_disagreement_score":0.6821299,"about_ca_system_score_codex":0.0009514903,"about_ca_system_score_gemma":0.00021803331,"threshold_uncertainty_score":0.9999073},"labels":[],"label_agreement":null},{"id":"W2276732154","doi":"10.1017/cbo9781107296916.009","title":"Examples of South American coastal wetlands","year":2014,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Dalhousie University","funders":"","keywords":"Wetland; Mangrove; Geography; Intertidal zone; Marsh; Biota; Salt marsh; Bay; Ecology; Temperate climate; Fishery; Oceanography; Environmental science; Geology; Biology","score_opus":0.011427947782430312,"score_gpt":0.1706953917344775,"score_spread":0.1592674439520472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276732154","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":[0.014001194,0.000003105651,0.0018393978,0.0000036890044,0.00010499239,0.00025408235,0.00078628265,0.000072164046,0.9829351],"genre_scores_gemma":[0.18300924,0.000012914421,0.00012825726,0.0000148314175,0.00004401249,3.5811593e-7,0.00008127222,0.000042570256,0.81666654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851316,0.00003907324,0.0002478348,0.0005095627,0.00038296342,0.0003073898],"domain_scores_gemma":[0.99862725,0.000064856955,0.0004839071,0.0006042271,0.000024479194,0.00019526017],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001189715,0.0003572032,0.00056414213,0.0000911567,0.000107714535,0.0000181249,0.00056383247,0.00017412184,0.000049065246],"category_scores_gemma":[0.000007528789,0.00039639836,0.00022120436,0.000013373978,0.00065697293,0.000042365882,0.0010482837,0.00026211297,0.00007286868],"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":[0.0008614878,0.0000733544,0.017885674,0.00067279063,0.00066812313,0.00047013327,0.0008128054,0.0005071994,0.000880321,0.8961579,0.049742114,0.031268105],"study_design_scores_gemma":[0.00055749796,0.00018167349,0.002248446,0.00012323698,0.00019045296,0.0000173188,0.00010874813,0.00077677803,0.00008398063,0.0000062456293,0.9950468,0.00065884046],"about_ca_topic_score_codex":0.0020597358,"about_ca_topic_score_gemma":0.0008204593,"teacher_disagreement_score":0.9453047,"about_ca_system_score_codex":0.00016450943,"about_ca_system_score_gemma":0.00002338807,"threshold_uncertainty_score":0.9998488},"labels":[],"label_agreement":null},{"id":"W2277190537","doi":"10.1371/journal.pone.0149937","title":"Greenhouse Gas Fluxes from Salt Marshes Exposed to Chronic Nutrient Enrichment","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Geological Survey; Parks Canada; St. Francis Xavier University","keywords":"Salt marsh; Nutrient; Marsh; Animal science; Human fertilization; Flux (metallurgy); Environmental science; Chemistry; Agronomy; Wetland; Ecology; Biology","score_opus":0.017210994729248745,"score_gpt":0.18605547674776085,"score_spread":0.1688444820185121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277190537","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":[0.9958412,0.000051611212,0.00091179943,0.0010681086,0.00007555748,0.00048646744,0.00009023362,0.000118852215,0.0013561515],"genre_scores_gemma":[0.9956506,0.000105778214,0.0015417486,0.00013826827,0.00013598741,0.00008313484,0.000011766489,0.000031720967,0.0023010324],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99822915,0.00004153903,0.00025902825,0.00045314743,0.0005958113,0.00042133688],"domain_scores_gemma":[0.9990635,0.00009271984,0.00006761706,0.0005178436,0.000008014037,0.0002503365],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000121262136,0.00018269893,0.00023126615,0.000035734214,0.000080047685,0.0000335267,0.0003585539,0.000056849432,0.0039214077],"category_scores_gemma":[0.000040155177,0.00013232027,0.000050580285,0.00014576502,0.000043603108,0.00015175549,0.00051889254,0.000056277422,0.0076922765],"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":[0.00008476434,0.0015728679,0.11688197,0.000032678374,0.00010458248,0.000019543739,0.0003495181,0.000037118953,0.8645261,0.000043933418,0.0022391994,0.014107719],"study_design_scores_gemma":[0.0067946836,0.0038924832,0.26460987,0.0021621606,0.00041122077,0.000008188451,0.00020158608,0.005352392,0.6816441,0.0059121954,0.026220255,0.0027908792],"about_ca_topic_score_codex":0.0005283418,"about_ca_topic_score_gemma":0.004329711,"teacher_disagreement_score":0.18288201,"about_ca_system_score_codex":0.00083975476,"about_ca_system_score_gemma":0.000012543007,"threshold_uncertainty_score":0.99698913},"labels":[],"label_agreement":null},{"id":"W2287193909","doi":"10.82308/53454","title":"Modern pollen and vegetation relationships in Bay of Fundy salt marshes","year":2001,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Salt marsh; Marsh; Pollen; Bay; Vegetation (pathology); Ecology; Physical geography; Geography; Wetland; Geology; Oceanography; Biology","score_opus":0.016159624419595498,"score_gpt":0.2055806966577053,"score_spread":0.18942107223810978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287193909","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":[0.9454855,0.00006849464,0.000006414878,0.000043424217,0.00008894876,0.00031293236,0.00006716032,0.000051718842,0.053875428],"genre_scores_gemma":[0.99848765,0.000099812016,0.0006930413,0.000052408777,0.0000065176964,0.00002251193,0.00001814919,0.00003805504,0.00058183324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979229,0.00026413088,0.00054427795,0.000488696,0.0003960268,0.00038394184],"domain_scores_gemma":[0.99904835,0.00021524855,0.00019182751,0.00035621892,0.000019238514,0.00016910372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009328081,0.0002312026,0.0002851401,0.00014914341,0.0003296062,0.000025136505,0.0002300611,0.00018040085,0.00017453307],"category_scores_gemma":[0.0002633756,0.00024128548,0.00006515976,0.00050975004,0.00008690407,0.00081506016,0.00029407747,0.00039990962,0.00017509972],"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":[0.00019920258,0.00043794434,0.7616126,0.00017528146,0.00004799077,0.00007192334,0.000088613735,0.0108922385,0.03061225,0.016861115,0.000002902424,0.17899795],"study_design_scores_gemma":[0.001609973,0.00017578309,0.8747694,0.00021344109,0.00005056866,0.00010068882,0.00020294894,0.023297373,0.0017865438,0.09176709,0.0052446323,0.00078154745],"about_ca_topic_score_codex":0.0005977244,"about_ca_topic_score_gemma":0.025630346,"teacher_disagreement_score":0.1782164,"about_ca_system_score_codex":0.00042686294,"about_ca_system_score_gemma":0.000005636771,"threshold_uncertainty_score":0.99214935},"labels":[],"label_agreement":null},{"id":"W2289834986","doi":"10.5539/enrr.v6n1p125","title":"Determination of Soil-Related Factors Controlling Initial Nipa (Nypa fruticans Wurmb.) Growth in an Abandoned Shrimp Pond","year":2016,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"National IT Industry Promotion Agency","keywords":"Shrimp; Environmental science; Water content; Sowing; Chemistry; Horticulture; Ecology; Biology; Geology","score_opus":0.017700159056200208,"score_gpt":0.27703605992779506,"score_spread":0.25933590087159486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289834986","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":[0.998506,0.00012245183,0.000053187738,0.00017176889,0.000043640353,0.00036189955,0.00002386721,0.000013618466,0.0007035497],"genre_scores_gemma":[0.99917924,0.00013455392,0.00006238029,0.0000063882576,0.000023516082,0.000014659297,0.000014099097,0.000019645846,0.0005455326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974172,0.0003410857,0.00039267255,0.00044349075,0.00087232626,0.0005332345],"domain_scores_gemma":[0.99904627,0.00046298178,0.00009574873,0.00021049439,0.000009428865,0.00017506618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010179329,0.00018056316,0.0002582861,0.00021618763,0.00016506507,0.000041330903,0.00030251028,0.00014060493,0.00056733395],"category_scores_gemma":[0.00015583378,0.00012082925,0.000053491938,0.00021866092,0.00048628182,0.00037387398,0.0003887195,0.0003185694,0.000045865614],"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":[0.0005422367,0.00017175131,0.83578897,0.000028177905,0.000016038024,0.000029046987,0.0025609916,0.00010208181,0.12376629,0.00004874468,0.0000118010375,0.03693387],"study_design_scores_gemma":[0.0032055427,0.0006059939,0.9630941,0.000106090854,0.00001488514,0.000007751234,0.00065866107,0.021112194,0.009350143,0.0010422866,0.00040886507,0.00039345573],"about_ca_topic_score_codex":0.00065649964,"about_ca_topic_score_gemma":0.0010590681,"teacher_disagreement_score":0.12730516,"about_ca_system_score_codex":0.0002709603,"about_ca_system_score_gemma":0.0000067089377,"threshold_uncertainty_score":0.6211909},"labels":[],"label_agreement":null},{"id":"W2301608602","doi":"10.1016/s0967-0653(97)89043-6","title":"10.1016/s0967-0653(97)89043-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":43,"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":"Wetland; Estuary; Hydrology (agriculture); Salt marsh; Structural basin; Marsh; Water level; Environmental science; Vegetation (pathology); Geology; Geography; Ecology; Oceanography; Geomorphology; Cartography","score_opus":0.00392908046767895,"score_gpt":0.1516954584818807,"score_spread":0.14776637801420175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301608602","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":[0.0033181317,0.000007022583,0.0000023660898,0.0001341145,0.0000021275223,0.00019639843,0.000020635232,0.00010767057,0.9962115],"genre_scores_gemma":[0.0007404591,1.6813641e-7,0.00012669215,0.000029781744,0.000052222276,0.000016157472,0.000015489746,0.000023540368,0.9989955],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889594,0.000030309164,0.00017966196,0.00029945263,0.00024883135,0.00034580752],"domain_scores_gemma":[0.99939686,0.000026138312,0.000026247944,0.00034608057,0.0000036830174,0.0002010089],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014769888,0.0001486208,0.00014582374,0.00002506751,0.00009437025,0.000041019826,0.0002978755,0.000057169877,0.9997317],"category_scores_gemma":[0.00001337623,0.00014064477,0.000055853514,0.00021978705,0.000035884426,0.00014116406,0.00016912833,0.00008393348,0.999938],"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":[0.00003554489,0.000039646242,0.0000031519205,0.000003329289,0.0000050163694,0.000007198957,0.000018068145,0.0013828926,0.000024700195,2.0929475e-7,0.050136436,0.9483438],"study_design_scores_gemma":[0.00015147781,0.00007991825,0.00011035505,0.0000086683385,0.000007312624,0.000013566198,0.0000011336876,0.00368504,0.000020135167,0.000009246751,0.99571556,0.00019755801],"about_ca_topic_score_codex":0.00022137135,"about_ca_topic_score_gemma":0.000025179384,"teacher_disagreement_score":0.9481462,"about_ca_system_score_codex":0.00013036167,"about_ca_system_score_gemma":0.0000050418225,"threshold_uncertainty_score":0.5735327},"labels":[],"label_agreement":null},{"id":"W2302304515","doi":"10.3390/rs8030226","title":"Examining the Influence of Seasonality, Condition, and Species Composition on Mangrove Leaf Pigment Contents and Laboratory Based Spectroscopy Data","year":2016,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University; Western University; Nipissing University","funders":"Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Instituto de Ciencias del Mar y Limnología, Universidad Nacional Autónoma de México; Universidad Nacional Autónoma de México; Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Rhizophora mangle; Mangrove; Botany; Dry season; Wet season; Biology; Chlorophyll a; Chlorophyll; Seasonality; Ecology","score_opus":0.024111834770313995,"score_gpt":0.23817402386272665,"score_spread":0.21406218909241265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2302304515","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":[0.9964724,0.000013505367,0.0023474712,0.0004193035,0.00003410257,0.00014291557,0.00011385042,0.000013454207,0.00044300756],"genre_scores_gemma":[0.9986704,0.000017254693,0.0010350388,0.0001955883,0.000017604218,1.2235848e-8,0.000013298599,0.0000076421,0.000043145632],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991544,0.000086240936,0.00014977982,0.0002576708,0.0002183858,0.00013354115],"domain_scores_gemma":[0.99929863,0.00018907464,0.00010771114,0.0003428297,0.000014063658,0.000047660244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028149577,0.00009606525,0.00011710374,0.000013640603,0.000112427886,0.000030155403,0.00009359169,0.00002663781,0.000021947604],"category_scores_gemma":[0.000042185147,0.00006212513,0.000007987738,0.000063946594,0.00022903546,0.00016007033,0.00023819579,0.000047562466,0.000012160344],"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":[0.000054956225,0.000014136093,0.034639124,0.000033877855,0.0000131199295,0.000009803093,0.00009707656,0.0003480033,0.95926183,0.000036915153,0.00015207352,0.005339106],"study_design_scores_gemma":[0.0009543281,0.00015164872,0.8834747,0.0007628733,0.000036000067,0.000028526008,0.00020018296,0.08514329,0.02834316,0.00022099708,0.00044068875,0.00024358685],"about_ca_topic_score_codex":0.00010255867,"about_ca_topic_score_gemma":0.00015405996,"teacher_disagreement_score":0.93091863,"about_ca_system_score_codex":0.00007991063,"about_ca_system_score_gemma":0.000005826176,"threshold_uncertainty_score":0.25333893},"labels":[],"label_agreement":null},{"id":"W231368615","doi":"10.1023/a:1005240000042","title":"Nutrient Retention in a Northern Prairie Marsh (Frank Lake, Alberta) Receiving Municipal and Agro-Industrial Wastewater","year":2001,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Marsh; Eutrophication; Environmental science; Wetland; Hydrology (agriculture); Water quality; Phosphorus; Nutrient; Sediment; Wastewater; Environmental engineering; Ecology; Chemistry; Geology; Biology; Geomorphology","score_opus":0.011599486534343988,"score_gpt":0.19380580469880834,"score_spread":0.18220631816446436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W231368615","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":[0.99551535,0.000009390071,0.000044598153,0.0017950534,0.00030010924,0.00036895394,0.000010290178,0.00003696155,0.0019192842],"genre_scores_gemma":[0.9963352,0.000018668876,0.000023203576,0.000059479804,0.000105402214,0.0000323226,0.00007415236,0.000024586883,0.0033269618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822116,0.00011006518,0.00038748764,0.00043842895,0.00028807676,0.000554761],"domain_scores_gemma":[0.99951124,0.000015726851,0.00007511871,0.0002708843,0.0000066948946,0.0001203051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046377626,0.00021461482,0.00020667481,0.00008362098,0.00015277324,0.000048167243,0.00014122415,0.00017888816,0.0002077165],"category_scores_gemma":[0.000024889106,0.0001678984,0.00006544197,0.00019756531,0.00007348662,0.00041210905,0.00029586494,0.00020181788,0.0004112044],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037767558,0.00018915944,0.9674017,0.00002530463,0.000021232363,0.000047984784,0.0033706357,0.0076980954,0.011353213,0.000010578457,0.0005157983,0.008988614],"study_design_scores_gemma":[0.009391974,0.00068685855,0.8512339,0.00056141,0.00012457516,0.00040691992,0.0016575358,0.07774624,0.006238924,0.0014814553,0.04864571,0.0018245149],"about_ca_topic_score_codex":0.012141424,"about_ca_topic_score_gemma":0.5484431,"teacher_disagreement_score":0.5363017,"about_ca_system_score_codex":0.0003201417,"about_ca_system_score_gemma":0.000006753354,"threshold_uncertainty_score":0.9944368},"labels":[],"label_agreement":null},{"id":"W2320216588","doi":"10.6000/1927-5129.2012.08.02.66","title":"Effect of Heavy Metal Pollution on Leaf Litter Decomposition of Two Species of Mangroves, Avicennia marina and Rhizophora mucronata","year":2012,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"","keywords":"Rhizophora mucronata; Avicennia marina; Mangrove; Litter; Decomposition; Botany; Pollution; Dry weight; Biology; Chemistry; Horticulture; Animal science; Ecology","score_opus":0.00768681677829514,"score_gpt":0.24578522303654668,"score_spread":0.23809840625825154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320216588","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":[0.9944562,0.00011492044,0.0002403258,0.00007253625,0.00016168616,0.00014243156,0.000011887109,0.0000025375277,0.004797482],"genre_scores_gemma":[0.9990734,0.000023111686,0.00079107936,0.000022645907,0.000053157146,0.0000012946392,0.0000010533831,0.0000049663895,0.000029317966],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99845856,0.00008484024,0.00048663173,0.00014102011,0.0006121343,0.00021681293],"domain_scores_gemma":[0.9989686,0.00015916635,0.0006414881,0.00012563639,0.000013827332,0.00009130032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019217076,0.00012680276,0.0003560119,0.00012996746,0.00007944965,0.000016062246,0.00025286895,0.000039230697,0.00016332394],"category_scores_gemma":[0.000018262399,0.000089188,0.000088662666,0.00028040117,0.00045296882,0.0003472953,0.00015108591,0.00010558185,0.000008130193],"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":[0.0010922082,0.00044871029,0.16676499,0.00029341067,0.000065840286,0.0000034993916,0.0010051631,0.0017462852,0.7944367,0.0018767479,0.00021751245,0.032048967],"study_design_scores_gemma":[0.0021371688,0.0039059368,0.5649969,0.00027848428,0.00020149903,0.00016977698,0.0007077331,0.002014268,0.42399096,0.0009287637,0.00032219684,0.00034631608],"about_ca_topic_score_codex":0.000112572525,"about_ca_topic_score_gemma":0.00005339815,"teacher_disagreement_score":0.3982319,"about_ca_system_score_codex":0.000080123114,"about_ca_system_score_gemma":0.000013242437,"threshold_uncertainty_score":0.3636981},"labels":[],"label_agreement":null},{"id":"W2320913280","doi":"10.1061/40855(214)40","title":"Factors Controlling Tidal Flat Response to Sea Level Rise: Roberts Bank, British Columbia, Canada","year":2006,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Shore; Sea level rise; Sea level; Oceanography; Climate change; Economic shortage; Marsh; Current (fluid); Geology; Physical geography; Tidal irrigation; Tidal flat; Sediment; Geography; Geomorphology; Ecology; Estuary; Wetland","score_opus":0.007353513659906428,"score_gpt":0.1760158567236578,"score_spread":0.16866234306375136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320913280","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":[0.98939526,0.000009299305,0.0009649819,0.00021528568,0.00025040284,0.00033931262,0.0003774254,0.000058071608,0.008389971],"genre_scores_gemma":[0.9413422,4.7575955e-7,0.00025236493,0.00019744248,0.00003546727,0.000011329685,0.000028759707,0.000023678022,0.058108285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982057,0.00008009007,0.00030753983,0.00039465644,0.0005029273,0.000509075],"domain_scores_gemma":[0.9992748,0.00016397446,0.00005438549,0.00024925012,0.000011685281,0.00024592783],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030074271,0.0001429623,0.00023435455,0.000015674188,0.00024193671,0.0002887142,0.0002570661,0.00006715633,0.004445477],"category_scores_gemma":[0.00006668369,0.00019171924,0.000057101748,0.0002028113,0.00003079654,0.00013718044,0.00021865364,0.00009360559,0.000115553434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004800361,0.000020943302,0.89533275,0.000004530658,0.0000073026913,0.00007087721,0.000021454263,0.0073984237,0.0015086501,0.0000012685142,0.09449458,0.0010912151],"study_design_scores_gemma":[0.00044805507,0.00003661984,0.95140225,0.000014994826,0.0000077832665,0.00001911611,0.00006610988,0.007052093,0.000091651185,0.000029824345,0.04050876,0.00032272591],"about_ca_topic_score_codex":0.9983756,"about_ca_topic_score_gemma":0.9999623,"teacher_disagreement_score":0.056069516,"about_ca_system_score_codex":0.00089450396,"about_ca_system_score_gemma":0.000086916945,"threshold_uncertainty_score":0.9964646},"labels":[],"label_agreement":null},{"id":"W2321237218","doi":"10.1061/40628(268)19","title":"Flocculation and the Fate of Drill Mud Discharges","year":2002,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Acadia University; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Settling; Benthic zone; Geology; Flocculation; Seabed; Drilling; Sediment; Sedimentation; Shear stress; Sediment transport; Oceanography; Turbulence; Continental shelf; Drill cuttings; Geomorphology; Geotechnical engineering; Environmental science; Mechanics; Drilling fluid; Meteorology; Materials science; Geography","score_opus":0.005829297344137584,"score_gpt":0.16632618464537124,"score_spread":0.16049688730123365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321237218","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":[0.95077664,0.00002034349,0.0008456303,0.0005570912,0.000029320348,0.00009803383,0.0000022540644,0.000009900956,0.0476608],"genre_scores_gemma":[0.99741477,0.00002434087,0.00016615046,0.00002826992,0.0000056246326,0.0000020796076,7.844565e-7,0.0000023775092,0.0023555811],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968493,0.000016668126,0.00008275239,0.000070926224,0.0000832217,0.00006152721],"domain_scores_gemma":[0.99983263,0.000028341225,0.000026915564,0.00009344877,0.0000012481058,0.000017441764],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009149847,0.000036062967,0.000056001543,0.0000052791756,0.000037222162,0.000007925914,0.000047872596,0.000012608897,0.0018749498],"category_scores_gemma":[0.000008950335,0.000019346562,0.000016466716,0.000047432648,0.00007625207,0.0000680817,0.0000855487,0.000017652425,0.00011397292],"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":[0.00004722322,0.00008114424,0.9290922,0.000036838814,0.000026453677,0.000001513323,0.0029567732,0.0043272283,0.003902907,0.013113505,0.0036130813,0.0428011],"study_design_scores_gemma":[0.0007015597,0.00001882816,0.19103508,0.000006121905,0.000010527822,0.0000064674914,0.00013762068,0.8037052,0.00021259754,0.0016768272,0.0023929595,0.00009621516],"about_ca_topic_score_codex":0.00032543362,"about_ca_topic_score_gemma":0.0007094879,"teacher_disagreement_score":0.799378,"about_ca_system_score_codex":0.000008742522,"about_ca_system_score_gemma":1.5297739e-7,"threshold_uncertainty_score":0.99903744},"labels":[],"label_agreement":null},{"id":"W2322167508","doi":"10.1061/40549(276)67","title":"Wave Attenuation by Emergent Wetland Vegetation","year":2001,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Wetland; Shore; Vegetation (pathology); Attenuation; Environmental science; Hydrology (agriculture); Remote sensing; Geology; Ecology; Oceanography; Geotechnical engineering; Physics","score_opus":0.009214122364151303,"score_gpt":0.20227465559254032,"score_spread":0.193060533228389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322167508","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":[0.9070982,0.000009421111,0.011924183,0.0003579236,0.00011723773,0.000118029566,0.0000018594516,0.000040499366,0.08033265],"genre_scores_gemma":[0.992764,0.000021840307,0.00023592755,0.00009470646,0.000015397076,0.000007968109,0.000042271335,0.0000066962516,0.0068111927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993873,0.000015524565,0.00012687492,0.00015417825,0.00017634318,0.00013974044],"domain_scores_gemma":[0.9997853,0.000009523052,0.000034854405,0.000110722205,0.0000034410884,0.000056164175],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009641955,0.00006605605,0.00005404892,0.000011476072,0.00005777994,0.00001559843,0.000050552804,0.000029190553,0.0037685405],"category_scores_gemma":[0.000007218093,0.00005655337,0.000021818063,0.00011230453,0.000013012208,0.00014318283,0.000052163425,0.000030003492,0.0016820492],"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":[0.000018105418,0.00012673986,0.860434,0.0000118037815,0.000013557279,0.000009255698,0.0003283914,0.00321134,0.037794743,0.0001465447,0.041854434,0.056051094],"study_design_scores_gemma":[0.00076729106,0.00011376304,0.56381655,0.000013595723,0.000020984582,0.00003361701,0.00015081301,0.31821254,0.0012885173,0.001028509,0.11408559,0.00046827126],"about_ca_topic_score_codex":0.00049303565,"about_ca_topic_score_gemma":0.00407854,"teacher_disagreement_score":0.3150012,"about_ca_system_score_codex":0.00008975707,"about_ca_system_score_gemma":0.0000014033292,"threshold_uncertainty_score":0.99909526},"labels":[],"label_agreement":null},{"id":"W2336306865","doi":"10.2112/jcoastres-d-15-00160.1","title":"Spatial and Temporal Sediment Dynamics in a Subarctic Salt Marsh (Gulf of St. Lawrence, Canada)","year":2016,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec; Université du Québec à Rimouski","funders":"Parks Canada","keywords":"Salt marsh; Marsh; Geology; Sediment; Aeolian processes; Oceanography; Radiocarbon dating; Inlet; Estuary; Hydrology (agriculture); Geomorphology; Wetland; Ecology","score_opus":0.015775393143246032,"score_gpt":0.2688816371469845,"score_spread":0.25310624400373843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336306865","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":[0.99603206,0.000024901805,0.00071338646,0.0011949476,0.00013427022,0.00015594636,0.00007638157,0.0000018060556,0.0016663097],"genre_scores_gemma":[0.99917567,0.00006424074,0.000178828,0.000010119779,0.000038563696,0.0000022489244,0.000001718599,0.000012325498,0.00051627465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99696547,0.00020859143,0.0005648697,0.00017193524,0.0016527547,0.0004363803],"domain_scores_gemma":[0.9989028,0.0003662255,0.00021479322,0.00016880676,0.00009527201,0.0002521047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002070911,0.00011068809,0.00027407287,0.00017276518,0.000056953108,0.00002400127,0.00031419334,0.000057850186,0.0003416574],"category_scores_gemma":[0.00027277877,0.00007550693,0.000042344254,0.00032379868,0.00025026296,0.00021880044,0.00052103604,0.00031606457,0.0000056599306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034796537,0.000107767424,0.9673278,0.00005140825,0.000014907017,0.00022165642,0.000073141724,0.000053133368,0.0025876092,0.0001232262,0.0010318295,0.028059553],"study_design_scores_gemma":[0.0039240066,0.0020219774,0.96205676,0.0008759841,0.000015141295,0.00046584863,0.0014032809,0.019368492,0.0010446468,0.0036304763,0.004759527,0.00043384603],"about_ca_topic_score_codex":0.32296225,"about_ca_topic_score_gemma":0.9698617,"teacher_disagreement_score":0.64689946,"about_ca_system_score_codex":0.0011537474,"about_ca_system_score_gemma":0.0004456306,"threshold_uncertainty_score":0.6815462},"labels":[],"label_agreement":null},{"id":"W2340781510","doi":"10.1139/juvs-2015-0016","title":"Use of fixed-wing and multi-rotor unmanned aerial vehicles to map dynamic changes in a freshwater marsh","year":2016,"lang":"en","type":"article","venue":"Journal of Unmanned Vehicle Systems","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Wetland; Marsh; Quadrat; Fixed wing; Vegetation (pathology); Environmental science; Habitat; Aerial photography; Cartography; Aerial survey; Remote sensing; Physical geography; Geography; Ecology; Biology; Engineering; Wing","score_opus":0.017236445966591653,"score_gpt":0.2293390155198725,"score_spread":0.21210256955328086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340781510","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":[0.9972835,0.0000891292,0.00043198073,0.0008649639,0.0006759971,0.00054349506,0.000086571745,0.000014440745,0.000009888943],"genre_scores_gemma":[0.99825543,0.00004258452,0.00096792,0.00003844676,0.00011169936,0.000016275277,0.0000013053597,0.000035099212,0.00053121545],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977037,0.00021686684,0.0008754388,0.00029113996,0.0004664878,0.00044640372],"domain_scores_gemma":[0.99872124,0.00018352293,0.0005249531,0.00027015273,0.00004945484,0.00025065872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008639029,0.00023529226,0.00056726893,0.00025674488,0.00006207606,0.00007853478,0.00030961222,0.00013640425,0.00006492239],"category_scores_gemma":[0.00011349864,0.00015954042,0.00009123382,0.00021996719,0.000083278865,0.00053689315,0.00029873778,0.00013712246,0.000054899803],"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":[0.000781193,0.00019995036,0.3251397,0.00024239074,0.000070465874,0.00013397718,0.0011539337,0.0025049138,0.6603937,0.000013518875,0.0006698112,0.00869645],"study_design_scores_gemma":[0.017284809,0.0044469945,0.71642417,0.009849502,0.0001862864,0.0008685079,0.003014497,0.19503248,0.020736363,0.00019897928,0.02960368,0.0023537667],"about_ca_topic_score_codex":0.00095309515,"about_ca_topic_score_gemma":0.016186418,"teacher_disagreement_score":0.6396573,"about_ca_system_score_codex":0.00035994718,"about_ca_system_score_gemma":0.000017336773,"threshold_uncertainty_score":0.9032401},"labels":[],"label_agreement":null},{"id":"W2344784410","doi":"10.5751/es-08372-210210","title":"Ecosystem service delivery in restoration projects: the effect of ecological succession on the benefits of tidal marsh restoration","year":2016,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":38,"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":"Restoration ecology; Ecological succession; Marsh; Ecosystem services; Ecology; Ecosystem; Environmental resource management; Salt marsh; Environmental science; Geography; Wetland; Biology","score_opus":0.008517302944092526,"score_gpt":0.20726385743354409,"score_spread":0.19874655448945155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344784410","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":[0.99795264,0.000009352317,0.000007708997,0.0012016379,0.00009157335,0.00042806758,0.000012254061,0.000006892489,0.00028987642],"genre_scores_gemma":[0.99977577,0.0000384735,0.000013461722,0.00007898042,0.000015493897,0.000038248967,0.0000028026984,0.0000036110307,0.000033169563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989947,0.00039302258,0.00021290492,0.00016060309,0.00011590017,0.00012287789],"domain_scores_gemma":[0.99877346,0.0008966995,0.00015292063,0.00014947283,0.000011060932,0.000016415845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011732243,0.000080939666,0.00014520778,0.000009930709,0.00012663357,0.00000502196,0.0001346015,0.00014580494,0.000072599985],"category_scores_gemma":[0.00007289282,0.00003474706,0.0000411891,0.00013702833,0.000074353484,0.00009819522,0.00013483803,0.00008860254,0.000016384907],"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":[0.00014822096,0.000054345983,0.9912306,0.000060857485,0.0000116868805,5.8595816e-7,0.0009879259,0.0014826744,0.0038170395,0.00033283897,0.00057018595,0.0013030305],"study_design_scores_gemma":[0.00046909667,0.0005668533,0.99138314,0.00005581949,0.000009606884,0.000002543461,0.00026323865,0.006206862,0.00082451425,0.00007250284,0.00008779796,0.000058054167],"about_ca_topic_score_codex":0.00014685118,"about_ca_topic_score_gemma":0.020625327,"teacher_disagreement_score":0.020478476,"about_ca_system_score_codex":0.00012885955,"about_ca_system_score_gemma":0.000010394192,"threshold_uncertainty_score":0.9972457},"labels":[],"label_agreement":null},{"id":"W2345862122","doi":"10.1371/journal.pone.0154735","title":"The Effectiveness, Costs and Coastal Protection Benefits of Natural and Nature-Based Defences","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":757,"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":"Science for Nature and People Partnership; Wildlife Conservation Society; Nature Conservancy; World Bank Group; Université Laval; Lyda Hill Foundation","keywords":"Salt marsh; Habitat; Coral reef; Marsh; Reef; Seagrass; Environmental science; Marine habitats; Coastal management; Coastal erosion; Mangrove; Kelp forest; Ecology; Biodiversity; Fishery; Blue carbon; Wetland; Environmental resource management; Shore; Biology","score_opus":0.00803779537675214,"score_gpt":0.17808070691998665,"score_spread":0.1700429115432345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345862122","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":[0.99897504,0.00017538051,0.000041174866,0.00016669823,0.000039332812,0.00036576172,0.000018276134,0.000014312723,0.00020402441],"genre_scores_gemma":[0.99977493,0.000049990278,0.000080952275,0.0000072136736,0.000011293303,0.000028888031,0.0000010034327,0.000005573659,0.000040157935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993684,0.00006975131,0.00008491063,0.00015641695,0.00020325494,0.00011721631],"domain_scores_gemma":[0.999527,0.00027693165,0.000052745836,0.00009797192,0.00001102282,0.000034333538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002745294,0.00007254202,0.00009634276,0.000011768926,0.000114881106,0.000017602837,0.00006482853,0.00005007817,0.000008724208],"category_scores_gemma":[0.00011810933,0.000038718397,0.000012651787,0.00006590932,0.00015745833,0.000100067045,0.0001016154,0.00007590292,0.000006371348],"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":[0.00048453512,0.00022404331,0.62326735,0.00015089032,0.000064253094,9.848652e-7,0.000034202112,0.000016623535,0.315779,0.00033085773,0.0000057129046,0.05964157],"study_design_scores_gemma":[0.0005669255,0.00021798404,0.9083417,0.00036545895,0.00002932952,0.000003885787,0.000015951828,0.0029945634,0.08694924,0.00036084006,0.000025084792,0.00012903304],"about_ca_topic_score_codex":0.00018588125,"about_ca_topic_score_gemma":0.0037958806,"teacher_disagreement_score":0.28507438,"about_ca_system_score_codex":0.000042603922,"about_ca_system_score_gemma":0.0000040569366,"threshold_uncertainty_score":0.21181905},"labels":[],"label_agreement":null},{"id":"W2346714961","doi":"10.1007/s11273-016-9493-z","title":"Is peat accumulation in mangrove swamps influenced by the “enzymic latch” mechanism?","year":2016,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Bangor University; Florida Gulf Coast University","keywords":"Mangrove; Peat; Swamp; Chemistry; Phenol; Botany; Substrate (aquarium); Phenols; Decomposition; Horticulture; Environmental chemistry; Biology; Biochemistry; Ecology; Organic chemistry","score_opus":0.007976783114451446,"score_gpt":0.2236252805714732,"score_spread":0.21564849745702178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346714961","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":[0.98873675,0.000009563687,0.0011910724,0.002897547,0.00013346502,0.00044886596,0.000011453153,0.000026254887,0.006545039],"genre_scores_gemma":[0.9941396,0.00020472294,0.000067326655,0.00083293667,0.000010521276,0.00007161349,0.000007101423,0.000008212366,0.004657953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990701,0.000052979183,0.00018627467,0.00030198254,0.000115250936,0.00027338503],"domain_scores_gemma":[0.9996087,0.00006606685,0.000062133375,0.00021767915,0.0000025277488,0.000042911175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002994748,0.00012306316,0.000120072575,0.000042012158,0.00011448353,0.000019309586,0.00018126146,0.000075152246,0.0006628712],"category_scores_gemma":[0.000006827408,0.00007315394,0.000024486471,0.0001070772,0.0000643442,0.00014050765,0.00039568418,0.000055105487,0.0002853488],"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":[0.00006542916,0.000068857786,0.96624595,0.000031055446,0.000042087526,0.000021149073,0.0004503833,0.00012733374,0.0015424237,0.0044226334,0.011044322,0.015938371],"study_design_scores_gemma":[0.0013466926,0.00009188842,0.9693331,0.000021842287,0.000025586387,0.000008769043,0.00016333254,0.0029983188,0.00016960621,0.008665698,0.016969621,0.00020555449],"about_ca_topic_score_codex":0.00016151746,"about_ca_topic_score_gemma":0.006155294,"teacher_disagreement_score":0.015732817,"about_ca_system_score_codex":0.00012548671,"about_ca_system_score_gemma":0.0000017063521,"threshold_uncertainty_score":0.7257975},"labels":[],"label_agreement":null},{"id":"W2414182522","doi":"10.7202/1036508ar","title":"Recharge en sable et revégétalisation de 2 plages de l’estuaire du Saint-Laurent, Québec","year":2016,"lang":"fr","type":"article","venue":"Le Naturaliste canadien","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Musée de la Civilisation","funders":"Medical Research Council","keywords":"Geography; Forestry","score_opus":0.0055431820669413715,"score_gpt":0.20220165184599925,"score_spread":0.19665846977905788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2414182522","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":[0.86997867,0.0016963365,0.0004659174,0.11814116,0.0011993106,0.00041097726,0.00060841074,0.00009063574,0.007408555],"genre_scores_gemma":[0.9518204,0.0006690469,0.0005184163,0.0016263146,0.000265618,0.00002545014,0.000054468575,0.00005251189,0.04496778],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973563,0.00044656356,0.00036579373,0.00053152884,0.00028558137,0.0010142464],"domain_scores_gemma":[0.9985028,0.0003222185,0.00019199438,0.00044952767,0.000028851466,0.00050459],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00092843286,0.00031760847,0.00028569243,0.00006831939,0.00027398663,0.00009241207,0.00050000043,0.00035523347,0.0009089641],"category_scores_gemma":[0.00047641536,0.00027117357,0.00013033973,0.00022718692,0.0001871956,0.0006560384,0.00023152665,0.00031756074,0.0004335219],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014390796,0.0002032012,0.62030476,0.00047340288,0.00016620033,0.0006055564,0.010454498,0.0014986877,0.015666768,0.05054422,0.2017513,0.09818747],"study_design_scores_gemma":[0.0011039001,0.00015220123,0.14454816,0.0007022906,0.000075112934,0.00066563714,0.00060893456,0.0066654603,0.0008657914,0.001574374,0.84219235,0.00084575964],"about_ca_topic_score_codex":0.93855506,"about_ca_topic_score_gemma":0.98864526,"teacher_disagreement_score":0.64044106,"about_ca_system_score_codex":0.012042093,"about_ca_system_score_gemma":0.0005138656,"threshold_uncertainty_score":0.9999741},"labels":[],"label_agreement":null},{"id":"W2417079183","doi":"10.2166/wst.2002.0512","title":"Effect of solids retention time on floc structure","year":2002,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; McMaster University; Environment and Climate Change Canada; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental scanning electron microscope; Extracellular polymeric substance; Scanning electron microscope; Chemical engineering; Transmission electron microscopy; Chemistry; Materials science; Composite material","score_opus":0.0028479853215724812,"score_gpt":0.1815360985119837,"score_spread":0.17868811319041122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417079183","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":[0.9947048,0.0000037263615,0.000087203545,0.00033360958,0.00014597562,0.0001739234,0.0000048669785,0.000105957115,0.004439984],"genre_scores_gemma":[0.9991445,0.0000015627583,0.00012820646,0.0000183874,0.0000079681295,0.0000056821586,0.0000018101674,0.000007052864,0.00068480754],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986793,0.000025898222,0.00016696598,0.00038703193,0.00033066393,0.00041018784],"domain_scores_gemma":[0.99942636,0.000011318205,0.000049582155,0.00045725156,0.000008124099,0.00004735391],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003652016,0.00012324534,0.00016597098,0.00026961314,0.00014891587,0.000018114672,0.00062921987,0.00012397216,0.0016402692],"category_scores_gemma":[0.000037995997,0.000077295794,0.000034499364,0.00080117874,0.00080343545,0.00017650421,0.00044328225,0.00013101776,0.0015578767],"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":[0.00001134489,0.000021197848,0.010524488,0.000011235099,0.0000018905929,0.000006352151,0.00012254572,0.0006371355,0.96460176,0.00007861582,0.00014023052,0.0238432],"study_design_scores_gemma":[0.00027770374,0.0011972317,0.00087314635,0.000019446075,0.000009069203,0.000054735057,0.000009530092,0.038805675,0.9567002,0.00093803613,0.00093988003,0.00017535355],"about_ca_topic_score_codex":0.00002004044,"about_ca_topic_score_gemma":0.0000252297,"teacher_disagreement_score":0.03816854,"about_ca_system_score_codex":0.00013831702,"about_ca_system_score_gemma":0.0000018518476,"threshold_uncertainty_score":0.99927235},"labels":[],"label_agreement":null},{"id":"W2417555396","doi":"10.5751/ace-00377-050102","title":"Contrasting Seasonal Survivorship of Two Migratory Songbirds Wintering in Threatened Mangrove Forests","year":2010,"lang":"en","type":"article","venue":"Avian Conservation and Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bird Studies Canada","keywords":"Threatened species; Ecology; Mangrove; Survivorship curve; Geography; Habitat; Biology","score_opus":0.007577082599663355,"score_gpt":0.22049625560668495,"score_spread":0.2129191730070216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417555396","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":[0.99809057,0.000004361167,0.00008973791,0.00043214124,0.00018733181,0.00012598353,0.000005545008,0.0000152065295,0.0010491414],"genre_scores_gemma":[0.9993989,0.0000023004327,0.0002641296,0.00019558101,0.000014813707,0.000011007831,0.000007809314,0.000007725723,0.00009776018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993087,0.000043665623,0.0002165914,0.00017485497,0.00006551738,0.00019067533],"domain_scores_gemma":[0.9995973,0.00015235206,0.00008935124,0.00009445284,0.000009602135,0.000056950787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003396474,0.00008294812,0.00015041414,0.000037620284,0.000044232227,0.000010901845,0.000077771736,0.00007356337,0.00027156417],"category_scores_gemma":[0.000075403215,0.00008414219,0.000020508196,0.00008832879,0.000108134926,0.0001165461,0.000091834656,0.000115525865,0.000021018044],"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":[0.000020522359,0.000019783982,0.9901396,0.0000125381885,0.0000038431735,0.0000058189867,0.00016162073,0.00002401435,0.007550651,0.00043846917,0.000016652359,0.0016064838],"study_design_scores_gemma":[0.0005111378,0.000036696943,0.9774765,0.00001040499,0.000003862421,0.000017166181,0.00008020256,0.020895118,0.00015570605,0.0006536036,0.00007873988,0.00008090199],"about_ca_topic_score_codex":0.0024219512,"about_ca_topic_score_gemma":0.6981817,"teacher_disagreement_score":0.6957598,"about_ca_system_score_codex":0.000033714245,"about_ca_system_score_gemma":0.000012477977,"threshold_uncertainty_score":0.36612818},"labels":[],"label_agreement":null},{"id":"W2428077912","doi":"","title":"A Review of the Wetland Identification, Delineation, and Management Strategies Used in the United States, Canada, Central America, and the Caribbean","year":2003,"lang":"en","type":"review","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Geography; Wetland; Caribbean region; Environmental resource management; Environmental planning; Environmental protection; Latin Americans; Political science; Environmental science; Ecology; Biology","score_opus":0.011018348085181791,"score_gpt":0.23754702053673127,"score_spread":0.22652867245154948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2428077912","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022708555,0.99517673,0.00027765872,0.00071887625,0.00007125674,0.0025761959,0.000106630025,0.000004882039,0.00084066705],"genre_scores_gemma":[0.0003583661,0.99842113,0.000021435248,0.0005860865,0.0000050951962,0.000095962074,0.00019197928,0.000011071328,0.00030885622],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978752,0.0006256636,0.0006914519,0.0002625067,0.000337667,0.00020749948],"domain_scores_gemma":[0.99886984,0.00017955701,0.00038520043,0.0005140391,0.000014205957,0.000037150483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058786606,0.00022543465,0.00053786364,0.00003054933,0.00012857669,0.00007998887,0.0004498036,0.000037581558,0.000058679118],"category_scores_gemma":[0.000026624164,0.0000940986,0.00006848037,0.0007417087,0.00023782233,0.000058839436,0.00018163967,0.00014988825,0.0000017817154],"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":[0.000021269068,0.00016727515,0.006491237,0.20711896,0.00051700586,0.000020290092,0.0024414214,0.0017731972,2.8615256e-7,0.007134842,0.09808139,0.6762328],"study_design_scores_gemma":[0.0001729885,0.0000038080118,0.0014684321,0.0047375704,0.00029794258,0.0000175601,0.0009208799,0.0007653863,1.3373727e-8,0.000053028867,0.9914312,0.0001312257],"about_ca_topic_score_codex":0.38986048,"about_ca_topic_score_gemma":0.77179927,"teacher_disagreement_score":0.89334977,"about_ca_system_score_codex":0.00016380375,"about_ca_system_score_gemma":0.000083016464,"threshold_uncertainty_score":0.6142025},"labels":[],"label_agreement":null},{"id":"W2439956658","doi":"10.1016/j.orggeochem.2016.06.001","title":"Mangrove degradation and response to anthropogenic disturbance in the Maowei Sea (SW China) since 1926 AD: Mangrove-derived OM and pollen","year":2016,"lang":"en","type":"article","venue":"Organic Geochemistry","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"National Natural Science Foundation of China","keywords":"Mangrove; Sediment; Environmental science; Bay; Oceanography; Blue carbon; Geology; Hydrology (agriculture); Ecosystem; Ecology; Geomorphology","score_opus":0.0031183438982115416,"score_gpt":0.18730668737686273,"score_spread":0.1841883434786512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2439956658","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":[0.9934565,0.00012798856,0.00021805585,0.0054696463,0.000039996885,0.0002227204,0.00006318157,0.000024820061,0.0003771042],"genre_scores_gemma":[0.99811447,0.00007611525,0.00013203846,0.00010564058,0.0000206475,0.000014824386,0.000010147117,0.000018009103,0.0015081404],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987822,0.00007164658,0.00017648101,0.00044614897,0.00022399845,0.00029953505],"domain_scores_gemma":[0.9992866,0.00012111273,0.000070408685,0.0004071338,0.000004924134,0.000109818546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034146747,0.00018365403,0.0001521759,0.000017866349,0.00012847615,0.000049363203,0.00025574965,0.00008392982,0.0004322252],"category_scores_gemma":[0.00014645238,0.00012418005,0.000023194736,0.00018207078,0.00013954524,0.00013371845,0.00035227326,0.00009445145,0.00008412503],"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":[0.0001766755,0.000037330126,0.0849058,0.000024774752,0.0000053907943,0.000022642516,0.00056925695,0.0000013408675,0.910683,0.0000028245724,0.00041032804,0.003160635],"study_design_scores_gemma":[0.000751204,0.00006383843,0.95583814,0.000076480625,0.000014468854,0.00012812026,0.0006599246,0.00018192623,0.040282942,0.00016145206,0.0015227185,0.00031878502],"about_ca_topic_score_codex":0.00019069221,"about_ca_topic_score_gemma":0.0012810107,"teacher_disagreement_score":0.87093234,"about_ca_system_score_codex":0.00021466662,"about_ca_system_score_gemma":0.000015630741,"threshold_uncertainty_score":0.5063916},"labels":[],"label_agreement":null},{"id":"W2460123739","doi":"10.3989/collectbot.2015.v34.004","title":"Especies y comunidades vegetales del lago Poyang, el lago de agua dulce más grande de China","year":2015,"lang":"es","type":"article","venue":"Collectanea Botanica","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"Anhui Normal University; Natural Sciences and Engineering Research Council of Canada; Ministry of Water Resources; Generalitat de Catalunya; National Natural Science Foundation of China; Thompson Rivers University","keywords":"Geography; Humanities; Plant species; Forestry; Ecology; Biology; Art","score_opus":0.012257009330309388,"score_gpt":0.24067583599984335,"score_spread":0.22841882666953398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460123739","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":[0.9488069,0.0019048146,0.0005719396,0.00077332783,0.00047800425,0.00070710725,0.00022103524,0.00022267869,0.04631419],"genre_scores_gemma":[0.9907984,0.00082029216,0.0014909854,0.00019591705,0.0002501052,0.00005421652,0.000027274658,0.00012203966,0.006240757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995504,0.0004684206,0.00075241225,0.0008715103,0.00088678865,0.0015168487],"domain_scores_gemma":[0.99726874,0.00031294758,0.00034019415,0.0010586516,0.000054336273,0.00096512836],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010295721,0.0007018306,0.0007988928,0.00012010824,0.0007504241,0.0005921268,0.0013196294,0.00045016417,0.0007503352],"category_scores_gemma":[0.0005439472,0.00070582004,0.00031283032,0.0010296125,0.00055488513,0.00037857358,0.0009902129,0.00057570887,0.0011407225],"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":[0.0013231371,0.0019669258,0.877803,0.0005777195,0.00050274417,0.001218354,0.013917505,0.0051886593,0.041601658,0.0029170916,0.048334107,0.0046490706],"study_design_scores_gemma":[0.0068611708,0.002272795,0.7151503,0.0010020656,0.00066041533,0.0026071419,0.0045415554,0.1497826,0.0024539605,0.0066628037,0.10414168,0.0038635356],"about_ca_topic_score_codex":0.0023966653,"about_ca_topic_score_gemma":0.00841213,"teacher_disagreement_score":0.16265276,"about_ca_system_score_codex":0.0021633832,"about_ca_system_score_gemma":0.00040463693,"threshold_uncertainty_score":0.999637},"labels":[],"label_agreement":null},{"id":"W2460659996","doi":"10.1007/s11258-016-0621-x","title":"Intraspecific interactions shift from competitive to facilitative across a low to high disturbance gradient in a salt marsh","year":2016,"lang":"en","type":"article","venue":"Plant Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia; National Natural Science Foundation of China","keywords":"Intraspecific competition; Salt marsh; Plant ecology; Ecology; Disturbance (geology); Applied ecology; Biodiversity; Marsh; Environmental gradient; Environmental science; Biology; Wetland; Habitat","score_opus":0.006827322719158018,"score_gpt":0.22101101985795327,"score_spread":0.21418369713879526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460659996","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":[0.9896354,0.0000016801671,0.002407592,0.0020600222,0.0007921216,0.00046909315,0.00400633,0.000030291534,0.00059747335],"genre_scores_gemma":[0.998681,0.000003877669,0.0004636787,0.00024416656,0.00004010205,0.0001616648,0.00006850207,0.000010219407,0.0003267883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849486,0.0000998052,0.0002822009,0.00051528955,0.00011966342,0.00048816748],"domain_scores_gemma":[0.9988608,0.0006739564,0.000059677455,0.00021308433,0.000006534277,0.00018594689],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013650485,0.00016342389,0.0002663578,0.000053120955,0.00007841775,0.00001936333,0.00024886458,0.00005456973,0.0015906792],"category_scores_gemma":[0.000109360044,0.00012666453,0.000033883614,0.00018946396,0.00008208119,0.00011958661,0.00039589804,0.0001119345,0.004411071],"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":[0.0007638995,0.00052482163,0.95010835,0.00001381779,0.00005190929,0.0001981765,0.025135122,0.0011622214,0.007339476,0.0015086983,0.0044057784,0.008787713],"study_design_scores_gemma":[0.0004089669,0.00018035254,0.9895908,0.00006093391,0.0000027009019,0.000009027442,0.00072718033,0.0001743725,0.0001248744,0.0009845565,0.0075324653,0.0002037571],"about_ca_topic_score_codex":0.0023957319,"about_ca_topic_score_gemma":0.4524233,"teacher_disagreement_score":0.45002756,"about_ca_system_score_codex":0.0008761188,"about_ca_system_score_gemma":0.000008615296,"threshold_uncertainty_score":0.999322},"labels":[],"label_agreement":null},{"id":"W2465599017","doi":"10.1111/faf.12168","title":"Mangroves enhance local fisheries catches: a global meta‐analysis","year":2016,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Liber Ero Foundation; University of Victoria; Cummings Foundation; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)","keywords":"Mangrove; Fishery; Fisheries management; Geography; Mangrove ecosystem; Ecology; Fishing; Biology","score_opus":0.011349112300546079,"score_gpt":0.20748144195925822,"score_spread":0.19613232965871213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2465599017","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":[0.9252983,0.00029311367,0.025492124,0.011314999,0.00020089702,0.0002902138,0.0007056778,0.00021782969,0.036186844],"genre_scores_gemma":[0.99403065,0.00009425674,0.00043333616,0.0005326959,0.000026769845,0.00004426448,0.00001333841,0.0000113956585,0.0048132986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869335,0.000043904052,0.00023281432,0.00044680084,0.00022871532,0.00035441582],"domain_scores_gemma":[0.9993756,0.000070642054,0.00007849117,0.00031442166,0.000009111964,0.0001517467],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012422654,0.00022253639,0.00046311723,0.00002051412,0.00014252432,0.000097367265,0.00020109426,0.00008966385,0.004113487],"category_scores_gemma":[0.00002807851,0.00014429264,0.00025313534,0.00035330505,0.00044176917,0.00050754024,0.0003003986,0.000046273653,0.00011192152],"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":[0.00011943444,0.00008612753,0.9191938,0.00006119176,0.012476474,0.000036433754,0.00081359816,0.000031767213,0.00018453796,0.00014250017,0.03597703,0.030877102],"study_design_scores_gemma":[0.000690814,0.00032776265,0.71332604,0.000020250885,0.024955187,0.00005795544,0.0015827387,0.0009178657,0.00074712647,0.004647919,0.25122404,0.0015023034],"about_ca_topic_score_codex":0.0018392142,"about_ca_topic_score_gemma":0.057592623,"teacher_disagreement_score":0.21524702,"about_ca_system_score_codex":0.00009032651,"about_ca_system_score_gemma":0.0000073751503,"threshold_uncertainty_score":0.9967969},"labels":[],"label_agreement":null},{"id":"W2469457671","doi":"10.1139/cjm-2016-0229","title":"Estimating genetic structure and diversity of cyanobacterial communities in Atlantic forest phyllosphere","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":22,"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":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Phyllosphere; Biology; Botany; Species richness; Cyanobacteria; Ecology; Rainforest; Bacteria","score_opus":0.005244871289333537,"score_gpt":0.16227912433954472,"score_spread":0.15703425305021118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469457671","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":[0.999488,0.000027554188,0.000100329205,0.000053455868,0.0001882175,0.00003879441,0.00007292932,7.0095075e-7,0.00003002476],"genre_scores_gemma":[0.9992135,0.000005778588,0.0007286733,0.000016192793,0.000021192505,7.708374e-8,0.0000028293662,0.000003686839,0.000008082271],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99950075,0.0000631334,0.00019936787,0.000051847386,0.000017311902,0.00016756941],"domain_scores_gemma":[0.99962044,0.000047930844,0.000143601,0.000075068274,0.000009672652,0.000103268256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000081591046,0.000063633976,0.0001613876,0.000043874214,0.00006606249,0.000005541194,0.0001844666,0.000059217706,0.00055764115],"category_scores_gemma":[0.000021907226,0.000045440953,0.000021578137,0.000038918184,0.00022640087,0.000055948374,0.00012335372,0.0000690389,0.0000028350244],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009520852,0.000001963719,0.9647434,0.000008813783,0.0000063652346,0.00001706333,0.00040112084,0.00030078448,0.03336947,0.00000366821,0.000045936715,0.0010919007],"study_design_scores_gemma":[0.00060886156,0.00011805498,0.9971423,0.00011624233,0.000010902668,0.00068879453,0.00016419732,0.00015788597,0.00016696045,0.00038749672,0.00034552495,0.00009276647],"about_ca_topic_score_codex":0.044646397,"about_ca_topic_score_gemma":0.8052481,"teacher_disagreement_score":0.76060164,"about_ca_system_score_codex":0.00012643497,"about_ca_system_score_gemma":0.000046823563,"threshold_uncertainty_score":0.9617154},"labels":[],"label_agreement":null},{"id":"W2474257804","doi":"10.1111/emr.12220","title":"Vegetation change and conservation status of Coastal Upland Swamps","year":2016,"lang":"en","type":"article","venue":"Ecological Management & Restoration","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Department of Environment and Conservation","funders":"University of New South Wales","keywords":"Swamp; Climate change; Threatened species; Woodland; Endangered species; Geography; Vegetation (pathology); Habitat; Ecology; Environmental science; Biodiversity; Adaptive management; Environmental resource management; Agroforestry; Biology","score_opus":0.023037827238410125,"score_gpt":0.22043157337403713,"score_spread":0.197393746135627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474257804","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":[0.9917366,0.00001085332,0.0032986447,0.00051417784,0.00009440562,0.00044507705,0.000009928205,0.000030022782,0.003860283],"genre_scores_gemma":[0.99890053,0.00012704059,0.00055368146,0.000087564986,0.000017724095,0.000053330907,0.000026371856,0.0000043625187,0.00022939165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992148,0.000052566516,0.00019472222,0.00019213109,0.00017222269,0.00017354258],"domain_scores_gemma":[0.9996528,0.0000575292,0.00012306383,0.00010057934,0.000009446824,0.000056560984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018628615,0.00007985409,0.00009526879,0.000035193756,0.000057236986,0.000015998772,0.000052070878,0.000047242866,0.00027549217],"category_scores_gemma":[0.000026008054,0.000054556123,0.000015824979,0.00008804914,0.000068629095,0.00032490093,0.00014335624,0.000023518025,0.0001206615],"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":[0.00007642004,0.000113173424,0.92848855,0.00005535052,0.000013410856,0.0000074829954,0.00015314558,0.00009815654,0.0040776366,0.0043667555,0.0006955826,0.06185433],"study_design_scores_gemma":[0.0004388726,0.00015665827,0.9904879,0.000018476674,0.000011152299,8.8535666e-7,0.000041070645,0.0030501322,0.00003600175,0.0008948452,0.0047824685,0.000081535836],"about_ca_topic_score_codex":0.00016789306,"about_ca_topic_score_gemma":0.0033799442,"teacher_disagreement_score":0.061999343,"about_ca_system_score_codex":0.000103201884,"about_ca_system_score_gemma":0.0000019061564,"threshold_uncertainty_score":0.30164462},"labels":[],"label_agreement":null},{"id":"W2488005129","doi":"10.1017/cbo9781107296916.015","title":"Using mesocosms as a way to study coastal wetlands","year":2014,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Dalhousie University","funders":"","keywords":"Wetland; Salt marsh; Mesocosm; Environmental resource management; Marsh; Multidisciplinary approach; Environmental science; Environmental planning; Ecosystem; Ecology; Political science","score_opus":0.020304790199894406,"score_gpt":0.20950701230140245,"score_spread":0.18920222210150806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2488005129","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":[0.067860894,0.000002162735,0.0019337807,0.000006207397,0.00023124949,0.001154595,0.00021918239,0.000118363,0.9284736],"genre_scores_gemma":[0.19838288,0.000002327279,0.00015396686,0.00005143897,0.0000744033,0.0000013476516,0.000029068595,0.000068761816,0.8012358],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977703,0.00007033725,0.00027280382,0.00085027097,0.00057811255,0.00045814994],"domain_scores_gemma":[0.99849087,0.000047797108,0.00021823922,0.000787462,0.000029992623,0.0004256272],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022387847,0.0005202803,0.0005579037,0.00013474366,0.0003254425,0.00006915608,0.00075496215,0.00027081496,0.00010738451],"category_scores_gemma":[0.000009969572,0.00058697775,0.00020246296,0.000020354124,0.00012791388,0.00007645217,0.0022694876,0.00037304396,0.00041668327],"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":[0.0038546952,0.0010522846,0.025261505,0.0007351827,0.0034098807,0.0124984905,0.0053930115,0.0066032303,0.0035054632,0.7670957,0.10814608,0.062444516],"study_design_scores_gemma":[0.001629654,0.00062576676,0.0014836912,0.00016408075,0.00050699443,0.000108094966,0.0002853811,0.0027286238,0.00007773537,0.000014716587,0.99090505,0.001470205],"about_ca_topic_score_codex":0.0027391333,"about_ca_topic_score_gemma":0.0013034168,"teacher_disagreement_score":0.882759,"about_ca_system_score_codex":0.000532318,"about_ca_system_score_gemma":0.000024903384,"threshold_uncertainty_score":0.99965817},"labels":[],"label_agreement":null},{"id":"W2499232166","doi":"10.1017/cbo9781107296916.004","title":"Zonations and plants: development, stressors and adaptations","year":2014,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Dalhousie University","funders":"","keywords":"Marsh; Salt marsh; Sediment; Wetland; Environmental science; Salinity; Vegetation (pathology); Mangrove; Estuary; Ecology; Oceanography; Geology; Hydrology (agriculture); Biology; Geomorphology","score_opus":0.01272921890986677,"score_gpt":0.166405048306452,"score_spread":0.15367582939658522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499232166","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":[0.012067176,0.000029788143,0.0013126521,0.000010275418,0.000053368563,0.00023260909,0.00026033726,0.00005263859,0.98598117],"genre_scores_gemma":[0.034739472,0.00009486502,0.0003874782,0.0000189254,0.000015533295,8.2056647e-7,0.00008277724,0.000022318367,0.9646378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991562,0.000016768941,0.00013112696,0.00036492257,0.00016640784,0.00016462075],"domain_scores_gemma":[0.9994656,0.00006066693,0.00012010694,0.00018920159,0.000011117098,0.00015332816],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006146958,0.0002135085,0.00019263306,0.00007270277,0.00028762405,0.00003613378,0.0001589425,0.000155287,0.000021145037],"category_scores_gemma":[0.00000501769,0.00024933123,0.000029503808,0.000004646617,0.00018984545,0.00006840593,0.0005475802,0.00016064646,0.000025948784],"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":[0.00007367064,0.000020516603,0.0011044955,0.00018313731,0.00024023591,0.0001432041,0.0007615694,0.00012174863,0.00008125181,0.92477566,0.015915211,0.05657929],"study_design_scores_gemma":[0.0003200627,0.000018167582,0.0038933023,0.00008786722,0.000057559602,0.000022727892,0.000058845493,0.001275401,0.000009585083,0.000011177418,0.99389446,0.00035083815],"about_ca_topic_score_codex":0.00027362385,"about_ca_topic_score_gemma":0.00043948946,"teacher_disagreement_score":0.97797924,"about_ca_system_score_codex":0.00014133802,"about_ca_system_score_gemma":0.000017970866,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W2507955345","doi":"10.1111/fwb.12822","title":"Prairie wetland communities recover at different rates following hydrological restoration","year":2016,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Wetland; Ecology; Biodiversity; Environmental science; Ecosystem; Ecosystem services; Zooplankton; Water quality; Benthic zone; Trophic level; Restoration ecology; Biology","score_opus":0.016310984236676082,"score_gpt":0.23216275630543848,"score_spread":0.21585177206876238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507955345","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":[0.99588907,0.000016011081,0.00066544354,0.0013103427,0.0004023034,0.00014361736,0.0000761109,0.000060979797,0.001436126],"genre_scores_gemma":[0.9967919,0.000013832326,0.0001169702,0.00013794439,0.000049608927,0.00003005889,0.00013156538,0.000011538888,0.0027165797],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989097,0.0002318896,0.00021679082,0.00022383711,0.00008563514,0.0003321551],"domain_scores_gemma":[0.9994082,0.00016385398,0.00006559913,0.0002911446,0.0000037542727,0.000067437555],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016079315,0.0001579586,0.00019768409,0.000027481841,0.00017582727,0.000017383603,0.00022350384,0.0001467391,0.0023834729],"category_scores_gemma":[0.000026203892,0.000081902406,0.00007265469,0.000038647344,0.00016227174,0.0001184411,0.00055834005,0.00006985921,0.0009952296],"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":[0.000057037923,0.00002482108,0.9286207,0.000002324449,0.000014905715,0.000005047687,0.000120657714,0.000015128293,0.06633674,0.000045783938,0.004007687,0.00074916723],"study_design_scores_gemma":[0.0027584303,0.0012802855,0.47259426,0.00008092221,0.00004931957,0.000067353154,0.00012160167,0.004301142,0.0156919,0.011785196,0.49022695,0.0010426181],"about_ca_topic_score_codex":0.0005596626,"about_ca_topic_score_gemma":0.10170024,"teacher_disagreement_score":0.4862193,"about_ca_system_score_codex":0.00022852451,"about_ca_system_score_gemma":0.000002115854,"threshold_uncertainty_score":0.9997826},"labels":[],"label_agreement":null},{"id":"W2508926488","doi":"10.1016/j.jenvman.2016.08.001","title":"Adaptive management of large aquatic ecosystem recovery programs in the United States","year":2016,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Berger (Canada)","funders":"U.S. Army Corps of Engineers","keywords":"Environmental resource management; Vetting; Ecosystem services; Adaptive management; Business; Agency (philosophy); Stakeholder; Threatened species; Ecosystem management; Endangered species; Environmental planning; Corporate governance; Ecosystem; Ecology; Geography; Public relations; Political science; Environmental science; Habitat","score_opus":0.01029769944129282,"score_gpt":0.19500326539406876,"score_spread":0.18470556595277593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508926488","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":[0.99259734,0.00004892874,0.0036120387,0.00028191507,0.00017859023,0.0007110828,0.00003361804,0.0000064136425,0.0025300884],"genre_scores_gemma":[0.99746794,0.00081065786,0.0010805301,0.00007013819,0.00001717852,0.000025985088,0.000009203174,0.00001930066,0.0004990467],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976023,0.00019092298,0.00080992194,0.00022531372,0.0008027283,0.00036885217],"domain_scores_gemma":[0.99889696,0.00009297839,0.0005842754,0.0003488443,0.000002246091,0.00007469972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012285667,0.00020852237,0.00027858707,0.00016247538,0.000054231987,0.000022287219,0.00059956516,0.00003980533,0.00038910503],"category_scores_gemma":[0.0000031225588,0.00011866978,0.00015005858,0.0003027861,0.000073048075,0.00027217632,0.0004508375,0.00010721093,0.00015765871],"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":[0.002186642,0.011135059,0.4321888,0.0011229533,0.0025929336,0.003442737,0.005613512,0.023155453,0.0014198394,0.0033140494,0.0048059463,0.50902206],"study_design_scores_gemma":[0.013083533,0.004744274,0.8187818,0.0037812635,0.00084142806,0.00032000153,0.06346717,0.010687532,0.00020829609,0.006930472,0.07570829,0.0014459299],"about_ca_topic_score_codex":0.000036776626,"about_ca_topic_score_gemma":0.00021786649,"teacher_disagreement_score":0.50757617,"about_ca_system_score_codex":0.0006289536,"about_ca_system_score_gemma":0.0000017941879,"threshold_uncertainty_score":0.48392132},"labels":[],"label_agreement":null},{"id":"W2510077702","doi":"10.1007/s12237-016-0156-3","title":"Mangrove Development and Its Response to Asian Monsoon in the Yingluo Bay (SW China) over the Last 2000 years","year":2016,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Mangrove; Bay; East Asian Monsoon; Monsoon; Tropical Asia; Oceanography; Estuary; Subtropics; Tropics; Geography; China; Climatology; Environmental science; Ecology; Physical geography; Geology; Biology","score_opus":0.004799168875684515,"score_gpt":0.1913292814762346,"score_spread":0.18653011260055008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510077702","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":[0.9952502,0.000048393653,0.000042031144,0.0031764873,0.000055861296,0.00023672695,0.000007564782,0.000009810651,0.0011728868],"genre_scores_gemma":[0.99840987,0.00001655769,0.000059548278,0.00022459697,0.00001589024,0.000026446503,6.6417437e-7,0.00000836061,0.0012380391],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915034,0.000090669746,0.00012288183,0.00021051228,0.00019539167,0.00023023365],"domain_scores_gemma":[0.9996162,0.00012365184,0.000030503505,0.00016290032,0.0000021885853,0.00006452611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049782096,0.00010988993,0.00009175749,0.00002401406,0.00016581002,0.000074502525,0.00016756238,0.000034218756,0.00009406139],"category_scores_gemma":[0.000048988004,0.000054951426,0.000012965161,0.00012271853,0.00006880962,0.000101696045,0.00034315416,0.00006297515,0.00010191022],"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":[0.0009263044,0.00012505936,0.5222705,0.0000238229,0.000028598437,0.000112988775,0.07672514,0.000086721746,0.0021275722,0.00084116845,0.0037648277,0.39296728],"study_design_scores_gemma":[0.0002432083,0.00005548205,0.94126517,0.000030048273,0.0000026707246,0.000017651657,0.00087027607,0.000089681984,0.000028238506,0.00007196312,0.057222195,0.00010339111],"about_ca_topic_score_codex":0.00018699959,"about_ca_topic_score_gemma":0.015845085,"teacher_disagreement_score":0.41899467,"about_ca_system_score_codex":0.00007056783,"about_ca_system_score_gemma":0.000015497537,"threshold_uncertainty_score":0.8841929},"labels":[],"label_agreement":null},{"id":"W2513482816","doi":"","title":"The biogeochemistry of a restoring macrotidal salt marsh : Cheverie Creek, Nova Scotia","year":2016,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"U.S. Department of Transportation","keywords":"Nova scotia; Biogeochemistry; Salt marsh; Oceanography; Nova (rocket); Geology; Hydrology (agriculture); Environmental science; Engineering","score_opus":0.005771747322652384,"score_gpt":0.16605228027050944,"score_spread":0.16028053294785707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513482816","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":[0.9157213,0.000020796788,0.0018735167,0.00054361625,0.0007066697,0.0003490491,0.00015463923,0.00011715734,0.08051326],"genre_scores_gemma":[0.97161716,0.00007153965,0.00052638096,0.000019870417,0.00009355472,2.5252294e-7,0.000026939959,0.000018345785,0.02762594],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731344,0.000202007,0.00035779263,0.00073201966,0.0007715411,0.000623226],"domain_scores_gemma":[0.9981093,0.00029024555,0.0003582876,0.0007871096,0.00011402313,0.00034106788],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040157588,0.00035381553,0.00033998443,0.00020061727,0.0012722465,0.00005451986,0.0012140536,0.00023408471,0.00050389784],"category_scores_gemma":[0.0001047026,0.00032561878,0.00031022713,0.00081093516,0.0015221107,0.0007076418,0.0016356674,0.00029626934,0.0001778439],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002553665,0.0006940917,0.8404936,0.00021427686,0.0005427398,0.0047547165,0.00023958397,0.002221878,0.09134577,0.043746024,0.0052282983,0.00796535],"study_design_scores_gemma":[0.0035457546,0.00035399335,0.18122523,0.0005716252,0.0002563623,0.00057287194,0.00104089,0.00057433516,0.006608388,0.00047266728,0.8033273,0.0014505645],"about_ca_topic_score_codex":0.016388346,"about_ca_topic_score_gemma":0.007863948,"teacher_disagreement_score":0.79809904,"about_ca_system_score_codex":0.005921565,"about_ca_system_score_gemma":0.00033572206,"threshold_uncertainty_score":0.9999196},"labels":[],"label_agreement":null},{"id":"W2516403499","doi":"10.1016/j.scitotenv.2016.08.142","title":"Sedimentary records of recent sea level rise and acceleration in the Yucatan Peninsula","year":2016,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"International Atomic Energy Agency; Consejo Nacional de Ciencia y Tecnología","keywords":"Mangrove; Sea level; Peninsula; Oceanography; Sediment; Climate change; Physical geography; Environmental science; Geology; Future sea level; Accretion (finance); Climatology; Geography; Ecology; Geomorphology; Cryosphere; Sea ice; Archaeology","score_opus":0.019045137177158118,"score_gpt":0.21645907381744173,"score_spread":0.19741393664028362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516403499","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":[0.9934573,0.000024117438,0.000042697025,0.004270885,0.00011904076,0.00040431233,0.000037506914,0.0000028131049,0.0016413255],"genre_scores_gemma":[0.99925596,0.00014526074,0.00013621754,0.000028365142,0.000011728155,0.000013860101,6.1157147e-7,0.0000053129093,0.00040268817],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983994,0.00012579057,0.00027363998,0.00025537642,0.00070968183,0.00023611441],"domain_scores_gemma":[0.99908644,0.00008861206,0.00017089093,0.0006071736,0.0000030676988,0.0000438045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016151696,0.00011235962,0.00011306175,0.000025131612,0.00019877999,0.00001682358,0.0008308495,0.000023669076,0.0005248525],"category_scores_gemma":[0.000039679227,0.000045519548,0.00003801167,0.0002587949,0.0013241824,0.00025092013,0.00084255973,0.000077596735,0.0000330306],"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":[0.00022413163,0.00076521025,0.10533414,0.000037377933,0.000030278628,0.0000033154192,0.008138455,0.026552025,0.7591017,0.000562115,0.0012259475,0.09802531],"study_design_scores_gemma":[0.00054323237,0.00016793021,0.9618106,0.00004724258,0.00002497416,0.00003383151,0.0008406605,0.007870304,0.026672093,0.0012717473,0.00053666934,0.00018071143],"about_ca_topic_score_codex":0.0008833103,"about_ca_topic_score_gemma":0.000118509386,"teacher_disagreement_score":0.8564765,"about_ca_system_score_codex":0.0002578762,"about_ca_system_score_gemma":0.000017775843,"threshold_uncertainty_score":0.5746767},"labels":[],"label_agreement":null},{"id":"W2527945865","doi":"10.1002/aqc.2709","title":"Wetlands: conservation's poor cousins","year":2016,"lang":"en","type":"article","venue":"Aquatic Conservation Marine and Freshwater Ecosystems","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":357,"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 Calgary","funders":"Australian Research Council; Horizon 2020 Framework Programme; LifeWatch – Niclas Öberg Foundation","keywords":"Wetland; Overexploitation; Habitat destruction; Ecosystem services; Biodiversity; Environmental science; Ecosystem; Ecology; Geography; Biology","score_opus":0.009476475189190973,"score_gpt":0.19310773658316857,"score_spread":0.1836312613939776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527945865","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":[0.9832825,0.0000069471853,0.0042252736,0.0068515977,0.0002774907,0.0004723668,0.000055735123,0.00011619419,0.004711882],"genre_scores_gemma":[0.9911508,0.000035312743,0.00060776586,0.0010119807,0.00007986402,0.00006987805,0.00009072552,0.00002886512,0.0069248127],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99827856,0.000098454715,0.00054882595,0.0004215434,0.00030956903,0.0003430534],"domain_scores_gemma":[0.9990211,0.00024386331,0.00019911985,0.00035433652,0.000026889482,0.00015466464],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048086935,0.0002350183,0.00028756994,0.00006969151,0.00017152618,0.000091832786,0.00017553146,0.00009637498,0.0039333864],"category_scores_gemma":[0.000096955926,0.00015821493,0.000051859934,0.00019506487,0.00010063922,0.0004216967,0.0003284168,0.00006206466,0.0010552647],"study_design_candidate":"observational","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":[0.000026103124,0.000028137885,0.97786105,0.00003558091,0.00002289641,0.000008370615,0.00008607114,0.000003327717,0.0021212997,0.00033577744,0.015041658,0.0044297324],"study_design_scores_gemma":[0.0028780794,0.00018872808,0.059916954,0.0001760729,0.000064854954,0.00014108527,0.000161018,0.49862182,0.00032544154,0.0032971404,0.43345022,0.00077856693],"about_ca_topic_score_codex":0.045390245,"about_ca_topic_score_gemma":0.69510436,"teacher_disagreement_score":0.9179441,"about_ca_system_score_codex":0.00013579619,"about_ca_system_score_gemma":0.000021377758,"threshold_uncertainty_score":0.99972254},"labels":[],"label_agreement":null},{"id":"W2529041915","doi":"","title":"Propagation and transplanting techniques for native plant species : living shorelines applications in Atlantic Canada","year":2016,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transplanting; Shore; Geography; Biology; Ecology; Fishery; Botany; Sowing","score_opus":0.004907919159702792,"score_gpt":0.15473607111872598,"score_spread":0.1498281519590232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529041915","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":[0.9323836,0.000010983446,0.049310483,0.000545415,0.00014895709,0.0011576498,0.0003340829,0.00011194644,0.015996857],"genre_scores_gemma":[0.9951113,0.00007264026,0.00084611494,0.000017696597,0.000048823043,0.0000026649793,0.000080743754,0.000009569103,0.0038104595],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985824,0.00009675669,0.00021099563,0.0004962171,0.00029734874,0.00031626775],"domain_scores_gemma":[0.9991256,0.00036189248,0.00014366086,0.00017623814,0.000054993838,0.000137613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019386825,0.000222537,0.0002236755,0.00027434778,0.00075547484,0.000024497507,0.00031095947,0.00010537225,0.00003445023],"category_scores_gemma":[0.000041225183,0.00021077301,0.000070315444,0.0003891668,0.0003246425,0.00050737296,0.0002808369,0.00012593782,0.0000025942652],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082008855,0.00038480526,0.8347411,0.00035807962,0.00014374929,0.0011311435,0.0006156909,0.0016901599,0.011897378,0.14278731,0.00066432636,0.004766166],"study_design_scores_gemma":[0.0022942624,0.0004291679,0.35183653,0.0016476365,0.00025408244,0.00037709466,0.0039957063,0.009999767,0.0023954827,0.00037755538,0.6245186,0.0018741499],"about_ca_topic_score_codex":0.14008166,"about_ca_topic_score_gemma":0.43171236,"teacher_disagreement_score":0.6238542,"about_ca_system_score_codex":0.004305597,"about_ca_system_score_gemma":0.0002845758,"threshold_uncertainty_score":0.9995167},"labels":[],"label_agreement":null},{"id":"W2531040567","doi":"","title":"Managing for Ecosystem Resilience in Fathom Five National Marine Park, Lake Huron, Canada","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Resilience (materials science); National park; Ecosystem; Geography; Environmental resource management; Ecosystem-based management; Environmental science; Oceanography; Archaeology; Ecology; Geology; Biology","score_opus":0.0041935823061943515,"score_gpt":0.1688799387722621,"score_spread":0.16468635646606775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531040567","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":[0.99400926,0.000006298345,0.000020285725,0.00033660716,0.0002669164,0.00061261933,0.00028819876,0.00001590524,0.004443917],"genre_scores_gemma":[0.532255,0.000024473431,0.00068535627,0.000013958038,0.000018609835,0.0000046890436,0.0012242338,0.000023336945,0.46575037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985309,0.00004076761,0.00018604967,0.0004426917,0.0004709044,0.0003286421],"domain_scores_gemma":[0.999327,0.00006330172,0.00026083324,0.00020169951,0.000055132237,0.00009202706],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019155226,0.00021295181,0.0003259449,0.000120685516,0.00014762946,0.000018962362,0.00045996782,0.00014169184,0.00092059944],"category_scores_gemma":[0.000019635194,0.00025511355,0.000076641925,0.00018595843,0.000029083449,0.00024198602,0.00020053238,0.00014586214,0.000061821265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002395542,0.0007544787,0.39151055,0.009916955,0.0006025171,0.0007026163,0.18864839,0.16057971,0.005427412,0.001471007,0.1862321,0.051758736],"study_design_scores_gemma":[0.00305005,0.000245779,0.5263437,0.00095515046,0.00015825154,0.000016941936,0.25404897,0.1939477,0.00025966583,0.001454117,0.017476149,0.00204353],"about_ca_topic_score_codex":0.93168896,"about_ca_topic_score_gemma":0.9998529,"teacher_disagreement_score":0.46175426,"about_ca_system_score_codex":0.00076442794,"about_ca_system_score_gemma":0.00013918785,"threshold_uncertainty_score":0.99999267},"labels":[],"label_agreement":null},{"id":"W2539553910","doi":"10.1080/11956860.2002.11682719","title":"Response of a subarctic salt marsh plant community to foraging by captive lesser snow geese","year":2002,"lang":"en","type":"article","venue":"Ecoscience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Directorate for Biological Sciences; Alaska Department of Fish and Game","keywords":"Biology; Goose; Carex; Foraging; Herbivore; Subarctic climate; Ecology; Salt marsh; Biomass (ecology); Growing season; Agronomy; Waterfowl; Habitat","score_opus":0.015397370396673523,"score_gpt":0.21425143962750573,"score_spread":0.1988540692308322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2539553910","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":[0.9952489,0.000012335662,0.001450082,0.0005816261,0.000112027396,0.0002334338,0.00012465153,0.000030869633,0.002206069],"genre_scores_gemma":[0.9976837,0.000006352288,0.00046312023,0.00026136392,0.0000045216575,0.000015533036,0.0000037813254,0.000011184245,0.0015504176],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99837273,0.0002850458,0.0002479623,0.00028652232,0.0003914779,0.00041627255],"domain_scores_gemma":[0.99883556,0.00035245545,0.00009953355,0.00049625925,0.000011455761,0.00020475345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013696871,0.00014141174,0.00017951366,0.00006377882,0.00030922703,0.000038441296,0.0006943126,0.00003990424,0.0007902418],"category_scores_gemma":[0.0003817712,0.0001319842,0.000041691103,0.00056534284,0.000192614,0.0002998872,0.0006047811,0.00018984666,0.00050626334],"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":[0.0009294628,0.001653523,0.39587104,0.00012833958,0.000026438767,0.00009372028,0.033706754,0.009299436,0.45566222,0.00014949875,0.09099925,0.0114803035],"study_design_scores_gemma":[0.0017378582,0.0019069588,0.5807864,0.00044420743,0.000039826024,0.0002580285,0.0055934247,0.34684232,0.0334071,0.00092933036,0.026102653,0.0019519283],"about_ca_topic_score_codex":0.0024801875,"about_ca_topic_score_gemma":0.0050725644,"teacher_disagreement_score":0.42225513,"about_ca_system_score_codex":0.0002862196,"about_ca_system_score_gemma":0.000009742429,"threshold_uncertainty_score":0.8652594},"labels":[],"label_agreement":null},{"id":"W2545135934","doi":"10.1080/11956860.2001.11682631","title":"Changes in midge (Diptera: Chironomidae) populations of sub-arctic supratidal vernal ponds in response to goose foraging","year":2001,"lang":"en","type":"article","venue":"Ecoscience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Arctic Goose Joint Venture","keywords":"Chironomidae; Salt marsh; Ecology; Bay; Marsh; Vegetation (pathology); Biology; Biomass (ecology); Wetland; Geography; Larva","score_opus":0.014506394095812206,"score_gpt":0.2407080258721887,"score_spread":0.2262016317763765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545135934","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":[0.9976438,0.0000057731672,0.00037408236,0.00072550634,0.00016026766,0.00024435957,0.000011757361,0.0000118745575,0.0008225773],"genre_scores_gemma":[0.9989897,0.0000048601487,0.0006303519,0.000091464826,0.000012361344,0.000017530438,0.0000024747214,0.000008465514,0.00024281166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985897,0.00008632012,0.00030052516,0.00035817674,0.0002600236,0.00040527273],"domain_scores_gemma":[0.99946505,0.000074844764,0.000079868,0.0002564128,0.0000054764546,0.00011834642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094145315,0.00012176244,0.0001679067,0.00023660155,0.000071088085,0.00003089537,0.0003473452,0.0000379616,0.0002930609],"category_scores_gemma":[0.00017199828,0.00012480088,0.000027491926,0.0010421195,0.000072556606,0.00034679836,0.0002879833,0.00010311244,0.0001269736],"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":[0.00011074936,0.00006766597,0.9445214,0.0000055661712,3.8188156e-7,0.000021089281,0.0006847607,0.010115044,0.042991657,0.000029691462,0.000013393522,0.0014385749],"study_design_scores_gemma":[0.0002607916,0.00008809905,0.96632975,0.00004146039,0.0000012356211,0.00002086843,0.000090616224,0.03218276,0.0005248104,0.00012955049,0.00019081275,0.00013921618],"about_ca_topic_score_codex":0.0019593446,"about_ca_topic_score_gemma":0.14007217,"teacher_disagreement_score":0.13811283,"about_ca_system_score_codex":0.0005089884,"about_ca_system_score_gemma":0.00002471519,"threshold_uncertainty_score":0.8756193},"labels":[],"label_agreement":null},{"id":"W2546071243","doi":"10.1080/11956860.2003.11682751","title":"The effects of goose herbivory and loss of vegetation on ground beetle and spider assemblages in an Arctic supratidal marsh","year":2003,"lang":"en","type":"article","venue":"Ecoscience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Marsh; Ecology; Salt marsh; Vegetation (pathology); Predation; Invertebrate; Herbivore; Habitat; Biology; Environmental science; Wetland","score_opus":0.004615709101484193,"score_gpt":0.21289652097309703,"score_spread":0.20828081187161282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2546071243","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":[0.99908054,0.000106345506,0.00004536485,0.000022225579,0.00009723278,0.00015600397,4.594349e-7,0.0000029816924,0.00048883224],"genre_scores_gemma":[0.9997433,0.00004249645,0.00012699912,0.000018675586,0.000002695074,0.000005343494,2.0970437e-7,0.000003856056,0.000056470337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922574,0.0001004084,0.00014990498,0.00019989355,0.00017756838,0.00014647846],"domain_scores_gemma":[0.9994165,0.0003055794,0.00007686175,0.00014843371,0.0000050878552,0.000047594665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005251497,0.00007018995,0.00009563638,0.000025610281,0.000079897785,0.000027223083,0.00010326062,0.000025747837,0.0000053873273],"category_scores_gemma":[0.00019971012,0.00005204725,0.000010336797,0.0001669332,0.000244837,0.00025897022,0.00005739233,0.000052103114,0.0000038330495],"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":[0.000015344523,0.00013980044,0.9579497,0.00023595948,0.0000017831372,0.0000067969427,0.0007416093,0.0005429713,0.035934117,0.0013282042,0.0000034188313,0.003100309],"study_design_scores_gemma":[0.00019656126,0.00028176457,0.9916318,0.00007008189,0.000002718161,0.000007810084,0.000104717044,0.004074092,0.0022043493,0.0013450643,0.000013541882,0.00006750778],"about_ca_topic_score_codex":0.00027761888,"about_ca_topic_score_gemma":0.0075608096,"teacher_disagreement_score":0.033729766,"about_ca_system_score_codex":0.00004408221,"about_ca_system_score_gemma":0.000008116935,"threshold_uncertainty_score":0.4219109},"labels":[],"label_agreement":null},{"id":"W2548004498","doi":"10.3138/cpp.2015-022","title":"Ecosystem Service Concepts in Practice","year":2016,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecosystem services; Natural capital; Value (mathematics); Natural (archaeology); Service (business); Political science; Environmental resource management; Environmental ethics; Ecosystem; Ecology; Business; Economics; Geography; Computer science; Marketing","score_opus":0.008896064512585192,"score_gpt":0.24021152555023917,"score_spread":0.231315461037654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548004498","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":[0.61529225,0.000015407766,0.00005922256,0.1097206,0.00022801383,0.00035794204,0.00025511495,0.00006202021,0.27400944],"genre_scores_gemma":[0.99412835,0.000008391353,0.000062240986,0.004342675,0.000112247355,0.000027316386,0.0000063490847,0.000020491025,0.0012919288],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983895,0.000104923376,0.00023258282,0.0003053635,0.000185394,0.00078226026],"domain_scores_gemma":[0.9985273,0.00011161022,0.00007521084,0.0003891753,0.000020781805,0.00087593007],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003828338,0.00013726171,0.00013915128,0.00024494398,0.00009003329,0.0000693127,0.00041236132,0.000096997384,0.0014473002],"category_scores_gemma":[0.0005678831,0.00010950276,0.000027663658,0.00090455473,0.000029344961,0.00080043013,0.00012960285,0.00008022468,0.004771674],"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":[0.000036709265,0.00016181123,0.52189076,0.00009264252,0.00008059594,0.0005434238,0.0021930598,0.00020150024,0.0013206038,0.11502071,0.048448313,0.31000987],"study_design_scores_gemma":[0.0004934833,0.000016900534,0.032407504,0.00003266644,0.0000032547646,0.00010267086,0.00015964723,0.00082126167,0.0000072480984,0.00030277233,0.9653992,0.00025341453],"about_ca_topic_score_codex":0.67820656,"about_ca_topic_score_gemma":0.9934538,"teacher_disagreement_score":0.9169509,"about_ca_system_score_codex":0.0032597983,"about_ca_system_score_gemma":0.0008147134,"threshold_uncertainty_score":0.9994655},"labels":[],"label_agreement":null},{"id":"W2551316131","doi":"10.1007/s13280-016-0849-7","title":"Can greening of aquaculture sequester blue carbon?","year":2016,"lang":"en","type":"article","venue":"AMBIO","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Blue carbon; Environmental science; Mangrove; Carbon sequestration; Aquaculture; Ecosystem; Seagrass; Fishery; Ecology; Biology; Carbon dioxide","score_opus":0.005926905970054633,"score_gpt":0.19026641888309195,"score_spread":0.18433951291303732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551316131","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":[0.9910984,0.0000059403224,0.00007964882,0.00047686583,0.000069798225,0.00007010326,0.000019425335,0.000021642798,0.008158175],"genre_scores_gemma":[0.9962755,0.0000032993112,0.00011582237,0.00004690794,0.00001915181,0.0000030688136,0.0000021444885,0.000008566596,0.0035255745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994008,0.000018966857,0.0001261139,0.0001537992,0.00013796093,0.00016238273],"domain_scores_gemma":[0.9996823,0.000016432268,0.00005460072,0.00018847719,0.0000039363117,0.000054221262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007762947,0.000076691234,0.00010705329,0.000010938182,0.000021811504,0.0000053024905,0.0001270088,0.000045115994,0.00028825633],"category_scores_gemma":[0.000009949599,0.000047004327,0.00003396319,0.000071880604,0.000057005807,0.000056674926,0.00014239202,0.00003059429,0.00009786424],"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":[0.000018058083,0.000027440166,0.82068664,0.000017211058,0.000015631338,0.000014519115,0.00077805994,0.000041251296,0.1657396,0.0001140139,0.0006848003,0.011862753],"study_design_scores_gemma":[0.0025394538,0.00068188785,0.873242,0.0005208397,0.00009314719,0.00014823192,0.00057828834,0.0028022572,0.08328531,0.0021594618,0.03254235,0.0014067736],"about_ca_topic_score_codex":0.0027353156,"about_ca_topic_score_gemma":0.015902236,"teacher_disagreement_score":0.08245429,"about_ca_system_score_codex":0.00008347465,"about_ca_system_score_gemma":0.000003821561,"threshold_uncertainty_score":0.88738215},"labels":[],"label_agreement":null},{"id":"W2554499040","doi":"10.1111/1365-2745.12703","title":"<i>Spartina alterniflora</i> genotypic identity affects plant and consumer responses in an experimental marsh community","year":2016,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":40,"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 British Columbia","funders":"National Science Foundation","keywords":"Spartina alterniflora; Spartina; Biology; Foundation species; Herbivore; Ecology; Plant community; Intraspecific competition; Marsh; Salt marsh; Habitat; Ecological succession; Wetland","score_opus":0.018783913991966564,"score_gpt":0.264969638400911,"score_spread":0.24618572440894443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554499040","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":[0.9992742,0.00005609001,0.00003513124,0.00014236767,0.00022826102,0.000088019115,0.000012565371,0.0000047246813,0.00015867241],"genre_scores_gemma":[0.9996636,0.00003737831,0.00012859011,0.00008415529,0.00002312669,0.0000026177363,7.882836e-7,0.0000072925914,0.000052483334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870676,0.0005811085,0.00028116716,0.00009784578,0.00012257141,0.00021056762],"domain_scores_gemma":[0.9991781,0.0003316978,0.00021656354,0.00014581972,0.0000071963195,0.00012063648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009733596,0.00009222656,0.00021926347,0.00006657309,0.00008614896,0.000019914942,0.00021242192,0.000064709006,0.0003890784],"category_scores_gemma":[0.00008824375,0.00006494506,0.000029372439,0.000054285818,0.00014909076,0.0005168106,0.00025329957,0.00017777643,0.00004866038],"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":[0.00033010836,0.0001919348,0.9113124,0.0000051829215,0.000007047568,0.00011178531,0.00027219215,0.0000105032,0.08705884,0.000024614154,0.00019739296,0.00047801956],"study_design_scores_gemma":[0.0011082895,0.00068173,0.9941615,0.000027568996,0.000008636316,0.0005398469,0.0002383989,0.000073377865,0.0023711177,0.00036936055,0.00031760082,0.00010259541],"about_ca_topic_score_codex":0.00014551851,"about_ca_topic_score_gemma":0.028146323,"teacher_disagreement_score":0.084687725,"about_ca_system_score_codex":0.00021035655,"about_ca_system_score_gemma":0.000015272612,"threshold_uncertainty_score":0.9895875},"labels":[],"label_agreement":null},{"id":"W2555437279","doi":"10.1139/cjb-2016-0147","title":"Growing season ecophysiology of <i>Taxodium distichum</i> (L.) Rich. (bald cypress) saplings in a restored wetland: a baseline for restoration practice","year":2016,"lang":"en","type":"article","venue":"Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"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":"Wake Forest University","keywords":"Taxodium; Cypress; Biology; Wetland; Ecophysiology; Ecology; Chlorophyll fluorescence; Growing season; Stomatal conductance; Botany; Photosynthesis","score_opus":0.008652051943660862,"score_gpt":0.23398309195312975,"score_spread":0.22533104000946888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555437279","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":[0.97950757,0.000046727262,0.017510865,0.0010390767,0.0002187708,0.00051750883,0.00011568692,0.000037135396,0.0010066584],"genre_scores_gemma":[0.99586785,0.000025032092,0.003454223,0.00013862722,0.00008201721,0.00007518845,0.000009140365,0.000022402188,0.00032549162],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99856293,0.00013413432,0.00040028643,0.00037790023,0.00021448548,0.00031025868],"domain_scores_gemma":[0.99855405,0.0007622981,0.00025638044,0.00032102567,0.000028767987,0.00007749763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073924306,0.00015156878,0.0002507734,0.00004083411,0.00006297272,0.000012757083,0.00019681091,0.000101758975,0.000090297246],"category_scores_gemma":[0.0013191656,0.000116023584,0.00005654436,0.0001818354,0.00006510459,0.00050515484,0.00015385204,0.00007364929,0.000054597676],"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":[0.0014210015,0.00028205916,0.02790507,0.00010106604,0.000017693203,0.000017997196,0.0002809052,0.0007898676,0.9583218,0.0005196787,0.0047795027,0.005563329],"study_design_scores_gemma":[0.023118285,0.0036641913,0.48576418,0.0020904702,0.00057814765,0.00016848113,0.0017391933,0.186062,0.033317536,0.012052921,0.24760194,0.0038426663],"about_ca_topic_score_codex":0.0005852162,"about_ca_topic_score_gemma":0.003602832,"teacher_disagreement_score":0.9250043,"about_ca_system_score_codex":0.0002600421,"about_ca_system_score_gemma":0.000021949669,"threshold_uncertainty_score":0.47313043},"labels":[],"label_agreement":null},{"id":"W2562001489","doi":"10.1002/2016jf004130","title":"Variations in the transport, distribution, and budget of <sup>210</sup>Pb in sediment over the estuarine and inner shelf areas of the East China Sea due to Changjiang catchment changes","year":2017,"lang":"en","type":"article","venue":"Journal of Geophysical Research Earth Surface","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"National Natural Science Foundation of China","keywords":"Sediment; Estuary; Oceanography; Environmental science; Hydrology (agriculture); Drainage basin; Sedimentary budget; Geology; Plume; Sedimentary rock; Sediment transport; Geomorphology; Geochemistry; Geography","score_opus":0.014456298310388535,"score_gpt":0.2687685937875866,"score_spread":0.2543122954771981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562001489","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":[0.9887981,0.000029799365,0.00006846773,0.010453066,0.000026782645,0.00042889288,0.00007706593,8.863604e-7,0.00011694435],"genre_scores_gemma":[0.9997527,0.0000600283,0.00003381843,0.000023601024,0.000039031678,0.000006912273,0.0000028765116,0.000005631916,0.0000753905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980521,0.0002788568,0.0003003981,0.00015472666,0.0009208604,0.00029303375],"domain_scores_gemma":[0.9990561,0.00022343305,0.00018825561,0.0003765716,0.000050471164,0.00010514277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022189764,0.00010599681,0.00024035013,0.000036799935,0.00025005394,0.000049810278,0.0005110587,0.000038023918,0.000029984605],"category_scores_gemma":[0.0001916765,0.000054169413,0.00004972596,0.00031637194,0.0003012092,0.00015744976,0.0003838738,0.00041469463,0.0000025382901],"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":[0.00017572257,0.00043083256,0.980769,0.000062213534,0.000031015355,0.000026597487,0.007691899,0.0059244367,0.0017706912,0.00036539452,0.00018516979,0.0025670552],"study_design_scores_gemma":[0.00042188886,0.000182453,0.99237007,0.00010735218,0.000009098236,0.000012727139,0.00044630986,0.005559274,0.0001974413,0.0003503439,0.00028794556,0.00005510172],"about_ca_topic_score_codex":0.009281341,"about_ca_topic_score_gemma":0.015245556,"teacher_disagreement_score":0.011601092,"about_ca_system_score_codex":0.000072118564,"about_ca_system_score_gemma":0.000038527527,"threshold_uncertainty_score":0.99731594},"labels":[],"label_agreement":null},{"id":"W2572261749","doi":"10.1016/j.jmarsys.2016.12.007","title":"Representing kelp forests in a tidal circulation model","year":2017,"lang":"en","type":"article","venue":"Journal of Marine Systems","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Government of Canada; Australian Government","keywords":"Kelp; Drag; Kelp forest; Drag coefficient; Dispersion (optics); Geology; Momentum (technical analysis); Atmospheric sciences; Physics; Mechanics; Ecology; Biology; Optics","score_opus":0.015858125684354678,"score_gpt":0.24726562973393915,"score_spread":0.23140750404958446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2572261749","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":[0.97828084,0.0000072846046,0.0024256513,0.00009154386,0.0003822702,0.0001241471,0.0000010722498,0.0000047760727,0.018682389],"genre_scores_gemma":[0.9988001,0.0000037297561,0.00022149603,0.0000030766373,0.000131417,0.000002163933,7.6516807e-7,0.000010353893,0.000826875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987798,0.0000413448,0.0005248237,0.000121449986,0.00035639256,0.00017621636],"domain_scores_gemma":[0.99876434,0.000024328712,0.0007834151,0.00033485223,0.000019439853,0.00007363466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009842304,0.00008451724,0.00021734757,0.00006153585,0.00011451856,0.00013493733,0.00034380678,0.00004893591,0.000041513664],"category_scores_gemma":[0.00017156103,0.00007145413,0.00007165397,0.00004498575,0.000024828969,0.00050690665,0.00040795177,0.00014549088,0.000029047691],"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":[0.000014876728,0.00001814597,0.761872,0.00002005891,0.0000050182352,0.000037807633,0.000055661603,0.23630385,0.00027700537,0.000030178997,0.00010250393,0.0012628976],"study_design_scores_gemma":[0.0002630389,0.000011838245,0.50393504,0.000048354348,0.0000036759711,0.00012208265,0.000022332812,0.49520522,0.0000023583268,0.00026239615,0.00007641645,0.000047280784],"about_ca_topic_score_codex":0.0024647035,"about_ca_topic_score_gemma":0.0060931393,"teacher_disagreement_score":0.25890136,"about_ca_system_score_codex":0.00020875606,"about_ca_system_score_gemma":0.000014131057,"threshold_uncertainty_score":0.37259108},"labels":[],"label_agreement":null},{"id":"W2572369269","doi":"10.5751/ace-00734-100112","title":"Piping Plover response to coastal storms occurring during the nonbreeding season","year":2015,"lang":"en","type":"article","venue":"Avian Conservation and Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Government of New Brunswick; Parks Canada; Fisheries and Oceans Canada; Université du Québec en Abitibi-Témiscamingue; Université de Moncton","funders":"Fonds en Fiducie pour la Faune du Nouveau-Brunswick","keywords":"Plover; Storm; Ecology; Charadrius; Piping; Environmental science; Geography; Fishery; Biology; Meteorology; Habitat","score_opus":0.014178938688390128,"score_gpt":0.21866731189653185,"score_spread":0.20448837320814173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2572369269","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":[0.99501187,0.0000035116368,0.00025812682,0.0033470942,0.00025517747,0.00022022486,0.000007646673,0.000040338604,0.000856008],"genre_scores_gemma":[0.9971491,0.0000011842895,0.00017168056,0.0016983179,0.00003657009,0.000017601222,0.000002888127,0.000010628747,0.00091203785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991059,0.00009248077,0.00016956266,0.00022747909,0.0001395047,0.00026509626],"domain_scores_gemma":[0.99945784,0.00014281915,0.00006158104,0.00015306701,0.000014603029,0.00017012322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000669562,0.000102332495,0.00011478105,0.00003775655,0.00022865024,0.000049652896,0.00012607007,0.000057524492,0.00014176412],"category_scores_gemma":[0.00025698467,0.00008249046,0.000019644474,0.00016460993,0.00006375222,0.00020196244,0.00035722688,0.00009736416,0.0002894472],"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":[0.00022005111,0.00001028896,0.9944566,0.000005581113,0.000005071089,0.000008377314,0.0011547807,0.0006189554,0.0023723994,0.000033753367,0.0007728052,0.00034135013],"study_design_scores_gemma":[0.00047372087,0.000086174674,0.97522086,0.000010999619,0.0000054823413,0.000053809923,0.00085229834,0.010853511,0.000044207496,0.00004919454,0.012222637,0.00012709193],"about_ca_topic_score_codex":0.00047709016,"about_ca_topic_score_gemma":0.017250633,"teacher_disagreement_score":0.019235713,"about_ca_system_score_codex":0.00019974819,"about_ca_system_score_gemma":0.000021241909,"threshold_uncertainty_score":0.9626258},"labels":[],"label_agreement":null},{"id":"W2576493477","doi":"10.1007/s10750-017-3093-7","title":"Bioturbation functional roles associated with mangrove development in French Guiana, South America","year":2017,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Institut national des sciences de l'Univers; Université de Bretagne Occidentale; Agence Nationale de la Recherche","keywords":"Mangrove; Bioturbation; Dominance (genetics); Ecology; Sediment; Community structure; Environmental science; Oceanography; Species richness; Biology; Geology; Paleontology","score_opus":0.010366164553157054,"score_gpt":0.18471811610361413,"score_spread":0.17435195155045707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2576493477","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":[0.9929313,0.00000458423,0.0006463376,0.00007135167,0.00008451392,0.00014346925,0.000015527468,0.00003476405,0.006068158],"genre_scores_gemma":[0.9980547,0.0000010040069,0.00055561005,0.00004283922,0.000012399158,0.000020998623,0.00013306605,0.000007745677,0.0011716255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991441,0.000030886258,0.00017056905,0.00028480846,0.00012458218,0.00024507157],"domain_scores_gemma":[0.9994728,0.000023824956,0.0002034855,0.00025101885,0.000006536744,0.000042323136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001731542,0.00012763786,0.00013801463,0.000031230164,0.00023805955,0.000048285983,0.0002243178,0.000082218656,0.00044972473],"category_scores_gemma":[0.00008174337,0.00009630935,0.000021084992,0.00007397608,0.000115314484,0.0001248043,0.00021064094,0.00009407175,0.00043413806],"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":[0.000011839026,0.000042928394,0.9938877,0.0000017627995,0.0000135915925,0.0000062311083,0.00024984084,0.0020546592,0.0008796064,0.0000051153274,0.0003115769,0.0025351078],"study_design_scores_gemma":[0.00031158284,0.000047872934,0.9935897,0.000024430507,0.0000037768068,0.000001999461,0.000045850702,0.0048844977,0.000112747664,0.000035975034,0.0007787898,0.00016275534],"about_ca_topic_score_codex":0.00059503614,"about_ca_topic_score_gemma":0.015008027,"teacher_disagreement_score":0.014412991,"about_ca_system_score_codex":0.0003134144,"about_ca_system_score_gemma":0.000016266898,"threshold_uncertainty_score":0.8374831},"labels":[],"label_agreement":null},{"id":"W2581396681","doi":"10.1007/s13131-016-0849-2","title":"Organic carbon isotope and pollen evidence for mangrove development and response to human activity in Guangxi (Southwest China) over the last 140 years","year":2017,"lang":"en","type":"article","venue":"Acta Oceanologica Sinica","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mangrove; Environmental science; Bay; Blue carbon; Ecosystem; Climate change; Physical geography; Ecology; Oceanography; Geography; Geology; Biology; Seagrass","score_opus":0.02928705271429952,"score_gpt":0.27835245507215567,"score_spread":0.24906540235785615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581396681","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":[0.99673355,0.000019954385,0.0000037274651,0.002140448,0.000054005017,0.0006126947,0.000010246921,0.000022568907,0.00040281544],"genre_scores_gemma":[0.99927574,0.00002447935,0.00017141722,0.00010457605,0.000016179469,0.000028332479,0.0000010146986,0.000014985162,0.00036324203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876684,0.00009952589,0.00018515854,0.0004691537,0.00015817098,0.0003211425],"domain_scores_gemma":[0.9988245,0.0003436195,0.00014932954,0.0005848268,0.0000043901314,0.00009337511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081708835,0.00016691777,0.00021343102,0.0000361986,0.00042287976,0.00014059342,0.00050978485,0.00010479888,0.000047775433],"category_scores_gemma":[0.0007261848,0.00012139451,0.00002590971,0.000075375996,0.0001958932,0.00018435754,0.0013079639,0.00014345055,0.000013206462],"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":[0.0010371356,0.0001225654,0.8891625,0.00002530322,0.000027475826,0.000032620886,0.004040776,0.0000063519688,0.09104431,0.000025735171,0.00033692614,0.014138321],"study_design_scores_gemma":[0.00040837846,0.00020328887,0.99648356,0.000049625713,0.000008143988,0.0000071104914,0.0001330646,0.00017159824,0.00032520073,0.000062972664,0.001968174,0.0001788614],"about_ca_topic_score_codex":0.00053421676,"about_ca_topic_score_gemma":0.0139608355,"teacher_disagreement_score":0.1073211,"about_ca_system_score_codex":0.00019086478,"about_ca_system_score_gemma":0.00002533143,"threshold_uncertainty_score":0.7790474},"labels":[],"label_agreement":null},{"id":"W2584006699","doi":"10.1007/s12237-016-0202-1","title":"Gametogenesis and Spawning of the Ribbed Mussel (Geukensia demissa) near the Northern Limit of its Range (Maritime Canada)","year":2017,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"Nature Conservancy of Canada; Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; New Brunswick Innovation Foundation; Nature Conservancy","keywords":"Mussel; Biology; Range (aeronautics); Fishery; Salt marsh; Ecology; Oceanography; Fecundity; Reproductive biology; Population","score_opus":0.006949270003855164,"score_gpt":0.17939925126939602,"score_spread":0.17244998126554084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584006699","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":[0.9973929,0.00021666141,0.000017853254,0.0010417063,0.00008492125,0.00015920137,0.000028105309,0.0000047679114,0.0010538785],"genre_scores_gemma":[0.99955535,0.00005259757,0.000041747902,0.00005834826,0.000014500182,0.0000040655073,7.9378606e-7,0.000009206579,0.0002634107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920416,0.000038979113,0.00017096351,0.00016099334,0.00025241417,0.00017250325],"domain_scores_gemma":[0.9992035,0.0001293022,0.00019805336,0.00039544492,0.000016643191,0.000057076322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020039441,0.00010977026,0.00018065315,0.000004828755,0.0008339052,0.00007766276,0.00029787005,0.000039691422,0.000029580779],"category_scores_gemma":[0.00015554429,0.00006637774,0.000032500488,0.000044521654,0.0005474937,0.00007835872,0.0006365525,0.00007089907,0.0000014272956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002323837,0.000010339414,0.988271,0.000039410483,0.000020360501,0.0000027495232,0.0008027057,0.00014660264,0.00034700046,0.00009721598,0.00021897104,0.010020384],"study_design_scores_gemma":[0.00022889588,0.000027005095,0.991131,0.000042044976,0.00003492152,0.000014717764,0.00032110256,0.0043944395,0.0002615198,0.00007979592,0.0033690736,0.000095475865],"about_ca_topic_score_codex":0.3022053,"about_ca_topic_score_gemma":0.92137957,"teacher_disagreement_score":0.6191743,"about_ca_system_score_codex":0.000027062535,"about_ca_system_score_gemma":0.000059895414,"threshold_uncertainty_score":0.7024414},"labels":[],"label_agreement":null},{"id":"W2585496189","doi":"10.1038/ncomms14196","title":"Climate change reduces extent of temperate drylands and intensifies drought in deep soils","year":2017,"lang":"en","type":"article","venue":"Nature Communications","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":385,"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 Regina","funders":"U.S. Geological Survey; University of Wyoming; U.S. Department of Energy","keywords":"Temperate climate; Subtropics; Environmental science; Vegetation (pathology); Ecosystem; Arid; Precipitation; Tropics; Ecosystem services; Climate change; Terrestrial ecosystem; Temperate rainforest; Ecology; Agroforestry; Geography; Biology","score_opus":0.023673601165021613,"score_gpt":0.28555539262649987,"score_spread":0.2618817914614783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585496189","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":[0.98617196,0.0010536787,0.0000028801583,0.0028021224,0.000090455236,0.00019241609,0.000025100157,0.0000138952155,0.009647498],"genre_scores_gemma":[0.99601144,0.0030001125,0.00080929056,0.00006258348,0.000009585282,0.000035884295,0.000017906908,0.000007565983,0.000045635363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999383,0.000048183196,0.00018179926,0.00014280526,0.00009683183,0.00014739655],"domain_scores_gemma":[0.99843144,0.00005725043,0.00014752324,0.0013079529,0.000016846518,0.000038985385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026226538,0.00008496468,0.00014384883,0.000036507194,0.00033554743,0.00005233956,0.0008058039,0.00011428653,0.000020188163],"category_scores_gemma":[0.000103326216,0.000073847244,0.000025106425,0.000070040165,0.00025508774,0.0002642735,0.001464421,0.0002924068,0.000013831262],"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":[0.000022675438,0.00014485522,0.9652707,0.000032220272,0.000011746715,0.0000022107072,0.002622708,0.000017316332,0.0034900352,0.0027278343,0.00015705025,0.025500666],"study_design_scores_gemma":[0.00023592793,0.000022288119,0.9853771,0.00010100026,0.000010174653,0.000007897128,0.00041167415,0.011819768,0.00030251688,0.0003655483,0.001217361,0.00012874218],"about_ca_topic_score_codex":0.000586253,"about_ca_topic_score_gemma":0.044715174,"teacher_disagreement_score":0.04412892,"about_ca_system_score_codex":0.00004022446,"about_ca_system_score_gemma":0.0000029369787,"threshold_uncertainty_score":0.9727163},"labels":[],"label_agreement":null},{"id":"W2586419318","doi":"10.1038/srep42406","title":"Mangroves as a major source of soil carbon storage in adjacent seagrass meadows","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Key Research and Development Program of China; Lembaga Ilmu Pengetahuan Indonesia","keywords":"Mangrove; Seagrass; Blue carbon; Environmental science; Ecosystem; Soil carbon; Ecology; Soil water; Biology; Soil science","score_opus":0.00703227934770141,"score_gpt":0.21499485049502245,"score_spread":0.20796257114732106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586419318","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":[0.95446914,0.00002465559,0.000034543442,0.000096173804,0.0023479853,0.00030875354,0.0000020771797,0.000024893676,0.042691797],"genre_scores_gemma":[0.98484033,0.000002835974,0.00007427826,0.0000070069664,0.000019606998,0.000015967717,0.000007741688,0.000015913674,0.01501631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976072,0.000042941007,0.0005148974,0.00072111306,0.0007300729,0.00038382292],"domain_scores_gemma":[0.99754196,0.00001678839,0.0006138663,0.0016675813,0.00001901481,0.00014075593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015406056,0.00015573869,0.0002505047,0.00008958906,0.00030001084,0.0002858975,0.00041788837,0.00007366805,0.00030883602],"category_scores_gemma":[0.00022758583,0.00014102404,0.000087463755,0.00017524321,0.0003820595,0.00031358362,0.00069893245,0.00011279629,0.00007723552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022978073,0.00020425551,0.9509371,0.00007008762,0.000013225205,0.0007894701,0.00116906,0.005687381,0.031392105,0.000017916509,0.0014171768,0.008279234],"study_design_scores_gemma":[0.0011517225,0.0001852813,0.8565723,0.00041683175,0.00006800252,0.0006950898,0.001221955,0.07727067,0.021225685,0.009049462,0.030886076,0.0012569515],"about_ca_topic_score_codex":0.012573575,"about_ca_topic_score_gemma":0.033563085,"teacher_disagreement_score":0.09436484,"about_ca_system_score_codex":0.00021158514,"about_ca_system_score_gemma":0.00003921277,"threshold_uncertainty_score":0.9940018},"labels":[],"label_agreement":null},{"id":"W2587390998","doi":"10.5539/esr.v6n1p120","title":"Spatial Mapping of Carbon Stock in Riverine Mangroves Along Amanzule River in the Ellembelle District of Ghana","year":2017,"lang":"en","type":"article","venue":"Earth Science Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"","keywords":"Mangrove; Carbon stock; Wetland; Blue carbon; Environmental science; Ecosystem; Carbon fibers; Stock (firearms); Ecosystem services; Mangrove ecosystem; Carbon sequestration; Geography; Allometry; Forestry; Ecology; Climate change; Mathematics; Carbon dioxide; Biology","score_opus":0.038576568654054046,"score_gpt":0.3093411279983635,"score_spread":0.27076455934430943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587390998","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":[0.9803655,0.000012461711,0.0000393132,0.00014449291,0.000045940487,0.0003440767,0.0000062861295,0.0000025154256,0.019039387],"genre_scores_gemma":[0.99961686,0.000015257754,0.00013921085,0.0000019213321,0.000013440884,0.000008768554,7.795969e-7,0.000004143837,0.00019963598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744374,0.00013497726,0.0002676617,0.00032235667,0.0013104314,0.00052080955],"domain_scores_gemma":[0.9989609,0.00013453915,0.00011777653,0.00069416914,0.000026971155,0.000065649096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040085325,0.00008014506,0.00016141454,0.0002366529,0.00030894563,0.00006102385,0.0015341175,0.0000328076,0.00008512948],"category_scores_gemma":[0.00035043253,0.000059737387,0.000030375262,0.0008942458,0.0018560537,0.00029781784,0.001262084,0.00024493068,0.000021322805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016785014,0.00007691051,0.9734719,0.000025707895,0.0000010628722,0.000020168898,0.0022422923,0.0004806336,0.011861115,0.000064014224,0.000010719238,0.0117287375],"study_design_scores_gemma":[0.00023823358,0.00007497255,0.9597118,0.000049209044,5.2849134e-7,0.0000021642145,0.0006593851,0.03722894,0.0017417328,0.00015302729,0.00007672341,0.00006328978],"about_ca_topic_score_codex":0.07270496,"about_ca_topic_score_gemma":0.066615246,"teacher_disagreement_score":0.036748305,"about_ca_system_score_codex":0.000098931545,"about_ca_system_score_gemma":0.000061113824,"threshold_uncertainty_score":0.95041656},"labels":[],"label_agreement":null},{"id":"W2587635539","doi":"10.1016/j.jglr.2017.03.018","title":"Long-term effects of a Phragmites australis invasion on birds in a Lake Erie coastal marsh","year":2017,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Phragmites; Marsh; Ecology; Habitat; Species richness; Wetland; Abundance (ecology); Vegetation (pathology); Species diversity; Biology","score_opus":0.038759672349966155,"score_gpt":0.32814907614699923,"score_spread":0.2893894037970331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587635539","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":[0.99662805,0.000022229766,0.000016678605,0.00023385118,0.00015321434,0.00025837123,0.000046161727,0.000004045773,0.0026373963],"genre_scores_gemma":[0.99839526,0.0001237764,0.00007186169,0.000006920162,0.0000768313,0.0000052805217,0.00000363186,0.000018924986,0.0012974814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973583,0.00025511475,0.0004595745,0.00021052094,0.0012580618,0.0004583986],"domain_scores_gemma":[0.99849874,0.0003998127,0.0003403763,0.00048749012,0.00006693722,0.00020665296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017554571,0.00014774634,0.000361349,0.0002866038,0.00021004814,0.00013826446,0.0008126338,0.00011107653,0.0007570942],"category_scores_gemma":[0.00076661387,0.00011216688,0.00012913193,0.0002213026,0.00035535032,0.00044857088,0.000559055,0.00058070867,0.00008056966],"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":[0.00043474464,0.00023388075,0.9716109,0.00019619771,0.00002179717,0.0010539412,0.0002235985,0.000106265186,0.014666919,0.00000982336,0.00072785775,0.010714043],"study_design_scores_gemma":[0.0013446718,0.0011031381,0.9911564,0.00085956336,0.000009402171,0.00012762165,0.000038984348,0.00021797056,0.004354519,0.00012558658,0.0005414891,0.00012067416],"about_ca_topic_score_codex":0.00028927147,"about_ca_topic_score_gemma":0.13215984,"teacher_disagreement_score":0.13187058,"about_ca_system_score_codex":0.00018863981,"about_ca_system_score_gemma":0.00004874582,"threshold_uncertainty_score":0.883676},"labels":[],"label_agreement":null},{"id":"W2588434581","doi":"10.5539/jas.v9n3p30","title":"Evidence for Mangrove Restoration in the Mahakam Delta, Indonesia, Based on Households’ Willingness to Pay","year":2017,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":26,"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":"Japan Society for the Promotion of Science","keywords":"Mangrove; Livelihood; Contingent valuation; Sustainability; Willingness to pay; Restoration ecology; Ecosystem services; Business; Geography; Environmental resource management; Natural resource economics; Ecosystem; Environmental science; Fishery; Ecology; Economics; Agriculture","score_opus":0.03551896699731916,"score_gpt":0.274131587173704,"score_spread":0.23861262017638485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588434581","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":[0.99272597,0.000005612974,0.0011307521,0.0051659173,0.00036066305,0.00037530327,0.000003628224,0.000004222005,0.00022792348],"genre_scores_gemma":[0.99864817,0.000005301931,0.0008922037,0.000274355,0.00011808428,0.0000126591485,4.4340638e-7,0.0000034249445,0.00004536602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982641,0.00004711944,0.00031557673,0.0002189816,0.00087121245,0.00028301685],"domain_scores_gemma":[0.9988531,0.00020058005,0.0004447662,0.0003100244,0.00006915472,0.00012238395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021287452,0.000114634844,0.00014231438,0.0000406785,0.00062572747,0.00042356335,0.0015224474,0.000035799498,0.000008679902],"category_scores_gemma":[0.0006480947,0.000049042515,0.00007091725,0.0003634052,0.00015179599,0.0014139712,0.0001256283,0.00015215305,0.000017952192],"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":[0.00029382197,0.00020537766,0.805977,0.000027082699,0.000003533589,0.000035562785,0.0017066725,0.11727437,0.057694197,0.000119940036,0.0032106566,0.013451814],"study_design_scores_gemma":[0.00022912833,0.0003395839,0.9947799,0.00017079993,0.0000061134433,0.000030762065,0.00021175384,0.0034128071,0.00047200324,0.000053278516,0.00018679467,0.00010708477],"about_ca_topic_score_codex":0.000255953,"about_ca_topic_score_gemma":0.0021094175,"teacher_disagreement_score":0.18880291,"about_ca_system_score_codex":0.00037741222,"about_ca_system_score_gemma":0.00003969657,"threshold_uncertainty_score":0.4812653},"labels":[],"label_agreement":null},{"id":"W2589186850","doi":"10.1007/s10750-017-3118-2","title":"Hydrological controls on the biogeochemical dynamics in a Peruvian mangrove forest","year":2017,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Australian Research Council; Consejo Nacional de Ciencia, Tecnología e Innovación Tecnológica; International Development Research Centre; Universidad Peruana Cayetano Heredia","keywords":"Biogeochemical cycle; Mangrove; Environmental science; Sedimentary organic matter; Organic matter; Dry season; Sediment; Wet season; Biogeochemistry; Ecology; Hydrology (agriculture); Oceanography; Geology; Biology","score_opus":0.010887097403445676,"score_gpt":0.2130048407247909,"score_spread":0.20211774332134522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589186850","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":[0.9582645,0.0000035114012,0.000024596728,0.0021319888,0.00011257198,0.000374329,0.00007246011,0.00003589513,0.038980138],"genre_scores_gemma":[0.99923235,0.0000042577576,0.000041731397,0.00036223355,0.00003212205,0.000055448094,0.000048942995,0.000010266109,0.0002126195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874866,0.0000757875,0.00022131499,0.00039908942,0.000121065306,0.00043410738],"domain_scores_gemma":[0.9988361,0.00019478043,0.00013559095,0.0007615852,0.0000031408472,0.000068824986],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042760107,0.00018988243,0.00022363973,0.00002062585,0.00028691656,0.00008243097,0.00087590155,0.00018841385,0.0004896679],"category_scores_gemma":[0.00032536875,0.00011102286,0.0000910873,0.000051148534,0.0004024777,0.000079002086,0.0005979033,0.00028995454,0.0010021813],"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":[0.000069413196,0.00008675072,0.9937191,0.0000022941792,0.0000070303436,0.00003631533,0.000022832715,0.0005372834,0.0018080432,0.0026242598,0.0004319992,0.0006546757],"study_design_scores_gemma":[0.00080347416,0.0002495055,0.6843628,0.00002720136,0.000008629349,0.000032219068,0.00006403113,0.30440617,0.00015754432,0.008270512,0.0012692955,0.00034860292],"about_ca_topic_score_codex":0.0008502116,"about_ca_topic_score_gemma":0.018259564,"teacher_disagreement_score":0.30935627,"about_ca_system_score_codex":0.00034930566,"about_ca_system_score_gemma":0.0000043368864,"threshold_uncertainty_score":0.99977565},"labels":[],"label_agreement":null},{"id":"W2596585932","doi":"10.1071/mf16322","title":"Large-scale dieback of mangroves in Australia’s Gulf of Carpentaria: a severe ecosystem response, coincidental with an unusually extreme weather event","year":2017,"lang":"en","type":"article","venue":"Marine and Freshwater Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":331,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Carpentaria; Mangrove; Vegetation (pathology); Estuary; Wetland; Storm; Shore; Geography; Coral; Oceanography; Environmental science; Ecology; Geology; Biology","score_opus":0.04045752063394336,"score_gpt":0.305543969885571,"score_spread":0.2650864492516276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596585932","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":[0.99707407,0.0000059078375,0.000020857826,0.00010559157,0.00002876113,0.00044046305,0.00018713961,0.0000059014683,0.002131302],"genre_scores_gemma":[0.9917612,0.000009228469,0.00038179415,0.000003125177,0.00001670611,0.000024517456,0.000024449566,0.000020379463,0.0077585634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978409,0.00029066653,0.00035912966,0.0003999989,0.00062517775,0.00048411958],"domain_scores_gemma":[0.99891466,0.000060085356,0.00012546986,0.0007235591,0.000034246288,0.00014195497],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019004132,0.00015683164,0.00031210858,0.00012186414,0.00015767987,0.0000749193,0.00052248465,0.000081458755,0.0013581729],"category_scores_gemma":[0.000030731095,0.0001179117,0.000040968283,0.00010815581,0.00023911109,0.00033819626,0.0015647229,0.00021087605,0.000035127516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019015414,0.0002403549,0.9906595,0.00009571499,0.000019690837,0.00009348815,0.0015168837,0.0000880264,0.004576543,0.000018832943,0.00014905776,0.00064036396],"study_design_scores_gemma":[0.0022543578,0.0011941219,0.9818006,0.00017345134,0.000012401683,0.00007949522,0.0019636168,0.0073852804,0.0019499292,0.00049460126,0.0024294509,0.00026269362],"about_ca_topic_score_codex":0.05041528,"about_ca_topic_score_gemma":0.82248515,"teacher_disagreement_score":0.7720699,"about_ca_system_score_codex":0.00015500019,"about_ca_system_score_gemma":0.000022278775,"threshold_uncertainty_score":0.9995547},"labels":[],"label_agreement":null},{"id":"W2597655093","doi":"10.1016/j.marpolbul.2017.03.015","title":"Development of an integrated indicator system to assess the impacts of reclamation engineering on a river estuary","year":2017,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"National Natural Science Foundation of China","keywords":"Seawall; Land reclamation; Estuary; Environmental science; Port (circuit theory); Aquaculture; Coastal engineering; Ecological engineering; Hydraulic engineering; Fishery; Civil engineering; Environmental engineering; Environmental resource management; Engineering; Oceanography; Ecology; Fish <Actinopterygii>; Geology","score_opus":0.010711029213874814,"score_gpt":0.21832719158190084,"score_spread":0.20761616236802602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597655093","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":[0.996085,6.148782e-7,0.0018020682,0.0003317822,0.000107859894,0.0002631695,0.0000122971005,0.000025863405,0.0013713319],"genre_scores_gemma":[0.99240005,5.1094935e-7,0.0074497825,0.000018821465,0.000013160019,0.000017107803,0.0000130800845,0.000009714561,0.000077788216],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99913216,0.000038615657,0.0002872171,0.00015254228,0.0002471448,0.00014230607],"domain_scores_gemma":[0.999245,0.00001981366,0.00025062577,0.0003967956,0.000011095633,0.00007670287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052457507,0.000104554405,0.00014169526,0.000054295808,0.00015558023,0.00002563761,0.00032089982,0.000043758817,0.00021246176],"category_scores_gemma":[0.00009043936,0.00007583634,0.000026532342,0.000073155235,0.00003767191,0.000054097814,0.00035897846,0.00007199568,0.00016892969],"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":[0.0012323092,0.0011860706,0.3784904,0.0011667293,0.00027327356,0.00003508552,0.011240243,0.07733128,0.0704246,0.00410339,0.003449186,0.45106745],"study_design_scores_gemma":[0.0002364646,0.00007672473,0.97629035,0.00012452263,0.000008053416,0.000006554283,0.00018435174,0.012427736,0.0036948358,0.0000028270756,0.006830546,0.000117012154],"about_ca_topic_score_codex":0.001338508,"about_ca_topic_score_gemma":0.0006570913,"teacher_disagreement_score":0.5978,"about_ca_system_score_codex":0.00032277632,"about_ca_system_score_gemma":0.000019078227,"threshold_uncertainty_score":0.3092516},"labels":[],"label_agreement":null},{"id":"W2599689278","doi":"10.1016/j.aquabot.2017.03.005","title":"Genetic characterization of cattail species and hybrids ( Typha spp.) in Europe","year":2017,"lang":"en","type":"article","venue":"Aquatic Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Trent University","keywords":"Typha; Hybrid; Biology; Wetland; Range (aeronautics); Typha angustifolia; Invasive species; Introgression; Introduced species; Ecology; Botany; Gene; Genetics","score_opus":0.009300378744185546,"score_gpt":0.20100659338895857,"score_spread":0.19170621464477303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599689278","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":[0.9936933,0.000010462325,0.0003269557,0.00011342678,0.000076842996,0.00012178573,0.000006901377,0.000006024544,0.0056443186],"genre_scores_gemma":[0.99821556,0.000057371202,0.00020267477,0.000018090812,0.000016214599,0.0000030906392,0.0000019714137,0.000009078205,0.0014759792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993825,0.000024217172,0.00018651664,0.00015465883,0.00012597498,0.00012612749],"domain_scores_gemma":[0.9994915,0.000016887878,0.00013337925,0.00031586687,0.000004089795,0.000038273494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012327378,0.00007466347,0.0001249117,0.00001632878,0.00006953545,0.00003932154,0.00017062384,0.000021875898,0.0002811976],"category_scores_gemma":[0.00008130034,0.000069697715,0.000011084775,0.00006261202,0.00010789639,0.00014190258,0.00019504863,0.00003824502,0.0001925405],"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":[0.0000055902306,0.000023722494,0.9232394,0.000013325777,0.0000026314774,0.00000929845,0.00014214363,0.000010010804,0.06986142,0.00003057794,0.000021309663,0.0066405353],"study_design_scores_gemma":[0.0001691523,0.000026617548,0.9845928,0.000022838447,0.0000055347764,0.00000687643,0.000012502485,0.013997554,0.00030649756,0.00008552324,0.0006967224,0.00007738935],"about_ca_topic_score_codex":0.0006396733,"about_ca_topic_score_gemma":0.0030507762,"teacher_disagreement_score":0.06955492,"about_ca_system_score_codex":0.00003152691,"about_ca_system_score_gemma":0.00000543872,"threshold_uncertainty_score":0.30789164},"labels":[],"label_agreement":null},{"id":"W2600033982","doi":"10.3897/bdj.5.e11764","title":"A global map of saltmarshes","year":2017,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":502,"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":"Nelson Mandela Metropolitan University; Rijkswaterstaat; Fundação da Faculdade de Ciências da Universidade de Lisboa; European Environment Agency; European Commission; Ministerio de Agricultura, Alimentación y Medio Ambiente; U.S. Department of Energy","keywords":"Ecosystem services; Wetland; Geography; Environmental resource management; Salt marsh; Livelihood; Ecosystem; Biodiversity; Ecology; Environmental science","score_opus":0.036899245321898165,"score_gpt":0.25327779029142683,"score_spread":0.21637854496952866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600033982","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":[0.99146163,0.000021165475,0.00053583505,0.00081886613,0.0005067091,0.000052914365,0.0024952781,0.000008046905,0.0040995795],"genre_scores_gemma":[0.99840593,0.000025487565,0.001333167,0.000029527566,0.000040965948,4.016609e-8,0.000045715016,0.0000012116825,0.0001179249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999314,0.000020262989,0.000114633585,0.00015130691,0.00024982353,0.0001499874],"domain_scores_gemma":[0.9988176,0.0000073744586,0.00024167802,0.0008152203,0.0000076190863,0.000110504734],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030900343,0.00006327594,0.000101618825,0.000009778938,0.00055190414,0.0001207156,0.0018697614,0.000034045115,0.0013353219],"category_scores_gemma":[0.000053449432,0.00005639402,0.00003615628,0.00002036777,0.00015214297,0.00076600374,0.0032969343,0.000063744425,0.00087465363],"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":[0.000019685032,0.000024149043,0.9083263,0.000004902903,0.000012296735,0.000027578024,0.000016658265,0.000011278762,0.00002554949,0.0000043946425,0.08828707,0.0032401145],"study_design_scores_gemma":[0.00033618178,0.000030764484,0.95954263,0.000011384672,0.000024921068,0.000098698554,0.00007687393,0.0008673075,0.0000059532845,0.00013246914,0.038785383,0.000087403445],"about_ca_topic_score_codex":0.0013272093,"about_ca_topic_score_gemma":0.002015719,"teacher_disagreement_score":0.051216338,"about_ca_system_score_codex":0.000104844934,"about_ca_system_score_gemma":0.000012686362,"threshold_uncertainty_score":0.99990326},"labels":[],"label_agreement":null},{"id":"W2604972603","doi":"10.1139/cjm-2016-0587","title":"Comparative bacterial community analysis in relatively pristine and anthropogenically influenced mangrove ecosystems on the Red Sea","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":34,"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":"King Abdulaziz City for Science and Technology; King Abdulaziz University","keywords":"Mangrove; Mangrove ecosystem; Ecology; Ecosystem; Microbial population biology; Biology; Environmental science; Rhizophoraceae; Geography; Bacteria","score_opus":0.020162856853293224,"score_gpt":0.24334292817258688,"score_spread":0.22318007131929365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604972603","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":[0.9973515,0.000015541946,0.00001923366,0.0009995911,0.00017993455,0.0001312547,0.00015515106,0.0000012864359,0.0011464892],"genre_scores_gemma":[0.999779,0.0000050207523,0.000056630895,0.00006959094,0.000025020645,0.0000012168485,0.0000151746735,0.000004609891,0.00004377844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986774,0.00054762623,0.000380966,0.00011956214,0.00003868517,0.00023577434],"domain_scores_gemma":[0.99872714,0.00022051533,0.0005002555,0.0003392638,0.000025352738,0.00018747701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009196522,0.00011782756,0.00039255584,0.00011610789,0.0005695762,0.00006771434,0.00054983346,0.00009383253,0.00044789203],"category_scores_gemma":[0.00021600585,0.00008188292,0.00007367705,0.00011207722,0.0005967891,0.0001037721,0.000106909894,0.00042933758,0.000022468845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016897038,0.000029266801,0.95657057,0.0000055609607,0.00025887936,0.00007571513,0.0018898103,0.00066141546,0.03883123,0.000059769758,0.0012803454,0.0001684496],"study_design_scores_gemma":[0.0005830255,0.00025624273,0.9938452,0.000044510907,0.00006724038,0.00014954736,0.00042904203,0.0006330479,0.00023529453,0.00009868485,0.0035192748,0.00013886818],"about_ca_topic_score_codex":0.047798373,"about_ca_topic_score_gemma":0.87300676,"teacher_disagreement_score":0.82520837,"about_ca_system_score_codex":0.0002946424,"about_ca_system_score_gemma":0.00008412381,"threshold_uncertainty_score":0.9585424},"labels":[],"label_agreement":null},{"id":"W2605478750","doi":"10.1093/jhered/esx036","title":"Asymmetric Hybridization in Cattails (Typha spp.) and Its Implications for the Evolutionary Maintenance of Native Typha latifolia","year":2017,"lang":"en","type":"article","venue":"Journal of Heredity","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Biology; Hybrid; Typha; Dominance (genetics); Botany; Pollen; Intraspecific competition; Ecology; Wetland; Genetics; Gene","score_opus":0.01922717240687025,"score_gpt":0.2717440738812824,"score_spread":0.25251690147441214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605478750","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":[0.99051785,0.00033703982,0.00529945,0.0018903948,0.00033890794,0.00032930943,0.00010281275,0.0000025468723,0.0011816928],"genre_scores_gemma":[0.9992559,0.00014057959,0.00038719585,0.000012697308,0.000068174835,0.000005423956,0.0000015107388,0.0000047377966,0.00012380324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993494,0.000027410619,0.00028949408,0.00008710856,0.00013636416,0.00011023495],"domain_scores_gemma":[0.9989524,0.00019853906,0.00057532795,0.00015888675,0.00007380083,0.00004107372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005317922,0.00005977761,0.00013652128,0.000045597404,0.00019084541,0.000019791622,0.00025948777,0.000031775045,0.00002653072],"category_scores_gemma":[0.00057587243,0.000041385916,0.000043513526,0.0001105227,0.00007071484,0.00033915247,0.00010880516,0.00009382686,0.000003979292],"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":[0.00011037409,0.00015281251,0.9691924,0.000049083235,0.000039190312,0.000003795516,0.00019947915,0.0029099179,0.0010151222,0.00097312784,0.010019177,0.015335524],"study_design_scores_gemma":[0.00036548506,0.00005698901,0.9815264,0.000028203829,0.000014455329,0.000042989424,0.000041532796,0.014241481,0.000094281866,0.0024728992,0.0010692592,0.00004606695],"about_ca_topic_score_codex":0.00015398512,"about_ca_topic_score_gemma":0.0010077807,"teacher_disagreement_score":0.0152894575,"about_ca_system_score_codex":0.0001577859,"about_ca_system_score_gemma":0.000026971851,"threshold_uncertainty_score":0.16876687},"labels":[],"label_agreement":null},{"id":"W2605597166","doi":"","title":"Methods for restoring sedge/grass meadow community in a Typha-invaded Lake Ontario drowned-river-mouth wetland","year":2017,"lang":"en","type":"dissertation","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Typha; Wetland; Typha angustifolia; Geography; Agroforestry; Ecology; Environmental science; Biology","score_opus":0.023978231734875233,"score_gpt":0.24700712214352596,"score_spread":0.22302889040865073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605597166","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":[0.85602087,0.000024041528,0.00056964136,0.000009141737,0.0019985917,0.0013192624,0.00033402655,0.00011414507,0.13961029],"genre_scores_gemma":[0.7312436,0.0000030833262,0.0010190667,0.0000029670125,0.000042138003,0.000003944265,0.001343631,0.00006233623,0.26627925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99710506,0.00026769226,0.00075238524,0.00072265137,0.0005348619,0.00061731803],"domain_scores_gemma":[0.9967952,0.00023804851,0.0012873346,0.0011990942,0.00009268081,0.00038766625],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007007015,0.00057000923,0.0010966767,0.00024074766,0.0007781163,0.0002179168,0.0013318659,0.00044528162,0.00006354739],"category_scores_gemma":[0.000082788254,0.0006677893,0.00040013363,0.00021615834,0.00016119507,0.0008435736,0.00032967722,0.000688247,0.00005872833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005077728,0.00081447273,0.80184644,0.00618467,0.0009406044,0.0010613202,0.10477758,0.0013850497,0.0032789486,0.00002801275,0.018704161,0.05590103],"study_design_scores_gemma":[0.010116661,0.0015675253,0.5190179,0.0063504726,0.0010821732,0.0003629498,0.08501262,0.0013177685,0.0017238637,0.00058305805,0.36815545,0.004709591],"about_ca_topic_score_codex":0.18703413,"about_ca_topic_score_gemma":0.89673644,"teacher_disagreement_score":0.7097023,"about_ca_system_score_codex":0.0021739379,"about_ca_system_score_gemma":0.0006537077,"threshold_uncertainty_score":0.99957734},"labels":[],"label_agreement":null},{"id":"W2606062294","doi":"10.1007/s10750-017-3190-7","title":"Plants in aquatic ecosystems: current trends and future directions","year":2017,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":166,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Aquatic ecosystem; Aquatic science; Ecology; Range (aeronautics); Aquatic plant; Ecosystem; Environmental resource management; Geography; Biology; Environmental science; Macrophyte; Engineering","score_opus":0.010803238403256166,"score_gpt":0.23839628284706044,"score_spread":0.22759304444380427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606062294","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":[0.98767936,0.00031662296,0.0000059953545,0.00021729515,0.00071700354,0.00009953246,0.000037354264,0.00003296283,0.010893845],"genre_scores_gemma":[0.9991963,0.00029849957,0.000030064752,0.0000067238466,0.00008592618,0.00001828498,0.000022083406,0.0000062554927,0.00033584418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992559,0.00004061054,0.00016274936,0.00026390192,0.000059279893,0.00021755329],"domain_scores_gemma":[0.99948186,0.000022337366,0.000103503335,0.0003331706,9.868929e-7,0.000058161993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015852704,0.00011576344,0.00015662442,0.000046727997,0.00022897698,0.00005405428,0.00021268397,0.000069000394,0.0002584732],"category_scores_gemma":[0.00001899311,0.00009121935,0.00002650613,0.000051391587,0.00006764124,0.00013477779,0.00024020807,0.00011420189,0.00022629765],"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":[0.000009072699,0.000051181563,0.827019,0.0000132419855,0.00000514264,0.0000080310265,0.00019137085,0.000031960302,0.00028016098,0.000037147456,0.0006664192,0.17168732],"study_design_scores_gemma":[0.00040188813,0.000047174897,0.8883923,0.000047703874,0.000005797295,0.000037490925,0.0000639228,0.019451559,0.00001952501,0.00014887133,0.09116153,0.00022220447],"about_ca_topic_score_codex":0.0009392554,"about_ca_topic_score_gemma":0.03148733,"teacher_disagreement_score":0.17146511,"about_ca_system_score_codex":0.0000959536,"about_ca_system_score_gemma":0.0000027172405,"threshold_uncertainty_score":0.9861855},"labels":[],"label_agreement":null},{"id":"W2608720333","doi":"10.1139/er-2016-0110","title":"Integrating dispersal proxies in ecological and environmental research in the freshwater realm","year":2017,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":125,"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":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Office National de l’Eau et des Milieux Aquatiques; Hungarian Scientific Research Fund; Fondation pour la Recherche sur la Biodiversite","keywords":"Biological dispersal; Metacommunity; Ecology; Context (archaeology); Geography; Biology; Population","score_opus":0.04534020158158141,"score_gpt":0.3106018147081696,"score_spread":0.2652616131265882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608720333","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":[0.9917481,0.0007206042,0.000005126854,0.00060253515,0.000052076768,0.0011375127,0.00001946943,0.000005446303,0.005709109],"genre_scores_gemma":[0.99545014,0.0034928373,0.00027971438,0.000098095334,0.000036165697,0.00022712631,0.000029075976,0.000016403012,0.00037041793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737346,0.00060022465,0.0004795456,0.00055699795,0.0004469815,0.0005428021],"domain_scores_gemma":[0.99890673,0.00014216543,0.00014048074,0.00072337897,1.0461447e-7,0.00008714601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002918005,0.00023397904,0.0003222722,0.00005095556,0.0004954902,0.00015633724,0.0007687785,0.00010232178,0.00056591124],"category_scores_gemma":[0.00009911692,0.00014422473,0.00006672764,0.00005990786,0.0007985663,0.00038441198,0.0011217932,0.0005775006,0.00065691984],"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":[0.000015652748,0.0002556189,0.9536581,0.000012083148,0.0000018592683,0.00006442848,0.0012743131,0.000004503392,0.0018781679,0.00002572005,0.00026972464,0.042539798],"study_design_scores_gemma":[0.00039696423,0.00012857158,0.9294999,0.00009173396,0.000004932289,0.000044124972,0.0018361844,0.0029135335,0.000032461587,0.000477921,0.064337105,0.00023652226],"about_ca_topic_score_codex":0.0009112218,"about_ca_topic_score_gemma":0.028068244,"teacher_disagreement_score":0.06406738,"about_ca_system_score_codex":0.00048092665,"about_ca_system_score_gemma":0.0000026315024,"threshold_uncertainty_score":0.989667},"labels":[],"label_agreement":null},{"id":"W2610696802","doi":"10.1016/j.jglr.2017.04.008","title":"Coastal wetland vegetation community classification and distribution across environmental gradients throughout the Laurentian Great Lakes","year":2017,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"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":"U.S. Environmental Protection Agency","keywords":"Phragmites; Wetland; Typha; Vegetation (pathology); Ecology; Plant community; Vegetation classification; Multidimensional scaling; Range (aeronautics); Environmental science; Indicator species; Geography; Species richness; Habitat; Biology","score_opus":0.0517691795163441,"score_gpt":0.3450932937795684,"score_spread":0.2933241142632243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610696802","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":[0.9975304,0.000070493516,0.00017676977,0.00067624263,0.00016675572,0.0002386343,0.00017457647,0.0000061981646,0.00095994683],"genre_scores_gemma":[0.99907124,0.00024419787,0.00002242253,0.000008029227,0.000095206786,0.0000070088745,0.00010521896,0.000013924849,0.00043275687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974964,0.00057379453,0.00037520906,0.00017953022,0.00095765747,0.00041739084],"domain_scores_gemma":[0.9986131,0.00020253166,0.00038945323,0.0005843945,0.000041112493,0.00016940277],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027208216,0.00015064618,0.00020677003,0.000034374134,0.0030282529,0.0005076092,0.00075625913,0.00009543808,0.00011103386],"category_scores_gemma":[0.00021654816,0.00010108902,0.000086689506,0.00008906254,0.0010722191,0.0008110005,0.0006384786,0.0007959617,0.000058103295],"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":[0.00016651931,0.00014421181,0.97538203,0.00003212915,0.000042043917,0.000020296558,0.002142432,0.00005603199,0.0056604454,0.000041022402,0.0008496394,0.015463202],"study_design_scores_gemma":[0.0007610679,0.00024207427,0.98805,0.000058537793,0.000020490983,0.00015849805,0.001781599,0.0034882224,0.00016807017,0.00046116847,0.0047017606,0.0001085312],"about_ca_topic_score_codex":0.0006755231,"about_ca_topic_score_gemma":0.03152923,"teacher_disagreement_score":0.030853705,"about_ca_system_score_codex":0.00029314487,"about_ca_system_score_gemma":0.000015684169,"threshold_uncertainty_score":0.9982697},"labels":[],"label_agreement":null},{"id":"W2612023115","doi":"10.1016/j.marpol.2017.05.007","title":"Solutions to blue carbon emissions: Shrimp cultivation, mangrove deforestation and climate change in coastal Bangladesh","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":106,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Manitoba","funders":"Leibniz-Zentrum für Marine Tropenforschung; Alexander von Humboldt-Stiftung","keywords":"Mangrove; Blue carbon; Deforestation (computer science); Shrimp; Environmental science; Shrimp farming; Greenhouse gas; Climate change; Carbon sequestration; Agroforestry; Penaeus monodon; Ecosystem; Fishery; Environmental protection; Aquaculture; Ecology; Carbon dioxide; Biology","score_opus":0.01747573927425607,"score_gpt":0.271674795487726,"score_spread":0.25419905621346994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612023115","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":[0.9824647,0.0000026286086,0.00003460536,0.003014687,0.000057649642,0.00036923698,0.000051345825,0.000027540298,0.013977653],"genre_scores_gemma":[0.99894404,0.000038536047,0.0002654255,0.00015997789,0.000105333,0.000081606406,0.000039349976,0.000014815153,0.0003509288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905384,0.000023364735,0.00018031981,0.00024287993,0.00013569063,0.00036391083],"domain_scores_gemma":[0.99942154,0.00001926587,0.00008928869,0.00031331799,0.0000075518615,0.00014903587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001747697,0.00012145322,0.0001216735,0.00010205661,0.00029332857,0.00008211488,0.0001684123,0.000050644576,0.00007546196],"category_scores_gemma":[0.00018264164,0.00011681841,0.00001998905,0.00013336404,0.00005659354,0.00025114053,0.001324497,0.00007435222,0.00005592216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020115185,0.000034846395,0.9683467,0.000019457393,0.000002042885,0.000005554356,0.0010127523,0.00012368726,0.00035225754,0.0011333833,0.00006692461,0.02888229],"study_design_scores_gemma":[0.00031510566,0.00004217835,0.9788817,0.000032508025,0.000003783316,0.000009127019,0.00007915061,0.019130243,0.000026066304,0.0005532164,0.00079011737,0.0001367912],"about_ca_topic_score_codex":0.084807925,"about_ca_topic_score_gemma":0.25571996,"teacher_disagreement_score":0.17091203,"about_ca_system_score_codex":0.00018908775,"about_ca_system_score_gemma":0.000010172882,"threshold_uncertainty_score":0.9212864},"labels":[],"label_agreement":null},{"id":"W2616121087","doi":"","title":"Les habitats benthiques de la Rade de Cherbourg : une enclave de sédiments meubles dans une zone à très fort de hydrodynamisme","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"GDG Environnement","funders":"","keywords":"Humanities; Geology; Forestry; Geography; Art","score_opus":0.008425921351768954,"score_gpt":0.22863974347102403,"score_spread":0.22021382211925508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616121087","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":[0.5869136,0.0005249753,0.32589412,0.011861154,0.00015837232,0.00064117945,0.00023614282,0.0002292256,0.073541254],"genre_scores_gemma":[0.9156471,0.0016837576,0.060278993,0.000104387116,0.000054521443,0.00020424878,0.00029688605,0.00014570047,0.02158441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98493874,0.010059021,0.0011154605,0.0014035236,0.0008144313,0.0016688021],"domain_scores_gemma":[0.992763,0.0027216591,0.00092004146,0.0024148375,0.0002782831,0.0009021985],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012409045,0.000852007,0.000779105,0.00018750338,0.00096243137,0.0005489839,0.0025565194,0.0009730526,0.00061755895],"category_scores_gemma":[0.001141323,0.00089186354,0.00049256074,0.00059887307,0.0012918923,0.0003783806,0.0027374867,0.001162641,0.00017394153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013375169,0.003167323,0.49368912,0.0009606441,0.0006091414,0.00014399701,0.083460264,0.0069964854,0.18175529,0.10081709,0.0012120854,0.12705481],"study_design_scores_gemma":[0.0023695847,0.0000074612117,0.5365444,0.008027778,0.00041900238,0.00038467438,0.0019675689,0.28452075,0.08265668,0.05677929,0.02403066,0.0022921702],"about_ca_topic_score_codex":0.08166559,"about_ca_topic_score_gemma":0.15007585,"teacher_disagreement_score":0.32873353,"about_ca_system_score_codex":0.004964735,"about_ca_system_score_gemma":0.0006197399,"threshold_uncertainty_score":0.99935323},"labels":[],"label_agreement":null},{"id":"W2617268218","doi":"10.3390/f8060190","title":"Mangrove Carbon Stocks and Ecosystem Cover Dynamics in Southwest Madagascar and the Implications for Local Management","year":2017,"lang":"en","type":"article","venue":"Forests","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":53,"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 British Columbia","funders":"John D. and Catherine T. MacArthur Foundation","keywords":"Mangrove; Blue carbon; Ecosystem services; Environmental science; Ecosystem; Carbon sink; Carbon sequestration; Agroforestry; Livelihood; Geography; Sustainable management; Ecology; Agriculture; Sustainability; Biology","score_opus":0.005433324387157686,"score_gpt":0.21503091356365367,"score_spread":0.20959758917649599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617268218","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":[0.9849377,0.000021843389,0.0044231233,0.0008319603,0.000083564824,0.0010769021,0.00011979092,0.000012943302,0.008492116],"genre_scores_gemma":[0.9990764,0.000015011465,0.00010987005,0.0000232468,0.000014151135,0.00016448012,0.000014040262,0.000013222224,0.0005695431],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928963,0.000018133593,0.00015488197,0.0002481156,0.000083726256,0.0002054882],"domain_scores_gemma":[0.99934584,0.00006083051,0.00009645431,0.00043794888,0.0000038041667,0.00005514173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025831716,0.00010842436,0.0001387063,0.000020846173,0.0002490547,0.00009925949,0.00023457692,0.00004682124,0.0000051434354],"category_scores_gemma":[0.000013124117,0.00007991591,0.000027496251,0.000027050975,0.0001633039,0.00009234959,0.0004573973,0.000053033153,0.000009504031],"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":[0.000058029913,0.00001514495,0.98177934,0.000057079313,0.000013238858,0.0000025608222,0.0001458074,0.0009556043,0.000001323563,0.010668236,0.00008098442,0.006222664],"study_design_scores_gemma":[0.0010284889,0.00001887422,0.7336396,0.000020819727,0.00001728435,0.000010374856,0.00017015246,0.2606255,4.7115407e-7,0.004024636,0.00035598007,0.000087810775],"about_ca_topic_score_codex":0.00188698,"about_ca_topic_score_gemma":0.3909115,"teacher_disagreement_score":0.38902453,"about_ca_system_score_codex":0.00024006743,"about_ca_system_score_gemma":0.000003004181,"threshold_uncertainty_score":0.6202028},"labels":[],"label_agreement":null},{"id":"W2625875929","doi":"10.5555/arwg.1480-6800.17.2.166","title":"An Assessment of Avicennia marina Forest Structure and Aboveground Biomass in Eastern Mangrove Lagoon National Park, Abu Dhabi","year":2014,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"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":"Basal area; Avicennia marina; Diameter at breast height; Mangrove; Biomass (ecology); Crown (dentistry); Forestry; Population; Geography; Range (aeronautics); Biology; Population density; Ecology; Demography","score_opus":0.005030378222027327,"score_gpt":0.24408165055263129,"score_spread":0.23905127233060397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625875929","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":[0.98568237,0.000014031626,0.00036125424,0.00007626436,0.00008805797,0.00020893838,0.00003301566,0.000017038474,0.013519036],"genre_scores_gemma":[0.9980275,0.0000032209703,0.0014440397,0.00008401,0.000027152495,0.0000119013075,0.000041514457,0.000016604905,0.00034405437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986362,0.000069517104,0.00027649038,0.00036599368,0.00038208603,0.00026973005],"domain_scores_gemma":[0.99944615,0.00005712984,0.00012940566,0.00025398587,0.0000137906545,0.00009954618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031883392,0.00017434967,0.00019508533,0.00014698452,0.000059838978,0.000050238054,0.00020297662,0.00006084406,0.0006405889],"category_scores_gemma":[0.0000053815784,0.00015807486,0.000046355846,0.00039195988,0.00011727141,0.00026694714,0.00016086781,0.000118630865,0.000015961417],"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":[0.000014602936,0.00007510933,0.9938651,0.000028742848,0.00001144419,0.0000020084267,0.000057149453,0.00070865196,0.0008920122,0.00081401295,0.000048715683,0.003482462],"study_design_scores_gemma":[0.00048486463,0.000067788904,0.9511684,0.000020981224,0.0000088683055,0.0000040943128,0.000028382176,0.043046515,0.000012536576,0.0036871785,0.0012952538,0.00017509428],"about_ca_topic_score_codex":0.0028673166,"about_ca_topic_score_gemma":0.19649926,"teacher_disagreement_score":0.19363193,"about_ca_system_score_codex":0.00007339473,"about_ca_system_score_gemma":0.000006980219,"threshold_uncertainty_score":0.81816256},"labels":[],"label_agreement":null},{"id":"W2657265192","doi":"10.1038/ncomms14792","title":"Vulnerability of Louisiana’s coastal wetlands to present-day rates of relative sea-level rise","year":2017,"lang":"en","type":"article","venue":"Nature Communications","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":320,"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":"University of Ottawa; Water Institute of the Gulf; U.S. Department of Energy; U.S. Geological Survey; Louisiana State University; Tulane University; National Science Foundation","keywords":"Wetland; Environmental science; Accretion (finance); Sea level rise; Sea level; Coastal plain; Subsidence; Hydrology (agriculture); Oceanography; Mississippi delta; Water table; Elevation (ballistics); Submersion (mathematics); Physical geography; Geology; Geography; Climate change; Ecology; Geomorphology; Groundwater; Water resource management","score_opus":0.033436637530190334,"score_gpt":0.3242355049559492,"score_spread":0.2907988674257589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2657265192","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":[0.8501258,0.00029383917,0.0019116845,0.009831615,0.0002886128,0.0011599695,0.0021118715,0.000045543347,0.13423109],"genre_scores_gemma":[0.9945524,0.000045297467,0.0044723065,0.000019644247,0.0000129939945,0.000018331706,0.00006539472,0.000011727744,0.0008019226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880165,0.00020020774,0.00034153226,0.00021501808,0.00027044615,0.00017117098],"domain_scores_gemma":[0.99572223,0.00035073684,0.0003380725,0.0034073945,0.000073022464,0.00010853986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063835684,0.00012706759,0.00024349544,0.000041530075,0.00038510447,0.000027013211,0.0020276841,0.00017536723,0.00014936544],"category_scores_gemma":[0.00080291793,0.000113778806,0.00008865383,0.0001596614,0.00043429772,0.0002792194,0.002364179,0.000497441,0.000056575856],"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":[0.000028379774,0.00022365672,0.98914635,0.00001921919,0.000035939534,4.7100804e-7,0.00069950003,0.00033879557,0.0014536316,0.001585308,0.004509608,0.0019591677],"study_design_scores_gemma":[0.00025593312,0.000049506507,0.9826482,0.00003984729,0.00002324565,0.0000016232349,0.00010507755,0.005965822,0.00087317167,0.00084537757,0.009059052,0.00013316191],"about_ca_topic_score_codex":0.0022583504,"about_ca_topic_score_gemma":0.0898968,"teacher_disagreement_score":0.14442661,"about_ca_system_score_codex":0.00007661901,"about_ca_system_score_gemma":0.000025264251,"threshold_uncertainty_score":0.9267102},"labels":[],"label_agreement":null},{"id":"W2698862330","doi":"10.1002/fee.1504","title":"Integrating geographically isolated wetlands into land management decisions","year":2017,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Manitoba; Western University","funders":"U.S. Geological Survey; U.S. Fish and Wildlife Service; Global Institute for Water Security, University of Saskatchewan","keywords":"Wetland; Environmental resource management; Ecosystem services; Watershed; Ecosystem; Environmental science; Watershed management; Environmental planning; Computer science; Geography; Ecology","score_opus":0.00985374069293569,"score_gpt":0.23910166039731826,"score_spread":0.22924791970438257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2698862330","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007775477,0.9838264,0.005387203,0.00021779316,0.0012812635,0.00236458,0.000025339898,0.000031597214,0.0060882987],"genre_scores_gemma":[0.0019651123,0.993342,0.0031148654,0.00004200551,0.000025449937,0.00022625411,0.000056909823,0.00003414534,0.0011932455],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760664,0.00037949535,0.00068099116,0.0006683767,0.00021013137,0.0004543872],"domain_scores_gemma":[0.99842423,0.0002536877,0.00041458703,0.0007961452,0.0000011039504,0.00011025407],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011366656,0.00044473403,0.0013240594,0.0001575576,0.00053139176,0.00006615708,0.0008324253,0.00040828873,0.00017418551],"category_scores_gemma":[0.000051926396,0.00027595268,0.0002566833,0.00011160476,0.0008323131,0.0000840548,0.0015284393,0.00061359047,0.00015853361],"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":[0.000042252293,0.00006972387,0.06096258,0.00029371568,0.00022137657,0.000068370195,0.00012667902,0.0000769109,8.766104e-9,0.00012056373,0.00059881224,0.937419],"study_design_scores_gemma":[0.0011823957,0.00007001885,0.009388551,0.0010018661,0.0004775552,0.000038575963,0.000077886485,0.0027159571,4.4062975e-9,0.004765368,0.97986454,0.0004172539],"about_ca_topic_score_codex":0.00011732085,"about_ca_topic_score_gemma":0.0016951724,"teacher_disagreement_score":0.97926575,"about_ca_system_score_codex":0.00034655086,"about_ca_system_score_gemma":0.00000879292,"threshold_uncertainty_score":0.99996924},"labels":[],"label_agreement":null},{"id":"W2727823617","doi":"10.1016/j.jag.2017.06.010","title":"Mapping mangrove forests using multi-tidal remotely-sensed data and a decision-tree-based procedure","year":2017,"lang":"en","type":"article","venue":"International Journal of Applied Earth Observation and Geoinformation","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":105,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Mangrove; Normalized Difference Vegetation Index; Thematic Mapper; Intertidal zone; Geography; Remote sensing; Digital elevation model; Wetland; Elevation (ballistics); Land cover; Environmental science; Vegetation (pathology); Land use; Ecology; Satellite imagery; Leaf area index; Oceanography; Geology","score_opus":0.03740659256755462,"score_gpt":0.2715000732580019,"score_spread":0.23409348069044728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727823617","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":[0.92094517,0.0000057579555,0.07799519,0.0003042726,0.00020057739,0.00015889126,0.000022646645,0.000008299268,0.00035921106],"genre_scores_gemma":[0.9494487,0.000015003118,0.05017877,0.0002030693,0.000069543596,8.46531e-7,0.000057558824,0.00000688241,0.000019604508],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987826,0.000006453743,0.00048713465,0.00013728059,0.00047086691,0.00011570196],"domain_scores_gemma":[0.9987,0.000049795464,0.00083085225,0.00024201757,0.00009457783,0.00008275252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004310331,0.00011206112,0.00013272747,0.00010310071,0.00023280794,0.0003533099,0.00042456953,0.00006244826,0.000033044325],"category_scores_gemma":[0.00016127729,0.00009975594,0.000025758405,0.00004646578,0.000058657068,0.0016538735,0.0003323309,0.000111729496,0.000012241999],"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":[0.00065782893,0.00008004874,0.4999667,0.00007708178,0.00007573342,0.000019625737,0.0014142204,0.03187728,0.0034056476,0.0002060064,0.00024423056,0.46197557],"study_design_scores_gemma":[0.00086764526,0.000011665326,0.4602447,0.00005797691,0.0000052165133,0.00003466404,0.00009052014,0.5375285,0.00004476046,0.0002678517,0.0007800209,0.00006645116],"about_ca_topic_score_codex":0.00007804682,"about_ca_topic_score_gemma":0.0012207646,"teacher_disagreement_score":0.50565124,"about_ca_system_score_codex":0.00006127691,"about_ca_system_score_gemma":0.00003407918,"threshold_uncertainty_score":0.40679294},"labels":[],"label_agreement":null},{"id":"W2735684929","doi":"10.1139/cjb-2017-0034","title":"Structural differences in the secondary phloem suggest higher support and storage potential in stems than roots of <i>Cytharexylum myrianthum</i> Cham. (Verbenaceae)","year":2017,"lang":"en","type":"article","venue":"Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"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":"Universidade Estadual Paulista; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Phloem; Biology; Verbenaceae; Botany; Secondary growth; Xylem","score_opus":0.010189339046736901,"score_gpt":0.21103203065534587,"score_spread":0.20084269160860896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735684929","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":[0.99362165,0.00005398748,0.0000023058617,0.00022779034,0.00034917248,0.00028766567,0.00009594324,0.000009502532,0.005351964],"genre_scores_gemma":[0.99929047,0.00001922461,0.000013844527,0.000031532847,0.000050214523,0.000010436487,0.0000039022543,0.000012930651,0.0005674774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864244,0.00009333858,0.00030207625,0.0003162907,0.0003227873,0.00032306457],"domain_scores_gemma":[0.99918264,0.000037977705,0.00020919874,0.00050312147,0.000004343314,0.000062706036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003660771,0.00018114648,0.0002787799,0.00003292182,0.0001709023,0.00011611346,0.00058319524,0.00008923965,0.0006124315],"category_scores_gemma":[0.000013673373,0.00012729543,0.000045901754,0.00006674694,0.00021164163,0.00034570027,0.0003814085,0.00020338377,0.000019785572],"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":[0.000038407354,0.000036471756,0.9941351,0.000027076301,0.0000069491,0.000096988384,0.00068219984,0.00002257746,0.0028886953,0.000045896635,0.00015224512,0.0018674134],"study_design_scores_gemma":[0.00061539304,0.00006929909,0.99649173,0.00003147067,0.000006470247,0.000026030139,0.00036222997,0.0018263749,0.000020548621,0.00017021978,0.000217289,0.00016292275],"about_ca_topic_score_codex":0.005471124,"about_ca_topic_score_gemma":0.0580058,"teacher_disagreement_score":0.052534677,"about_ca_system_score_codex":0.0000668169,"about_ca_system_score_gemma":0.000014553816,"threshold_uncertainty_score":0.95918316},"labels":[],"label_agreement":null},{"id":"W2737319297","doi":"10.1007/978-3-319-56179-0_21","title":"Returning the Tide to Dikelands in a Macrotidal and Ice-Influenced Environment: Challenges and Lessons Learned","year":2017,"lang":"en","type":"book-chapter","venue":"Coastal research library","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University; Ducks Unlimited Canada; Mount Allison University; University of New Brunswick","funders":"","keywords":"Salt marsh; Seawall; Dredging; Spartina alterniflora; Environmental science; Intertidal zone; Marsh; Oceanography; Hydrology (agriculture); Geography; Ecology; Wetland; Engineering; Geology; Biology","score_opus":0.0786248622208436,"score_gpt":0.3148612669923416,"score_spread":0.23623640477149804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737319297","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06632064,0.0025941671,0.000006830776,0.010765834,0.000070910355,0.0012994565,0.00023532702,0.000055583354,0.9186512],"genre_scores_gemma":[0.580914,0.021122929,0.00013625396,0.00009810678,0.00013069175,0.00009436041,0.00006408544,0.00014208778,0.39729744],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997076,0.00015814755,0.00031490615,0.000910331,0.0008208298,0.0007197844],"domain_scores_gemma":[0.9981646,0.00045694917,0.00012160931,0.0008500611,0.0000052453584,0.0004015136],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010214036,0.00036558163,0.00039886907,0.00019338689,0.0005125461,0.000333667,0.00079189974,0.00027481376,0.0005722777],"category_scores_gemma":[0.00013542779,0.0002832086,0.000058279493,0.000036191534,0.00082318945,0.0005950599,0.006274068,0.0012507373,0.0003806084],"study_design_candidate":"design_other","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":[0.0009812467,0.00010738145,0.01761526,0.00066921464,0.0001332609,0.001247907,0.009325955,0.00021809054,0.0018026639,0.026954697,0.006394361,0.93455],"study_design_scores_gemma":[0.0011263636,0.00067409006,0.0916381,0.0014466627,0.000025553605,0.00016600158,0.0008975167,0.0014686395,0.00007142337,0.065073505,0.83620083,0.0012112922],"about_ca_topic_score_codex":0.00026552763,"about_ca_topic_score_gemma":0.0030553793,"teacher_disagreement_score":0.93333864,"about_ca_system_score_codex":0.00008448199,"about_ca_system_score_gemma":0.000044099837,"threshold_uncertainty_score":0.99996203},"labels":[],"label_agreement":null},{"id":"W2742815490","doi":"10.31390/gradschool_dissertations.2940","title":"Belowground biomass of Spartina alterniflora: seasonal variability and response to nutrients","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"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":"Spartina alterniflora; Biomass (ecology); Nutrient; Environmental science; Salt marsh; Agronomy; Spartina; Macrophyte; Biology; Ecology; Marsh; Wetland","score_opus":0.004828333136745513,"score_gpt":0.2235363542398224,"score_spread":0.21870802110307688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742815490","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":[0.9843343,0.000006233989,0.00026695916,0.000042726166,0.00023019669,0.00042471968,0.00011673416,0.000024413304,0.014553728],"genre_scores_gemma":[0.9825617,0.0000015528606,0.000602099,0.000011494581,0.000021215084,0.000024384426,0.0002973568,0.000021209536,0.016458955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983139,0.0001261131,0.00039159742,0.0004974904,0.00041830738,0.0002526068],"domain_scores_gemma":[0.99921936,0.00013977014,0.00016533051,0.00030827956,0.00001907437,0.0001481756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000732798,0.00022484313,0.00030056984,0.000058877566,0.00006608546,0.00003178895,0.00018406755,0.00016246196,0.000609279],"category_scores_gemma":[0.00010548388,0.00020827864,0.000060786435,0.00024017035,0.000042563304,0.000093166294,0.00016680062,0.000088959365,0.00014159168],"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":[0.00553396,0.0007209566,0.9297356,0.0007269818,0.000065051434,0.000026611897,0.0010237944,0.00023881198,0.047520682,0.00014151425,0.00548192,0.008784109],"study_design_scores_gemma":[0.00034412366,0.00014938196,0.99344456,0.00006884537,0.000033818775,0.0000043657365,0.00012907246,0.001190987,0.0014844127,0.00041311118,0.00241406,0.00032326055],"about_ca_topic_score_codex":0.0026037225,"about_ca_topic_score_gemma":0.011781756,"teacher_disagreement_score":0.06370895,"about_ca_system_score_codex":0.00023232595,"about_ca_system_score_gemma":0.000026315385,"threshold_uncertainty_score":0.8493357},"labels":[],"label_agreement":null},{"id":"W2753127580","doi":"","title":"Changements dans les milieux humides du fleuve Saint-Laurent de 1970 à 2002","year":2011,"lang":"fr","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"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; Forestry; Geography; Art","score_opus":0.028001040952332627,"score_gpt":0.21206979152542385,"score_spread":0.18406875057309122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753127580","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":[0.8275917,0.0010894983,0.009024518,0.001043302,0.0014609416,0.0005572348,0.00013345628,0.00011260637,0.15898673],"genre_scores_gemma":[0.8897184,0.0009811431,0.004729984,0.00024528237,0.00019634643,0.00003999341,0.000015053442,0.000047154925,0.10402666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759066,0.00013143303,0.0004165685,0.0005441737,0.0003791023,0.00093806814],"domain_scores_gemma":[0.99896014,0.000038389917,0.00012776548,0.0004893095,0.000013340608,0.0003710355],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042832457,0.00036060004,0.00026975133,0.00005800103,0.00027886222,0.000054057615,0.00055464625,0.00020113242,0.06438585],"category_scores_gemma":[0.00003096735,0.00034283753,0.00014943116,0.0002004747,0.0002745456,0.00028283274,0.00070993725,0.00018847418,0.008603285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004265071,0.0008193228,0.89027315,0.00018001355,0.00010558722,0.00011778267,0.012213501,0.00049242965,0.0031645582,0.0014881012,0.030400533,0.060702387],"study_design_scores_gemma":[0.0009054254,0.00044285928,0.7705337,0.00023989056,0.00016761856,0.00013222056,0.0056527844,0.05758417,0.0031253626,0.00070879114,0.15946215,0.0010450499],"about_ca_topic_score_codex":0.11322135,"about_ca_topic_score_gemma":0.30201668,"teacher_disagreement_score":0.18879534,"about_ca_system_score_codex":0.0013730781,"about_ca_system_score_gemma":0.000018574996,"threshold_uncertainty_score":0.99990237},"labels":[],"label_agreement":null},{"id":"W2761345395","doi":"10.1111/gcb.13950","title":"Ecosystem state shifts during long‐term development of an Amazonian peatland","year":2017,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":48,"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 Calgary; Carleton University; Geological Survey of Canada","funders":"Natural Environment Research Council; Sight Research UK; Royal Society","keywords":"Peat; Ombrotrophic; Swamp; Amazonian; Ecosystem; Wetland; Environmental science; Ecology; Amazon rainforest; Bog; Biology","score_opus":0.025269569546719783,"score_gpt":0.26888036673905147,"score_spread":0.2436107971923317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761345395","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":[0.99754816,0.000019118545,0.000087441214,0.00003160915,0.00033354646,0.00025934004,0.00020612874,0.000032058895,0.0014825755],"genre_scores_gemma":[0.9994702,0.000008183654,0.000299518,0.000012010371,0.00007165356,0.000024391755,0.00005366935,0.000008558139,0.00005184979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880546,0.000049755654,0.0002729228,0.0003545338,0.0001143177,0.0004030252],"domain_scores_gemma":[0.9990802,0.000005363734,0.00024997178,0.0005054227,0.000008450222,0.00015060797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019371838,0.00016736654,0.00024452008,0.000019026595,0.00029684472,0.00003779102,0.00054762326,0.00009463068,0.00014803922],"category_scores_gemma":[0.000011453108,0.00014418672,0.00003874293,0.000041703704,0.000084016094,0.00019107354,0.0006734208,0.000048934784,0.00018532356],"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":[0.000037888607,0.000034479082,0.9826314,0.000042929434,0.000013827435,0.000022917306,0.00034891753,0.0000012662995,0.00036761662,0.0000092460505,0.000002750003,0.016486771],"study_design_scores_gemma":[0.00037619538,0.000076118085,0.99865496,0.000028434348,0.000005181826,0.00003210407,0.000016005924,0.00015767654,0.000117468524,0.000059079888,0.00030518128,0.00017158953],"about_ca_topic_score_codex":0.0008787817,"about_ca_topic_score_gemma":0.06353613,"teacher_disagreement_score":0.06265735,"about_ca_system_score_codex":0.00028825167,"about_ca_system_score_gemma":0.00001210738,"threshold_uncertainty_score":0.9535519},"labels":[],"label_agreement":null},{"id":"W2761536052","doi":"10.1007/s13280-017-0946-2","title":"Integrated mangrove-shrimp cultivation: Potential for blue carbon sequestration","year":2017,"lang":"en","type":"article","venue":"AMBIO","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":93,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Leibniz-Zentrum für Marine Tropenforschung; Alexander von Humboldt-Stiftung","keywords":"Mangrove; Shrimp; Shrimp farming; Blue carbon; Aquaculture; Environmental science; Carbon sequestration; Agroforestry; Ecosystem; Fishery; Ecology; Biology; Carbon dioxide; Fish <Actinopterygii>","score_opus":0.011619384274778845,"score_gpt":0.23641724978861361,"score_spread":0.22479786551383477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761536052","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":[0.9907406,0.000002557534,0.0025869342,0.0003651744,0.0003429617,0.00030262768,0.000023974113,0.000040999348,0.005594194],"genre_scores_gemma":[0.9970128,0.00000288526,0.00070588145,0.00003464061,0.00008636759,0.000027983815,0.000077300145,0.000011427169,0.002040736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993554,0.000012436549,0.00013677761,0.00020746133,0.00012095782,0.0001670002],"domain_scores_gemma":[0.9994989,0.00000898926,0.00011448287,0.00031812477,0.0000120660625,0.00004741335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012328502,0.00009430464,0.00009451945,0.000012083667,0.0002657836,0.00012019282,0.00020958221,0.000064760876,0.00010250448],"category_scores_gemma":[0.000043809843,0.000085302854,0.000043741355,0.000028144925,0.000057749592,0.0002277866,0.000102498925,0.000048885708,0.00007797715],"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":[0.00057129224,0.00040764702,0.44468594,0.00015555965,0.00011703745,0.00006421389,0.0012192341,0.0033725912,0.37988135,0.0024107527,0.011066402,0.15604797],"study_design_scores_gemma":[0.0018342226,0.00043436745,0.694921,0.00007191715,0.00006197359,0.000029856594,0.00027567142,0.26703864,0.01439358,0.0022203764,0.018001096,0.00071725424],"about_ca_topic_score_codex":0.0028117325,"about_ca_topic_score_gemma":0.0040109605,"teacher_disagreement_score":0.36548778,"about_ca_system_score_codex":0.00012412739,"about_ca_system_score_gemma":0.000008752829,"threshold_uncertainty_score":0.42505172},"labels":[],"label_agreement":null},{"id":"W2763662445","doi":"10.1016/s0967-0653(97)86046-2","title":"10.1016/s0967-0653(97)86046-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Mangrove; Transect; Groundwater; Swamp; Salt pan; Salinity; Hydrology (agriculture); Sediment; Geology; Environmental science; Soil science; Ecology; Oceanography; Geomorphology; Biology","score_opus":0.0039784855346014685,"score_gpt":0.1519315929636347,"score_spread":0.14795310742903323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763662445","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":[0.0026260975,0.0000072551006,0.000003209019,0.00014118379,0.0000021083868,0.00019647604,0.000020255458,0.00010769599,0.99689573],"genre_scores_gemma":[0.0007157723,1.7179553e-7,0.00013297983,0.000033970344,0.000051684947,0.000016182978,0.000015681238,0.000023526129,0.99901],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889964,0.000030078809,0.0001783329,0.00029879596,0.00024799263,0.00034516695],"domain_scores_gemma":[0.9993992,0.000025874178,0.000026339834,0.00034555682,0.0000036923204,0.0001993558],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014683165,0.00014809372,0.00014575593,0.000025535135,0.00009565695,0.000040984374,0.00029899462,0.0000571554,0.9997229],"category_scores_gemma":[0.000013416391,0.00014041777,0.000055802127,0.0002242827,0.000036380534,0.00014105352,0.00016899577,0.00008388137,0.9999386],"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":[0.000034667697,0.000038195583,0.0000029970195,0.0000032601902,0.000004888817,0.0000070274928,0.000019547928,0.0012735006,0.00001639398,2.2673899e-7,0.050540257,0.948059],"study_design_scores_gemma":[0.00015128043,0.00008042555,0.00008323906,0.000008659369,0.000007376306,0.000013745135,0.0000012343975,0.00368917,0.000015960988,0.000011255834,0.99574035,0.00019727425],"about_ca_topic_score_codex":0.00024441295,"about_ca_topic_score_gemma":0.00002683031,"teacher_disagreement_score":0.9478618,"about_ca_system_score_codex":0.00013090068,"about_ca_system_score_gemma":0.0000049821556,"threshold_uncertainty_score":0.5726071},"labels":[],"label_agreement":null},{"id":"W2765509648","doi":"10.1007/s13157-017-0960-y","title":"Estimating rates of wetland loss using power-law functions","year":2017,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wetland; Environmental science; Hydrology (agriculture); Landscape ecology; Ecology; Geology; Habitat; Biology","score_opus":0.018280525999663313,"score_gpt":0.2676241940845127,"score_spread":0.2493436680848494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765509648","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":[0.9516505,0.000005025965,0.0040255673,0.00006396748,0.0004539038,0.000103559665,0.000033022327,0.00002679154,0.043637685],"genre_scores_gemma":[0.99693286,8.2389107e-7,0.0024483472,0.000017728085,0.00005929432,0.0000036919307,0.000011482135,0.000016815779,0.00050896866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990205,0.000020211983,0.00025023005,0.0002384804,0.0002124583,0.00025807304],"domain_scores_gemma":[0.9990274,0.000036863017,0.00025228344,0.00058281416,0.000011547112,0.000089117515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022918079,0.00013677114,0.00020297858,0.000023100938,0.0006210019,0.000099998324,0.00033398424,0.00006490676,0.00072784076],"category_scores_gemma":[0.00005836501,0.00011973078,0.0000680688,0.000057552134,0.00021929004,0.00032234009,0.00037397575,0.000091783746,0.00015829259],"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":[0.000018608192,0.000041470394,0.98567665,0.000023119755,0.000016868975,0.000010995853,0.00011880467,0.00588957,0.007187073,0.00017973258,0.00019277075,0.0006443482],"study_design_scores_gemma":[0.0016221537,0.00021801423,0.6123261,0.00020904164,0.00008844253,0.00015953465,0.00018254484,0.37637606,0.0025002821,0.0018496842,0.0037455654,0.0007226161],"about_ca_topic_score_codex":0.0024468172,"about_ca_topic_score_gemma":0.004100562,"teacher_disagreement_score":0.37335056,"about_ca_system_score_codex":0.0000676016,"about_ca_system_score_gemma":0.000008977176,"threshold_uncertainty_score":0.7969346},"labels":[],"label_agreement":null},{"id":"W2765868785","doi":"10.1111/nph.14843","title":"Is there foul play in the leaf pocket? The metagenome of floating fern <i>Azolla</i> reveals endophytes that do not fix N<sub>2</sub> but may denitrify","year":2017,"lang":"en","type":"article","venue":"New Phytologist","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":48,"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 Alberta","funders":"Universiteit Utrecht; EIT Climate-KIC; ZonMw; Deutsche Forschungsgemeinschaft","keywords":"Azolla; Biology; Fern; Nitrogen fixation; Botany; Cyanobacteria; Bacteria; Nostoc; Nitrogenase","score_opus":0.034490314732753,"score_gpt":0.2578088060215589,"score_spread":0.22331849128880593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765868785","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":[0.98121285,0.0004149066,0.000081334474,0.0028341585,0.00023540448,0.0005691587,0.0000991573,0.000026656006,0.014526389],"genre_scores_gemma":[0.99830073,0.00014770262,0.0001847682,0.0006422719,0.00012028202,0.000028546774,0.0000048957327,0.000027666514,0.000543109],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977403,0.00023031524,0.0004483896,0.000496476,0.0005441424,0.0005403499],"domain_scores_gemma":[0.9973093,0.0005241881,0.00058211695,0.0014931534,0.000011739975,0.00007948559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010007703,0.00030857467,0.00044572094,0.00003283536,0.00060850574,0.00023098526,0.0018675603,0.00015537157,0.0002476346],"category_scores_gemma":[0.00025234144,0.00018096007,0.00019320822,0.00016271211,0.00043174697,0.0002701031,0.0006834227,0.00039344156,0.00026428388],"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":[0.000099997866,0.000100256635,0.88696706,0.000060773647,0.00006220533,0.00008541412,0.0021280015,0.00043765904,0.08528211,0.00019552765,0.00393462,0.020646373],"study_design_scores_gemma":[0.001183475,0.00014684824,0.8858356,0.00011550691,0.000088776236,0.000112038986,0.0016709806,0.00051812024,0.10284582,0.0028609997,0.004067189,0.00055465306],"about_ca_topic_score_codex":0.00337936,"about_ca_topic_score_gemma":0.008080145,"teacher_disagreement_score":0.02009172,"about_ca_system_score_codex":0.00010395777,"about_ca_system_score_gemma":0.000030095147,"threshold_uncertainty_score":0.7379337},"labels":[],"label_agreement":null},{"id":"W2770091017","doi":"10.1088/1748-9326/aa9d23","title":"Assessment of hydrologic connectivity in an ungauged wetland with InSAR observations","year":2017,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Vetenskapsrådet; Japan Aerospace Exploration Agency; Instituto de Investigaciones Marinas y Costeras; Svenska Forskningsrådet Formas","keywords":"Wetland; Tributary; Environmental science; Hydrology (agriculture); Interferometric synthetic aperture radar; Water level; Current (fluid); Water flow; Climate change; Surface water; Synthetic aperture radar; Remote sensing; Geology; Ecology; Geography; Oceanography; Soil science; Environmental engineering","score_opus":0.05109773227895121,"score_gpt":0.3242848694623821,"score_spread":0.2731871371834309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770091017","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":[0.99689436,0.0000032344983,0.00016025042,0.0009306484,0.000028692848,0.00046892057,0.000033849978,0.000010427909,0.0014696013],"genre_scores_gemma":[0.9989714,0.000012532147,0.00074104546,0.000081624064,0.000015410535,0.000059399765,0.000030700616,0.000018721315,0.00006914887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768054,0.00030984732,0.0002240422,0.00046141792,0.0008348909,0.0004892865],"domain_scores_gemma":[0.9987071,0.00014306427,0.00013419068,0.0008686229,0.0000024540116,0.00014453725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012480973,0.00015056842,0.00020989351,0.000083790255,0.0004700788,0.000079028425,0.0006649768,0.000060692586,0.00043073323],"category_scores_gemma":[0.000054024353,0.00012769725,0.0000342229,0.00010496962,0.0008482748,0.0006823822,0.00064641004,0.00039873458,0.000051123076],"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":[0.000034178116,0.0002517169,0.8488608,0.0000067536007,0.000006815309,0.00003710256,0.00008766659,0.0033141475,0.14697064,0.00002539756,0.000028996239,0.0003757628],"study_design_scores_gemma":[0.00073273096,0.00030383805,0.98416764,0.000017692397,0.0000034320108,0.0000043528676,0.000120540775,0.013655926,0.00062286586,0.000103416765,0.000121084224,0.0001464568],"about_ca_topic_score_codex":0.0016620522,"about_ca_topic_score_gemma":0.009192675,"teacher_disagreement_score":0.14634779,"about_ca_system_score_codex":0.0006278476,"about_ca_system_score_gemma":0.000013903052,"threshold_uncertainty_score":0.52073425},"labels":[],"label_agreement":null},{"id":"W2770116351","doi":"10.5061/dryad.2s7mc/2","title":"Kelp cover data from: Hurricane-mediated defoliation of kelp beds and pulsed delivery of kelp detritus to offshore sedimentary habitats. A Canadian Healthy Oceans Network Ecosystem Function Project, EF-11","year":2013,"lang":"en","type":"dataset","venue":"DRYAD","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Kelp forest; Kelp; Transect; Oceanography; Bay; Nova scotia; Detritus; Habitat; Geology; Environmental science; Fishery; Hydrology (agriculture); Ecology","score_opus":0.01639826438186108,"score_gpt":0.22535963578771115,"score_spread":0.20896137140585008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770116351","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20387025,0.00025550832,0.000038415317,0.00011510229,0.0007955921,0.0018048887,0.7930157,0.000026325086,0.00007816904],"genre_scores_gemma":[0.16631013,0.0002458357,0.00017739821,0.00043690356,0.00022915313,0.0000680414,0.83243734,0.000050378454,0.000044802804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958607,0.00025592672,0.0011384897,0.001117449,0.0007973257,0.0008300971],"domain_scores_gemma":[0.99671847,0.00026605313,0.0007635251,0.0015650407,0.00006719085,0.00061971165],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006429625,0.00056109286,0.0009526713,0.00037110748,0.00019409445,0.00006409683,0.0009772604,0.0004887131,0.0011169867],"category_scores_gemma":[0.00009895057,0.00056653726,0.00008530715,0.0009076601,0.00009639734,0.00045246282,0.0009266147,0.0003545756,0.00048229413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015872979,0.0000963327,0.055863403,0.0003231075,0.000119768556,0.000013388576,0.00007853444,0.0006169999,0.000026610476,4.7667223e-7,0.9420564,0.0006462055],"study_design_scores_gemma":[0.0014331314,0.00093678385,0.05596507,0.0005774952,0.0005096044,0.000016233917,0.00029437218,0.020986948,0.000006092831,0.000016908143,0.9182605,0.0009968563],"about_ca_topic_score_codex":0.75306785,"about_ca_topic_score_gemma":0.9323198,"teacher_disagreement_score":0.179252,"about_ca_system_score_codex":0.0011194071,"about_ca_system_score_gemma":0.00040774108,"threshold_uncertainty_score":0.99979615},"labels":[],"label_agreement":null},{"id":"W2770957167","doi":"10.1139/cjb-2017-0152","title":"Identification of native and invasive subspecies of common reed (<i>Phragmites australis</i>) in Alberta, Canada, by RNase-H-dependent PCR","year":2017,"lang":"en","type":"article","venue":"Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Agriculture Food and Rural Development","funders":"Alberta Crop Industry Development Fund","keywords":"Subspecies; Phragmites; Biology; Restriction fragment length polymorphism; Invasive species; Zoology; Botany; Ecology; Polymerase chain reaction; Genetics; Gene; Wetland","score_opus":0.0074775897512070165,"score_gpt":0.2094769832068113,"score_spread":0.20199939345560428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770957167","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":[0.9973432,0.00002938646,0.0000054305488,0.00027423122,0.000058713027,0.00018481421,0.00016848514,0.0000022279771,0.0019335382],"genre_scores_gemma":[0.9981246,0.00003357383,0.000012604053,0.000009990787,0.0000045778415,0.000006810172,0.0000047410563,0.0000068801737,0.001796234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903107,0.000035425033,0.00033912802,0.0001908503,0.00026234175,0.00014121117],"domain_scores_gemma":[0.9990748,0.00012491253,0.00039589955,0.00033968684,0.000013334858,0.000051374325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018517842,0.00009618278,0.00019640352,0.000019784562,0.00008586372,0.000026803147,0.00026883365,0.000042472442,0.00007318627],"category_scores_gemma":[0.0001513203,0.000094180046,0.000019560894,0.000050088114,0.00016137522,0.00019779718,0.00019416938,0.000062068335,0.0000038617572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022749315,0.000059547372,0.86704695,0.00003369303,0.0000125657925,0.00000652517,0.00045861347,0.00006508644,0.13061179,0.00012792222,0.0012633619,0.0002911684],"study_design_scores_gemma":[0.0002979567,0.00002432184,0.9617304,0.000039909435,0.000008952684,0.0000038065693,0.00036903287,0.0005494184,0.036503863,0.00023841062,0.00012508851,0.00010882581],"about_ca_topic_score_codex":0.86868185,"about_ca_topic_score_gemma":0.9954595,"teacher_disagreement_score":0.12677765,"about_ca_system_score_codex":0.00017966256,"about_ca_system_score_gemma":0.000028160817,"threshold_uncertainty_score":0.38405508},"labels":[],"label_agreement":null},{"id":"W2771648944","doi":"10.1007/s10661-017-6399-z","title":"An assessment of commonly employed satellite-based remote sensors for mapping mangrove species in Mexico using an NDVI-based classification scheme","year":2017,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":128,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; David and Lucile Packard Foundation","keywords":"Mangrove; Rhizophora mangle; Remote sensing; Wetland; Environmental science; Normalized Difference Vegetation Index; Satellite imagery; Pixel; Rhizophora mucronata; Geography; Ecology; Computer science; Biology; Climate change","score_opus":0.058024227497725706,"score_gpt":0.3454693591817235,"score_spread":0.28744513168399777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771648944","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":[0.98730046,0.000013478033,0.0113243805,0.00009345755,0.00022350934,0.00061466603,0.00006985061,0.000028064036,0.0003321543],"genre_scores_gemma":[0.9113098,0.000024252338,0.08841312,0.000009005605,0.00006881917,0.000025049108,0.00008036781,0.00003939378,0.000030207157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997912,0.00012772363,0.0005031854,0.00060334866,0.0004605593,0.00039321723],"domain_scores_gemma":[0.9984721,0.00008020291,0.000455853,0.0008106309,0.000005139488,0.00017609778],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000630339,0.00029535897,0.0003479891,0.000093471404,0.0004966167,0.0001703476,0.00036094716,0.00011224084,0.000034049175],"category_scores_gemma":[0.000009682148,0.00031042087,0.00007321583,0.00005401201,0.00022600689,0.00049689435,0.00015981932,0.00019595074,0.000001914727],"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":[0.00002341294,0.00033114638,0.8013106,0.000041097464,0.000009664203,0.000004215327,0.000074933174,0.009094824,0.18254454,0.000015758116,4.8578227e-7,0.00654934],"study_design_scores_gemma":[0.00073314353,0.00017184364,0.632289,0.000086277905,0.000013313789,0.0000010823659,0.00056938664,0.36053875,0.0052529187,0.000029802546,0.000097181015,0.00021728738],"about_ca_topic_score_codex":0.0005276404,"about_ca_topic_score_gemma":0.00014898523,"teacher_disagreement_score":0.35144392,"about_ca_system_score_codex":0.001068149,"about_ca_system_score_gemma":0.000030920197,"threshold_uncertainty_score":0.9999348},"labels":[],"label_agreement":null},{"id":"W2773474413","doi":"10.5194/bg-15-3189-2018","title":"Global-change effects on early-stage decomposition processes in tidal wetlands – implications from a global survey using standardized litter","year":2018,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski; McGill University","funders":"Division of Environmental Biology; Universität Hamburg; Bauer-Hollmann Stiftung; Smithsonian Institution; National Science Foundation","keywords":"Wetland; Environmental science; Ecosystem; Eutrophication; Salt marsh; Litter; Mangrove; Carbon cycle; Carbon sequestration; Biogeochemical cycle; Marsh; Sea level; Global change; Hydrology (agriculture); Ecology; Oceanography; Carbon dioxide; Climate change; Nutrient; Geology","score_opus":0.02742713023640387,"score_gpt":0.2983185163222323,"score_spread":0.2708913860858284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773474413","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":[0.9949941,0.000016765747,0.0014790854,0.00011612826,0.00029580778,0.00038925497,0.0016694736,0.000046469224,0.0009928967],"genre_scores_gemma":[0.9989821,0.0000075090456,0.00065145286,0.0001538125,0.000095304036,0.000030396497,0.000061992854,0.000005762779,0.000011703642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830663,0.00013386138,0.00022373619,0.0005492885,0.0003915694,0.00039488295],"domain_scores_gemma":[0.99937725,0.000107551845,0.00010958265,0.0002540008,0.000027501042,0.00012412909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042369502,0.00017731273,0.0001840572,0.00004099654,0.00025501088,0.00015561,0.00034982682,0.000077630815,0.00010998921],"category_scores_gemma":[0.000088754416,0.00014797134,0.00003585838,0.0013382089,0.0002336201,0.00039873604,0.00021617652,0.000040638148,0.00012513374],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055514472,0.00005082231,0.9973462,0.000008485607,0.0000028673471,0.000002901,0.00012097573,0.00001447844,0.0003910662,0.000012303812,0.00003780728,0.0019565322],"study_design_scores_gemma":[0.0003164499,0.00019307312,0.9959764,0.000059912392,0.0000060287202,0.0000031711766,0.000020452828,0.0023287865,0.00018831925,0.00043439705,0.00028433316,0.00018871299],"about_ca_topic_score_codex":0.08895455,"about_ca_topic_score_gemma":0.25867143,"teacher_disagreement_score":0.16971688,"about_ca_system_score_codex":0.0004985859,"about_ca_system_score_gemma":0.000043819473,"threshold_uncertainty_score":0.9171122},"labels":[],"label_agreement":null},{"id":"W2775291077","doi":"10.1016/j.crte.2017.09.004","title":"The changing hydro-ecological dynamics of rivers and deltas of the Western Indian Ocean: Anthropogenic and environmental drivers, local adaptation and policy response","year":2017,"lang":"en","type":"article","venue":"Comptes Rendus Géoscience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":27,"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":"Centre National de la Recherche Scientifique; Ministry of Environment; International Development Research Centre; Critical Ecosystem Partnership Fund","keywords":"Hydropower; Environmental science; Flood myth; Deforestation (computer science); Climate change; Ecosystem; Biodiversity; Flooding (psychology); Delta; Ecosystem services; Livelihood; Geography; Ecology; Oceanography; Agriculture; Geology","score_opus":0.009347221936127305,"score_gpt":0.22089669635305595,"score_spread":0.21154947441692865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775291077","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":[0.99864054,0.00008453078,0.00045526182,0.0004810789,0.00006670593,0.00016441828,0.00006544953,0.000004917722,0.00003711509],"genre_scores_gemma":[0.99958414,0.00022274928,0.00008212791,0.000022727208,0.000005967026,0.0000012991976,0.0000017028287,0.000004843129,0.00007445586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989919,0.000093592644,0.0001696582,0.00026046913,0.00024467727,0.00023971658],"domain_scores_gemma":[0.99915487,0.000191104,0.00024172959,0.0003240682,0.0000031848626,0.00008507217],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00045204343,0.00011243462,0.00013335643,0.0000411548,0.001028367,0.00006120721,0.00043052182,0.00005304951,0.000007979844],"category_scores_gemma":[0.00011351171,0.00007335666,0.000026436059,0.00010230038,0.004096715,0.00019775581,0.0012513442,0.00009117923,0.0000031178868],"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":[0.000078776735,0.00003560338,0.97392666,0.000011364407,0.0000075054786,0.0000054389284,0.0020530033,0.00093492836,0.0020437909,0.00011915352,0.000010770183,0.020773001],"study_design_scores_gemma":[0.00019337772,0.0001120407,0.82885575,0.000022654885,0.000008665094,0.00004061156,0.0019896463,0.16841654,0.00009793511,0.00012840763,0.000050918487,0.00008345901],"about_ca_topic_score_codex":0.00061261584,"about_ca_topic_score_gemma":0.0016199286,"teacher_disagreement_score":0.16748162,"about_ca_system_score_codex":0.00014570913,"about_ca_system_score_gemma":0.000017306993,"threshold_uncertainty_score":0.99861354},"labels":[],"label_agreement":null},{"id":"W2776323264","doi":"10.1016/j.scitotenv.2017.12.211","title":"The impact of channel capture on estuarine hydro-morphodynamics and water quality in the Amazon delta","year":2017,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Ministry of Science and Technology; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Amazon rainforest; Hydrology (agriculture); Estuary; Channel (broadcasting); River mouth; Water quality; Environmental science; Beach morphodynamics; Delta; Discharge; Erosion; Drainage; River delta; Water level; Salinity; Geology; Sediment; Drainage basin; Geography; Oceanography; Sediment transport; Geomorphology; Ecology","score_opus":0.010351154766330195,"score_gpt":0.2421230510190897,"score_spread":0.2317718962527595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2776323264","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":[0.99510413,0.000013513474,0.000011439412,0.0022219822,0.000099526405,0.00045749,0.0000193561,0.0000029322898,0.0020696223],"genre_scores_gemma":[0.99949014,0.000040736104,0.000009152145,0.000016125021,0.000012411411,0.000012780523,9.974453e-7,0.000007974902,0.00040970583],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9979933,0.00016039633,0.0003098308,0.00030288444,0.0008147057,0.00041886503],"domain_scores_gemma":[0.9978335,0.0001207628,0.00029176625,0.0016934316,0.0000034637012,0.000057087487],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031740768,0.00018420258,0.00018238675,0.00001849699,0.0010981341,0.000096293465,0.0022029206,0.00004140993,0.00003593251],"category_scores_gemma":[0.00008806636,0.000061782295,0.00011651771,0.000092323906,0.0029706336,0.00018544412,0.0018981767,0.00022132776,0.000024179597],"study_design_candidate":"simulation_or_modeling","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":[0.0002601462,0.0004825509,0.017333621,0.000025185996,0.000044934673,0.0000041923404,0.009794072,0.88902944,0.078968935,0.0006666397,0.00011084392,0.0032794138],"study_design_scores_gemma":[0.0002825549,0.00016847323,0.898368,0.000022299255,0.000014453675,0.000022433516,0.0006297348,0.09602255,0.0019777229,0.002337477,0.000010886654,0.00014340614],"about_ca_topic_score_codex":0.009984293,"about_ca_topic_score_gemma":0.00069294724,"teacher_disagreement_score":0.8810344,"about_ca_system_score_codex":0.00026033135,"about_ca_system_score_gemma":0.000012931336,"threshold_uncertainty_score":0.9997427},"labels":[],"label_agreement":null},{"id":"W2781171076","doi":"10.18063/som.v2i2.316","title":"The variability of the sediment plume and ocean circulation features of the Nass River Estuary, British Columbia","year":2017,"lang":"en","type":"article","venue":"Satellite Oceanography and Meteorology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ASL Environmental Sciences (Canada)","funders":"","keywords":"Bay; Estuary; Oceanography; Inlet; Plume; Discharge; Geology; Tidal range; Hydrology (agriculture); Sediment; Environmental science; Drainage basin; Geography; Meteorology; Geomorphology","score_opus":0.0037991777102480456,"score_gpt":0.18435368073287792,"score_spread":0.18055450302262988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781171076","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":[0.9970894,0.00035571223,0.000008473222,0.00027537753,0.00027846714,0.0003583737,0.000034752535,0.000005790373,0.0015936634],"genre_scores_gemma":[0.99929106,0.00045756894,0.00005229742,0.00004765007,0.000011827749,0.0000024286378,0.0000015665933,0.000005955583,0.00012964927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989075,0.00024054929,0.0002314185,0.00024430116,0.0001815775,0.0001946586],"domain_scores_gemma":[0.99887437,0.00016042848,0.00028752073,0.00061785564,0.000016741476,0.000043067295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007978837,0.000089074885,0.000174235,0.000008770921,0.0008032304,0.00008866514,0.00040728148,0.000094116185,0.000019447996],"category_scores_gemma":[0.00008110118,0.0000626789,0.00010962241,0.00009839643,0.0017934644,0.00009167562,0.000529472,0.00012300543,3.0464145e-7],"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":[0.000015780492,0.000021962504,0.987143,0.000021231646,0.000033446668,3.9076656e-7,0.00026575587,0.00001100875,0.00032957297,0.00012991326,0.000102854705,0.011925122],"study_design_scores_gemma":[0.00022398273,0.000041157047,0.9901056,0.00001576197,0.0000483464,0.000022084732,0.000045722893,0.0001688014,0.00005611064,0.007296101,0.0019099223,0.000066386805],"about_ca_topic_score_codex":0.005109471,"about_ca_topic_score_gemma":0.031103779,"teacher_disagreement_score":0.025994306,"about_ca_system_score_codex":0.000013862341,"about_ca_system_score_gemma":0.000007818855,"threshold_uncertainty_score":0.9865761},"labels":[],"label_agreement":null},{"id":"W2781473696","doi":"10.1016/j.marpolbul.2017.12.068","title":"Functional diversity of benthic ciliate communities in response to environmental gradients in a wetland of Yangtze Estuary, China","year":2018,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China; McGill University","keywords":"Benthic zone; Ecology; Wetland; Species richness; Estuary; Ecosystem; Ciliate; Environmental science; Biodiversity; Biology","score_opus":0.008115470771737979,"score_gpt":0.18619859964011182,"score_spread":0.17808312886837385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781473696","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":[0.9974428,0.000004194958,0.00006129416,0.0006702755,0.0000852435,0.00020800022,0.00007350539,0.000007948763,0.001446739],"genre_scores_gemma":[0.9991392,0.00000834992,0.00014971678,0.000052828793,0.000009761346,0.0000065506465,0.00002996961,0.000006867979,0.0005967387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881446,0.00021128239,0.00031258535,0.00016534152,0.00028404026,0.00021229859],"domain_scores_gemma":[0.99956024,0.000048551246,0.00009829227,0.00022758084,0.0000036752115,0.0000616555],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007158068,0.00011543906,0.00018481135,0.00016463464,0.0000962748,0.0000042186734,0.00019988247,0.000051475043,0.004944445],"category_scores_gemma":[0.00004091545,0.000121319084,0.000041199608,0.00021445897,0.00022415388,0.000044006298,0.0017909324,0.00010835548,0.00023004267],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013488514,0.00024610752,0.9934074,0.000010854407,0.0000050806602,0.0000031520253,0.0014627434,0.0009870944,0.0013241895,0.000017785262,0.00031951407,0.00086722145],"study_design_scores_gemma":[0.00088356767,0.00024983034,0.9953578,0.000031379994,0.0000042422107,0.0000051805546,0.00035365197,0.00096608064,0.00016176866,0.00009554215,0.0017834218,0.00010749409],"about_ca_topic_score_codex":0.023065154,"about_ca_topic_score_gemma":0.03212886,"teacher_disagreement_score":0.009063704,"about_ca_system_score_codex":0.0003258949,"about_ca_system_score_gemma":0.000006029946,"threshold_uncertainty_score":0.9959652},"labels":[],"label_agreement":null},{"id":"W2788500504","doi":"10.1656/045.025.0107","title":"Examining Arbuscular Mycorrhizal Fungi in Saltmarsh Hay (<i>Spartina patens</i>) and Smooth Cordgrass (<i>Spartina alterniflora</i>) in the Minas Basin, Nova Scotia","year":2018,"lang":"en","type":"article","venue":"Northeastern Naturalist","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Acadia University","funders":"Acadia University","keywords":"Spartina alterniflora; Spartina; Salt marsh; Colonization; Biology; Halophyte; Hay; Botany; Ecology; Marsh; Wetland; Salinity","score_opus":0.01645749166703485,"score_gpt":0.22585229642425386,"score_spread":0.209394804757219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788500504","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":[0.9950157,0.00019108881,0.0000751072,0.00035641258,0.000542593,0.000608828,0.00003871222,0.000043333985,0.00312827],"genre_scores_gemma":[0.998547,0.000020366244,0.00020174778,0.00067740213,0.00016390614,0.000018491499,0.00004149363,0.000047356665,0.00028221557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99673927,0.00032765584,0.0006559662,0.00082389347,0.0006022785,0.000850947],"domain_scores_gemma":[0.9986812,0.00019802044,0.00023147603,0.00069669646,0.000029322448,0.00016329052],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012082257,0.00041918253,0.000438568,0.0001235692,0.0001500184,0.0001919741,0.0006233433,0.00016195029,0.0003591239],"category_scores_gemma":[0.000102134276,0.00031862347,0.00007396547,0.0006892813,0.00032566703,0.0004128386,0.00046080517,0.000489941,0.0007852624],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011144267,0.000092597256,0.9941498,0.00003416274,0.0000066582074,0.00013855015,0.0010955144,0.00010569678,0.00056546193,0.000014552132,0.00032758602,0.0033579897],"study_design_scores_gemma":[0.00088762253,0.00017492514,0.98605007,0.00016411512,0.000022945394,0.00013638413,0.0005532582,0.008819815,0.000094028066,0.00007858198,0.0025730545,0.00044518884],"about_ca_topic_score_codex":0.015088809,"about_ca_topic_score_gemma":0.25239557,"teacher_disagreement_score":0.23730676,"about_ca_system_score_codex":0.00017415793,"about_ca_system_score_gemma":0.00001854096,"threshold_uncertainty_score":0.9999927},"labels":[],"label_agreement":null},{"id":"W2788616476","doi":"10.5539/jms.v8n1p1","title":"Sea-Level Rise and Species Conservation in Bangladesh’s Sundarbans Region","year":2018,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"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":"World Bank Group","keywords":"IUCN Red List; Geography; Vulnerability (computing); Data deficient; Conservation status; Critically endangered; Endangered species; Environmental resource management; Threatened species; Marine protected area; Protected area; Vulnerability assessment; Environmental protection; Fishery; Environmental science; Ecology; Habitat; Psychological resilience; Biology","score_opus":0.012564636333082375,"score_gpt":0.21998964718950664,"score_spread":0.20742501085642426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788616476","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":[0.99294114,0.0000421234,0.0013577323,0.0020046998,0.000060035527,0.000203728,0.0000014803012,0.000004216053,0.0033848411],"genre_scores_gemma":[0.9981443,0.00009160326,0.0002602847,0.000048864338,0.000032215317,0.0000016145929,5.130036e-7,0.0000038793673,0.0014167012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991716,0.000073452014,0.00028279657,0.00013855548,0.00017796425,0.00015559353],"domain_scores_gemma":[0.9996155,0.000037178754,0.00013020179,0.000111987414,0.000044155517,0.00006096692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008534811,0.00008109447,0.00013832372,0.000075435135,0.00008072092,0.000047206402,0.000084010535,0.000034507775,0.0000642862],"category_scores_gemma":[0.00006872147,0.000067990484,0.000025395724,0.00015690934,0.00022668856,0.00029400768,0.00019600194,0.00008659211,0.0000016864536],"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":[0.00010222507,0.00004570715,0.9892739,0.00010119839,0.0000075423745,0.000048969072,0.00044080714,0.00002310029,0.0000022284335,0.0004629614,0.0014709261,0.008020446],"study_design_scores_gemma":[0.000493072,0.00013417684,0.9681814,0.000019435609,0.000013943327,0.000023158645,0.0022047372,0.0021693094,0.000004332818,0.006657207,0.020024167,0.00007509852],"about_ca_topic_score_codex":0.00026371772,"about_ca_topic_score_gemma":0.0024336479,"teacher_disagreement_score":0.021092527,"about_ca_system_score_codex":0.00033713906,"about_ca_system_score_gemma":0.000012357635,"threshold_uncertainty_score":0.27725714},"labels":[],"label_agreement":null},{"id":"W2789332389","doi":"10.1002/hyp.11506","title":"Wetland hydroperiod classification in the western prairies using multitemporal synthetic aperture radar","year":2018,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Environment and Protected Areas; University of Lethbridge","funders":"Canada Foundation for Innovation","keywords":"Wetland; Environmental science; Hydrology (agriculture); Vegetation (pathology); Surface water; Synthetic aperture radar; Remote sensing; Physical geography; Ecology; Geology; Geography","score_opus":0.03220924358647312,"score_gpt":0.2593799867165825,"score_spread":0.2271707431301094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789332389","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":[0.9937073,0.000060342933,0.0007622206,0.001470609,0.00005040479,0.00029929014,0.0000067251394,0.000053201285,0.0035899056],"genre_scores_gemma":[0.99878925,0.000011873643,0.000297106,0.0006723508,0.000073377516,0.000026234784,0.000010702818,0.000011521276,0.00010756264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864393,0.00012292282,0.00025441012,0.00038852496,0.00028445237,0.0003057301],"domain_scores_gemma":[0.99940085,0.00017560148,0.00010050756,0.0002584436,0.00001388184,0.000050699608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034376417,0.0001722223,0.00017431764,0.000027073107,0.00022499092,0.00008833084,0.0004115618,0.00012275089,0.00019067025],"category_scores_gemma":[0.00030435174,0.00009692669,0.00002980759,0.0003839098,0.00048413398,0.00024581773,0.00016024988,0.00016372435,0.0003294009],"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":[0.0001509449,0.0003511457,0.9861891,0.00011564441,0.0000088803945,0.00004134864,0.0022855762,0.0007033519,0.008404218,0.000031179476,0.0003385974,0.0013799713],"study_design_scores_gemma":[0.0015948212,0.0013614284,0.4710193,0.00021232117,0.00006400076,0.00062384363,0.001432917,0.3771783,0.0005626075,0.002115421,0.14240476,0.0014302486],"about_ca_topic_score_codex":0.00026909527,"about_ca_topic_score_gemma":0.005073038,"teacher_disagreement_score":0.51516986,"about_ca_system_score_codex":0.000065375956,"about_ca_system_score_gemma":0.000017295339,"threshold_uncertainty_score":0.4233892},"labels":[],"label_agreement":null},{"id":"W2790271205","doi":"10.1126/sciadv.aao3270","title":"U.S. Pacific coastal wetland resilience and vulnerability to sea-level rise","year":2018,"lang":"en","type":"article","venue":"Science Advances","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":280,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"U.S. Geological Survey; U.S. Fish and Wildlife Service; National Oceanic and Atmospheric Administration","keywords":"Wetland; Vulnerability (computing); Sea level rise; Resilience (materials science); Oceanography; Geography; Environmental science; Vulnerability assessment; Fishery; Psychological resilience; Climate change; Ecology; Geology; Biology; Computer science","score_opus":0.009742672799038149,"score_gpt":0.257967944156858,"score_spread":0.24822527135781983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790271205","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":[0.98235637,0.000033186192,0.0025684247,0.0003437109,0.00035491257,0.00026445815,0.00006292643,0.000070106435,0.013945915],"genre_scores_gemma":[0.9948371,0.000011586562,0.004386892,0.00008079194,0.000055876782,0.000014400425,0.000001206604,0.0000073861147,0.0006047509],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976847,0.000037356534,0.00021839459,0.00082633697,0.00065036747,0.00058283634],"domain_scores_gemma":[0.9989972,0.000062778985,0.00006730063,0.0004499433,0.000038669506,0.0003840833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010545175,0.00016669533,0.00015822375,0.00007121041,0.0007461099,0.00013382864,0.0005667689,0.000030535688,0.00023061769],"category_scores_gemma":[0.00028245428,0.00013581174,0.000021814569,0.0010747501,0.002612821,0.0012900367,0.0007359717,0.000091099304,0.0005705721],"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":[0.000054724427,0.000049299302,0.8599551,0.000014879423,0.0000012264375,0.0000048242873,0.0008086534,0.00047718507,0.04691149,0.00006692784,0.00060569437,0.09105001],"study_design_scores_gemma":[0.00034589533,0.0005773764,0.93609,0.000045871293,0.0000067290566,0.00005423817,0.0012703314,0.007862837,0.01480657,0.002294638,0.036015015,0.00063051336],"about_ca_topic_score_codex":0.00043942497,"about_ca_topic_score_gemma":0.015392605,"teacher_disagreement_score":0.09041949,"about_ca_system_score_codex":0.00011635652,"about_ca_system_score_gemma":0.000040074785,"threshold_uncertainty_score":0.9627048},"labels":[],"label_agreement":null},{"id":"W2790886762","doi":"10.1111/cobi.13107","title":"Selecting and applying indicators of ecosystem collapse for risk assessments","year":2018,"lang":"en","type":"review","venue":"Conservation Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Department of Environment and Conservation","funders":"Centre of Excellence for Environmental Decisions, Australian Research Council; Deakin University; University of Wisconsin-Madison; David and Lucile Packard Foundation","keywords":"Ecosystem; Ecological indicator; Environmental science; Environmental resource management; Biodiversity; Abiotic component; Ecosystem health; Indicator value; Climate change; Ecology; Marine ecosystem; Ecosystem services; Biology","score_opus":0.03236655124744353,"score_gpt":0.3282124745663392,"score_spread":0.29584592331889564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790886762","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06568722,0.91089684,0.010611774,0.000022939606,0.0011786037,0.008019459,0.0018927169,0.0001152293,0.0015752442],"genre_scores_gemma":[0.0060901465,0.9902033,0.0023763662,0.000025478457,0.00008077901,0.0006634037,0.00039531227,0.00004195879,0.00012321371],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984659,0.00022702366,0.00062963367,0.00040132704,0.00006637457,0.0002097567],"domain_scores_gemma":[0.998051,0.00055443787,0.0011211387,0.00020162792,0.000018787401,0.000053010823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078708236,0.00020892416,0.0007990804,0.00011825236,0.00014206386,0.000014601058,0.00018484346,0.0003022465,0.000052569325],"category_scores_gemma":[0.0001868185,0.00017611918,0.00010378676,0.00034604265,0.00008926208,0.000049503036,0.00021774486,0.000104550054,0.000025808238],"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":[0.000010532018,0.000025082054,0.14354104,0.0070570493,0.0001461386,3.040259e-7,0.00004220357,0.0000015142629,0.000007244905,0.00014498593,0.0006966085,0.8483273],"study_design_scores_gemma":[0.00017610514,0.00012976678,0.00039160388,0.0008755287,0.00019342353,0.000011379915,0.000018870951,0.0013241783,0.0000015219933,0.00011854998,0.99656075,0.00019831864],"about_ca_topic_score_codex":0.00015265007,"about_ca_topic_score_gemma":0.0010151295,"teacher_disagreement_score":0.99586415,"about_ca_system_score_codex":0.00016578617,"about_ca_system_score_gemma":0.00005930255,"threshold_uncertainty_score":0.7181932},"labels":[],"label_agreement":null},{"id":"W2790919388","doi":"10.1111/1365-2745.12937","title":"Among‐strain consistency in the pace and shape of senescence in duckweed","year":2018,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fecundity; Senescence; Biology; Ecology; Demography; Adaptation (eye); Evolutionary biology; Population; Genetics","score_opus":0.007248084037597611,"score_gpt":0.21778394726972422,"score_spread":0.2105358632321266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790919388","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":[0.9974339,0.000022780869,0.0000117513855,0.00056357816,0.00010411525,0.000075516684,0.000002057962,7.2397756e-7,0.0017855937],"genre_scores_gemma":[0.99968296,0.000027482994,0.0001626811,0.00007832025,0.000022261056,8.040098e-7,1.3420073e-7,0.0000025804445,0.000022787539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921715,0.00012364733,0.00034276064,0.00007738234,0.000099992074,0.00013908486],"domain_scores_gemma":[0.99949294,0.00016089751,0.00022266482,0.000080972975,0.000011299831,0.000031249856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088285195,0.000053904252,0.00017324943,0.000055073597,0.00002146905,0.0000056056233,0.00016478404,0.000052667445,0.0003060015],"category_scores_gemma":[0.00012582482,0.000036737427,0.000023665387,0.00015124706,0.0002953496,0.00009126267,0.000072738374,0.00012680117,0.000007971999],"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":[0.000022822212,0.0000545434,0.9948802,0.0000055377523,0.0000025923573,0.00004889061,0.00091047393,0.00003594008,0.0028375315,0.00003272619,0.000096820746,0.0010719451],"study_design_scores_gemma":[0.0003455667,0.00025121277,0.9957534,0.00002484477,0.0000040831014,0.0002081974,0.0007621345,0.0020036274,0.00002380763,0.0005284642,0.000057034817,0.000037610884],"about_ca_topic_score_codex":0.00016913905,"about_ca_topic_score_gemma":0.029638968,"teacher_disagreement_score":0.029469829,"about_ca_system_score_codex":0.000056848432,"about_ca_system_score_gemma":0.00001738626,"threshold_uncertainty_score":0.98806757},"labels":[],"label_agreement":null},{"id":"W2791102888","doi":"10.1111/mec.14548","title":"Incubation with macroalgae induces large shifts in water column microbiota, but minor changes to the epibiota of co‐occurring macroalgae","year":2018,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tula Foundation; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Hakai Institute; Vedecká Grantová Agentúra MŠVVaŠ SR a SAV","keywords":"Water column; Biology; Species richness; Incubation; Epibiont; Environmental chemistry; Ecology; Algae; Chemistry; Crustacean","score_opus":0.004571384268157679,"score_gpt":0.21090748595222966,"score_spread":0.206336101684072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791102888","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":[0.9969527,0.000011193054,0.0004869665,0.0008940942,0.00013418501,0.00060084293,0.000037122976,0.000015261467,0.00086760655],"genre_scores_gemma":[0.9985542,0.0000016234751,0.00028185963,0.0009104359,0.000026516105,0.00004763736,0.000026156593,0.00002167694,0.00012986915],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99858457,0.00012878352,0.00023808025,0.00037301957,0.00015081506,0.00052472285],"domain_scores_gemma":[0.99946356,0.00002789719,0.00008812534,0.00033403834,0.000017937087,0.000068437614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004182212,0.0001657369,0.00022689832,0.00008615798,0.00011235659,0.000023497447,0.00035680455,0.00012307685,0.0006488425],"category_scores_gemma":[0.000020314894,0.00011417501,0.000029724113,0.00022721216,0.00015954803,0.00005260384,0.00046184886,0.00011616133,0.00048826795],"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":[0.00011415542,0.00015686156,0.417843,0.000033115677,0.000031624542,0.000058200298,0.0022010615,0.00028551475,0.5776176,0.000048706264,0.0003913722,0.0012187882],"study_design_scores_gemma":[0.0012046071,0.0010579493,0.704815,0.000041886313,0.000030575266,0.000043885975,0.0004135205,0.0014517586,0.28413713,0.00011734979,0.0062379995,0.0004483481],"about_ca_topic_score_codex":0.0011423337,"about_ca_topic_score_gemma":0.19327338,"teacher_disagreement_score":0.29348046,"about_ca_system_score_codex":0.00016069761,"about_ca_system_score_gemma":0.000010582177,"threshold_uncertainty_score":0.82144725},"labels":[],"label_agreement":null},{"id":"W2791478296","doi":"10.1111/gcb.14063","title":"From grey to green: Efficacy of eco‐engineering solutions for nature‐based coastal defence","year":2018,"lang":"en","type":"review","venue":"Global Change Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":496,"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":"Engineer Research and Development Center; U.S. Army Corps of Engineers; Institut Alam Sekitar dan Pembangunan, Universiti Kebangsaan Malaysia; Royal Society; Directorate for Biological Sciences; Australian Government; Canada Excellence Research Chairs, Government of Canada; University of Cambridge","keywords":"Coastal erosion; Environmental resource management; Coastal management; Habitat; Ecosystem services; Vulnerability (computing); Salt marsh; Climate change; Coastal flood; Environmental science; Environmental planning; Shore; Ecosystem; Ecology; Fishery; Computer science","score_opus":0.05592641792147744,"score_gpt":0.3143557287652644,"score_spread":0.25842931084378695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791478296","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021705464,0.94582146,0.011597656,0.00011250737,0.0032555966,0.0038882405,0.032607272,0.00015302881,0.0003936977],"genre_scores_gemma":[0.04947764,0.9006755,0.02335687,0.00083124056,0.006852331,0.003117155,0.01516238,0.00032195478,0.00020494552],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980963,0.00006201163,0.0004504623,0.00064343767,0.000116370546,0.00063142687],"domain_scores_gemma":[0.9989087,0.00019511108,0.00024168633,0.00045495032,0.000022747045,0.00017677691],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002068752,0.00038417248,0.0009877677,0.00006035647,0.000074844844,0.00001115133,0.00062146335,0.0006405312,0.00013562385],"category_scores_gemma":[0.00014438374,0.00033287168,0.00036493837,0.00038597948,0.00009909729,0.00004727544,0.00074148853,0.00016319529,0.00032125894],"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":[0.00012245447,0.00028324567,0.0034871877,0.005884152,0.00032657938,0.000012263455,0.00010878073,0.000046554287,0.000020548081,0.000709648,0.004964414,0.9840342],"study_design_scores_gemma":[0.0002603483,0.00028625957,0.00072606956,0.0013745207,0.00019725786,0.000011396989,0.000003963898,0.0014146927,4.835266e-7,0.000085237974,0.99519056,0.00044919644],"about_ca_topic_score_codex":0.0031940604,"about_ca_topic_score_gemma":0.0076186317,"teacher_disagreement_score":0.99022615,"about_ca_system_score_codex":0.00037320514,"about_ca_system_score_gemma":0.000038422088,"threshold_uncertainty_score":0.9999123},"labels":[],"label_agreement":null},{"id":"W2791779962","doi":"10.1371/journal.pone.0193930","title":"Rapid carbon accumulation following managed realignment on the Bay of Fundy","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Allison University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Marsh; Salt marsh; Spartina alterniflora; Spartina; Bay; Blue carbon; Land reclamation; Wetland; Environmental science; Brackish marsh; Ecology; Ecosystem; Oceanography; Hydrology (agriculture); Geology; Biology","score_opus":0.05394533145503089,"score_gpt":0.2284564498323261,"score_spread":0.17451111837729522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791779962","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":[0.95698667,0.000003812548,0.00003620583,0.00029159358,0.00004950069,0.00027308194,0.0000032294445,0.00002140663,0.042334512],"genre_scores_gemma":[0.9991919,0.000005109704,0.00016283362,0.00006867028,0.000043909033,0.000012468307,0.0000043599575,0.000010521842,0.0005002532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990738,0.0000576025,0.00015651327,0.00016128608,0.0004027769,0.00014804285],"domain_scores_gemma":[0.999496,0.00007375842,0.00007341272,0.0003199359,0.000004274499,0.000032645494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032506633,0.000077074066,0.00011322361,0.000018596565,0.00008125197,0.000011192013,0.00015222882,0.000030499259,0.00043988967],"category_scores_gemma":[0.00003798945,0.000055821984,0.000038997372,0.0001222079,0.000038763457,0.00004746806,0.0001293588,0.000050203165,0.00016538476],"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":[0.0002967961,0.002686871,0.74440956,0.00016024373,0.0006580217,0.000014563944,0.0042011235,0.00096021534,0.2349598,0.0010779001,0.00063022674,0.009944652],"study_design_scores_gemma":[0.0013141838,0.0013639313,0.64442176,0.0006167561,0.0003561069,0.0000013144853,0.0007430519,0.2506633,0.09715593,0.0020224345,0.0006637696,0.00067743467],"about_ca_topic_score_codex":0.0002676944,"about_ca_topic_score_gemma":0.0009630109,"teacher_disagreement_score":0.2497031,"about_ca_system_score_codex":0.00011396383,"about_ca_system_score_gemma":0.0000020800285,"threshold_uncertainty_score":0.48164833},"labels":[],"label_agreement":null},{"id":"W2792318201","doi":"10.1590/2318-0331.0318170141","title":"Hydrodynamics of a tropical estuary: Buranhém River, Porto Seguro, Brazil","year":2018,"lang":"en","type":"article","venue":"Revista Brasileira de Recursos Hídricos","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Guelph","funders":"Universidade Federal de Itajubá; Universidade de São Paulo; Universidade Estadual de Santa Cruz; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Estuary; Stratification (seeds); Oceanography; Tidal range; Estuarine water circulation; Salinity; Water column; Hydrology (agriculture); Geology; Dominance (genetics); Environmental science; Spring (device); Turbulence; Geography; Meteorology","score_opus":0.007490670768607176,"score_gpt":0.2393851066570942,"score_spread":0.23189443588848702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792318201","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":[0.9816723,0.00008721767,0.006539914,0.000057185935,0.00018520428,0.0005580421,0.000061121944,0.00011921605,0.010719784],"genre_scores_gemma":[0.99625,0.000052156825,0.0026334818,0.00014344504,0.00017449287,0.0000164831,0.000029250052,0.00006177554,0.00063895073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719465,0.0001761138,0.0006966561,0.00065306737,0.00058191264,0.0006976099],"domain_scores_gemma":[0.9982958,0.00012930042,0.0003564838,0.0008345651,0.00004229478,0.00034157178],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003493312,0.00037125841,0.00060215313,0.00010015641,0.00017097428,0.00006702265,0.0006705591,0.00021223201,0.001183747],"category_scores_gemma":[0.00018367401,0.0003527759,0.00024660633,0.00072250713,0.0005535955,0.00025951816,0.00042708789,0.0002725844,0.0008414525],"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":[0.000109941946,0.00030892095,0.98184246,0.00014515559,0.000053294232,0.000056265646,0.00052415655,0.00013823202,0.003286982,0.0018041612,0.0025586362,0.009171772],"study_design_scores_gemma":[0.00087379594,0.00066494656,0.92386043,0.00020940501,0.00011183799,0.00024245871,0.0000877403,0.0615616,0.0002464588,0.00025609002,0.011188737,0.0006965274],"about_ca_topic_score_codex":0.000516978,"about_ca_topic_score_gemma":0.0005957995,"teacher_disagreement_score":0.061423365,"about_ca_system_score_codex":0.00049472495,"about_ca_system_score_gemma":0.00006149289,"threshold_uncertainty_score":0.9999365},"labels":[],"label_agreement":null},{"id":"W2793282404","doi":"10.1016/j.scitotenv.2018.02.184","title":"Assessing sea-level rise impact on saltwater intrusion into the root zone of a geo-typical area in coastal east-central Florida","year":2018,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Kennedy Space Center; Louisiana Sea Grant, Louisiana State University; Canadian Aeronautics and Space Institute","keywords":"Saltwater intrusion; Barrier island; Geology; Environmental science; Salinity; Soil salinity; Sea level; Oceanography; Baseline (sea); Habitat; Hydrology (agriculture); Groundwater; Aquifer; Ecology","score_opus":0.013430465308654835,"score_gpt":0.23398028377539906,"score_spread":0.22054981846674424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793282404","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":[0.9975086,0.000007732564,0.0003740362,0.0006823555,0.00029801056,0.00042946462,0.000024242096,0.0000074864924,0.000668084],"genre_scores_gemma":[0.9995447,0.000004108946,0.0001621336,0.000017475884,0.000053436648,0.000009239669,0.0000015482099,0.000013710759,0.0001936772],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9972063,0.0001710955,0.00042174594,0.00041058147,0.001189496,0.0006008189],"domain_scores_gemma":[0.9986857,0.00008574738,0.00019645973,0.0008973766,0.000007221491,0.00012749669],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015143963,0.00023519855,0.00023574085,0.000050371378,0.000447636,0.00006513123,0.0012504329,0.0000549216,0.0005554491],"category_scores_gemma":[0.000068787864,0.000104687264,0.00013837879,0.0004514438,0.003186926,0.0003535737,0.0019965402,0.00025831495,0.00012300683],"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":[0.00091614685,0.00083407236,0.11597883,0.000026891898,0.000041403226,0.00000663613,0.01209982,0.51852334,0.3336002,0.00013468093,0.0002075536,0.017630445],"study_design_scores_gemma":[0.00032929846,0.00026078726,0.87743354,0.00006674023,0.000016951602,0.000018646291,0.0005176894,0.1081811,0.012746362,0.00025673927,0.000019708097,0.00015245345],"about_ca_topic_score_codex":0.00255497,"about_ca_topic_score_gemma":0.0008728271,"teacher_disagreement_score":0.7614547,"about_ca_system_score_codex":0.0006154012,"about_ca_system_score_gemma":0.000051587074,"threshold_uncertainty_score":0.99952585},"labels":[],"label_agreement":null},{"id":"W2793638452","doi":"10.1093/jpe/rtx031","title":"Invasive European frogbit (Hydrocharis morsus-ranae L.) in North America: an updated review 2003–16","year":2017,"lang":"en","type":"article","venue":"Journal of Plant Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":28,"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":"Geography; Forestry; Environmental science; Biology","score_opus":0.010661296701215116,"score_gpt":0.22258127159477642,"score_spread":0.2119199748935613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793638452","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":[0.9944511,0.00017443269,0.000044543398,0.0005824684,0.00041046058,0.00020741648,0.00009503613,0.0000071323307,0.004027399],"genre_scores_gemma":[0.99552613,0.0031358749,0.00022790334,0.0007420768,0.00008454378,0.0000021913013,0.00008649189,0.000017055061,0.00017775438],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983538,0.00027241732,0.0006402934,0.00021101546,0.00020162642,0.00032085518],"domain_scores_gemma":[0.99828315,0.000041360243,0.0010742972,0.0003786799,0.000031534462,0.00019100722],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065849576,0.00015579684,0.0004825485,0.000075308,0.00016121543,0.00003890959,0.00070005574,0.000053021642,0.0017954509],"category_scores_gemma":[0.00027661258,0.00012737111,0.00006374379,0.00014990258,0.00011126871,0.0004350131,0.00030293374,0.00032984602,0.0005532791],"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":[0.00009064257,0.00021272387,0.9532788,0.00005892163,0.000046355122,0.0028852322,0.0002280898,0.0008254004,0.00030923262,0.000005028526,0.037709218,0.004350361],"study_design_scores_gemma":[0.0007527494,0.0005033296,0.96486175,0.00017040312,0.000054399872,0.000907755,0.000077575845,0.0009352176,0.000010183779,0.000032243333,0.03147439,0.00021999728],"about_ca_topic_score_codex":0.0006802987,"about_ca_topic_score_gemma":0.11542924,"teacher_disagreement_score":0.11474894,"about_ca_system_score_codex":0.0002473697,"about_ca_system_score_gemma":0.000044964036,"threshold_uncertainty_score":0.999117},"labels":[],"label_agreement":null},{"id":"W2793965139","doi":"10.3389/fevo.2020.00144","title":"Anthropogenic, Direct Pressures on Coastal Wetlands","year":2020,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":312,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Natural Resources Canada","funders":"Natural Resources Canada; Fundação para a Ciência e a Tecnologia; State Key Laboratory of Estuarine and Coastal Research; European Commission; East China Normal University; Chinese Academy of Sciences","keywords":"Wetland; Environmental science; Ecology; Oceanography; Geography; Environmental resource management; Geology; Biology","score_opus":0.004802833209710804,"score_gpt":0.1893827661514568,"score_spread":0.184579932941746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793965139","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":[0.9896193,0.00006270307,0.001383587,0.00067480555,0.0005913528,0.00016997957,0.000022754306,0.000038637176,0.007436869],"genre_scores_gemma":[0.9991577,0.00005883624,0.00037999885,0.00015989089,0.000041351002,0.000010431238,0.00001284131,0.000007159921,0.000171793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992165,0.00006845005,0.00013561868,0.0002741735,0.00008460101,0.00022065024],"domain_scores_gemma":[0.9997731,0.000023519997,0.000041002993,0.00007932369,0.000002165771,0.00008088556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001150071,0.00009795004,0.0001648775,0.00003253519,0.00010109296,0.000007932148,0.000084091,0.000105671315,0.00011323783],"category_scores_gemma":[0.000045452,0.00009360564,0.00002440296,0.00012104325,0.00014110004,0.00010160647,0.00012117904,0.00011799536,0.00007050981],"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":[0.00012999515,0.00003300441,0.98491836,0.000008268963,0.000008713942,0.000008508552,0.00014378756,0.002870526,0.000074233,0.000034410918,0.010680261,0.0010899272],"study_design_scores_gemma":[0.00040838317,0.00022122804,0.9393903,0.0000045825013,0.000009004692,0.0000042556494,0.00013544736,0.05613326,0.000018234578,0.00029904483,0.0032683674,0.000107897926],"about_ca_topic_score_codex":0.00012372152,"about_ca_topic_score_gemma":0.0046649175,"teacher_disagreement_score":0.053262733,"about_ca_system_score_codex":0.000094266754,"about_ca_system_score_gemma":0.0000064077403,"threshold_uncertainty_score":0.3817127},"labels":[],"label_agreement":null},{"id":"W2794328783","doi":"10.1002/esp.4389","title":"Bacteria‐sediment associations in an alpine, freshwater environment and their effects on particle size, density and settling velocity","year":2018,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Impact; Pacific Institute for Climate Solutions; University of Victoria; University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; University of Regina","keywords":"Settling; Sediment; Landform; Glacier; Watershed; Sedimentation; Hydrology (agriculture); Particle (ecology); Environmental science; Geology; Range (aeronautics); Physical geography; Geomorphology; Geography; Oceanography; Environmental engineering; Geotechnical engineering; Materials science","score_opus":0.00541262880569884,"score_gpt":0.19130857715904745,"score_spread":0.1858959483533486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794328783","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":[0.99939966,0.000041188414,0.000053268344,0.0001413677,0.000035510147,0.00022413467,0.00002902934,0.000019499787,0.000056350556],"genre_scores_gemma":[0.9992816,0.00007194314,0.00042111007,0.00010362129,0.00002328658,0.0000062181593,0.000011297981,0.000009077093,0.00007183812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919534,0.000028612254,0.00013506548,0.00028673362,0.00011154463,0.00024272452],"domain_scores_gemma":[0.9996274,0.00009411793,0.000050205002,0.00010461162,0.0000061428723,0.00011748797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023529428,0.00013956569,0.0001561173,0.0000090042695,0.00018119623,0.00007872266,0.000044619337,0.00005302189,0.00008483055],"category_scores_gemma":[0.000029154444,0.000093906994,0.000008819343,0.00006714178,0.00007382784,0.0002545469,0.0001363819,0.00007192267,0.00002015111],"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":[0.000041791514,0.00005518111,0.99035794,0.000056401863,0.000007224113,0.000001961255,0.001883191,0.00012468568,0.0043125986,0.0000031483019,0.000007258604,0.003148633],"study_design_scores_gemma":[0.0005729938,0.00031455423,0.9704652,0.000033683766,0.000006221348,0.000003861115,0.00014452048,0.01365677,0.013867414,0.00019442808,0.00056212087,0.00017822823],"about_ca_topic_score_codex":0.00030634087,"about_ca_topic_score_gemma":0.013934481,"teacher_disagreement_score":0.01989272,"about_ca_system_score_codex":0.000029481176,"about_ca_system_score_gemma":0.000005185307,"threshold_uncertainty_score":0.77757674},"labels":[],"label_agreement":null},{"id":"W2796012786","doi":"10.1002/ecy.2233","title":"Herbivory enhances the resistance of mangrove forest to cordgrass invasion","year":2018,"lang":"en","type":"article","venue":"Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Natural Science Foundation of China; Xiamen University; National Science Foundation","keywords":"Mangrove; Herbivore; Ecology; Resistance (ecology); Biology; Agroforestry; Geography","score_opus":0.006108230746002789,"score_gpt":0.21145760799268948,"score_spread":0.2053493772466867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796012786","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":[0.97959626,0.000009444937,0.00036259496,0.0006986203,0.00037272298,0.0001952879,0.0000028076988,0.000011910213,0.01875033],"genre_scores_gemma":[0.99564695,0.00000389575,0.00036718042,0.0003200434,0.000055594715,0.000019268231,9.4645134e-7,0.000006556325,0.003579544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993216,0.000049385035,0.00015448807,0.00017792074,0.00010219016,0.00019441702],"domain_scores_gemma":[0.9995076,0.00010819117,0.00007571698,0.00025629788,0.000009313723,0.00004290184],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023130563,0.00006703721,0.0001092211,0.000015870624,0.000098658806,0.000005938414,0.00028433691,0.000045075998,0.0008023009],"category_scores_gemma":[0.00005889426,0.000046681045,0.000025007617,0.00013665276,0.00020335024,0.000047926125,0.00028382934,0.000045194505,0.0012002195],"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":[0.00022081927,0.00011367799,0.90324354,0.00005612241,0.00002029066,0.000010065825,0.001458267,0.00027681046,0.05324779,0.0015072817,0.038037106,0.0018082074],"study_design_scores_gemma":[0.00015450917,0.00034858624,0.96393305,0.000021199217,0.000006649093,0.0000048261004,0.00019238699,0.00044304304,0.0042730607,0.0023121769,0.028194882,0.000115615694],"about_ca_topic_score_codex":0.00026089975,"about_ca_topic_score_gemma":0.33096874,"teacher_disagreement_score":0.33070785,"about_ca_system_score_codex":0.000073439565,"about_ca_system_score_gemma":0.0000071184136,"threshold_uncertainty_score":0.99957746},"labels":[],"label_agreement":null},{"id":"W2797762280","doi":"10.7287/peerj.preprints.26841v1","title":"Achieving mangrove conservation and sustainable use in Mexico through community-based Management Units for Wildlife Conservation within and beyond Protected Areas","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"McGill University","funders":"","keywords":"Mangrove; Livelihood; Ecosystem services; Environmental resource management; Business; Sustainable management; Context (archaeology); Biodiversity; Protected area; Wildlife; Environmental planning; Geography; Agroforestry; Sustainability; Ecosystem; Environmental science; Ecology; Agriculture","score_opus":0.030454423071539304,"score_gpt":0.2405508426807729,"score_spread":0.2100964196092336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797762280","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":[0.9653147,0.000009761984,0.027078325,0.0014569105,0.000075165786,0.004454873,0.00007258536,0.00008841561,0.0014492541],"genre_scores_gemma":[0.95906043,0.000027367154,0.03377786,0.0036653276,0.000016161071,0.00075573754,0.00093703443,0.000059022088,0.0017010791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979522,0.00036404736,0.0005132295,0.0005168003,0.00024812567,0.00040557105],"domain_scores_gemma":[0.99861914,0.00032623214,0.00034127763,0.00054729026,0.00008548515,0.00008060246],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014422457,0.0003453699,0.0003528479,0.00012239566,0.0003933836,0.00029030562,0.0002410776,0.00025324646,0.000025804808],"category_scores_gemma":[0.0002192414,0.0003438131,0.000028244353,0.0003277866,0.00023378388,0.0005304478,0.0017926974,0.00043801658,0.0000031176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005476693,0.00026175505,0.97414595,0.004609028,0.0001008577,0.00002112146,0.003266121,0.006723481,0.00013470373,0.0054953,0.004295103,0.00039892874],"study_design_scores_gemma":[0.0046830084,0.000525031,0.5024305,0.0014707149,0.0001921816,0.00001532836,0.010063926,0.44644034,0.00021666219,0.025129508,0.0072841835,0.0015486167],"about_ca_topic_score_codex":0.021509197,"about_ca_topic_score_gemma":0.04036984,"teacher_disagreement_score":0.47171545,"about_ca_system_score_codex":0.0004702545,"about_ca_system_score_gemma":0.000046321424,"threshold_uncertainty_score":0.9999014},"labels":[],"label_agreement":null},{"id":"W2799860318","doi":"10.5194/bg-2018-166","title":"Carbon Stocks and Accumulation Rates in Salt Marshes ofthe Pacific Coast of Canada","year":2018,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Parks Canada; Simon Fraser University","funders":"Parks Canada","keywords":"Salt marsh; Marsh; Environmental science; Carbon fibers; Carbon sequestration; Total organic carbon; Blue carbon; Oceanography; Hydrology (agriculture); Geology; Carbon dioxide; Wetland; Ecology; Biology","score_opus":0.008541819211747143,"score_gpt":0.2150844775931401,"score_spread":0.20654265838139294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799860318","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":[0.97995704,0.000004085751,0.000037331793,0.00007018486,0.00005230468,0.00010508718,0.0000055069454,0.0000056549748,0.019762771],"genre_scores_gemma":[0.99937063,0.0000020576886,0.000081475046,0.000014381201,0.000008902326,0.0000021870756,0.0000026868393,0.0000046976334,0.0005129565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99945635,0.000020927619,0.00014040267,0.00012586566,0.00012763214,0.00012880792],"domain_scores_gemma":[0.9997735,0.000037079237,0.000041192186,0.00010482802,0.000004798462,0.000038596747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012500091,0.000060817463,0.00008779469,0.000016630493,0.000026995895,0.0000071500112,0.0000561871,0.000025208736,0.00024438035],"category_scores_gemma":[0.000015169475,0.00005018433,0.000006086666,0.000105056766,0.000053735628,0.0000544307,0.0000946265,0.00002875119,0.0000027422445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013317445,0.000009115278,0.99574786,0.000008020098,0.0000017454411,9.653596e-7,0.00025355385,0.00031539364,0.002145904,0.00001902543,0.00018689848,0.0012981719],"study_design_scores_gemma":[0.0002246129,0.000057978225,0.8815274,0.000016057942,0.0000026981322,0.0000033693013,0.000933382,0.11523039,0.0013116557,0.00023334318,0.0003439303,0.000115144176],"about_ca_topic_score_codex":0.74212486,"about_ca_topic_score_gemma":0.9946337,"teacher_disagreement_score":0.25250882,"about_ca_system_score_codex":0.00011429163,"about_ca_system_score_gemma":0.000019852701,"threshold_uncertainty_score":0.26757935},"labels":[],"label_agreement":null},{"id":"W2799940892","doi":"10.1002/ece3.4063","title":"Low genetic diversity contrasts with high phenotypic variability in heptaploid <i>Spartina densiflora</i> populations invading the Pacific coast of North America","year":2018,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":51,"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":"Oregon Department of Agriculture; Washington State Department of Agriculture; Washington State University; California Department of Food and Agriculture","keywords":"Biology; Phenotypic plasticity; Genetic diversity; Population; Genetic variation; Ecotype; Ecology; Genetic variability; Genetics; Gene","score_opus":0.005797443467911319,"score_gpt":0.17419038837321799,"score_spread":0.16839294490530668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799940892","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":[0.995871,0.000003318411,0.0035379075,0.00008385189,0.00011188906,0.00021011647,0.000013192074,0.000011086554,0.00015761449],"genre_scores_gemma":[0.99960494,0.0000033118608,0.0003134669,0.000025666084,0.000019056764,0.0000073354454,0.0000094188545,0.000003535498,0.000013282284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921834,0.00015427775,0.00015783295,0.00019944819,0.00008169688,0.0001883719],"domain_scores_gemma":[0.9996155,0.0000806372,0.00010005624,0.00014914702,0.000015274767,0.00003936642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022550255,0.000078568606,0.0001314025,0.000022390812,0.0003406908,0.0000048165425,0.000086521584,0.00004398485,0.00007264131],"category_scores_gemma":[0.00004473351,0.000059567745,0.000013591271,0.00021664999,0.00044796613,0.00009211388,0.00022891497,0.00007991728,0.00003052177],"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":[0.000057777193,0.000054631135,0.99658424,0.0000060874227,0.000005161392,0.0000010418081,0.00036513017,0.002312354,0.00011745013,0.00005005863,0.00004123899,0.00040480832],"study_design_scores_gemma":[0.0002408954,0.00014830586,0.987404,0.000005342621,0.000017444438,0.00000617663,0.00012635469,0.01119393,0.00001017949,0.00076718675,0.0000120995865,0.00006808403],"about_ca_topic_score_codex":0.0025317268,"about_ca_topic_score_gemma":0.31283537,"teacher_disagreement_score":0.31030366,"about_ca_system_score_codex":0.0001477438,"about_ca_system_score_gemma":0.000010481284,"threshold_uncertainty_score":0.6997036},"labels":[],"label_agreement":null},{"id":"W2800953987","doi":"10.25710/4ezd-5n59","title":"Relative Rise in Sea-level during the Late Holocene at Six Salt Marshes in the Puget Basin, Washington","year":2020,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"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":"Holocene; Salt marsh; Structural basin; Marsh; Oceanography; Sea level; Geology; Geomorphology; Wetland; Ecology","score_opus":0.01760978401688662,"score_gpt":0.19806061088839697,"score_spread":0.18045082687151034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800953987","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":[0.991282,0.000016767233,0.000119348886,0.004050605,0.00011320458,0.0006247915,0.00010089442,0.000086483815,0.0036059096],"genre_scores_gemma":[0.99487877,0.00005374529,0.000043992684,0.00061372714,0.00004782483,0.0000031144937,0.000024109546,0.000048646838,0.004286056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99700075,0.00057572214,0.00041779282,0.0006984606,0.00059774274,0.000709505],"domain_scores_gemma":[0.99865663,0.00029906072,0.00025153966,0.0005853353,0.0000130830895,0.00019435408],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00059867156,0.00040719437,0.00039313815,0.00015618886,0.00037399703,0.00015912538,0.0015533479,0.00018777572,0.00010299266],"category_scores_gemma":[0.00006692003,0.00031511014,0.00014358725,0.0010832896,0.00021631453,0.0011273352,0.0017717866,0.0007344575,0.00046773267],"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":[0.00021756736,0.000064749,0.9846166,0.00005046807,0.000017825207,0.00043038715,0.009822965,0.0041207443,0.0003829459,0.0000374771,0.000045865832,0.00019241382],"study_design_scores_gemma":[0.0015966694,0.0001010084,0.9871453,0.00012750083,0.000035298173,0.000031874293,0.0021412566,0.0015338752,0.00021786022,0.00005126663,0.006541913,0.00047619783],"about_ca_topic_score_codex":0.0020198477,"about_ca_topic_score_gemma":0.0489975,"teacher_disagreement_score":0.046977654,"about_ca_system_score_codex":0.0009906077,"about_ca_system_score_gemma":0.00002470851,"threshold_uncertainty_score":0.9999301},"labels":[],"label_agreement":null},{"id":"W2801537197","doi":"10.1088/1748-9326/aab63c","title":"Nitrous oxide emissions could reduce the blue carbon value of marshes on eutrophic estuaries","year":2018,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Agriculture and Agri-Food Canada; St. Francis Xavier University","funders":"St. Francis Xavier University; Nova Scotia Research Innovation Trust; Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Salt marsh; Marsh; Environmental science; Greenhouse gas; Eutrophication; Blue carbon; Sink (geography); Carbon sink; Estuary; Nitrous oxide; Ecosystem; Carbon dioxide; Carbon sequestration; Ecology; Wetland; Nutrient","score_opus":0.02088216374479274,"score_gpt":0.27811061398767745,"score_spread":0.2572284502428847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801537197","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":[0.9921252,0.00003373322,0.000025207375,0.0039818133,0.00011664514,0.0004797528,0.00003445582,0.000023325612,0.0031798293],"genre_scores_gemma":[0.99819416,0.000051640956,0.00014529478,0.0004417141,0.000115114155,0.00004146195,0.000012166456,0.000039867566,0.0009586018],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9965525,0.00042319903,0.0003155514,0.00051455357,0.00146148,0.00073271646],"domain_scores_gemma":[0.99849653,0.00040966808,0.00009364622,0.0007982829,0.0000038491785,0.0001980218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010359548,0.00022521205,0.00020803635,0.000082500446,0.0005326334,0.00004568934,0.00075235264,0.00008787795,0.0005653468],"category_scores_gemma":[0.00013216794,0.00016271607,0.000092641705,0.00027794257,0.0023472502,0.00010849231,0.00089506956,0.00055986433,0.0007104163],"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":[0.00039672965,0.00039768429,0.14719744,0.000022797494,0.000062137275,0.000060925544,0.0014990284,0.00288946,0.83646387,0.00015334686,0.008020708,0.0028358456],"study_design_scores_gemma":[0.0013346599,0.002072008,0.82758766,0.00023938519,0.000058769638,0.00008818636,0.0030023926,0.013915584,0.12786359,0.0009292666,0.02192728,0.0009812057],"about_ca_topic_score_codex":0.0022783354,"about_ca_topic_score_gemma":0.00046271604,"teacher_disagreement_score":0.7086003,"about_ca_system_score_codex":0.0006498058,"about_ca_system_score_gemma":0.000012925613,"threshold_uncertainty_score":0.9131201},"labels":[],"label_agreement":null},{"id":"W2801575020","doi":"10.1002/hyp.13133","title":"Isotopic evidence of subtle nutrient enrichment in mangrove habitats of <scp>Golfo Dulce, Costa Rica</scp>","year":2018,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":11,"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":"Universidad de Costa Rica; National Research Council Canada; Newcastle University","keywords":"Mangrove; Nutrient; Environmental science; Sewage; Habitat; Ecology; Water column; Hydrology (agriculture); Biology; Geology; Environmental engineering","score_opus":0.017602087472681056,"score_gpt":0.24540993834210187,"score_spread":0.22780785086942082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801575020","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":[0.99298364,0.00038944502,0.00051893457,0.000104303756,0.00006909218,0.00038633042,0.000010461371,0.000027432017,0.005510342],"genre_scores_gemma":[0.9991548,0.00015921923,0.00033240957,0.000090264,0.000026682985,0.000040913077,0.000003327615,0.000008836346,0.00018356161],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982243,0.0000676284,0.0004991698,0.0004266289,0.0004112605,0.00037098167],"domain_scores_gemma":[0.9988069,0.0005101051,0.00025030426,0.00028961795,0.00004654786,0.00009655252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003554688,0.0001747268,0.0003450066,0.000060310977,0.00004772591,0.0000118310645,0.00043638845,0.000115798946,0.0003045528],"category_scores_gemma":[0.0009557053,0.00013415315,0.000051729672,0.0006656561,0.0004199963,0.00020017428,0.00045228028,0.000119154865,0.0001728984],"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":[0.00008485928,0.00082466146,0.98070496,0.00062229816,0.000013127105,0.000020792724,0.00087406463,0.0007025347,0.014349427,0.0002849945,0.0007544497,0.00076381746],"study_design_scores_gemma":[0.0014452038,0.004669399,0.9086838,0.0006201968,0.00004708379,0.000031443546,0.0005292565,0.011650866,0.05063199,0.014129165,0.0071908724,0.00037073533],"about_ca_topic_score_codex":0.00028651053,"about_ca_topic_score_gemma":0.0009946813,"teacher_disagreement_score":0.07202119,"about_ca_system_score_codex":0.00013619523,"about_ca_system_score_gemma":0.000024073639,"threshold_uncertainty_score":0.54706067},"labels":[],"label_agreement":null},{"id":"W2802163345","doi":"10.2113/gsjfr.48.2.164","title":"A Study of Co-occurrences of Foraminifera and Mussels in a Polluted Nova Scotian Wetland, Atlantic Canada","year":2018,"lang":"en","type":"article","venue":"The Journal of Foraminiferal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"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":"Benthic zone; Marsh; Intertidal zone; Foraminifera; Oceanography; Estuary; Salt marsh; Mussel; Sediment; Bay; Wetland; Ecology; Geology; Biology; Geomorphology","score_opus":0.059922426354072765,"score_gpt":0.3535544336805055,"score_spread":0.29363200732643274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802163345","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":[0.99855864,0.000030218398,0.000008228138,0.00020588138,0.0001223832,0.0003929069,0.000020348847,0.0000022363274,0.0006591828],"genre_scores_gemma":[0.9998147,0.000026483509,0.000040197512,0.00000910858,0.000044773416,0.0000012072633,9.6265e-7,0.000008943636,0.000053621203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969255,0.00045966604,0.00075560855,0.00014276883,0.0013055857,0.00041091806],"domain_scores_gemma":[0.99856615,0.0005592794,0.00033952962,0.0002610445,0.00013452103,0.00013948821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036671679,0.0001264799,0.00038756873,0.00020977983,0.00010874067,0.000026461994,0.0006311254,0.000046181434,0.00014953357],"category_scores_gemma":[0.0002683108,0.00007928975,0.00003222547,0.0007206475,0.00047967557,0.0001681054,0.00029749714,0.00038809175,0.000004204731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007420223,0.00039849823,0.9885793,0.000054403525,0.000048175425,0.000058060476,0.005149007,0.00013955998,0.0015435646,0.000014696444,0.0014554597,0.0018172963],"study_design_scores_gemma":[0.001980977,0.00477525,0.97405463,0.0002021137,0.000026585318,0.00020227149,0.013261825,0.0043856376,0.00061810313,0.00016828993,0.00017850047,0.0001458387],"about_ca_topic_score_codex":0.33822933,"about_ca_topic_score_gemma":0.91435385,"teacher_disagreement_score":0.57612455,"about_ca_system_score_codex":0.00017259116,"about_ca_system_score_gemma":0.00026630858,"threshold_uncertainty_score":0.66617745},"labels":[],"label_agreement":null},{"id":"W2802570838","doi":"10.1088/1748-9326/aabe1c","title":"A global map of mangrove forest soil carbon at 30 m spatial resolution","year":2018,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":380,"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 British Columbia","funders":"Advance Queensland; Australian Research Council; Rufford Foundation; U.S. Forest Service; Queensland Government; Nature Conservancy; United States Agency for International Development","keywords":"Environmental science; Soil carbon; Mangrove; Carbon sequestration; Blue carbon; Global warming; Soil science; Climate change; Hydrology (agriculture); Forestry; Ecology; Geography; Soil water; Geology; Carbon dioxide","score_opus":0.011969401498637908,"score_gpt":0.24946079285175118,"score_spread":0.23749139135311328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802570838","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":[0.99015015,0.000024773317,0.00030601292,0.0008011223,0.00018381924,0.00038953286,0.00008279513,0.00002208526,0.008039709],"genre_scores_gemma":[0.9986318,0.000014487252,0.00014052444,0.000120870136,0.00017011557,0.000028782511,0.000040729607,0.000024741936,0.00082795566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968431,0.00021088561,0.00030434952,0.0005294989,0.0013357933,0.00077637285],"domain_scores_gemma":[0.9991125,0.000065641856,0.00009284489,0.00051357766,0.0000034118066,0.00021205343],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006453336,0.00019009627,0.00018142334,0.000058116406,0.0002521106,0.000022644792,0.00041874996,0.00009416067,0.003486581],"category_scores_gemma":[0.00003088256,0.00018741247,0.00008413519,0.00016022098,0.0012988179,0.00012559406,0.001534954,0.00017244846,0.0030339835],"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":[0.00025591612,0.00016964563,0.9123263,0.00002563927,0.00002450459,0.000043732747,0.00025362958,0.0011285072,0.0747668,0.000014948231,0.0068713482,0.0041190586],"study_design_scores_gemma":[0.0009651638,0.0006140197,0.9505301,0.000038801092,0.000014439508,0.000026160053,0.00018639863,0.03231592,0.0037882156,0.00028681243,0.010849739,0.00038419914],"about_ca_topic_score_codex":0.006400105,"about_ca_topic_score_gemma":0.01592682,"teacher_disagreement_score":0.07097858,"about_ca_system_score_codex":0.0025805838,"about_ca_system_score_gemma":0.000008186876,"threshold_uncertainty_score":0.9977423},"labels":[],"label_agreement":null},{"id":"W2802855545","doi":"10.7939/r3p43k","title":"Habitat selection and food-web relations of Horned Grebes (Podiceps auritus) and other aquatic birds on constructed wetlands in the Peace Parkland, Alberta, Canada","year":2009,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"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":"Habitat; Wetland; Selection (genetic algorithm); Food web; Geography; Fishery; Ecology; Biology; Predation","score_opus":0.003461014650456698,"score_gpt":0.1471825785239525,"score_spread":0.1437215638734958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802855545","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":[0.977291,0.000012687728,0.00000545556,0.0011754415,0.000015171407,0.00014633879,0.000014008767,0.0000054322536,0.02133445],"genre_scores_gemma":[0.9988567,0.000020049138,0.00012498596,0.00009635718,0.000003866506,1.1635958e-7,0.00001115694,0.000004898316,0.0008818495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99940836,0.00006858347,0.00011708531,0.00016014828,0.0001304779,0.00011535051],"domain_scores_gemma":[0.99941874,0.00033231592,0.00008608596,0.00011105215,0.0000021282156,0.000049668124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000050323924,0.00009060511,0.00013531701,0.000056679008,0.000095034404,0.000010643361,0.00011938792,0.000050838233,0.00023481344],"category_scores_gemma":[0.000019660794,0.00007989422,0.00001982443,0.0002325858,0.000095422365,0.00026721778,0.00004948915,0.00008668206,0.0000028249497],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006023703,0.000039103055,0.9954291,0.0000109505645,0.000012668753,0.0000016107315,0.0018127082,0.00014880292,0.000081454804,0.00044399055,0.0016582109,0.00030113637],"study_design_scores_gemma":[0.00096221064,0.00033436893,0.9752932,0.000061083,0.000029522022,0.000019797515,0.0022256363,0.015122833,0.00003906575,0.00032208106,0.0054267286,0.00016342885],"about_ca_topic_score_codex":0.35498232,"about_ca_topic_score_gemma":0.9788471,"teacher_disagreement_score":0.62386477,"about_ca_system_score_codex":0.000035382054,"about_ca_system_score_gemma":0.000050170875,"threshold_uncertainty_score":0.6493129},"labels":[],"label_agreement":null},{"id":"W2803127880","doi":"10.1007/978-94-007-4001-3_183","title":"Estuarine Marsh: An Overview","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Department of Agriculture","funders":"","keywords":"Marsh; Salt marsh; Estuary; Brackish marsh; Wetland; Intertidal zone; Ecosystem; Ecology; Brackish water; Geography; Environmental science; Oceanography; Salinity; Geology; Biology","score_opus":0.029170041628449193,"score_gpt":0.24093682709729225,"score_spread":0.21176678546884306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803127880","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":[0.0011142022,0.000065747176,0.00007599653,0.000038733895,0.00023445745,0.00022409587,0.000020979174,0.000101290774,0.9981245],"genre_scores_gemma":[0.0018388688,0.00025234278,0.00070010213,0.00024011721,0.00016519488,0.000004142844,0.00008921669,0.00006498719,0.99664503],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865985,0.0000087513135,0.00026219027,0.00049307325,0.0003351868,0.00024094239],"domain_scores_gemma":[0.99902034,0.000014277,0.000108225206,0.00067965145,0.000006654317,0.000170861],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015271574,0.00030054303,0.00028427585,0.000030054447,0.00006418371,0.000038600414,0.00037256134,0.00021830933,0.22269899],"category_scores_gemma":[0.000003514272,0.0002556608,0.00009969338,0.000020827774,0.00010414997,0.00014571383,0.00070682156,0.00014799187,0.03004427],"study_design_candidate":"not_applicable","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":[0.0001339082,0.00036055027,0.0123405075,0.0006356211,0.0003261313,0.00039340302,0.0006399472,0.00016591018,0.00018138204,0.34550872,0.34127593,0.29803798],"study_design_scores_gemma":[0.000118204916,0.00017267925,0.0011254005,0.00006859189,0.00003332383,0.00003863029,0.0000050452677,0.0013309908,0.0000021546034,0.025920399,0.9706796,0.00050498993],"about_ca_topic_score_codex":0.0006492404,"about_ca_topic_score_gemma":0.020171117,"teacher_disagreement_score":0.62940365,"about_ca_system_score_codex":0.00019841772,"about_ca_system_score_gemma":0.000007898249,"threshold_uncertainty_score":0.99998957},"labels":[],"label_agreement":null},{"id":"W2803518980","doi":"10.1007/978-94-007-6173-5_2-1","title":"The Bay of Fundy and Its Wetlands (Canada)","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Acadia University","funders":"","keywords":"Bay; Wetland; Fishery; Oceanography; Geography; Geology; Ecology; Biology","score_opus":0.005572302954080891,"score_gpt":0.1643206314303963,"score_spread":0.1587483284763154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803518980","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":[0.001669724,0.00009034471,0.000028133287,0.000321203,0.00015450802,0.00014699364,0.000072962255,0.000009221548,0.9975069],"genre_scores_gemma":[0.23460217,0.00023189341,0.000006727738,0.000032483626,0.00002692514,0.0000018580492,0.000002695441,0.000016766635,0.7650785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990725,0.000006206321,0.0002119427,0.00020776087,0.00033496637,0.00016660237],"domain_scores_gemma":[0.9994255,0.000118467586,0.00012078952,0.00024801452,0.0000066345406,0.00008061915],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012729494,0.00015994727,0.00017735234,0.000010417305,0.00009430859,0.000012471445,0.00020720757,0.00009386718,0.0030797606],"category_scores_gemma":[0.000008419462,0.00008384638,0.00003621133,0.000009300793,0.00007341046,0.000035595553,0.000354743,0.00007947159,0.00012172898],"study_design_candidate":"not_applicable","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":[0.00014816027,0.000025889396,0.04559132,0.00027573892,0.00032733046,0.000065107924,0.0000965675,0.000033574335,0.0006099074,0.7761059,0.06728781,0.1094327],"study_design_scores_gemma":[0.00020166603,0.000053489748,0.004063551,0.00008395269,0.000024413337,0.000019759715,0.000009746866,0.00066910795,0.000024900599,0.0060667293,0.9884621,0.00032060416],"about_ca_topic_score_codex":0.004161607,"about_ca_topic_score_gemma":0.86429393,"teacher_disagreement_score":0.9211743,"about_ca_system_score_codex":0.00011584265,"about_ca_system_score_gemma":0.000030289062,"threshold_uncertainty_score":0.9978316},"labels":[],"label_agreement":null},{"id":"W2804708227","doi":"10.1016/j.ecoleng.2018.05.012","title":"Restoring a degraded marsh using thin layer sediment placement: Short term effects on soil physical and biogeochemical properties","year":2018,"lang":"en","type":"article","venue":"Ecological Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Engineer Research and Development Center; Bayer Canada; U.S. Army Corps of Engineers; Nature Conservancy","keywords":"Marsh; Environmental science; Spartina alterniflora; Wetland; Sediment; Soil water; Salt marsh; Biogeochemical cycle; Vegetation (pathology); Nutrient; Hydrology (agriculture); Soil science; Geology; Ecology; Oceanography; Geomorphology; Geotechnical engineering","score_opus":0.015490587133498943,"score_gpt":0.20861349887190977,"score_spread":0.19312291173841084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804708227","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":[0.9987697,0.000010900918,0.000231616,0.000049406917,0.00018177733,0.0002525547,0.0000023999478,0.00011373167,0.0003879236],"genre_scores_gemma":[0.9990888,0.0000018473977,0.00055398385,0.0000433215,0.00022072985,0.00003202628,0.0000026004438,0.000018697512,0.00003796941],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988309,0.00002323706,0.00014143644,0.00036938392,0.00023855275,0.0003964759],"domain_scores_gemma":[0.99958986,0.000082747116,0.000023401002,0.00015831685,0.000004164948,0.0001415303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015819828,0.00021052841,0.00021193638,0.000030724874,0.00011218132,0.00004018843,0.00012604387,0.00009395616,0.00005565858],"category_scores_gemma":[0.000060849783,0.00015992443,0.000045704142,0.000106750595,0.00006665944,0.00009219308,0.00037720142,0.00017917334,0.000057419355],"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":[0.000078418714,0.00022152552,0.037514877,0.00011030984,0.00003673145,0.00004963384,0.0004841198,0.03466156,0.9255126,0.000045279427,0.000115354494,0.001169577],"study_design_scores_gemma":[0.00050136424,0.00069655606,0.07102807,0.00015967913,0.000033807813,0.00002757083,0.000033423785,0.8131153,0.113466315,0.00003173383,0.00037998272,0.0005262094],"about_ca_topic_score_codex":0.00002368992,"about_ca_topic_score_gemma":0.00002728357,"teacher_disagreement_score":0.8120463,"about_ca_system_score_codex":0.0003537577,"about_ca_system_score_gemma":0.000004067766,"threshold_uncertainty_score":0.6521529},"labels":[],"label_agreement":null},{"id":"W2806489939","doi":"","title":"Blue carbon storage and variability in Clayoquot Sound, British Columbia","year":2018,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"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":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Parks Canada; Commission for Environmental Cooperation","keywords":"Sound (geography); Environmental science; Oceanography; Geology","score_opus":0.005075358057226191,"score_gpt":0.1703480998553751,"score_spread":0.1652727417981489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806489939","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":[0.98051894,0.0000044216026,0.0001751749,0.000019147556,0.00013280698,0.000199328,0.000035808505,0.00004633393,0.018868014],"genre_scores_gemma":[0.9977583,0.000010233927,0.000076363176,0.000031010975,0.000028293622,5.512104e-7,0.000008151649,0.000011578811,0.002075485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998801,0.00014026828,0.00013212452,0.0004566673,0.00016579732,0.0003041486],"domain_scores_gemma":[0.9994606,0.000056082645,0.000052017916,0.000276008,0.000012118901,0.00014321691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003198372,0.00010357466,0.00017482608,0.000047325466,0.00015802556,0.00009941058,0.00023822112,0.0001199559,0.000901671],"category_scores_gemma":[0.0000377259,0.00017659838,0.000033917982,0.0004953859,0.00034831683,0.00024432177,0.0004259193,0.00015135016,0.00005620283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002218134,0.00005573009,0.99747974,0.000011361756,0.000005460742,0.00011212327,0.000025637433,0.000070697875,0.0000053776657,0.000012322547,0.0010656145,0.0011337536],"study_design_scores_gemma":[0.0020110207,0.00030642076,0.90306014,0.00006805302,0.000050352748,2.5915264e-7,0.0053899447,0.026599053,0.000027509044,0.0016275769,0.06006365,0.0007960214],"about_ca_topic_score_codex":0.1204575,"about_ca_topic_score_gemma":0.9949817,"teacher_disagreement_score":0.8745242,"about_ca_system_score_codex":0.0004423951,"about_ca_system_score_gemma":0.000014280159,"threshold_uncertainty_score":0.98726654},"labels":[],"label_agreement":null},{"id":"W2809898594","doi":"10.1016/j.scitotenv.2018.06.080","title":"Temporal (1970–2016) changes in human pressures and wetland response in the St. Lawrence River (Québec, Canada)","year":2018,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Wetland; Environmental science; Hydrology (agriculture); Eutrophication; Water level; Biomass (ecology); Watershed; Habitat; Ecology; Shore; Nutrient; Geography; Oceanography; Geology","score_opus":0.007814893440336484,"score_gpt":0.19844668360614362,"score_spread":0.19063179016580714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809898594","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":[0.9940406,0.000039899925,0.0000022797365,0.0045079035,0.000078151024,0.00037485946,0.000016242391,0.0000033407293,0.0009367207],"genre_scores_gemma":[0.9989804,0.000011279381,0.000022594291,0.00008034107,0.000018182422,0.000017520711,3.7343833e-7,0.0000059997687,0.0008633289],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99804485,0.00023963994,0.00020296882,0.00032165987,0.0008330705,0.00035783014],"domain_scores_gemma":[0.999069,0.0001243305,0.00012289867,0.00062570133,0.000002657804,0.000055427106],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021044386,0.0001402318,0.00013245661,0.000033968463,0.00040910539,0.0000318074,0.0011094854,0.00002863926,0.00019854908],"category_scores_gemma":[0.000058087302,0.00006997706,0.000021048067,0.0002802596,0.0029928607,0.00013331823,0.0010328538,0.00014464388,0.000011424983],"study_design_candidate":"observational","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":[0.0015105043,0.0008116042,0.40070224,0.00007914998,0.000043774373,0.000061057865,0.050317593,0.08141125,0.45102048,0.00048247565,0.00835154,0.0052083437],"study_design_scores_gemma":[0.00023841465,0.00016152661,0.99058235,0.000033975783,0.000008023004,0.000017500472,0.0005906038,0.0042867376,0.0022823135,0.00025022635,0.0014070706,0.00014126021],"about_ca_topic_score_codex":0.43604252,"about_ca_topic_score_gemma":0.778552,"teacher_disagreement_score":0.5898801,"about_ca_system_score_codex":0.000352527,"about_ca_system_score_gemma":0.00008660526,"threshold_uncertainty_score":0.9997204},"labels":[],"label_agreement":null},{"id":"W2831908411","doi":"10.1139/cjb-2018-0065","title":"Contrasting root overwintering strategies of perennial wetland monocots","year":2018,"lang":"en","type":"article","venue":"Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Overwintering; Biology; Perennial plant; Evergreen; Temperate climate; Botany; Growing season; Deciduous; Herbaceous plant; Annual growth cycle of grapevines; Ecology; Nutrient; Ecosystem; Agronomy; Shoot","score_opus":0.008815594951694941,"score_gpt":0.2254024244920384,"score_spread":0.21658682954034347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2831908411","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":[0.94021004,0.000010156807,0.0022795822,0.000017981036,0.00017116961,0.00009330245,0.000010209882,0.00003042059,0.05717715],"genre_scores_gemma":[0.9993044,0.0000011498262,0.00035743605,0.0000061021738,0.000107102,0.0000031546747,5.19408e-7,0.000010893891,0.00020921968],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999234,0.000016970906,0.00020228876,0.00017791445,0.00015059538,0.00021822087],"domain_scores_gemma":[0.99966747,0.00002749616,0.000081664635,0.00015895789,0.0000086065,0.00005578629],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012354075,0.00009883166,0.00013888672,0.000014402867,0.000070099675,0.00003718392,0.00014631523,0.000038818638,0.0010098051],"category_scores_gemma":[0.000022036744,0.000089068264,0.000038818715,0.0000780985,0.00010887016,0.00018272483,0.00018192823,0.00005065731,0.00016780537],"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":[0.000121721605,0.0000797586,0.42441615,0.000043297332,0.000036526704,0.000016176371,0.0010734831,0.00037870556,0.561696,0.0007168717,0.0005697624,0.010851564],"study_design_scores_gemma":[0.0006745441,0.00030292012,0.951742,0.00009481081,0.000018360639,0.000036868365,0.00082618557,0.040154032,0.0027104937,0.0009784703,0.0021841147,0.0002772228],"about_ca_topic_score_codex":0.0006215941,"about_ca_topic_score_gemma":0.008277633,"teacher_disagreement_score":0.5589855,"about_ca_system_score_codex":0.000056526125,"about_ca_system_score_gemma":0.000008512588,"threshold_uncertainty_score":0.9999034},"labels":[],"label_agreement":null},{"id":"W2883876267","doi":"10.1016/j.dib.2018.07.037","title":"High resolution carbon stock and soil data for three salt marshes along the northeastern coast of North America","year":2018,"lang":"en","type":"article","venue":"Data in Brief","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada; Université de Moncton; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Resources Canada; Commission for Environmental Cooperation","keywords":"Marsh; Salt marsh; Soil carbon; Shapefile; Peat; Soil survey; Geology; Dominance (genetics); Wetland; Environmental science; Hydrology (agriculture); Oceanography; Physical geography; Geography; Soil science; Soil water; Ecology; Archaeology","score_opus":0.02517710131292222,"score_gpt":0.23696179889796357,"score_spread":0.21178469758504134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883876267","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":[0.99138504,0.000026631073,0.002118795,0.00018492748,0.00010934147,0.00037776353,0.005689759,0.000011233291,0.00009652329],"genre_scores_gemma":[0.996361,0.000018488336,0.000577875,0.00004758023,0.00007369062,0.00001065605,0.0028790343,0.0000134142,0.000018257415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988262,0.00003759955,0.0002575451,0.00044964012,0.00020378393,0.00022520642],"domain_scores_gemma":[0.9978829,0.00010383568,0.00013002136,0.0018316766,0.000008265317,0.000043278837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038166015,0.00010805456,0.00016148812,0.000018765219,0.00008807442,0.00002573437,0.0011115819,0.000029334084,0.000022933084],"category_scores_gemma":[0.000088823515,0.00008279282,0.000009521718,0.00015652437,0.00029776088,0.0002974201,0.0029219296,0.000068616275,0.000009154262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008731265,0.000043117838,0.95240283,0.000032879245,0.00001126388,0.0000015363046,0.00012605559,0.00030232483,0.000053452684,0.000006711892,0.0012735556,0.045658987],"study_design_scores_gemma":[0.0002834111,0.00009134245,0.67987895,0.00002497569,0.000017174267,0.0000055146406,0.000040172246,0.31251392,0.000004081538,0.000047329082,0.006989397,0.00010372476],"about_ca_topic_score_codex":0.083138786,"about_ca_topic_score_gemma":0.88975513,"teacher_disagreement_score":0.80661637,"about_ca_system_score_codex":0.000034340417,"about_ca_system_score_gemma":0.000012471276,"threshold_uncertainty_score":0.92296666},"labels":[],"label_agreement":null},{"id":"W2885464363","doi":"10.1002/eco.2030","title":"Response of herbaceous wetland plant species to changing precipitation regimes","year":2018,"lang":"en","type":"article","venue":"Ecohydrology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"General Electric (Canada); University of Toronto","funders":"University of Toronto; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Precipitation; Herbaceous plant; Wetland; Environmental science; Evapotranspiration; Forb; Water content; Agronomy; Plant community; Biomass (ecology); Ecology; Biology; Ecological succession; Grassland; Geography; Geology","score_opus":0.007613772464494217,"score_gpt":0.21052879010413805,"score_spread":0.20291501763964384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885464363","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":[0.98886627,0.000004847754,0.00052600965,0.000754178,0.0002889943,0.00017058893,0.000023151142,0.000029176634,0.009336778],"genre_scores_gemma":[0.99568313,0.0000023397079,0.0005017234,0.0001611258,0.000058463516,0.000010435916,0.000008291873,0.000010982344,0.0035635333],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990611,0.00010807692,0.00018759524,0.00022798614,0.00012048665,0.0002947598],"domain_scores_gemma":[0.99948734,0.00012785327,0.000081343635,0.00022463636,0.000008137708,0.0000706698],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004934081,0.00009275374,0.0001570268,0.00011232095,0.00007543001,0.0000075951116,0.00015939583,0.00006367879,0.001221962],"category_scores_gemma":[0.000099015066,0.00008626688,0.000028710389,0.00023650604,0.00011074235,0.000062963256,0.00022330457,0.0000403304,0.0010207971],"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":[0.007417847,0.0002466946,0.26426196,0.000056589695,0.000095089956,0.0000920297,0.028836658,0.022351956,0.65514106,0.0010071856,0.016647393,0.0038455368],"study_design_scores_gemma":[0.0022832444,0.006749509,0.5300624,0.00012671013,0.000066704255,0.0005018114,0.0005602533,0.12703247,0.072477736,0.0027861851,0.2560672,0.0012858057],"about_ca_topic_score_codex":0.000083277,"about_ca_topic_score_gemma":0.0017736893,"teacher_disagreement_score":0.58266336,"about_ca_system_score_codex":0.00007720969,"about_ca_system_score_gemma":0.000006284574,"threshold_uncertainty_score":0.99975705},"labels":[],"label_agreement":null},{"id":"W2890187819","doi":"10.1029/2018gb005941","title":"Blue Carbon Storage Capacity of Temperate Eelgrass (<scp><i>Zostera marina</i></scp>) Meadows","year":2018,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":225,"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 British Columbia; Université du Québec à Chicoutimi; University of Victoria","funders":"Åbo Akademi; Syddansk Universitet; Maj ja Tor Nesslingin Säätiö; Center for Hierarchical Manufacturing, National Science Foundation; National Science Foundation","keywords":"Zostera marina; Temperate climate; Environmental science; Seagrass; Blue carbon; Carbon fibers; Zostera; Ecology; Chemistry; Oceanography; Botany; Biology; Ecosystem; Geology; Materials science","score_opus":0.008325723279343363,"score_gpt":0.2072725410406108,"score_spread":0.19894681776126744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890187819","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":[0.97556806,0.000036028647,0.000036321504,0.000067800116,0.00025500372,0.00023859888,0.00062378193,0.00009462053,0.023079786],"genre_scores_gemma":[0.9990896,0.00000990231,0.00054456684,0.0000963848,0.000115446615,0.000011847572,0.000057448153,0.000016444212,0.000058369504],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99776995,0.00007713363,0.00044419305,0.00058575324,0.0005110945,0.0006118599],"domain_scores_gemma":[0.9988969,0.000068751084,0.00017893584,0.00052807527,0.000049317503,0.00027803905],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024186332,0.00031677348,0.0003896727,0.000028042443,0.00010095121,0.000058716145,0.0005296754,0.00024524814,0.00013229992],"category_scores_gemma":[0.00019399145,0.00029040093,0.00014577291,0.00045868754,0.0006024239,0.00016781763,0.00077077036,0.00016173201,0.00031828362],"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":[0.000046133904,0.00018631826,0.7118671,0.000062793275,0.000044974062,0.00001231073,0.00021239322,0.000054192198,0.28374016,0.00015765321,0.002454914,0.001161096],"study_design_scores_gemma":[0.001802331,0.00074900076,0.2737248,0.00020912856,0.00016140286,0.0001918412,0.00055451255,0.012382265,0.68642116,0.008351339,0.014564996,0.0008872465],"about_ca_topic_score_codex":0.0056222803,"about_ca_topic_score_gemma":0.0039746515,"teacher_disagreement_score":0.43814227,"about_ca_system_score_codex":0.00037089767,"about_ca_system_score_gemma":0.000016511958,"threshold_uncertainty_score":0.9999548},"labels":[],"label_agreement":null},{"id":"W2892738109","doi":"10.25073/2588-1094/vnuees.4261","title":"HEAVY METAL CONCENTRATIONS IN SEDIMENT CORES FROM DIFFERENT MANGROVE FORESTS IN DA LOC COMMUNE, HAU LOC DISTRICT, THANH HOA PROVINCE, VIETNAM","year":2018,"lang":"en","type":"article","venue":"VNU Journal of Science Earth and Environmental Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Silt; Mangrove; Sediment; Sedimentary depositional environment; Organic matter; Intertidal zone; Environmental science; Sedimentary rock; Geology; Hydrology (agriculture); Geochemistry; Oceanography; Ecology; Geomorphology; Structural basin","score_opus":0.008451533771862484,"score_gpt":0.2094617975180697,"score_spread":0.20101026374620723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892738109","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":[0.9978238,0.00024215959,0.00018157573,0.00026144422,0.00035085928,0.00028740737,0.000046685884,0.0000057970674,0.00080030155],"genre_scores_gemma":[0.9991035,0.00017383187,0.0005011872,0.00009018522,0.000057397254,0.000004679165,0.000005608014,0.000006496391,0.000057124107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969358,0.00009199729,0.0006333149,0.00049212354,0.0011920922,0.00065468193],"domain_scores_gemma":[0.9990142,0.00009478652,0.00033402402,0.00021304651,0.00000582418,0.00033814734],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011081863,0.00024094924,0.0003300501,0.00021476558,0.0005719292,0.00022206474,0.00083107245,0.00005475295,0.00040749324],"category_scores_gemma":[0.000036402012,0.00017493028,0.00006444834,0.00065865286,0.0058042374,0.0014138597,0.00056271564,0.0002388093,0.000038213606],"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":[0.00004805245,0.00024769522,0.9798383,0.0000031844286,0.000004179591,0.000025199066,0.00076096,0.0009035657,0.011964366,0.00004171938,0.000037854672,0.0061249197],"study_design_scores_gemma":[0.00071091723,0.00076734484,0.97107023,0.000077896446,0.0000105604795,0.000052704698,0.0023425913,0.020408107,0.0036066168,0.00038970672,0.00032303337,0.0002402995],"about_ca_topic_score_codex":0.0014721784,"about_ca_topic_score_gemma":0.026773905,"teacher_disagreement_score":0.025301727,"about_ca_system_score_codex":0.0003334093,"about_ca_system_score_gemma":0.000076763856,"threshold_uncertainty_score":0.9969014},"labels":[],"label_agreement":null},{"id":"W2893895203","doi":"10.3390/w10101350","title":"Paleoenvironmental Reconstructions Improve Ecosystem Services Risk Assessment: Case Studies from Two Coastal Lagoons in South America","year":2018,"lang":"en","type":"article","venue":"Water","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Ministry of the Environment, Conservation and Parks; University of Regina","funders":"Inter-American Institute for Global Change Research","keywords":"Ecosystem services; Ecosystem; Context (archaeology); Environmental resource management; Tributary; Ecosystem management; Risk assessment; Environmental science; Geography; Ecology; Biology","score_opus":0.00623496133584842,"score_gpt":0.23412797853163536,"score_spread":0.22789301719578695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893895203","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":[0.99586934,0.000011926139,0.00012820531,0.00005408983,0.00061396405,0.00031765772,0.0012546323,0.00005621578,0.0016939887],"genre_scores_gemma":[0.9980474,0.0000176869,0.0013578146,0.000047424404,0.00017727561,0.00004481295,0.000080112964,0.000028051612,0.00019940712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814016,0.00015076429,0.00041800493,0.0005823154,0.0002197081,0.00048903184],"domain_scores_gemma":[0.99926096,0.000046289722,0.00014685756,0.00041530165,0.0000078053135,0.00012277756],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019934839,0.00026057818,0.0003076175,0.000056184017,0.00033864778,0.00007495953,0.00019403448,0.00006402988,0.0018440498],"category_scores_gemma":[0.000004354942,0.00019374951,0.00007808067,0.000112037655,0.00025258146,0.0003777735,0.0006740389,0.0001977151,0.002068841],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026546586,0.00006668483,0.9811516,0.000021669497,0.000095030366,0.00034434063,0.00940718,0.0004720214,0.0038904222,0.0000016749746,0.00003476836,0.0044880975],"study_design_scores_gemma":[0.013209806,0.0018837507,0.43087402,0.0004887694,0.0009271141,0.0041941395,0.22661504,0.28100067,0.012557843,0.003940091,0.01896994,0.005338818],"about_ca_topic_score_codex":0.0072980206,"about_ca_topic_score_gemma":0.18706542,"teacher_disagreement_score":0.55027753,"about_ca_system_score_codex":0.00028268393,"about_ca_system_score_gemma":0.000004814733,"threshold_uncertainty_score":0.99931246},"labels":[],"label_agreement":null},{"id":"W2895054403","doi":"10.1007/s11356-018-3047-2","title":"Biomechanical response of a submerged, rosette-forming macrophyte to wave action in a eutrophic lake on the Yungui Plateau, China","year":2018,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Koninklijk Nederlands Instituut voor Onderzoek der Zee; University of British Columbia; National Natural Science Foundation of China","keywords":"Eutrophication; Macrophyte; Transect; Ecology; Habitat; Aquatic plant; Rosette (schizont appearance); Plateau (mathematics); Environmental science; Nutrient; Biology","score_opus":0.039083360332037444,"score_gpt":0.30669594352215196,"score_spread":0.2676125831901145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895054403","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":[0.9968963,0.000007450332,0.0000442855,0.0018262122,0.00009799038,0.00046924976,0.000039698753,0.00000784014,0.0006109246],"genre_scores_gemma":[0.99935013,0.000030935447,0.00007672304,0.00012384805,0.00003711976,0.000029668721,0.0000015647549,0.000008861897,0.00034112664],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9970787,0.0002931083,0.00024087916,0.00046731517,0.0013063537,0.00061365566],"domain_scores_gemma":[0.9993314,0.00007178313,0.000052775315,0.00033710402,0.0000067689557,0.00020015099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052721035,0.000122478,0.000118596654,0.00027403238,0.00065894495,0.000049608883,0.00034997732,0.00006189876,0.0008264028],"category_scores_gemma":[0.00024207115,0.00008822579,0.00002786356,0.0014154668,0.0015588276,0.00024001792,0.00072734186,0.00026563217,0.00044467422],"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":[0.0008103231,0.0001087507,0.006260892,0.000003786092,0.000002154073,0.000008474639,0.0009059739,0.00010732455,0.9786044,0.00011104755,0.00020702169,0.012869854],"study_design_scores_gemma":[0.00039641425,0.0012617661,0.9166659,0.00004828198,0.0000023887258,0.000030141784,0.0009987395,0.013917857,0.061993577,0.0002918553,0.0041851397,0.00020790797],"about_ca_topic_score_codex":0.0007012987,"about_ca_topic_score_gemma":0.0026277811,"teacher_disagreement_score":0.91661084,"about_ca_system_score_codex":0.0006621989,"about_ca_system_score_gemma":0.000032028456,"threshold_uncertainty_score":0.9048531},"labels":[],"label_agreement":null},{"id":"W2898963036","doi":"10.1016/j.geoderma.2018.10.032","title":"Identification of the alteration of riparian wetland on soil properties, enzyme activities and microbial communities following extreme flooding","year":2018,"lang":"en","type":"article","venue":"Geoderma","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Environmental science; Soil carbon; Wetland; Soil organic matter; Microbial population biology; Edaphic; Flooding (psychology); Ecosystem; Soil water; Ecology; Soil science; Geology; Biology","score_opus":0.01824073996595088,"score_gpt":0.19843729566856427,"score_spread":0.1801965557026134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898963036","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":[0.99859893,0.0000140219845,0.0002709549,0.00011954766,0.00018099685,0.00014925502,0.0000140745715,0.000009281659,0.00064292445],"genre_scores_gemma":[0.9996231,0.0000049060422,0.000017872759,0.000028077306,0.000031000898,0.0000056585586,0.000005517533,0.0000073782553,0.00027646136],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993546,0.00008153642,0.00020083724,0.00009581076,0.00015408361,0.000113147515],"domain_scores_gemma":[0.9995847,0.000025515676,0.00013623465,0.00022920157,0.000007753905,0.000016608863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021182527,0.000079774014,0.000109612105,0.000024889692,0.00022365301,0.000034461358,0.00014439078,0.00003474886,0.000032662807],"category_scores_gemma":[0.000010782358,0.00005890015,0.000037738046,0.00006697555,0.0001703386,0.00019662474,0.00017529578,0.000054995257,0.0000066312477],"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":[0.000036508147,0.000042642077,0.028090062,0.00004514356,0.000017468386,2.0370574e-7,0.0067914994,0.0009331719,0.96273816,0.000031968088,0.00019929695,0.0010738688],"study_design_scores_gemma":[0.0008240752,0.00014615073,0.070875406,0.0002995093,0.0000485758,0.000014813456,0.0035583791,0.10321936,0.8199384,0.00014840768,0.00064237165,0.0002845526],"about_ca_topic_score_codex":0.0012131315,"about_ca_topic_score_gemma":0.009523189,"teacher_disagreement_score":0.14279978,"about_ca_system_score_codex":0.00004098644,"about_ca_system_score_gemma":0.000007374846,"threshold_uncertainty_score":0.5314163},"labels":[],"label_agreement":null},{"id":"W2899036925","doi":"10.1007/s13157-018-1101-y","title":"Water Chemistry of Managed Freshwater Wetlands on Marine-Derived Soils in Coastal Bay of Fundy, Canada","year":2018,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Allison University; Ducks Unlimited Canada; Acadia University","funders":"Natural Sciences and Engineering Research Council of Canada; Acadia University","keywords":"Waterfowl; Wetland; Marsh; Bay; Habitat; Environmental science; Nutrient; Ecosystem; Dissolved organic carbon; Ecology; Salt marsh; Hydrology (agriculture); Fishery; Oceanography; Biology; Geology","score_opus":0.004964574013018554,"score_gpt":0.18211290148420098,"score_spread":0.17714832747118242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899036925","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":[0.95622814,7.3159583e-7,0.000022578322,0.00011106677,0.00013858847,0.0001235648,0.00010958595,0.000013662404,0.043252073],"genre_scores_gemma":[0.9969734,0.0000032800665,0.0000669959,0.000049688057,0.000055788565,0.000008815161,0.0001374098,0.000022314654,0.0026823275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983805,0.000035810473,0.00043331605,0.00032218033,0.00040005558,0.00042815678],"domain_scores_gemma":[0.99933165,0.000033710927,0.00010366597,0.00041010705,0.000016150772,0.00010473249],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023085542,0.00020530428,0.0003294101,0.00004221036,0.000048018603,0.000010992517,0.00031758207,0.000095169526,0.0051007117],"category_scores_gemma":[0.000014446772,0.00015106596,0.000057437042,0.0001430411,0.00014828883,0.00006951099,0.00048730487,0.00013526759,0.000057239118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022446574,0.00010191006,0.90043765,0.00011529826,0.000025608611,0.000036510624,0.00028076893,0.00041157292,0.09613818,0.0000056687313,0.0015369306,0.00068544724],"study_design_scores_gemma":[0.0027967107,0.00036851753,0.58920455,0.00013384418,0.00003090663,0.000026804571,0.00028808226,0.012717309,0.38326266,0.00021711815,0.010280621,0.0006728599],"about_ca_topic_score_codex":0.21745636,"about_ca_topic_score_gemma":0.9794774,"teacher_disagreement_score":0.76202106,"about_ca_system_score_codex":0.00014851196,"about_ca_system_score_gemma":0.000030877265,"threshold_uncertainty_score":0.9958088},"labels":[],"label_agreement":null},{"id":"W2899929669","doi":"10.1071/mf18145","title":"Why has Phragmites australis persisted in the increasingly saline Gippsland Lakes? A test of three competing hypotheses","year":2018,"lang":"en","type":"article","venue":"Marine and Freshwater Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Department of Environment and Conservation","funders":"","keywords":"Phragmites; Salinity; Saline water; Biology; Biomass (ecology); Estuary; Ecology; Soil salinity; Wetland","score_opus":0.0717602875915212,"score_gpt":0.2837772713112947,"score_spread":0.2120169837197735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899929669","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":[0.9874043,0.000012441747,0.000009976332,0.0014882194,0.000014113068,0.000248918,0.000042389274,0.00001069347,0.010768984],"genre_scores_gemma":[0.99909973,0.000008506705,0.0003195065,0.000078324076,0.00006968042,0.000013081591,0.000021848386,0.000012184488,0.00037712493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984357,0.00019017776,0.00023449137,0.0002604392,0.00046812982,0.00041108893],"domain_scores_gemma":[0.99901515,0.0005505063,0.000040834573,0.00029407037,0.000035172397,0.000064269676],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016664509,0.00011481001,0.00016845325,0.00010603396,0.0002375609,0.00014003263,0.000361293,0.000052656495,0.00115976],"category_scores_gemma":[0.00026952263,0.00007276515,0.000030251382,0.00042185074,0.000762453,0.000109935805,0.00079755986,0.00020062191,0.000043601143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000689208,0.00010425805,0.9905128,0.000036468933,0.0000067755063,0.000019966703,0.0009957219,0.0000054753077,0.0046890094,0.000014963094,0.0018242309,0.0017214271],"study_design_scores_gemma":[0.0012264494,0.00090739335,0.8909709,0.00013711053,0.000016485039,0.00010469899,0.0015972345,0.035063706,0.0012872822,0.0016614617,0.06671394,0.00031336662],"about_ca_topic_score_codex":0.05160677,"about_ca_topic_score_gemma":0.6952693,"teacher_disagreement_score":0.6436625,"about_ca_system_score_codex":0.00004168236,"about_ca_system_score_gemma":0.000008738058,"threshold_uncertainty_score":0.9997533},"labels":[],"label_agreement":null},{"id":"W2900155409","doi":"10.1139/gen-2018-0062","title":"DNA barcoding reveals insect diversity in the mangrove ecosystems of Hainan Island, China","year":2018,"lang":"en","type":"article","venue":"Genome","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"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":"Mangrove; DNA barcoding; Biology; Ecology; Threatened species; Biodiversity; Cytochrome c oxidase subunit I; Taxon; Species diversity; Mitochondrial DNA; Habitat","score_opus":0.014057944318264083,"score_gpt":0.2000685684859288,"score_spread":0.18601062416766473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900155409","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":[0.9777787,0.00001589519,0.00015942405,0.00006577201,0.00012279741,0.00024753984,0.000044446973,0.0000097823095,0.021555686],"genre_scores_gemma":[0.9994923,0.0000058840833,0.00003691897,0.000047097306,0.00006521702,0.000004203964,0.000006850586,0.000006666682,0.00033485144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999032,0.00009563933,0.0001991935,0.00020350516,0.0002259224,0.00024371348],"domain_scores_gemma":[0.9995203,0.000032786844,0.00009416749,0.0003119082,0.0000042682295,0.000036572543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070707384,0.000096965705,0.00015603803,0.000040286548,0.0001854215,0.000016522943,0.00044752684,0.000042007618,0.00054851215],"category_scores_gemma":[0.000017731023,0.000071317976,0.000047834495,0.00023069949,0.00007345776,0.00010074204,0.00066932745,0.00007480741,0.00029588776],"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":[0.000063926316,0.00010242291,0.94261146,0.00009954792,0.000019012037,0.00003393479,0.019447055,0.00023196725,0.035592288,0.00022848864,0.00061437336,0.00095551024],"study_design_scores_gemma":[0.00029989815,0.00013546727,0.99478054,0.000025838579,0.0000080618065,0.000019878637,0.0005291909,0.001309174,0.000077081175,0.0006093252,0.0020557786,0.00014979333],"about_ca_topic_score_codex":0.0031713997,"about_ca_topic_score_gemma":0.030180085,"teacher_disagreement_score":0.05216904,"about_ca_system_score_codex":0.00014129288,"about_ca_system_score_gemma":0.0000034787313,"threshold_uncertainty_score":0.9875166},"labels":[],"label_agreement":null},{"id":"W2900497483","doi":"10.1088/1748-9326/aaf0ec","title":"Drying drives decline in muskrat population in the Peace-Athabasca Delta, Canada","year":2018,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":33,"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":"Freeman Spogli Institute for International Studies, Stanford University; Parks Canada","keywords":"Habitat; Delta; Wetland; Ecology; Geography; Population decline; Population; Range (aeronautics); Abundance (ecology); River delta; Physical geography; Biology; Demography","score_opus":0.014840652885996506,"score_gpt":0.26423892192353005,"score_spread":0.24939826903753354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900497483","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":[0.9946102,0.000025577474,0.000036881556,0.0039482918,0.00008616363,0.00043041323,0.000015987986,0.0000067806454,0.0008396879],"genre_scores_gemma":[0.99838233,0.000021886211,0.000102002356,0.0011914418,0.000078097306,0.00004525079,0.00005809808,0.000019154924,0.00010173613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969178,0.00042931968,0.00029774822,0.0004196201,0.0012372301,0.00069831527],"domain_scores_gemma":[0.99925596,0.00022733625,0.00004538224,0.00037369606,0.0000011825618,0.00009643268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014806482,0.00015302195,0.00013123402,0.000103352344,0.00024714106,0.000056675868,0.000567014,0.000046940466,0.00085556647],"category_scores_gemma":[0.00007043686,0.00012518417,0.00003139887,0.00038489696,0.00029475053,0.00025316564,0.00061675237,0.00041561647,0.00026314578],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026171469,0.00006872903,0.98464155,0.0000044991684,0.0000023140663,0.00008506917,0.00083346973,0.0007092341,0.0076071564,0.0000058759338,0.00253458,0.0034813455],"study_design_scores_gemma":[0.00032894898,0.000050007195,0.9876292,0.000017284952,0.0000012729786,0.000009582635,0.0009866093,0.005620287,0.00017381554,0.00005994588,0.0049709496,0.00015211532],"about_ca_topic_score_codex":0.6707973,"about_ca_topic_score_gemma":0.9746352,"teacher_disagreement_score":0.30383787,"about_ca_system_score_codex":0.0019755147,"about_ca_system_score_gemma":0.0000171026,"threshold_uncertainty_score":0.9367853},"labels":[],"label_agreement":null},{"id":"W2900982889","doi":"10.7717/peerj.5659","title":"Greenhouse gas flux with reflooding of a drained salt marsh soil","year":2018,"lang":"en","type":"article","venue":"PeerJ","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; McGill University","funders":"","keywords":"Salt marsh; Marsh; Environmental science; Greenhouse gas; Wetland; Estuary; Hydrology (agriculture); Land reclamation; Blue carbon; Ecosystem; Carbon sequestration; Flooding (psychology); Ecology; Carbon dioxide; Geology","score_opus":0.007194490164843355,"score_gpt":0.2061861474626308,"score_spread":0.19899165729778745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900982889","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":[0.9553255,0.0000034457983,0.0005277221,0.0002007254,0.00007317275,0.00010926386,0.0000120771565,0.000055056335,0.043693032],"genre_scores_gemma":[0.99452597,0.0000017826828,0.0019900994,0.000047888385,0.000062341605,0.000005581449,0.0000069667176,0.000021055144,0.0033383444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999038,0.000022197277,0.00016923962,0.00023025648,0.00028943468,0.00025088928],"domain_scores_gemma":[0.99936503,0.000026377696,0.00008594448,0.0004241043,0.000014472773,0.00008407312],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020056877,0.00011025412,0.00015722432,0.00002842098,0.00007783677,0.000015726497,0.00026546523,0.000039389357,0.0012014981],"category_scores_gemma":[0.000042496264,0.00008790181,0.000034987857,0.00019881598,0.0001541938,0.00011412038,0.00029146796,0.000059440186,0.000640092],"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":[0.00072918803,0.0005578353,0.7587555,0.00025740784,0.00013462605,0.00009986451,0.007354733,0.0016113854,0.1608127,0.0007172099,0.027553018,0.041416492],"study_design_scores_gemma":[0.010557191,0.008285469,0.6144571,0.0008826095,0.00039900583,0.0006753557,0.0022192623,0.19788085,0.07808168,0.009329985,0.07350533,0.0037261916],"about_ca_topic_score_codex":0.0010766797,"about_ca_topic_score_gemma":0.016031502,"teacher_disagreement_score":0.19626947,"about_ca_system_score_codex":0.00008009187,"about_ca_system_score_gemma":0.000009581352,"threshold_uncertainty_score":0.9997115},"labels":[],"label_agreement":null},{"id":"W2901507667","doi":"10.1080/21664250.2018.1531814","title":"Modeling of nitrogen and phosphorus profiles in sediment of Osaka Bay, Japan with parameter optimization using the polynomial chaos expansion","year":2018,"lang":"en","type":"article","venue":"Coastal Engineering Journal","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Japan Society for the Promotion of Science","keywords":"Dimensionless quantity; Phosphorus; Sediment; Bay; Environmental science; Nitrogen; Soil science; Nutrient; Hydrology (agriculture); Oceanography; Geology; Chemistry; Physics; Thermodynamics; Geomorphology; Geotechnical engineering","score_opus":0.0071059451455829595,"score_gpt":0.19003439910047318,"score_spread":0.1829284539548902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901507667","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":[0.8415655,0.000028576385,0.15819089,0.000008858521,0.000063624786,0.000112432666,0.000004755411,0.000004682981,0.000020667294],"genre_scores_gemma":[0.98304945,0.00001376119,0.01687364,0.0000029419855,0.0000394537,0.0000020467883,0.0000012798577,0.000014578368,0.0000028464567],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923545,0.000016796132,0.00026630223,0.000109205146,0.00020138563,0.0001708864],"domain_scores_gemma":[0.9997168,0.000020067011,0.00009377821,0.00009679026,0.000018123148,0.000054435972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023470516,0.000104692655,0.00014569674,0.000055316115,0.000054903358,0.000019914218,0.00009391335,0.000035276662,0.000027817796],"category_scores_gemma":[0.000018589519,0.00007272734,0.000025356316,0.00013299323,0.00006195357,0.00014838128,0.00013158828,0.00010423147,3.2599561e-7],"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":[0.000057915837,0.000016709255,0.028342307,0.000012598102,0.000008951565,0.0000015507808,0.0004809432,0.9645566,0.005895719,0.0000012668328,0.0000011331174,0.00062430074],"study_design_scores_gemma":[0.00034408484,0.00013738462,0.0011586322,0.00012491847,0.000012526229,0.00011506702,0.00026809043,0.99563766,0.0021103171,0.0000053229037,0.0000027464578,0.00008325158],"about_ca_topic_score_codex":0.0002593992,"about_ca_topic_score_gemma":0.0001353902,"teacher_disagreement_score":0.14148395,"about_ca_system_score_codex":0.00006208465,"about_ca_system_score_gemma":0.000015804817,"threshold_uncertainty_score":0.2965735},"labels":[],"label_agreement":null},{"id":"W2901633011","doi":"10.1016/j.scitotenv.2018.11.318","title":"Pristine vs. human-altered Ebro Delta habitats display contrasting resilience to RSLR","year":2018,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Continental (Canada)","funders":"European Commission","keywords":"Delta; Wetland; Habitat; Environmental science; Marsh; River delta; Ecosystem; Land reclamation; Submersion (mathematics); Subsidence; Ecology; Flooding (psychology); Accretion (finance); Hydrology (agriculture); Geology; Geomorphology","score_opus":0.008443896819689357,"score_gpt":0.22575774875042892,"score_spread":0.21731385193073957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901633011","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":[0.9925755,0.0000068454633,0.0006732001,0.0010236277,0.00033975564,0.0006086326,0.000020597556,0.000020793983,0.0047310283],"genre_scores_gemma":[0.99701434,0.0000015655182,0.0007481984,0.00007756832,0.000081442566,0.000021200214,8.5765885e-7,0.000015211194,0.0020396193],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9971133,0.000083498715,0.00041854137,0.00058078585,0.0011549944,0.0006488625],"domain_scores_gemma":[0.9983351,0.00008146238,0.00024165849,0.0011273363,0.000010443143,0.00020399863],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014369729,0.00021940914,0.0002073115,0.000037375725,0.0011366962,0.00006361516,0.0018793088,0.000034656412,0.0005433434],"category_scores_gemma":[0.00019733363,0.00012755046,0.000083842606,0.00051617034,0.0032337625,0.00024255937,0.0026436907,0.00014946001,0.00062395737],"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":[0.00008958336,0.00017398478,0.0071239956,0.000014571744,0.000012726256,0.0000017997056,0.0019609667,0.06887597,0.91765714,0.00046013534,0.0009717456,0.002657378],"study_design_scores_gemma":[0.00052324624,0.00075747725,0.8719995,0.00012723771,0.000049882772,0.00006269665,0.00036020583,0.056843266,0.06717766,0.0010163166,0.0005316425,0.00055086677],"about_ca_topic_score_codex":0.00047238043,"about_ca_topic_score_gemma":0.00014159158,"teacher_disagreement_score":0.8648755,"about_ca_system_score_codex":0.00039375783,"about_ca_system_score_gemma":0.000022345479,"threshold_uncertainty_score":0.9994789},"labels":[],"label_agreement":null},{"id":"W2905441664","doi":"10.1038/s41561-018-0279-1","title":"Mangrove canopy height globally related to precipitation, temperature and cyclone frequency","year":2018,"lang":"en","type":"article","venue":"Nature Geoscience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":493,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Goddard Space Flight Center; Jet Propulsion Laboratory; U.S. Forest Service; Agence Nationale Des Parcs Nationaux; Comisión Nacional para el Conocimiento y Uso de la Biodiversidad, Gobierno de México; Universidade Federal do Pará; Centre National de la Recherche Scientifique; Universidad Nacional de Colombia; Escuela Superior Politécnica del Litoral; Louisiana State University; California Institute of Technology; U.S. Department of Agriculture; National Aeronautics and Space Administration","keywords":"Mangrove; Environmental science; Canopy; Carbon stock; Precipitation; Carbon cycle; Wetland; Ecosystem; Climatology; Atmospheric sciences; Climate change; Geography; Ecology; Geology; Meteorology; Oceanography","score_opus":0.0014734914150559815,"score_gpt":0.20907015917952762,"score_spread":0.20759666776447164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905441664","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":[0.98139966,0.000112769085,0.00014196055,0.0017460168,0.0007964475,0.00034435798,0.00004792687,0.00007493026,0.01533594],"genre_scores_gemma":[0.9900669,0.000012458072,0.0054457136,0.0011783808,0.000062487416,0.00001132692,0.000010293771,0.000012159293,0.0032002658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810565,0.00003953809,0.00021510146,0.00066091213,0.0005440438,0.00043477686],"domain_scores_gemma":[0.9992261,0.000034566314,0.000071277216,0.00035553347,0.000048522998,0.00026402916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036345035,0.00018846223,0.00014435327,0.0000590782,0.00034763874,0.00012019058,0.00049685827,0.0002707757,0.000512014],"category_scores_gemma":[0.00020336684,0.00015652807,0.00002807281,0.0010238135,0.00028039407,0.00038758165,0.00037060227,0.00032389764,0.0006768351],"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":[0.00008403809,0.00016314986,0.7518957,0.000042426498,0.000025358258,0.0000742093,0.004910818,0.00017863823,0.1985494,0.009661638,0.02623602,0.00817855],"study_design_scores_gemma":[0.000353044,0.00035878678,0.97410953,0.000065536566,0.000013495234,0.00013216438,0.00014009609,0.001522463,0.0006409086,0.005736316,0.01638652,0.00054115645],"about_ca_topic_score_codex":0.0004921604,"about_ca_topic_score_gemma":0.006191151,"teacher_disagreement_score":0.22221376,"about_ca_system_score_codex":0.000201577,"about_ca_system_score_gemma":0.000029286111,"threshold_uncertainty_score":0.86995715},"labels":[],"label_agreement":null},{"id":"W2907078468","doi":"10.1002/lno.11090","title":"Carbon outwelling and outgassing vs. burial in an estuarine tidal creek surrounded by mangrove and saltmarsh wetlands","year":2019,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":202,"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 Regina","funders":"Australian Research Council","keywords":"Dissolved organic carbon; Alkalinity; Soil water; Environmental chemistry; Total organic carbon; Environmental science; Carbon dioxide; Surface water; Salt marsh; Methane; Estuary; Total inorganic carbon; Carbon fibers; Carbon cycle; Wetland; Carbon sequestration; Soil carbon; Hydrology (agriculture); Chemistry; Oceanography; Soil science; Geology; Ecosystem; Ecology; Environmental engineering","score_opus":0.0033200436902038003,"score_gpt":0.18614308999545884,"score_spread":0.18282304630525503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907078468","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":[0.99825567,0.00016468338,0.0000203809,0.00011464531,0.00019869122,0.00019021868,0.00000767177,0.000034743523,0.0010133226],"genre_scores_gemma":[0.999442,0.00014885972,0.0001449806,0.00008232532,0.000028322382,0.0000030349838,0.000024458945,0.000015081873,0.00011095075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987943,0.00007341011,0.00021676999,0.00046766264,0.00010291823,0.000344937],"domain_scores_gemma":[0.9995736,0.000069886075,0.00006732961,0.00017112776,0.0000037507536,0.00011434239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023610827,0.0001753826,0.00027353482,0.000107901775,0.00009504575,0.00007569667,0.00009182103,0.00018074716,0.00003169894],"category_scores_gemma":[0.0000067472624,0.00017667741,0.000025472926,0.00016807788,0.00022001125,0.00021243333,0.00020526437,0.00020253644,0.000003836443],"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":[0.000109733475,0.000039681854,0.99699223,0.00002327608,0.000010869476,0.0000087133885,0.0003601008,0.000012790777,0.0007951756,0.000036421963,0.00001640892,0.0015946202],"study_design_scores_gemma":[0.00168534,0.00052933727,0.98337424,0.00002740894,0.000022058299,0.00004420519,0.0003883756,0.012295826,0.000039082825,0.0009075157,0.00037429854,0.00031230084],"about_ca_topic_score_codex":0.0011837073,"about_ca_topic_score_gemma":0.011798133,"teacher_disagreement_score":0.013617957,"about_ca_system_score_codex":0.000018462517,"about_ca_system_score_gemma":0.000003392133,"threshold_uncertainty_score":0.72046953},"labels":[],"label_agreement":null},{"id":"W2907467846","doi":"10.1016/j.scitotenv.2018.12.394","title":"Farm ponds in southern China: Challenges and solutions for conserving a neglected wetland ecosystem","year":2018,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":132,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences; Natural Science Foundation of Jiangsu Province","keywords":"Wetland; Environmental resource management; Ecosystem services; Environmental planning; Ecosystem; Geography; Wildlife; Business; Environmental science; Environmental protection; Ecology","score_opus":0.012461671220378534,"score_gpt":0.19858388041900332,"score_spread":0.1861222091986248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907467846","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":[0.9959341,0.000112812624,0.00008057514,0.0012243484,0.00012576376,0.0005530899,0.000031828517,0.000010971971,0.0019264554],"genre_scores_gemma":[0.9993333,0.00005120464,0.000114561226,0.000008767585,0.00002546953,0.000033638942,4.6094635e-7,0.000010101029,0.00042245325],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985617,0.00006750995,0.00023453061,0.0003347802,0.00035781242,0.00044366636],"domain_scores_gemma":[0.99924284,0.00006421891,0.00013434728,0.00048816312,0.0000042502024,0.00006616528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092268275,0.00013482555,0.00015145435,0.000037326958,0.00053401635,0.000025106652,0.00059738307,0.00003679672,0.0000839582],"category_scores_gemma":[0.00005016489,0.000079028854,0.000049855596,0.00019565025,0.0011936952,0.00010165602,0.001202232,0.00008115296,0.000046185633],"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":[0.0002537807,0.0005345043,0.0037966855,0.00018783574,0.000064439024,0.0000026600821,0.044600233,0.062768795,0.8616978,0.0030161152,0.00009800515,0.022979166],"study_design_scores_gemma":[0.0016236319,0.00061230315,0.47832042,0.0002086328,0.00007378416,0.00016206747,0.006634933,0.5005718,0.0050860066,0.0057530906,0.00031811645,0.00063525134],"about_ca_topic_score_codex":0.0003110779,"about_ca_topic_score_gemma":0.0017655343,"teacher_disagreement_score":0.8566118,"about_ca_system_score_codex":0.00020985822,"about_ca_system_score_gemma":0.000016712724,"threshold_uncertainty_score":0.43982196},"labels":[],"label_agreement":null},{"id":"W2909221253","doi":"10.4095/215805","title":"Tidal marshes of the Fraser River estuary: composition, structure, and a history of marsh creation efforts to 1997","year":2004,"lang":"en","type":"report","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Natural Resources Canada","funders":"","keywords":"Marsh; Estuary; Salt marsh; Oceanography; Composition (language); Hydrology (agriculture); Geography; Environmental science; Geology; Ecology; Wetland; Biology","score_opus":0.006772013684828173,"score_gpt":0.2028468778229841,"score_spread":0.19607486413815595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909221253","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":[0.93988496,0.00014731436,0.00017746781,0.000040859857,0.00065951556,0.00068615255,0.00034727494,0.00001745599,0.058039013],"genre_scores_gemma":[0.9918495,0.00005199903,0.00069468375,0.000043220178,0.000028938386,0.000007258395,0.00012423201,0.000022152071,0.007178037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984347,0.000032365366,0.00040116656,0.00029952778,0.0006877739,0.00014443511],"domain_scores_gemma":[0.99916565,0.000028301374,0.00032840294,0.00037192044,0.00003430485,0.00007143353],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017100289,0.0002004587,0.00034439497,0.000052644842,0.00003597936,0.000005873838,0.00019386964,0.00017038018,0.0011515549],"category_scores_gemma":[0.00001892837,0.00014272566,0.000090671405,0.00010465681,0.00022131384,0.00007331408,0.0003853387,0.000117728596,0.000008570104],"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":[0.00012853352,0.00024252251,0.8586505,0.0014483979,0.00019040308,0.00001934679,0.0015342572,0.008463378,0.003101045,0.00021238883,0.11645233,0.009556897],"study_design_scores_gemma":[0.0005168119,0.00016665563,0.9014757,0.0005958023,0.00021163431,0.00006894783,0.00003846188,0.0005395312,0.0006714903,0.0010536986,0.09413369,0.0005275717],"about_ca_topic_score_codex":0.012296077,"about_ca_topic_score_gemma":0.008453555,"teacher_disagreement_score":0.051964533,"about_ca_system_score_codex":0.0016199816,"about_ca_system_score_gemma":0.00015891086,"threshold_uncertainty_score":0.9997615},"labels":[],"label_agreement":null},{"id":"W2909561743","doi":"10.1002/lno.11116","title":"Benthic microalgae offset the sediment carbon dioxide emission in subtropical mangrove in cold seasons","year":2019,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Key Research and Development Program of China; Natural Science Foundation of Fujian Province; National Natural Science Foundation of China","keywords":"Benthic zone; Mangrove; Sediment; Environmental science; Oceanography; Sink (geography); Intertidal zone; Carbon dioxide; Estuary; Ecology; Geology; Biology","score_opus":0.0030496008490077196,"score_gpt":0.1797748195782225,"score_spread":0.1767252187292148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909561743","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":[0.99642515,0.0002185129,0.000003037352,0.0010418263,0.00014780507,0.00030421838,0.0000056068957,0.000015960974,0.0018378515],"genre_scores_gemma":[0.9994317,0.00009775001,0.00002825395,0.00021363617,0.0000097867405,0.000010236601,0.000006649276,0.0000074788672,0.00019448283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901354,0.0001028168,0.00016669762,0.0002978927,0.00011022916,0.00030879318],"domain_scores_gemma":[0.99960166,0.000073366784,0.000046005105,0.00021996409,0.000002013593,0.000056981196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019054548,0.00012550078,0.00016719397,0.00009196774,0.000045936435,0.000009718644,0.00016399242,0.00015295105,0.00008103781],"category_scores_gemma":[0.000007104677,0.000091542526,0.000045548797,0.0003165852,0.00013212698,0.000052575942,0.0002364506,0.0002748421,0.000028430895],"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":[0.000052299827,0.00005276827,0.9958075,0.000011040535,0.0000060687,0.000010370163,0.00022944449,0.00004767201,0.0033157347,0.00013619386,0.000103052575,0.00022783478],"study_design_scores_gemma":[0.00067313964,0.00009585519,0.99355674,0.000033957906,0.000006998845,0.000011294437,0.00023356517,0.0028525845,0.0006029625,0.00025288356,0.0015508932,0.00012915414],"about_ca_topic_score_codex":0.0002906649,"about_ca_topic_score_gemma":0.0031527334,"teacher_disagreement_score":0.003006545,"about_ca_system_score_codex":0.000049417573,"about_ca_system_score_gemma":0.000005161766,"threshold_uncertainty_score":0.3732996},"labels":[],"label_agreement":null},{"id":"W2911694950","doi":"10.5539/jms.v9n1p1","title":"Mangrove Spatial Distribution in the Indian Sundarbans: Predicting Salinity-Induced Migration in a Changing Climate","year":2019,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":12,"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":"World Bank Group","keywords":"Mangrove; Livelihood; Salinity; Wetland; Soil salinity; Climate change; Environmental science; Geography; Ecosystem services; Distribution (mathematics); Ecology; Ecosystem; Environmental resource management; Agroforestry; Biology; Agriculture","score_opus":0.0036550430304647203,"score_gpt":0.2095815174337166,"score_spread":0.2059264744032519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911694950","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":[0.99792415,0.000008375762,0.00040366573,0.00066399225,0.00008351396,0.0005182611,0.0000030442056,0.0000034116408,0.00039158904],"genre_scores_gemma":[0.9998721,0.000023416598,0.00001584712,0.000027270095,0.000022677596,0.0000060783937,0.000006506818,0.000003346768,0.000022792203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880666,0.00017083301,0.000364413,0.00013242492,0.00025272366,0.00027295397],"domain_scores_gemma":[0.9995929,0.00006391847,0.00017665474,0.00012364807,0.000014871377,0.000028014614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003272382,0.000080871345,0.00013472495,0.00012337435,0.00007117492,0.000059210928,0.00013233653,0.000039710347,0.0000227735],"category_scores_gemma":[0.00007175424,0.000059477625,0.000038870512,0.00035419918,0.000020720281,0.00032107785,0.00017711523,0.00019139537,0.0000023721993],"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":[0.000072544724,0.00006743267,0.988393,0.00015801734,0.000003922446,0.00004172848,0.002966648,0.0006097494,0.0000037297484,0.00012164043,0.000007216724,0.007554358],"study_design_scores_gemma":[0.00055401115,0.00011514107,0.9641631,0.000043658445,0.000009404335,0.000009092813,0.023362136,0.010415919,0.0000025769186,0.001003467,0.00025507278,0.00006638885],"about_ca_topic_score_codex":0.00069350365,"about_ca_topic_score_gemma":0.0069984095,"teacher_disagreement_score":0.02422988,"about_ca_system_score_codex":0.0005350034,"about_ca_system_score_gemma":0.000010183055,"threshold_uncertainty_score":0.3905277},"labels":[],"label_agreement":null},{"id":"W2911917281","doi":"10.1007/978-3-030-00680-8_17","title":"Dynamics of the Sundarbans Forested Islands in the Context of Erosion-Accretion and Sea Level Rise","year":2019,"lang":"en","type":"book-chapter","venue":"Coastal research library","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre; Department for International Development; Government of the United Kingdom","keywords":"Mangrove; Tide gauge; Geography; Coastal erosion; Erosion; Context (archaeology); Accretion (finance); Sea level; Physical geography; Geology; Oceanography; Ecology; Geomorphology","score_opus":0.03389142763985539,"score_gpt":0.2579644073693073,"score_spread":0.22407297972945192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911917281","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":[0.37759152,0.00027062776,0.00007812693,0.0016727132,0.00022155432,0.0025792122,0.005669942,0.000023072853,0.61189324],"genre_scores_gemma":[0.89068365,0.0002576958,0.000021261225,0.000031441807,0.000021580274,0.000011168596,0.00026737494,0.000048333586,0.1086575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974639,0.00022670168,0.00046373758,0.00037040832,0.0011183234,0.00035695452],"domain_scores_gemma":[0.9982966,0.00064823224,0.00021714535,0.0007352542,0.000025842051,0.00007688748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008478836,0.00023286532,0.00036469745,0.00014201703,0.00011697474,0.00006307613,0.0009357576,0.00025944563,0.0005529393],"category_scores_gemma":[0.00008971263,0.00014374455,0.0001297301,0.00021838784,0.0009412287,0.0003454303,0.0023659156,0.00080275984,0.000037881335],"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":[0.0012968032,0.0002986992,0.8286611,0.0016608463,0.000106355204,0.000074473195,0.004593038,0.000157087,0.0013631973,0.10517767,0.024619011,0.031991757],"study_design_scores_gemma":[0.004364004,0.0022696378,0.7276295,0.004627262,0.00010071054,0.00013538139,0.006272849,0.079181455,0.0006440222,0.10643237,0.066634364,0.0017084397],"about_ca_topic_score_codex":0.0010472961,"about_ca_topic_score_gemma":0.019353978,"teacher_disagreement_score":0.5130921,"about_ca_system_score_codex":0.000097947224,"about_ca_system_score_gemma":0.00017060724,"threshold_uncertainty_score":0.9985403},"labels":[],"label_agreement":null},{"id":"W2913453323","doi":"10.1007/978-3-319-99194-8_12","title":"Shorebirds as Integrators and Indicators of Mudflat Ecology","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; University of Alberta","funders":"","keywords":"Foraging; Intertidal zone; Ecology; Intertidal ecology; Habitat; Ecosystem; Geography; Biology","score_opus":0.0038258609342250124,"score_gpt":0.19208938678304113,"score_spread":0.18826352584881612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913453323","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17372693,0.000016562772,0.000021906197,0.00002784841,0.00018787017,0.00019920504,0.000028365974,0.000030929074,0.82576036],"genre_scores_gemma":[0.541554,0.000102254184,0.000248827,0.00010490466,0.000050881852,0.000004316959,0.000022346954,0.000054040036,0.4578584],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880284,0.000011368602,0.00034616972,0.00040392918,0.00023270545,0.00020298926],"domain_scores_gemma":[0.9992762,0.000048694616,0.00020765596,0.00031839925,0.0000069538896,0.00014208345],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016600556,0.00026837384,0.00038754233,0.00013449592,0.000043483546,0.000011332184,0.00024028528,0.00040408553,0.039396856],"category_scores_gemma":[0.000016823018,0.00021569883,0.0000792124,0.000041263043,0.000514762,0.00006047251,0.00062732503,0.00018729827,0.0018170887],"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":[0.00022708319,0.00018464135,0.5893067,0.00046320225,0.000680133,0.00014945654,0.0027321647,0.00002072191,0.00038045415,0.2115813,0.08678303,0.10749111],"study_design_scores_gemma":[0.00090355065,0.002164632,0.03105456,0.00030044475,0.00029777063,0.0001914187,0.00037712735,0.0008184142,0.0004533771,0.09591865,0.8653543,0.00216576],"about_ca_topic_score_codex":0.00022845676,"about_ca_topic_score_gemma":0.007057629,"teacher_disagreement_score":0.77857125,"about_ca_system_score_codex":0.00014624342,"about_ca_system_score_gemma":0.000019938998,"threshold_uncertainty_score":0.99896014},"labels":[],"label_agreement":null},{"id":"W2913821876","doi":"10.1080/07011784.2018.1558115","title":"The effect of freeze-thaw cycles on phosphorus release from riparian macrophytes in cold regions","year":2019,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; University of Winnipeg; Global Institute for Water Security; University of Saskatchewan","funders":"Baosteel-Australia Joint Research and Development Centre","keywords":"Phragmites; Macrophyte; Wetland; Riparian zone; Eutrophication; Nutrient; Typha; Environmental science; Ecology; Phosphorus; Ecosystem; Biology; Agronomy; Habitat; Chemistry","score_opus":0.0035582774595508595,"score_gpt":0.16678784080394465,"score_spread":0.16322956334439379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913821876","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":[0.9937023,0.0006834989,0.0000022327054,0.00051674416,0.00033420502,0.0005032053,0.00017830946,0.000023190249,0.004056317],"genre_scores_gemma":[0.9978935,0.0003145324,0.000029224791,0.00010825849,0.00014280798,0.000025608351,0.00002151162,0.00007105946,0.0013934943],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662066,0.000489801,0.000716864,0.0005370985,0.00026086275,0.0013747213],"domain_scores_gemma":[0.99729705,0.0004430892,0.00029673256,0.0007606965,0.000031021602,0.0011713938],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009225527,0.0004235491,0.00058467797,0.00030061742,0.0006950973,0.00027620618,0.0011105613,0.00019882893,0.00037609375],"category_scores_gemma":[0.00016430012,0.00027965408,0.00022564456,0.00034556375,0.00047365084,0.00022482022,0.00013699739,0.00066690723,0.00018327446],"study_design_candidate":"observational","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":[0.00047465283,0.00002758184,0.9031852,0.00008636202,0.00012601764,0.0010765404,0.06917156,0.013598927,0.0043123625,0.000011231703,0.00020848805,0.0077210823],"study_design_scores_gemma":[0.0017444903,0.0016278204,0.11952347,0.0013444511,0.00008781401,0.00042558293,0.0012095796,0.0032826036,0.017154103,0.0015641587,0.8509727,0.0010632094],"about_ca_topic_score_codex":0.78328145,"about_ca_topic_score_gemma":0.9771587,"teacher_disagreement_score":0.8507642,"about_ca_system_score_codex":0.0013816798,"about_ca_system_score_gemma":0.000007728922,"threshold_uncertainty_score":0.99996555},"labels":[],"label_agreement":null},{"id":"W2918147223","doi":"10.4000/vertigo.20531","title":"Processus morphodynamiques et sédimentaires dans les mangroves en érosion de Mayotte, océan Indien","year":2018,"lang":"fr","type":"article","venue":"VertigO","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Mangrove; Forestry; Geography; Humanities; Ecology; Art; Biology","score_opus":0.007336127749951261,"score_gpt":0.2421654718785668,"score_spread":0.23482934412861553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918147223","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":[0.9697974,0.0004970943,0.009540243,0.0016723098,0.0007510775,0.000403361,0.00014429487,0.0001299892,0.017064238],"genre_scores_gemma":[0.9851339,0.0003481164,0.0057659633,0.0003530048,0.00023315559,0.000035720997,0.000052350693,0.00005864965,0.008019154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975973,0.00025868393,0.00037262708,0.00058599736,0.00039688885,0.0007885547],"domain_scores_gemma":[0.9990601,0.00009434989,0.00014764712,0.0004106563,0.00002066373,0.00026658803],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041425007,0.00035641663,0.0002635458,0.00007633912,0.0003613025,0.00013493175,0.00054548465,0.0002657534,0.0013421648],"category_scores_gemma":[0.000061237886,0.00034762183,0.00010421692,0.00028489446,0.0005078114,0.00059802324,0.00069959805,0.00025079618,0.0012370287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114222574,0.000361886,0.89916587,0.0002842857,0.000054443895,0.00007745569,0.014455745,0.00039957793,0.04886016,0.0021143765,0.0060666767,0.028045325],"study_design_scores_gemma":[0.0008490823,0.0010577074,0.82065874,0.00072919385,0.00013193022,0.00020135625,0.0035954947,0.07996833,0.019959565,0.0037835818,0.06802856,0.001036445],"about_ca_topic_score_codex":0.012321544,"about_ca_topic_score_gemma":0.04988678,"teacher_disagreement_score":0.07956876,"about_ca_system_score_codex":0.0009575575,"about_ca_system_score_gemma":0.000049577364,"threshold_uncertainty_score":0.9998976},"labels":[],"label_agreement":null},{"id":"W2922868773","doi":"10.1101/583021","title":"Population genomics of the facultatively asexual duckweed <i>Spirodela polyrhiza</i>","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Raven Telemetry (Canada); University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Selfing; Genetic diversity; Population; Negative selection; Effective population size; Nonsynonymous substitution; Linkage disequilibrium; Evolutionary biology; Population genomics; Genetic drift; Natural selection; Genome; Ecology; Genetic variation; Genomics; Genetics; Allele; Gene; Haplotype","score_opus":0.008797366519791521,"score_gpt":0.193913873184619,"score_spread":0.18511650666482748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922868773","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":[0.9959396,0.000081355756,0.00096971734,0.000098706645,0.0009982708,0.0010040818,0.0007395316,0.000101254984,0.000067462526],"genre_scores_gemma":[0.9984358,0.000025536665,0.0011619615,0.000094332,0.0001022107,0.000042130752,0.000001201907,0.000099590674,0.000037248054],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99725306,0.00016426369,0.00067276286,0.00085323094,0.0005930992,0.0004635537],"domain_scores_gemma":[0.9977699,0.00006002876,0.00083127856,0.0011275755,0.00006620111,0.00014500816],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004977459,0.00048569727,0.00056035357,0.00007446109,0.00015069905,0.00008532367,0.0009678291,0.0004142693,0.00011349651],"category_scores_gemma":[0.000116550305,0.0004153077,0.00020372846,0.00042286125,0.00013195122,0.00016743751,0.0019477524,0.00055931555,0.00023463214],"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":[0.000037817375,0.00014399209,0.41993573,0.0003707473,0.00009358186,0.0000044150224,0.000053690055,0.023348061,0.5555579,0.00012372968,0.00032460966,0.0000056956387],"study_design_scores_gemma":[0.00038305714,0.000036610196,0.9613697,0.00016089875,0.00009318645,2.1944699e-8,0.000007564447,0.012586351,0.02343441,0.00000623013,0.001264888,0.00065711926],"about_ca_topic_score_codex":0.0015224572,"about_ca_topic_score_gemma":0.0001377454,"teacher_disagreement_score":0.54143393,"about_ca_system_score_codex":0.0007715593,"about_ca_system_score_gemma":0.00013432291,"threshold_uncertainty_score":0.9998299},"labels":[],"label_agreement":null},{"id":"W2922956639","doi":"10.1007/s10661-019-7358-7","title":"Urban effects in the sediment of an Intermittently Closed and Open Lagoon (ICOLL) in southeastern Brazil—a high-resolution study","year":2019,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Waterloo","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Sediment; Eutrophication; Environmental science; Watershed; Deforestation (computer science); Organic matter; Hydrology (agriculture); Trace metal; Geology; Nutrient; Ecology; Geomorphology","score_opus":0.006640449957222677,"score_gpt":0.255189102026102,"score_spread":0.24854865206887933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922956639","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":[0.9979284,0.000027228147,0.000008967409,0.000041895986,0.00018689812,0.0014847786,0.000008056809,0.000005728839,0.00030804885],"genre_scores_gemma":[0.9995262,0.000009304884,0.00023045493,0.000011038521,0.000023270799,0.00008850928,0.0000074778363,0.000013963773,0.00008980643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848354,0.00025679675,0.00028921544,0.0004036184,0.00033757437,0.00022925259],"domain_scores_gemma":[0.9994795,0.00006738774,0.00010221081,0.00028727876,5.283334e-7,0.000063148414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061335915,0.0001764723,0.00025106224,0.00004753711,0.00006706142,0.00007625964,0.00029977685,0.000044162927,0.000029610623],"category_scores_gemma":[0.0000018834883,0.00013867028,0.00001830399,0.00008572296,0.000050480437,0.0003018863,0.0007331741,0.00017760368,0.0000131764855],"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":[0.00004028536,0.0007859868,0.9854324,0.000020966998,0.000008653871,0.000016985558,0.0018762229,0.0003242385,0.00521443,0.000008867243,0.0000016840166,0.0062692733],"study_design_scores_gemma":[0.001974004,0.0008581242,0.9865169,0.0000691855,0.000012793032,0.0000051678385,0.0067916643,0.003369926,0.00018572723,0.00003660365,0.000032202966,0.00014772214],"about_ca_topic_score_codex":0.0016670557,"about_ca_topic_score_gemma":0.0003929411,"teacher_disagreement_score":0.006121551,"about_ca_system_score_codex":0.00021905663,"about_ca_system_score_gemma":0.000003953298,"threshold_uncertainty_score":0.56548095},"labels":[],"label_agreement":null},{"id":"W2928706268","doi":"10.3390/rs11060728","title":"Identifying Mangrove Deforestation Hotspots in South Asia, Southeast Asia and Asia-Pacific","year":2019,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Government of the United Kingdom","keywords":"Mangrove; Geography; Subtropics; Tropics; Hotspot (geology); Deforestation (computer science); Biodiversity hotspot; Tropical Asia; Biodiversity; Southeast asia; Agroforestry; Environmental protection; Environmental science; Ecology; Biology","score_opus":0.00808663119672925,"score_gpt":0.2076933562080837,"score_spread":0.19960672501135446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928706268","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":[0.97550905,0.000017959539,0.0033307855,0.000070030364,0.00019679301,0.00031417506,0.0000052923733,0.000045319266,0.020510599],"genre_scores_gemma":[0.99574256,0.000004326896,0.0034212305,0.000008439682,0.000026690866,2.8606904e-8,0.000010516355,0.00003080669,0.0007554246],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985924,0.00006825838,0.0002665212,0.00042330808,0.00027887351,0.00037064077],"domain_scores_gemma":[0.9994791,0.000035390825,0.00011937972,0.00026582155,0.0000069408184,0.00009332777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031321667,0.00017515101,0.00020230196,0.00010948001,0.00008806334,0.000104552884,0.00007731059,0.00009126665,0.00005068498],"category_scores_gemma":[0.000025424062,0.00017799767,0.000044414253,0.0002648384,0.000046319707,0.0002404028,0.00016700794,0.00016532063,0.00067372405],"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":[0.0002368945,0.000055548036,0.38888836,0.00039463004,0.0000450237,0.000327942,0.022966867,0.009920154,0.07567172,0.00022876846,0.00006482643,0.50119925],"study_design_scores_gemma":[0.0005683157,0.00003775479,0.3000397,0.00024311322,0.00001462804,0.00015759694,0.013069036,0.68436944,0.00015230529,0.0008664674,0.000119496275,0.00036211044],"about_ca_topic_score_codex":0.0005929186,"about_ca_topic_score_gemma":0.0022494874,"teacher_disagreement_score":0.6744493,"about_ca_system_score_codex":0.00020448069,"about_ca_system_score_gemma":0.000008114833,"threshold_uncertainty_score":0.8659584},"labels":[],"label_agreement":null},{"id":"W2928903040","doi":"10.1007/s10661-019-7407-2","title":"Diurnal and seasonal patterns of soil CO2 efflux from the Pichavaram mangroves, India","year":2019,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Earth Sciences; Multiple Sclerosis Scientific Research Foundation","keywords":"Mangrove; Ecotoxicology; Seasonality; Environmental science; Ecology; Geography; Biology","score_opus":0.003980263547413769,"score_gpt":0.20374167042341162,"score_spread":0.19976140687599786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928903040","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":[0.99851525,0.000116455856,0.000040007493,0.00006829159,0.0002590722,0.00018996811,0.00012866559,0.000009997624,0.0006722762],"genre_scores_gemma":[0.9990314,0.00022571575,0.00027986942,0.000014605973,0.000091139336,0.000012333935,0.000026779959,0.000015726357,0.00030237524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887836,0.00005151617,0.00019434001,0.00030270705,0.0003607689,0.00021230696],"domain_scores_gemma":[0.99946433,0.00011390461,0.000105420404,0.00021511194,5.429379e-7,0.000100709054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014740905,0.00016642753,0.00016908006,0.000010709908,0.00011460002,0.00004550451,0.00014224174,0.00005319356,0.00046186935],"category_scores_gemma":[0.0000014577907,0.00012554576,0.000033991346,0.00002461643,0.000079963706,0.00013169413,0.0004951643,0.00019364203,0.00004798533],"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":[0.0000065389104,0.00005888857,0.98659,0.00001130347,0.00002380214,0.0000025514244,0.00015738947,0.00013824247,0.0067915916,0.000012152648,0.000010121704,0.006197367],"study_design_scores_gemma":[0.00046320338,0.00009735967,0.99589556,0.00004935869,0.000020814285,0.000008231092,0.00071598205,0.0010530981,0.0007368166,0.000049175844,0.0007671552,0.00014322193],"about_ca_topic_score_codex":0.0008659494,"about_ca_topic_score_gemma":0.000027785898,"teacher_disagreement_score":0.009305532,"about_ca_system_score_codex":0.00014536626,"about_ca_system_score_gemma":0.00000434447,"threshold_uncertainty_score":0.51196074},"labels":[],"label_agreement":null},{"id":"W2942551441","doi":"","title":"Building an expert judgment-based model of mangrove fisheries","year":2015,"lang":"en","type":"preprint","venue":"Griffith Research Online (Griffith University, Queensland, Australia)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"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":"Mangrove; Fishery; Environmental resource management; Geography; Environmental science; Biology","score_opus":0.21817400383514737,"score_gpt":0.37528391601678235,"score_spread":0.15710991218163498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942551441","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":[0.9884271,0.000036919722,0.002968299,0.0012295576,0.00037169064,0.0013277162,0.0035015747,0.00018643179,0.0019507314],"genre_scores_gemma":[0.96150666,0.00014045168,0.02660446,0.00005232674,0.00027670807,0.000014760097,0.0014784037,0.00012941407,0.009796793],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99237704,0.0008139911,0.0007543316,0.0017214546,0.0027393997,0.0015937672],"domain_scores_gemma":[0.99591506,0.00020052251,0.00050154934,0.0018693281,0.00044928546,0.0010642769],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0019075623,0.0008184543,0.0010882932,0.0007179019,0.0003957923,0.00017970962,0.0026743333,0.0009686142,0.00064284244],"category_scores_gemma":[0.0001460279,0.00084863894,0.00034738117,0.000885744,0.0010302836,0.0006129008,0.004992608,0.002396866,0.000099314384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023655747,0.003000106,0.11200514,0.0011555695,0.00035929796,0.0006561414,0.0022595783,0.81292385,0.0069215707,0.0007826823,0.055011563,0.002558958],"study_design_scores_gemma":[0.0061173565,0.0016868259,0.025544917,0.0013339779,0.00024991872,0.000032834505,0.004922896,0.9319171,0.0011445157,0.0035719236,0.020270023,0.0032077562],"about_ca_topic_score_codex":0.02932494,"about_ca_topic_score_gemma":0.07157927,"teacher_disagreement_score":0.11899323,"about_ca_system_score_codex":0.0018742776,"about_ca_system_score_gemma":0.0005925662,"threshold_uncertainty_score":0.99990463},"labels":[],"label_agreement":null},{"id":"W2944158434","doi":"10.1007/s11852-019-00693-z","title":"The influence of nutrient addition on the invasion of Spartina alterniflora towards the non-tidal wetlands in the Chinese Yellow River delta","year":2019,"lang":"en","type":"article","venue":"Journal of Coastal Conservation","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Youth Innovation Promotion Association; University of British Columbia; Youth Innovation Promotion Association of the Chinese Academy of Sciences","keywords":"Spartina alterniflora; Phragmites; Salt marsh; Nutrient; Wetland; Eutrophication; Biomass (ecology); Marsh; Biology; Inflorescence; Ecology; Environmental science","score_opus":0.008931882118575955,"score_gpt":0.2122687876763378,"score_spread":0.20333690555776185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944158434","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":[0.9953702,0.0000064649817,0.00011543836,0.0033562668,0.00013720864,0.00039129046,0.00002530961,0.0000018757463,0.0005959309],"genre_scores_gemma":[0.99953073,0.000049419163,0.000020144133,0.0002843537,0.00003896125,0.0000067023743,0.000007120876,0.0000067362503,0.00005582852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981683,0.00021995262,0.00061322463,0.000101921316,0.0007439286,0.00015270537],"domain_scores_gemma":[0.99805003,0.0006800717,0.0008347204,0.0003213131,0.00008630899,0.00002754997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019561374,0.00012243977,0.00017917702,0.000039237846,0.00012688698,0.000038269496,0.00055236346,0.000044301785,0.000059476293],"category_scores_gemma":[0.0002455692,0.000048698083,0.000104545805,0.0003857868,0.00020050774,0.00029200298,0.00015942437,0.00026965488,0.000020089054],"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":[0.0011109347,0.0002842883,0.93031085,0.000051001814,0.000042265983,0.000009889286,0.0043179016,0.03303224,0.023876686,0.00053238496,0.0026598372,0.0037717037],"study_design_scores_gemma":[0.0005282364,0.00040809886,0.98423225,0.00015447653,0.000014446406,0.00002862414,0.0007205884,0.010901966,0.0008115373,0.0011958636,0.0009360835,0.000067819165],"about_ca_topic_score_codex":0.0008132609,"about_ca_topic_score_gemma":0.005032853,"teacher_disagreement_score":0.05392139,"about_ca_system_score_codex":0.00006303832,"about_ca_system_score_gemma":0.00004606774,"threshold_uncertainty_score":0.28084505},"labels":[],"label_agreement":null},{"id":"W2944352793","doi":"10.1002/esp.4646","title":"Empirical observations and numerical modelling of tides, channel morphology, and vegetative effects on accretion in a restored tidal marsh","year":2019,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":40,"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 British Columbia","funders":"U.S. Army Corps of Engineers; Division of Ocean Sciences; Maryland Sea Grant, University of Maryland; Maryland Environmental Service; National Science Foundation","keywords":"Marsh; Geology; Estuary; Salt marsh; Bay; Oceanography; Sediment; Hydrology (agriculture); Channel (broadcasting); Accretion (finance); Environmental science; Tidal range; Wetland; Geomorphology; Ecology","score_opus":0.01946332236452426,"score_gpt":0.22905165993005386,"score_spread":0.2095883375655296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944352793","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":[0.99789494,0.00015504389,0.0013595577,0.000120312245,0.000023127892,0.00025404946,0.000013050123,0.00001022679,0.000169718],"genre_scores_gemma":[0.9991344,0.000105350744,0.000604736,0.000040213425,0.0000049013856,0.000005822188,0.000011150941,0.0000074469053,0.000085966014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993165,0.000022811699,0.00014169513,0.00023237748,0.00013343742,0.00015317205],"domain_scores_gemma":[0.9996608,0.00013922318,0.000060650105,0.00006907676,0.000011979923,0.000058255755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018350426,0.000103657905,0.0001868731,0.000024518025,0.00004213207,0.000017152342,0.000038614475,0.00006282358,0.0000125160395],"category_scores_gemma":[0.00003577521,0.00007626811,0.000009873606,0.00015922615,0.000049253526,0.00018036329,0.000081227685,0.000096127194,0.0000057437105],"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":[0.00011281939,0.000034543904,0.96373075,0.00031912213,0.000005473949,0.0000030272702,0.001172971,0.033806343,0.00039287706,0.000013930856,0.000007775641,0.00040035654],"study_design_scores_gemma":[0.00073310995,0.00036242176,0.72366685,0.000150396,0.0000068698005,0.000012018761,0.00017055338,0.27367586,0.0003762158,0.000609512,0.00008335056,0.0001528563],"about_ca_topic_score_codex":0.0003932803,"about_ca_topic_score_gemma":0.0005012761,"teacher_disagreement_score":0.24006392,"about_ca_system_score_codex":0.000015470272,"about_ca_system_score_gemma":0.000011805203,"threshold_uncertainty_score":0.31101233},"labels":[],"label_agreement":null},{"id":"W2944363598","doi":"10.1007/s11104-019-04079-w","title":"Quantifying wetland plant vertical root distribution for estimating the Interface with the anoxic zone","year":2019,"lang":"en","type":"article","venue":"Plant and Soil","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto Mississauga; Connaught Fund; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Anoxic waters; Shrub; Biomass (ecology); Environmental science; Soil science; DNS root zone; Wetland; Root system; Ridge; Botany; Agronomy; Biology; Ecology; Soil water","score_opus":0.01224034566987425,"score_gpt":0.220531010540108,"score_spread":0.20829066487023376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944363598","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":[0.9751373,0.000020840762,0.023576925,0.0005309336,0.00010015972,0.00025866803,0.00014588468,0.000016246157,0.00021303131],"genre_scores_gemma":[0.99964035,0.0000025116535,0.0001038068,0.00002271667,0.000026494248,0.0000142957415,0.00009009544,0.0000062303684,0.000093493356],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993946,0.00002224606,0.0000979743,0.00015939398,0.00012582353,0.00019998825],"domain_scores_gemma":[0.9995731,0.00023263416,0.00003107755,0.00012457503,0.0000027472695,0.0000358584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026167365,0.00009018514,0.00009761976,0.0000042034176,0.000217156,0.00006794548,0.00011318486,0.000028174678,0.000026849926],"category_scores_gemma":[0.000014604003,0.000041900206,0.000018533323,0.000043500466,0.000053460335,0.000074032236,0.00010028175,0.00008476066,0.000041632815],"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":[0.0012441606,0.00012805406,0.92776704,0.00031140423,0.00011568783,0.00001705841,0.0037344475,0.03613636,0.011667751,0.0015833289,0.006263636,0.011031087],"study_design_scores_gemma":[0.0004057418,0.000119712044,0.025452903,0.000063084626,0.000025204725,0.000091780996,0.00032011518,0.97085774,0.00029214253,0.00003064468,0.0022111891,0.0001297485],"about_ca_topic_score_codex":0.0002134351,"about_ca_topic_score_gemma":0.007730891,"teacher_disagreement_score":0.93472135,"about_ca_system_score_codex":0.000031761632,"about_ca_system_score_gemma":0.000004156525,"threshold_uncertainty_score":0.43140185},"labels":[],"label_agreement":null},{"id":"W2946162303","doi":"10.1016/j.jglr.2019.05.008","title":"Vegetation species richness is associated with daily water-level fluctuations in Lake Ontario coastal wetlands","year":2019,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Species richness; Wetland; Marsh; Water level; Vegetation (pathology); Environmental science; Shrub; Ecology; Shore; Hydrology (agriculture); Guild; Geography; Oceanography; Habitat; Geology; Biology","score_opus":0.0325057243968706,"score_gpt":0.2664735723902787,"score_spread":0.23396784799340808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946162303","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":[0.98622626,0.0000031968657,0.00009577123,0.00030104612,0.00010657456,0.00022589833,0.000034635483,0.0000058329492,0.013000754],"genre_scores_gemma":[0.9767499,0.00000869434,0.000094198134,0.000014771601,0.000033090448,0.0000045954343,0.000035288693,0.000016295578,0.023043184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736553,0.00017042302,0.00042538598,0.00020421713,0.0013602044,0.00047420702],"domain_scores_gemma":[0.9992073,0.00016964739,0.00013680008,0.00020191609,0.00015703037,0.00012727863],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015923174,0.00013584823,0.00028797897,0.00027760305,0.00013491214,0.000120131896,0.0003344279,0.000088580826,0.0029359492],"category_scores_gemma":[0.00007583177,0.000088093155,0.000064710606,0.0005029045,0.00011367321,0.0005255284,0.0001846528,0.0005744992,0.00032005878],"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":[0.00014088851,0.00010776805,0.99050784,0.000014836743,0.000034438457,0.000084263374,0.0026883562,0.0022533122,0.0035532925,0.000010825986,0.00033164816,0.00027253598],"study_design_scores_gemma":[0.0012709968,0.0004351168,0.9920071,0.00014999163,0.000010458205,0.00006835098,0.00038817976,0.0022002126,0.00037573362,0.0001597291,0.0028004167,0.00013376493],"about_ca_topic_score_codex":0.0014224345,"about_ca_topic_score_gemma":0.90124416,"teacher_disagreement_score":0.89982176,"about_ca_system_score_codex":0.00075439515,"about_ca_system_score_gemma":0.00011460628,"threshold_uncertainty_score":0.9979755},"labels":[],"label_agreement":null},{"id":"W2948713736","doi":"10.1139/cjm-2019-0162","title":"Bacterial community diversity and dynamics of Dongzhai harbor mangrove soils in China","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"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":"National Natural Science Foundation of China","keywords":"Mangrove; Gammaproteobacteria; Biology; Soil water; Proteobacteria; Ecology; Chloroflexi (class); Community structure; Microbial population biology; Ecosystem; Planctomycetes; 16S ribosomal RNA; Bacteria","score_opus":0.004472916428227966,"score_gpt":0.1611712024010794,"score_spread":0.15669828597285143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948713736","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":[0.9987245,0.000021112228,0.000013408207,0.00013306912,0.00034412937,0.00007687717,0.00012768946,9.421063e-7,0.0005582669],"genre_scores_gemma":[0.9998042,0.000006853382,0.00006790297,0.00003459937,0.000010624383,1.098313e-7,0.000010613031,0.0000046862974,0.00006043227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930996,0.00014601761,0.00023662344,0.0000743112,0.000025846259,0.00020722419],"domain_scores_gemma":[0.9994889,0.00004031941,0.00017456389,0.00013001038,0.000009827371,0.00015640676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040448637,0.00007986269,0.000237719,0.00009837351,0.00011608063,0.000006679599,0.0002826317,0.00009284756,0.000603619],"category_scores_gemma":[0.000023557666,0.000075141055,0.000039803323,0.00007313002,0.00015611504,0.00009309408,0.00030978108,0.00026325605,0.000015393094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003747554,0.000015753454,0.9812073,0.000018316256,0.000013354082,0.000021005191,0.0010454801,0.00012141747,0.016956035,0.0000415371,0.000131907,0.0003904294],"study_design_scores_gemma":[0.00088605285,0.0002529984,0.9966834,0.000044659697,0.000011933083,0.00025195588,0.00036390513,0.00039527335,0.00014994535,0.00019829017,0.000630131,0.0001314212],"about_ca_topic_score_codex":0.079653166,"about_ca_topic_score_gemma":0.7142089,"teacher_disagreement_score":0.6345557,"about_ca_system_score_codex":0.00035725324,"about_ca_system_score_gemma":0.000058640933,"threshold_uncertainty_score":0.9264755},"labels":[],"label_agreement":null},{"id":"W2949526651","doi":"10.1007/s13157-019-01174-7","title":"Typha (Cattail) Invasion in North American Wetlands: Biology, Regional Problems, Impacts, Ecosystem Services, and Management","year":2019,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":239,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Institute for Sustainable Development; Trent University; University of Toronto","funders":"","keywords":"Typha; Wetland; Ecology; Landscape ecology; Ecosystem; Biodiversity; Ecosystem services; Vegetation (pathology); Biomass (ecology); Invasive species; Environmental science; Habitat; Geography; Biology","score_opus":0.006840127963604287,"score_gpt":0.20278409351630539,"score_spread":0.1959439655527011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949526651","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":[0.9934599,0.00004981381,0.000018772957,0.00017944121,0.00011484563,0.0006437872,0.00004263984,0.000056221903,0.0054345685],"genre_scores_gemma":[0.9984337,0.00051991304,0.00019237462,0.00018263844,0.000031345597,0.000041580162,0.00023028818,0.000025641186,0.00034252973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827856,0.00007382763,0.00036195945,0.0005826641,0.00022186099,0.0004811371],"domain_scores_gemma":[0.99920213,0.000037457765,0.00017772347,0.0004098794,0.0000059871318,0.00016682249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029731993,0.0002514567,0.0003385475,0.00012961411,0.00007021509,0.000048785438,0.0003079829,0.00006832007,0.00016642599],"category_scores_gemma":[0.000002194803,0.00020786993,0.00004374109,0.00052770897,0.00005989961,0.00019652817,0.00045326733,0.00015032894,0.00054681743],"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":[0.000042167598,0.000051310308,0.99532646,0.00026902574,0.000018134482,0.000009616526,0.00016546024,0.00035298112,0.00015598572,0.000054228287,0.00023484445,0.0033197564],"study_design_scores_gemma":[0.00096129184,0.00018741918,0.9663932,0.00012927483,0.000012825021,0.000037349753,0.00022305737,0.008299548,0.0000048004194,0.000052769356,0.023387598,0.0003108773],"about_ca_topic_score_codex":0.0021286614,"about_ca_topic_score_gemma":0.30900857,"teacher_disagreement_score":0.3068799,"about_ca_system_score_codex":0.00021229267,"about_ca_system_score_gemma":0.000007771503,"threshold_uncertainty_score":0.847669},"labels":[],"label_agreement":null},{"id":"W2952250416","doi":"10.1007/s11273-019-09673-4","title":"Simulated changes in extent of Georgian Bay low-marsh habitat under multiple lake levels","year":2019,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"McMaster University","funders":"","keywords":"Marsh; Wetland; Bay; Habitat; Water level; Environmental science; Hydrology (agriculture); Waves and shallow water; Wildlife refuge; Elevation (ballistics); Ecology; Oceanography; Geology; Geography; Biology","score_opus":0.0065218574109230905,"score_gpt":0.2013606875247313,"score_spread":0.1948388301138082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952250416","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":[0.99286014,0.000009242255,0.00013615192,0.000339432,0.00021221425,0.0006063423,0.000018932731,0.000020129673,0.005797401],"genre_scores_gemma":[0.99688256,0.0000739278,0.000099073135,0.0002184462,0.0000069901635,0.000018830306,0.000026807988,0.000011667281,0.0026617004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894446,0.00005257441,0.00022624205,0.000335678,0.00012220231,0.00031883686],"domain_scores_gemma":[0.9995429,0.000081196595,0.000082809005,0.00022870325,0.00000460565,0.000059786027],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002818184,0.00014403509,0.00024376242,0.00009787412,0.000041308173,0.00000953513,0.00014564052,0.00009442488,0.0013289744],"category_scores_gemma":[0.00000660541,0.00013039546,0.000030160489,0.00014465873,0.000065205124,0.000070369366,0.00045357415,0.00007842942,0.00019405012],"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":[0.00005029475,0.00012110164,0.98390794,0.00012760602,0.000033890017,0.000021671853,0.00011596924,0.013431999,0.00023351968,0.00022818628,0.00008540944,0.00164242],"study_design_scores_gemma":[0.0014404174,0.00015311867,0.9708146,0.000033204895,0.0000157438,0.0000031072937,0.00017066853,0.024526948,0.000023324645,0.0002957675,0.0023689528,0.00015414243],"about_ca_topic_score_codex":0.000080351885,"about_ca_topic_score_gemma":0.19002709,"teacher_disagreement_score":0.18994674,"about_ca_system_score_codex":0.000073022784,"about_ca_system_score_gemma":0.0000026145028,"threshold_uncertainty_score":0.99958396},"labels":[],"label_agreement":null},{"id":"W2953971273","doi":"10.1007/s12237-019-00598-y","title":"Microhabitat Heterogeneity and Population Ecology of Ribbed Mussels (Geukensia demissa) Near Their Northern Range Limit (Maritime Canada)","year":2019,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; New Brunswick Innovation Foundation","keywords":"Salt marsh; Ecology; Abiotic component; Biology; Mussel; Population; Marsh; Range (aeronautics); Habitat; Bivalvia; Invertebrate; Fishery; Mollusca; Wetland","score_opus":0.003032440880054848,"score_gpt":0.1623737044425838,"score_spread":0.15934126356252895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953971273","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":[0.9990171,0.000096530566,0.0000126839495,0.00020482954,0.00010799922,0.00022212318,0.00004280674,0.000014336572,0.0002815592],"genre_scores_gemma":[0.9996706,0.000021430731,0.00008727935,0.0000901723,0.000010854154,0.000004147536,0.00002311584,0.000011960981,0.00008042962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915296,0.00004654846,0.00019572019,0.0002487623,0.0001350812,0.00022095662],"domain_scores_gemma":[0.99954665,0.00009019462,0.00009300586,0.00016956688,0.000010868609,0.0000897303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011687407,0.00013794095,0.00024277379,0.000011539966,0.0001394081,0.000028824195,0.00008097279,0.000072797775,0.000055933266],"category_scores_gemma":[0.000017563629,0.00012031364,0.000025633106,0.0000608413,0.000119107724,0.0000920019,0.00023437833,0.00007048624,0.000010033426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003384434,0.000014474333,0.9947624,0.00003138492,0.000013560809,0.0000030528245,0.00021495881,0.00018918587,0.0005456119,0.000017689536,0.00008656869,0.004087245],"study_design_scores_gemma":[0.00033907886,0.00008802783,0.99199045,0.000011583246,0.000011782531,0.00002698545,0.00012442817,0.006097565,0.00008520443,0.00009548732,0.0009933602,0.0001360477],"about_ca_topic_score_codex":0.2833003,"about_ca_topic_score_gemma":0.9730203,"teacher_disagreement_score":0.68972,"about_ca_system_score_codex":0.00007656792,"about_ca_system_score_gemma":0.000030616837,"threshold_uncertainty_score":0.72147226},"labels":[],"label_agreement":null},{"id":"W2955611820","doi":"10.1007/s11273-019-09675-2","title":"Identification of most spectrally distinguishable phenological stage of invasive Phramites australis in Lake Erie wetlands (Canada) for accurate mapping using multispectral satellite imagery","year":2019,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Natural Resources and Forestry; National Aeronautics and Space Administration","keywords":"Phragmites; Wetland; Marsh; Multispectral image; Environmental science; Thematic Mapper; Phenology; Vegetation (pathology); Remote sensing; Satellite imagery; Ecology; Geography; Biology","score_opus":0.012852111786785454,"score_gpt":0.22484088078966896,"score_spread":0.21198876900288352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955611820","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":[0.99586767,0.000011481929,0.0005694182,0.00007639389,0.00016749029,0.0008372917,0.00027242932,0.000011728386,0.0021861028],"genre_scores_gemma":[0.99726206,0.00012376368,0.0011124226,0.000033934248,0.00001170795,0.000016771763,0.0001271005,0.000010843404,0.0013013971],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985305,0.000046188346,0.00054701633,0.0003730622,0.00014932937,0.00035387502],"domain_scores_gemma":[0.9992554,0.00014900329,0.0003335824,0.00020340736,0.000016158427,0.000042421598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038912822,0.0001616999,0.00033833965,0.00009545993,0.00006276891,0.000019705083,0.00018278018,0.00008367359,0.00026533345],"category_scores_gemma":[0.00005323459,0.0001542864,0.000041381674,0.00022347641,0.00009767727,0.00013159611,0.00021998366,0.00008312395,0.000004098921],"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":[0.000104078,0.00009359501,0.98225343,0.00057010417,0.00005619182,0.00002420563,0.00016714295,0.0048799017,0.010718413,0.00057242095,0.00012529109,0.00043521545],"study_design_scores_gemma":[0.0011276633,0.00012469903,0.9734691,0.000055728968,0.000031646156,0.000004722241,0.00075080385,0.021095894,0.00088493794,0.00023086515,0.0020030644,0.00022086808],"about_ca_topic_score_codex":0.0027356846,"about_ca_topic_score_gemma":0.7672045,"teacher_disagreement_score":0.76446885,"about_ca_system_score_codex":0.00013889922,"about_ca_system_score_gemma":0.000023922972,"threshold_uncertainty_score":0.6291617},"labels":[],"label_agreement":null},{"id":"W2955614636","doi":"10.1139/gen-2018-0067","title":"Barcoding of estuarine macrophytes and phylogenetic diversity of estuaries along the South African coastline","year":2019,"lang":"en","type":"article","venue":"Genome","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"National Research Foundation","keywords":"Biology; Estuary; Ecology; Phylogenetic diversity; Mangrove; DNA barcoding; Species richness; Phylogenetic tree; Taxon; Salt marsh; Species diversity; Polyphyly; Clade","score_opus":0.007219591773730499,"score_gpt":0.17456401745145683,"score_spread":0.16734442567772634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955614636","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":[0.99853843,0.00007310341,0.000121590565,0.00004260661,0.00003921285,0.00016993648,0.000025969688,0.0000060977763,0.0009830649],"genre_scores_gemma":[0.9995601,0.000015704632,0.0002043411,0.000009461007,0.000009584226,0.0000012032122,0.0000025337824,0.000005808344,0.00019121714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937475,0.000021752996,0.0001485019,0.00015355747,0.00015882576,0.00014263781],"domain_scores_gemma":[0.99959403,0.00004742226,0.00010267352,0.00021405552,0.000006728229,0.000035112997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015297694,0.00007998245,0.00015769457,0.000018653023,0.00009013898,0.0000072810076,0.00019848392,0.000020806969,0.00021151865],"category_scores_gemma":[0.00001065476,0.000058348018,0.00003083696,0.000119425036,0.00017598226,0.000034429086,0.0012413563,0.0000449103,0.0000367944],"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":[0.000016613583,0.000014556615,0.962999,0.000038790004,0.000013111593,9.522529e-7,0.002429089,0.0018406702,0.0320784,0.00003522594,0.000001264655,0.00053233583],"study_design_scores_gemma":[0.00019889069,0.00008897669,0.9971543,0.000007919525,0.000018584858,0.000003488738,0.0009573422,0.0009418278,0.00030793235,0.00011934075,0.0001235504,0.000077858014],"about_ca_topic_score_codex":0.0018693502,"about_ca_topic_score_gemma":0.0013626392,"teacher_disagreement_score":0.034155298,"about_ca_system_score_codex":0.000023849252,"about_ca_system_score_gemma":0.000004496206,"threshold_uncertainty_score":0.28259107},"labels":[],"label_agreement":null},{"id":"W2959060585","doi":"10.3389/fenvs.2019.00112","title":"Significant Increase in Nutrient Stocks Following Phragmites australis Invasion of Freshwater Meadow Marsh but Not of Cattail Marsh","year":2019,"lang":"en","type":"article","venue":"Frontiers in Environmental Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Nature Conservancy of Canada; Mitacs; Nature Conservancy; Ontario Ministry of Natural Resources and Forestry; Ministry of Natural Resources","keywords":"Phragmites; Marsh; Typha; Nutrient; Wetland; Ecology; Biomass (ecology); Biology; Ecosystem; Environmental science","score_opus":0.005307988829417336,"score_gpt":0.18727764288258347,"score_spread":0.18196965405316615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959060585","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":[0.9975848,0.000032128468,0.00025724832,0.00003134154,0.00044297826,0.00072082813,0.00012483032,0.000009782728,0.00079606136],"genre_scores_gemma":[0.9959016,0.000028125367,0.003525364,0.000032739354,0.0000065805016,0.000023569486,0.000020961576,0.000019299614,0.00044176096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966267,0.00009969998,0.0006974901,0.0007623318,0.0011478402,0.00066595594],"domain_scores_gemma":[0.9989304,0.000053512318,0.0002582951,0.0005652692,0.0000027045078,0.00018981536],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012223641,0.00026776752,0.00047625788,0.00029072232,0.000067759756,0.000022741911,0.00088086014,0.00011204455,0.00058943365],"category_scores_gemma":[0.000044400054,0.0002519257,0.00012258135,0.00067509006,0.00080906914,0.0006697233,0.0008520072,0.00021250901,0.00007679216],"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":[0.000066928216,0.00020973042,0.7243323,0.000022308159,0.000004196854,0.000014649873,0.00037346839,0.0027831427,0.2711058,0.000007528867,0.00008356557,0.0009964089],"study_design_scores_gemma":[0.0013661841,0.00022708048,0.8729483,0.00016046927,0.000017361614,0.000005977434,0.0021876246,0.01365427,0.10839777,0.00025550008,0.0002977266,0.00048172998],"about_ca_topic_score_codex":0.0046455394,"about_ca_topic_score_gemma":0.0016400648,"teacher_disagreement_score":0.16270803,"about_ca_system_score_codex":0.00119541,"about_ca_system_score_gemma":0.000032571945,"threshold_uncertainty_score":0.9999933},"labels":[],"label_agreement":null},{"id":"W2960096903","doi":"10.1007/s12237-019-00599-x","title":"Effects of Salt and Drought Stress on Germination of Non-native Plants in the Salt Marsh to Upland Transition Zone","year":2019,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Office for Coastal Management; National Oceanic and Atmospheric Administration","keywords":"Germination; Salinity; Mesembryanthemum crystallinum; Halophyte; Soil salinity; Water content; Agronomy; Atriplex; Marsh; Salt marsh; Environmental science; Abiotic component; Biology; Horticulture; Ecology; Wetland; Geology","score_opus":0.002367209094016372,"score_gpt":0.19105404251960204,"score_spread":0.18868683342558568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960096903","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":[0.99857366,0.000017836765,0.00027861987,0.000107984124,0.000044959765,0.0004035231,0.000035228513,0.0000025693355,0.000535632],"genre_scores_gemma":[0.99980766,0.000028370308,0.0000327202,0.00004375611,0.0000065114755,0.000009592929,0.000010491199,0.00000419623,0.000056714518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994232,0.00004036366,0.00012681501,0.00014061124,0.00016862132,0.00010040244],"domain_scores_gemma":[0.99965453,0.00018105963,0.000055334192,0.00007914593,0.0000042783468,0.000025656225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001331409,0.00007872631,0.00014212627,0.000032462176,0.000029152508,0.000011748962,0.00006047652,0.0000350631,0.000011654027],"category_scores_gemma":[0.000008310013,0.000056862307,0.000011433533,0.00008595977,0.000047566715,0.00007918533,0.00004921157,0.000049621784,0.0000049036435],"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":[0.0018933524,0.0010546907,0.7173163,0.0022387048,0.00006482782,0.00006051862,0.10357111,0.0068047843,0.034996614,0.0015690714,0.00039011223,0.13003989],"study_design_scores_gemma":[0.00075250654,0.00054424134,0.98835456,0.00022640041,0.000008766704,0.000006359906,0.00092311454,0.0054659015,0.0034048192,0.00016439645,0.000052103285,0.00009682526],"about_ca_topic_score_codex":0.00079615536,"about_ca_topic_score_gemma":0.0041336343,"teacher_disagreement_score":0.27103823,"about_ca_system_score_codex":0.000016077758,"about_ca_system_score_gemma":0.0000031043035,"threshold_uncertainty_score":0.23187776},"labels":[],"label_agreement":null},{"id":"W2962569910","doi":"10.3354/meps13064","title":"Habitat use by juvenile salmon, other migratory fish, and resident fish species underscores the importance of estuarine habitat mosaics","year":2019,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":39,"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":"Habitat; Fishery; Estuary; Geography; Ecology; Threatened species; Juvenile fish; Salt marsh; Species richness; Biology; Fish <Actinopterygii>","score_opus":0.006330628197000489,"score_gpt":0.19376214763469185,"score_spread":0.18743151943769137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962569910","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":[0.99502105,0.00005303436,9.239874e-7,0.0029411442,0.00022308661,0.0005960687,0.00009089448,0.000048435613,0.0010253806],"genre_scores_gemma":[0.9888589,0.000083192564,0.00031355934,0.0005670103,0.000023364044,0.00007229088,0.000056238387,0.000036399448,0.0099890465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984096,0.00009981495,0.00041750137,0.0004298278,0.00024401238,0.00039921523],"domain_scores_gemma":[0.9989107,0.00020429576,0.00027451816,0.00050923135,0.000023399643,0.00007785519],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027042546,0.00025260964,0.0003763068,0.000033493572,0.00014906468,0.00007851588,0.0003436304,0.000117419724,0.0009918432],"category_scores_gemma":[0.00006865224,0.00018994116,0.000060570987,0.00016122656,0.00096219627,0.00044713521,0.0011680357,0.00017118912,0.00003265316],"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":[0.00009505445,0.00006620619,0.9679334,0.00006389387,0.0000368779,0.000011915696,0.00022954834,0.000048300357,0.000101773345,0.00016247097,0.03111942,0.00013114928],"study_design_scores_gemma":[0.0003553882,0.00033895217,0.9755955,0.000013225112,0.000023288761,0.00003922542,0.0004544287,0.00021473136,0.00029889663,0.00052530365,0.021923512,0.00021759057],"about_ca_topic_score_codex":0.0005930717,"about_ca_topic_score_gemma":0.21395738,"teacher_disagreement_score":0.2133643,"about_ca_system_score_codex":0.000111612986,"about_ca_system_score_gemma":0.000019087778,"threshold_uncertainty_score":0.9999214},"labels":[],"label_agreement":null},{"id":"W2964016348","doi":"","title":"Passive restoration and non-invasive monitoring of soft-sediment ecosystems on the North Coast of British Columbia, Canada","year":2019,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Sediment; Ecosystem; Environmental science; Oceanography; Geography; Geology; Ecology; Geomorphology; Biology","score_opus":0.008898217003902784,"score_gpt":0.20297028961002014,"score_spread":0.19407207260611736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964016348","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":[0.9976264,0.000066027605,0.0000044321764,0.0000117627105,0.00052163383,0.00044731822,0.000060128208,0.0000054999578,0.001256793],"genre_scores_gemma":[0.9874701,0.00011906398,0.000013551204,4.941396e-7,0.000058270667,0.000001914135,0.00007810446,0.000015045658,0.012243443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789554,0.00027411824,0.00023781101,0.00035785045,0.0009968303,0.00023785766],"domain_scores_gemma":[0.99843895,0.00051760126,0.00047721702,0.00023913769,0.00020914129,0.00011797552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042135658,0.000117753865,0.0003432347,0.00005680649,0.0005274868,0.000057381043,0.00026371333,0.00015012019,0.000043717417],"category_scores_gemma":[0.00010226722,0.00016151863,0.0000476333,0.00022019458,0.00014454663,0.00012048688,0.00017025115,0.0005748715,0.0000031247696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018022473,0.000061062514,0.9866719,0.0009019368,0.00010785908,0.00005315551,0.0034110441,0.0008020162,0.0041819387,0.0000016829669,0.0026260875,0.0010010884],"study_design_scores_gemma":[0.0004902075,0.00086923956,0.95045894,0.0013210307,0.000042821946,0.000008312455,0.04350904,0.0014710608,0.0002738542,0.00000702805,0.0013178558,0.00023057924],"about_ca_topic_score_codex":0.90023017,"about_ca_topic_score_gemma":0.9787092,"teacher_disagreement_score":0.078479074,"about_ca_system_score_codex":0.0004130309,"about_ca_system_score_gemma":0.00032228016,"threshold_uncertainty_score":0.6586539},"labels":[],"label_agreement":null},{"id":"W2965682008","doi":"10.5061/dryad.3pq02","title":"Data from: Among-strain consistency in the pace and shape of senescence in duckweed","year":2018,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Consistency (knowledge bases); Senescence; Strain (injury); Computer science; Environmental science; Mathematics; Biology; Artificial intelligence; Cell biology; Anatomy","score_opus":0.022061846867078554,"score_gpt":0.2419599769489005,"score_spread":0.21989813008182196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965682008","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":[0.9963165,0.00014198443,0.00013752434,0.00010403065,0.0000507828,0.00018434205,0.0017204756,0.000010891022,0.0013334887],"genre_scores_gemma":[0.99799097,0.00021743042,0.000531235,0.00009049454,0.00005258563,0.0000029789405,0.0010904514,0.000009581725,0.000014277711],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843204,0.00020956696,0.00030294823,0.00058901287,0.00018785757,0.00027856935],"domain_scores_gemma":[0.99814653,0.0003465585,0.000110820554,0.00133052,0.0000027358656,0.0000628192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009901971,0.00015029388,0.00020734398,0.000030996318,0.00010345617,0.000055876688,0.0016085188,0.000042053074,0.000056245706],"category_scores_gemma":[0.00002029189,0.000111538684,0.000008439823,0.00025142875,0.00036569603,0.00044044113,0.0026454928,0.00014948865,0.000009331352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032872245,0.000041522402,0.98624057,0.000055467543,0.000007256356,0.00001241277,0.0043111383,0.000061733226,0.0009136947,0.000006034849,0.00012914356,0.0081881555],"study_design_scores_gemma":[0.00015114213,0.000017832144,0.5792604,0.0001988724,0.000008394688,0.0000057599686,0.0012617649,0.41869852,0.0000013084712,0.00012938809,0.00018267012,0.00008394161],"about_ca_topic_score_codex":0.017022626,"about_ca_topic_score_gemma":0.38038167,"teacher_disagreement_score":0.4186368,"about_ca_system_score_codex":0.0000118737225,"about_ca_system_score_gemma":0.000007681076,"threshold_uncertainty_score":0.9895231},"labels":[],"label_agreement":null},{"id":"W2966286903","doi":"10.1007/s13131-018-1221-5","title":"The sub-fossils of leaf fragments in sediments as an indicator of mangrove development in the Yingluo Bay, Guangxi, Southwest China over the last 130 years","year":2019,"lang":"en","type":"article","venue":"Acta Oceanologica Sinica","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mangrove; Intertidal zone; Rhizophora; Bay; Subtropics; Geology; Sediment; Ecology; Environmental science; Physical geography; Oceanography; Geography; Paleontology; Biology","score_opus":0.007236670940752051,"score_gpt":0.22098841942144995,"score_spread":0.2137517484806979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966286903","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":[0.9958459,0.000032026754,6.544372e-7,0.00027769772,0.000117915144,0.00063615537,0.00001515603,0.00001184827,0.0030626364],"genre_scores_gemma":[0.99961865,0.00004274093,0.000057484613,0.00014865851,0.000009454381,0.000019228231,0.000010793181,0.000013180742,0.0000798138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978421,0.00024281825,0.0005821246,0.00037357447,0.00055092666,0.00040850436],"domain_scores_gemma":[0.9983489,0.00031839585,0.00037796184,0.00090222235,0.000005185331,0.000047330755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011939665,0.0001911315,0.00026668087,0.00005361826,0.00010997521,0.000038620332,0.0016273371,0.0001363888,0.00028981626],"category_scores_gemma":[0.00012870115,0.000099091456,0.00006612115,0.00035500998,0.0002729629,0.00015285001,0.0008027047,0.0002996216,0.00018059516],"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":[0.00006926832,0.00032976366,0.9901827,0.000010497144,0.000024646295,0.00000870184,0.003894352,0.000061558356,0.0017759362,0.0000795219,0.00020321562,0.0033598503],"study_design_scores_gemma":[0.00054239045,0.00018260887,0.9946677,0.000035671652,0.0000068617414,0.000004513626,0.0015840075,0.00016047052,0.00033887685,0.00024207255,0.0021035138,0.00013127785],"about_ca_topic_score_codex":0.0003694378,"about_ca_topic_score_gemma":0.0028645438,"teacher_disagreement_score":0.004485046,"about_ca_system_score_codex":0.00015133858,"about_ca_system_score_gemma":0.000046446166,"threshold_uncertainty_score":0.40408322},"labels":[],"label_agreement":null},{"id":"W2967134465","doi":"10.1007/s10750-019-04039-6","title":"Phytoplankton diversity recovers slowly and cyanobacterial abundance remains high after the reflooding of drained marshes","year":2019,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"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":"Phytoplankton; Ecology; Marsh; Abundance (ecology); Cyanobacteria; Environmental science; Biology; Wetland; Nutrient; Bacteria","score_opus":0.0021489973357729673,"score_gpt":0.14770501850561918,"score_spread":0.1455560211698462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967134465","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":[0.997478,0.0000066275793,0.000022982882,0.00007794341,0.00033523125,0.00022424883,0.00007411574,0.000022390179,0.0017584346],"genre_scores_gemma":[0.9992418,0.000015050718,0.00020465344,0.000059079342,0.00002639761,0.000003974212,0.00001693653,0.000006377247,0.00042571366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920505,0.00006584953,0.0001544006,0.00027049458,0.0000935431,0.00021063334],"domain_scores_gemma":[0.9994822,0.00010345784,0.00010902497,0.0002670189,0.0000041416765,0.000034141834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002754217,0.00012161784,0.00018017042,0.0000149337475,0.000114186965,0.00001694755,0.00021664107,0.000079599326,0.000632821],"category_scores_gemma":[0.000030924537,0.00008233901,0.0000458648,0.00008735518,0.00014710413,0.00012904547,0.0008676919,0.00008554734,0.0001470473],"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":[0.00027792173,0.000019386673,0.940234,0.000024490417,0.000018049852,0.000003981871,0.00034035667,0.00017245904,0.058448,0.000038895025,0.00012892138,0.00029355686],"study_design_scores_gemma":[0.00073077873,0.00023510683,0.9942165,0.00007166432,0.000024587,0.000021841483,0.0001108116,0.0009774591,0.0017653614,0.0004837259,0.0010907798,0.00027136813],"about_ca_topic_score_codex":0.0003664244,"about_ca_topic_score_gemma":0.0014748395,"teacher_disagreement_score":0.05668264,"about_ca_system_score_codex":0.00008746608,"about_ca_system_score_gemma":0.0000039259126,"threshold_uncertainty_score":0.69289464},"labels":[],"label_agreement":null},{"id":"W2969066211","doi":"10.1016/j.scitotenv.2019.133945","title":"Comparison of methane emissions among invasive and native mangrove species in Dongzhaigang, Hainan Island","year":2019,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Kandelia candel; Mangrove; Aerial root; Biology; Botany; Ecology","score_opus":0.008670728553752956,"score_gpt":0.21866113538220666,"score_spread":0.2099904068284537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969066211","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":[0.99182206,0.000031627354,0.000010233156,0.00022558492,0.00007970239,0.00046228708,0.000013879284,0.0000028420254,0.0073517812],"genre_scores_gemma":[0.99689084,0.000016482038,0.00006837792,0.000004708191,0.0000044722055,0.0000062395666,5.069589e-7,0.0000058833093,0.0030025106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984977,0.00007530006,0.0002853867,0.00027970556,0.0006134548,0.0002484501],"domain_scores_gemma":[0.99915254,0.00013169958,0.0002467033,0.00040474284,0.0000033033227,0.000060983682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071868405,0.0001254438,0.00023153925,0.000043962722,0.00010145682,0.000013256461,0.0006050386,0.000032215994,0.0004388833],"category_scores_gemma":[0.00006532471,0.0000702234,0.000051498162,0.00030103084,0.0018233734,0.00018748068,0.0013551037,0.00013308774,0.000030001367],"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":[0.000039240418,0.00020674831,0.44522834,0.000037128244,0.000015368416,0.0000010335849,0.010665828,0.119715534,0.42320785,0.0003439846,0.00007167848,0.00046725824],"study_design_scores_gemma":[0.0002762444,0.000114816256,0.9159144,0.00006812593,0.000013475572,0.000004682897,0.0036480436,0.019470688,0.059867855,0.00047682333,0.000020136744,0.00012468624],"about_ca_topic_score_codex":0.00062290765,"about_ca_topic_score_gemma":0.00042584212,"teacher_disagreement_score":0.47068608,"about_ca_system_score_codex":0.00018864973,"about_ca_system_score_gemma":0.000015892638,"threshold_uncertainty_score":0.6718295},"labels":[],"label_agreement":null},{"id":"W2970618422","doi":"10.1111/gcb.14774","title":"Effect of land‐use and land‐cover change on mangrove blue carbon: A systematic review","year":2019,"lang":"en","type":"review","venue":"Global Change Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":340,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Bureau for Economic Growth, Education, and Environment, United States Agency for International Development; Department for International Development; Department for International Development, UK Government; United States Agency for International Development","keywords":"Mangrove; Blue carbon; Land cover; Environmental science; Land use; Cover (algebra); Land use, land-use change and forestry; Carbon fibers; Agroforestry; Geography; Environmental resource management; Carbon sequestration; Ecology; Carbon dioxide; Computer science; Biology; Engineering","score_opus":0.0480320430319058,"score_gpt":0.30481320716433735,"score_spread":0.25678116413243157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970618422","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013425257,0.99071324,6.594781e-7,0.000015823704,0.0004871343,0.0059158974,0.0010128664,0.00003137948,0.00048044667],"genre_scores_gemma":[0.0010973974,0.99738866,0.0000029738817,0.00020301253,0.00013369924,0.0007796894,0.00026550848,0.000029676386,0.00009940203],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99723727,0.0008693214,0.0006311394,0.0006375934,0.00019244815,0.0004322458],"domain_scores_gemma":[0.99818236,0.0003660765,0.00063300313,0.00069306616,0.00000878045,0.0001167401],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006591884,0.0005782353,0.0035698358,0.0000521236,0.00002522645,0.000016471362,0.00037576244,0.0004544089,0.000075756885],"category_scores_gemma":[0.00015332269,0.00035956033,0.000350265,0.00027960047,0.00007991491,0.00007250909,0.00057672383,0.00017444,0.00063005177],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020565592,0.000021191909,0.006920251,0.95888,0.000119188684,0.000017079861,0.000020370564,3.618483e-8,4.0199343e-8,0.000014906746,0.0000774755,0.033908885],"study_design_scores_gemma":[0.00068703893,0.0031670209,0.00032732688,0.79909295,0.005219589,0.00043146752,0.000002000586,0.00013145558,1.17596734e-7,0.000010268526,0.18978876,0.0011420142],"about_ca_topic_score_codex":0.0021232124,"about_ca_topic_score_gemma":0.000551174,"teacher_disagreement_score":0.18971129,"about_ca_system_score_codex":0.00038012263,"about_ca_system_score_gemma":0.000009086054,"threshold_uncertainty_score":0.9998856},"labels":[],"label_agreement":null},{"id":"W2971012078","doi":"10.1016/j.gecco.2019.e00764","title":"Spatial distribution of flow currents and habitats in artificial buffer zones for ecosystem-based coastal engineering","year":2019,"lang":"en","type":"article","venue":"Global Ecology and Conservation","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"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 Regina","funders":"National Natural Science Foundation of China","keywords":"Habitat; Ecosystem; Ecological engineering; Environmental science; Coastal engineering; Urbanization; Environmental niche modelling; Environmental resource management; Aquatic ecosystem; Biodiversity; Ecological niche; Ecology; Oceanography; Geology","score_opus":0.005083429122456965,"score_gpt":0.19753689294981894,"score_spread":0.19245346382736198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971012078","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":[0.98963076,0.0000058804617,0.009197463,0.00018413858,0.00023675298,0.00035845352,0.0003604449,0.0000087011185,0.000017394164],"genre_scores_gemma":[0.9995361,0.0000012220485,0.00019529408,0.00001957913,0.0000084259855,0.000021248221,0.00021217392,0.000002495173,0.0000034665095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99944454,0.000023109584,0.00019196597,0.00015554234,0.000055750686,0.00012910749],"domain_scores_gemma":[0.99978137,0.000066096654,0.00006291833,0.00005181597,0.000010746185,0.000027029088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001561358,0.00007255424,0.00013473649,0.000012995114,0.000028585557,0.0000080529335,0.000031599753,0.00007673255,0.00002527565],"category_scores_gemma":[0.000043821507,0.000075495984,0.000016435317,0.00006843597,0.000025076984,0.000082011655,0.000042528987,0.000029825303,0.0000083597615],"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":[0.00009967022,0.000034573422,0.99145824,0.00007883572,0.0000035605367,4.4465978e-7,0.000011869004,0.005290329,0.00023921776,0.0003830347,0.000029029343,0.0023711827],"study_design_scores_gemma":[0.00034913185,0.00006727659,0.5715693,0.00001325857,0.0000045719785,0.0000018164677,0.000010857921,0.42763555,0.000019375198,0.00019512705,0.00008830292,0.000045390065],"about_ca_topic_score_codex":0.00045608016,"about_ca_topic_score_gemma":0.0458804,"teacher_disagreement_score":0.42234522,"about_ca_system_score_codex":0.00007192241,"about_ca_system_score_gemma":0.00001213273,"threshold_uncertainty_score":0.9715298},"labels":[],"label_agreement":null},{"id":"W2977961402","doi":"10.1142/9789811204487_0156","title":"SPATIAL AND ANNUAL PATTERNS OF EROSION THRESHOLD AND BIOFILMS IN AN INTERTIDAL AREA, ST. LAWRENCE ESTUARY, CANADA","year":2019,"lang":"en","type":"article","venue":"Coastal Sediments 2019","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Intertidal zone; Estuary; Erosion; Environmental science; Coastal erosion; Oceanography; Geology; Geomorphology","score_opus":0.005001290522940392,"score_gpt":0.19408607981093456,"score_spread":0.18908478928799416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977961402","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":[0.998511,0.000014657895,0.00004102381,0.000034889603,0.00023159626,0.00028992118,0.00056963426,0.000008403959,0.00029883345],"genre_scores_gemma":[0.9995045,0.000011795675,0.000026955158,0.000052178937,0.000010552055,0.000003818504,0.000080187485,0.000012723586,0.00029731114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878484,0.000027118756,0.00025005592,0.00036568518,0.00030410363,0.0002681816],"domain_scores_gemma":[0.9995195,0.000023633575,0.00009129161,0.0002178981,0.000007999444,0.00013964315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118096395,0.00016469638,0.00020915979,0.00003438444,0.000030464325,0.000021333664,0.0001636309,0.0000591076,0.00037424223],"category_scores_gemma":[0.000004230535,0.00014909079,0.000014582298,0.000069020934,0.000054593584,0.00031223122,0.0006435608,0.00010731069,0.000011314617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005717581,0.000057172598,0.9890368,0.00002367494,0.000003870789,0.000007364579,0.00022666749,0.00011078239,0.007852615,0.0000037690106,0.00022713967,0.0023929754],"study_design_scores_gemma":[0.0010214205,0.00034350474,0.98638386,0.00008850533,0.000005981646,0.0000094696525,0.00043708,0.010569837,0.0007298181,0.000016796197,0.00017875822,0.00021496823],"about_ca_topic_score_codex":0.6753456,"about_ca_topic_score_gemma":0.93421406,"teacher_disagreement_score":0.25886846,"about_ca_system_score_codex":0.00008694234,"about_ca_system_score_gemma":0.000026234866,"threshold_uncertainty_score":0.6079746},"labels":[],"label_agreement":null},{"id":"W2980611782","doi":"10.1139/cjb-2019-0037","title":"<i>Isoetes laurentiana</i>, sp. nov. (Isoetaceae) endemic to freshwater tidal marshes in eastern Quebec, Canada","year":2019,"lang":"en","type":"article","venue":"Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Victoria; Canadian Museum of Nature","funders":"","keywords":"Biology; Endemism; Sporangium; Ecology; Habitat; Taxon; Salt marsh; Botany; Spore","score_opus":0.004294864612874869,"score_gpt":0.17951203745827024,"score_spread":0.17521717284539537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980611782","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":[0.9917369,0.00004913896,0.000037523045,0.0005518065,0.00045613825,0.00037170143,0.000057813424,0.000030972256,0.0067080352],"genre_scores_gemma":[0.98153925,0.0000030944327,0.00021324969,0.00051154156,0.000037119724,0.000015411895,0.000007447034,0.000028232771,0.017644625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982597,0.000045822544,0.00030402286,0.0004442652,0.00040476472,0.0005414247],"domain_scores_gemma":[0.9993018,0.000038735456,0.000057441684,0.00041119044,0.0000054256334,0.00018541052],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001613372,0.00021284746,0.00023783797,0.000038871356,0.000038391314,0.00005093175,0.00037889773,0.0000731944,0.0050013354],"category_scores_gemma":[0.000013561683,0.00019614112,0.000047709273,0.00021359127,0.000022233631,0.00018033643,0.00038830595,0.00014629947,0.0028764077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024313787,0.000025667714,0.9747291,0.00001666699,0.000008015244,0.000031654363,0.00013531111,0.00091935997,0.008954289,0.0000096492695,0.014076891,0.0010690561],"study_design_scores_gemma":[0.0007687121,0.000051750074,0.7521303,0.000103061335,0.000013178146,0.00001659585,0.00035299693,0.01237356,0.00046712763,0.00007697915,0.2329099,0.0007358285],"about_ca_topic_score_codex":0.8534572,"about_ca_topic_score_gemma":0.9996413,"teacher_disagreement_score":0.22259882,"about_ca_system_score_codex":0.00062693324,"about_ca_system_score_gemma":0.00005867902,"threshold_uncertainty_score":0.99789995},"labels":[],"label_agreement":null},{"id":"W2982073541","doi":"10.4095/289619","title":"Field guide for monitoring shoreline change, fortress of Louisbourg National Historical Site, Nova Scotia","year":2011,"lang":"en","type":"report","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Nova scotia; Fortress (chess); Shore; Nova (rocket); Field (mathematics); Archaeology; Geography; Oceanography; Geology; History; Ancient history; Engineering; Aeronautics","score_opus":0.08715692751211054,"score_gpt":0.3120825711167951,"score_spread":0.22492564360468456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982073541","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03468455,0.0011070939,0.02224715,0.00045023425,0.019053431,0.00465468,0.0009385932,0.00023360488,0.9166307],"genre_scores_gemma":[0.72514594,0.00094464136,0.025885032,0.00016331697,0.006623867,0.00046526716,0.0010126558,0.00028270515,0.23947658],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99723774,0.000013440626,0.0007860595,0.0004922332,0.0011168559,0.00035367245],"domain_scores_gemma":[0.9987619,0.00016542236,0.00042315898,0.00033873436,0.00018463783,0.00012614472],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006137564,0.0002964933,0.0005140336,0.000114483984,0.000053312255,0.000013382661,0.00035466487,0.00037666375,0.0028407073],"category_scores_gemma":[0.00032538734,0.0002669543,0.00025374413,0.00015379387,0.000027896396,0.0001310643,0.00042314947,0.00019514291,0.00009696919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120472265,0.0003444874,0.34477302,0.00082887616,0.00011508284,0.000023344177,0.00020809674,0.00008329878,0.00020890418,0.00006233565,0.6292912,0.023940893],"study_design_scores_gemma":[0.00042273765,0.0003981855,0.019532202,0.00037992522,0.00012839212,0.00006434688,0.000028277129,0.0017530095,0.00046853512,0.00017406013,0.9758439,0.00080641045],"about_ca_topic_score_codex":0.04181062,"about_ca_topic_score_gemma":0.047799412,"teacher_disagreement_score":0.6904614,"about_ca_system_score_codex":0.0021445532,"about_ca_system_score_gemma":0.000095285206,"threshold_uncertainty_score":0.99997824},"labels":[],"label_agreement":null},{"id":"W2982097879","doi":"10.11575/prism/32959","title":"Calgary Wetlands Clean-up and Preservation Proposal","year":2018,"lang":"en","type":"article","venue":"Open MIND","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Wetland; Clean Water Act; Environmental science; Water quality; Ecology","score_opus":0.018602946136702297,"score_gpt":0.260106590236676,"score_spread":0.24150364409997369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982097879","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":[0.9142966,0.0000017936371,0.0002463558,0.00016425645,0.0001113562,0.00030210795,0.0000070753017,0.0000018986543,0.08486856],"genre_scores_gemma":[0.9821555,0.000002679969,0.0038583828,0.000020574109,0.000043723412,0.000007638132,0.000019228839,0.000008146959,0.01388411],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993475,0.000024308252,0.000115540905,0.00023814109,0.00012495721,0.00014953237],"domain_scores_gemma":[0.9996909,0.00001313344,0.00004063634,0.00017832183,0.0000058389573,0.00007119251],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022112152,0.00007254032,0.00007874088,0.000010716502,0.00011675975,0.00011554335,0.00023572973,0.000041016516,0.0052592736],"category_scores_gemma":[0.000017983879,0.00006060764,0.00000997507,0.00008499887,0.00009116835,0.00044546352,0.0007167891,0.000045053388,0.001558925],"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":[0.00011337916,0.000053696836,0.46931854,0.000009246779,0.000010204648,0.000005295089,0.0013169366,0.000008935004,0.0040099015,0.00005234577,0.0028525498,0.522249],"study_design_scores_gemma":[0.0014420782,0.00051334413,0.6966495,0.000060667073,0.00003037442,0.00005769501,0.00038978268,0.09317195,0.0045366893,0.0010374652,0.20156814,0.0005423135],"about_ca_topic_score_codex":0.00069016585,"about_ca_topic_score_gemma":0.010932253,"teacher_disagreement_score":0.52170664,"about_ca_system_score_codex":0.000038871956,"about_ca_system_score_gemma":0.0000107573005,"threshold_uncertainty_score":0.99921846},"labels":[],"label_agreement":null},{"id":"W2983835912","doi":"10.5194/bgd-9-1115-2012","title":"High resolution record of carbon accumulation rates during boreal peatland initiation","year":2012,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; European Science Foundation","keywords":"Peat; Wetland; Boreal; Marsh; Holocene; Climate change; Sea level; Physical geography; Environmental science; Shore; Carbon sink; Oceanography; Bog; Sink (geography); Geology; Climatology; Ecology; Geography; Paleontology","score_opus":0.017228911134772314,"score_gpt":0.24103307783544878,"score_spread":0.22380416670067646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983835912","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":[0.98213595,0.0000054386164,0.00035489514,0.000026169308,0.00014241981,0.00011639905,0.0000036278334,0.000029990037,0.017185109],"genre_scores_gemma":[0.9990706,0.000007759796,0.0005723902,0.000004690987,0.00006699654,0.000004968786,0.00004789011,0.0000073420542,0.00021738159],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993345,0.000036107573,0.00019635088,0.000104009894,0.00015190335,0.00017708518],"domain_scores_gemma":[0.99970275,0.000025419095,0.00009766853,0.00011852502,0.0000062277113,0.000049394963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017598139,0.000070200585,0.00008772372,0.000030823623,0.000045129178,0.0000077378445,0.000049493538,0.000048217134,0.00026685037],"category_scores_gemma":[0.000020710517,0.00006243284,0.000021363112,0.00012021423,0.000017214865,0.0003135993,0.000078477016,0.000038070302,0.00003191107],"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":[0.000028982586,0.00002724891,0.99136704,0.000013052077,0.0000028681568,1.84817e-7,0.00013152174,0.0012888337,0.0063006235,0.00007965834,0.00002800004,0.0007319909],"study_design_scores_gemma":[0.00020996756,0.00002195751,0.97784287,0.000008628164,0.000007432105,0.0000025949698,0.000036590143,0.018520089,0.0031236182,0.00010257172,0.000044338176,0.00007933386],"about_ca_topic_score_codex":0.006807903,"about_ca_topic_score_gemma":0.0034139974,"teacher_disagreement_score":0.017231256,"about_ca_system_score_codex":0.00014302581,"about_ca_system_score_gemma":0.0000022264371,"threshold_uncertainty_score":0.99980587},"labels":[],"label_agreement":null},{"id":"W2986379837","doi":"10.1007/s13131-019-1359-9","title":"Late Holocene mangrove development and response to sea level change in the northwestern South China Sea","year":2019,"lang":"en","type":"article","venue":"Acta Oceanologica Sinica","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mangrove; Holocene; Oceanography; Sea level; Climate change; Bay; Physical geography; Environmental science; Geology; Monsoon; Sediment; Climatology; Geography; Ecology; Geomorphology","score_opus":0.029275157350882663,"score_gpt":0.2342663262538246,"score_spread":0.20499116890294194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986379837","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":[0.9951838,0.0000133887215,0.0000066589346,0.002643327,0.00008193232,0.0007033472,0.000055586755,0.000044122422,0.0012678154],"genre_scores_gemma":[0.99761766,0.000011399766,0.00042037107,0.0012022184,0.000016300124,0.000031768588,0.000018635994,0.000016356336,0.000665263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982817,0.00018405916,0.00028763886,0.0005139261,0.00027833984,0.0004543172],"domain_scores_gemma":[0.9991358,0.00016937646,0.00009687303,0.000488478,0.000004440936,0.00010506687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008443402,0.00021717804,0.00023542337,0.000058833888,0.00010622142,0.000058789123,0.0005323707,0.000121436715,0.00017177028],"category_scores_gemma":[0.00006217275,0.00014363427,0.000036238627,0.00028870231,0.000065847424,0.00015387945,0.0008109638,0.00019954426,0.0007401704],"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":[0.00031753033,0.00007884349,0.98128384,0.00000995329,0.000008832901,0.000043448155,0.009882172,0.000031283704,0.00032020154,0.0000045893075,0.00011715113,0.007902134],"study_design_scores_gemma":[0.00039678524,0.00020447747,0.9940184,0.000023161241,0.00000461576,0.000019988827,0.00037294798,0.0005052469,0.000046771678,0.000019972498,0.0041596196,0.00022802886],"about_ca_topic_score_codex":0.00029417823,"about_ca_topic_score_gemma":0.0019360159,"teacher_disagreement_score":0.012734524,"about_ca_system_score_codex":0.00014057089,"about_ca_system_score_gemma":0.000016565136,"threshold_uncertainty_score":0.95136404},"labels":[],"label_agreement":null},{"id":"W2990424650","doi":"10.3390/su11236735","title":"Institutional Innovation for Nature-Based Coastal Adaptation: Lessons from Salt Marsh Restoration in Nova Scotia, Canada","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University; Dalhousie University","funders":"Natural Resources Canada; Government of Canada","keywords":"Adaptation (eye); Autonomy; Nova scotia; Business; Adaptive capacity; Climate change; Public relations; Political science; Environmental planning; Knowledge management; Environmental resource management; Sociology; Computer science; Geography; Economics; Ecology; Psychology","score_opus":0.00890407429473585,"score_gpt":0.24484148932947833,"score_spread":0.23593741503474247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990424650","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":[0.9854589,0.0000047977865,0.009737294,0.0025903992,0.00046400054,0.0010671336,0.00026247714,0.000019659068,0.00039533753],"genre_scores_gemma":[0.9979306,8.137036e-8,0.00085507013,0.00019151483,0.0000322284,0.0000311009,0.0008147437,0.0000093297,0.00013535112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985775,0.000062672785,0.00034721062,0.00039958,0.00035501894,0.00025803212],"domain_scores_gemma":[0.99922925,0.0001508062,0.00011716336,0.0002897397,0.00016995832,0.000043086773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047679886,0.0001298284,0.00014887124,0.00006294391,0.00008298504,0.000029958568,0.00014744108,0.00012758427,0.00029444846],"category_scores_gemma":[0.0005520752,0.00013878291,0.000028322575,0.0006052235,0.000066365414,0.00030395834,0.00008361382,0.00019632875,0.000016241103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026091057,0.00009883469,0.85224015,0.00010645601,0.000004377272,0.0000049397777,0.000103226674,0.13797183,0.00024501994,0.005772355,0.0005373928,0.0026545115],"study_design_scores_gemma":[0.000967069,0.00006116927,0.8592554,0.000018076134,0.000004545034,6.8424475e-7,0.0004587728,0.12775908,0.00013307983,0.008123922,0.0029994731,0.00021875983],"about_ca_topic_score_codex":0.7814943,"about_ca_topic_score_gemma":0.9939044,"teacher_disagreement_score":0.21241005,"about_ca_system_score_codex":0.0044561154,"about_ca_system_score_gemma":0.0016140661,"threshold_uncertainty_score":0.9993656},"labels":[],"label_agreement":null},{"id":"W2991401733","doi":"10.1002/lol2.10131","title":"Is limnology becoming increasingly abiotic, riverine, and global?","year":2019,"lang":"en","type":"article","venue":"Limnology and Oceanography Letters","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Limnology; Abiotic component; Context (archaeology); Ecology; Data science; Geography; Biology; Computer science","score_opus":0.003869577330507412,"score_gpt":0.18696999360112415,"score_spread":0.18310041627061674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991401733","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":[0.99376947,0.00013716878,0.00008245403,0.0040410063,0.00024198406,0.00017274967,0.000018537477,0.000062972904,0.0014736538],"genre_scores_gemma":[0.9944125,0.000119974924,0.00067469984,0.004713711,0.000019914922,0.0000020905754,0.0000060940492,0.000010497851,0.000040555267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987733,0.00005890668,0.00018930616,0.00047467145,0.00009236209,0.00041147418],"domain_scores_gemma":[0.99950296,0.00006244949,0.000078675446,0.0002472871,0.000003535537,0.00010508562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011231867,0.00019976034,0.00025104254,0.00007818644,0.00013239589,0.000030284262,0.00016242352,0.00016314145,0.00023931629],"category_scores_gemma":[0.000008172394,0.00018968359,0.00006333181,0.00023218861,0.0004127051,0.00017178386,0.0003757257,0.00016167217,0.000157955],"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":[0.00004298443,0.000019400446,0.9952506,0.000021944512,0.000041257983,0.000014459967,0.00027361288,0.000008279914,0.0015102698,0.00021859347,0.00046112353,0.0021374945],"study_design_scores_gemma":[0.0007328248,0.00013871786,0.99360704,0.000016215032,0.00003178647,0.00020211616,0.00013076281,0.00093699223,0.000054223907,0.000646952,0.0032339606,0.00026838024],"about_ca_topic_score_codex":0.00024753597,"about_ca_topic_score_gemma":0.00029867818,"teacher_disagreement_score":0.002772837,"about_ca_system_score_codex":0.000032952386,"about_ca_system_score_gemma":0.0000026410055,"threshold_uncertainty_score":0.77350724},"labels":[],"label_agreement":null},{"id":"W2991417454","doi":"10.1029/2018jc014732","title":"Estuarine Responses to Long‐Term Changes in Inlets, Morphology, and Sea Level Rise","year":2019,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"National Science Foundation","keywords":"Estuary; Bathymetry; Inlet; Geology; Barrier island; Oceanography; Forcing (mathematics); Sea level; Storm; Sediment; Current (fluid); Geomorphology; Climatology; Shore","score_opus":0.04029119854065612,"score_gpt":0.32565536049091026,"score_spread":0.28536416195025416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991417454","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":[0.99636865,0.000026216561,0.000045735207,0.00277889,0.00008503414,0.00025530788,0.000018760806,0.000004425351,0.00041695999],"genre_scores_gemma":[0.9966959,0.000098203294,0.00017623855,0.00007887678,0.00008903465,0.000003036707,0.0000012210627,0.000015055964,0.0028424722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787647,0.000281409,0.00027519613,0.00024701573,0.00080469967,0.0005152269],"domain_scores_gemma":[0.99877954,0.00050509156,0.000080421254,0.00023634508,0.00005381306,0.00034478604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016849432,0.00012310172,0.000299386,0.00025674165,0.0000674416,0.000051556784,0.00039022652,0.00006647436,0.00033845124],"category_scores_gemma":[0.00040341655,0.00009749274,0.000049476752,0.0004315416,0.00016238492,0.00020125497,0.00075705146,0.00061741937,0.0005347155],"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":[0.00062693976,0.00020197639,0.97439593,0.00002853148,0.000010996003,0.00029700942,0.00035481062,0.000060741684,0.013768854,0.000032768323,0.0011501027,0.009071325],"study_design_scores_gemma":[0.00055924256,0.0010565564,0.99628603,0.000078706566,0.0000036888366,0.00009591687,0.000079982856,0.00067377934,0.00020841748,0.00028226097,0.0005685694,0.00010685934],"about_ca_topic_score_codex":0.0009699604,"about_ca_topic_score_gemma":0.0051126806,"teacher_disagreement_score":0.021890074,"about_ca_system_score_codex":0.0002618099,"about_ca_system_score_gemma":0.000042711956,"threshold_uncertainty_score":0.6872864},"labels":[],"label_agreement":null},{"id":"W2993966241","doi":"10.1002/ece3.5820","title":"Invasive <i>Phragmites australis</i> management outcomes and native plant recovery are context dependent","year":2019,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":54,"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":"U.S. Fish and Wildlife Service; National Oceanic and Atmospheric Administration; Intermountain West Joint Venture; Society of Wetland Scientists; Institute for Wetland and Waterfowl Research, Ducks Unlimited Canada; Utah Agricultural Experiment Station","keywords":"Phragmites; Context (archaeology); Plant community; Native plant; Environmental science; Forb; Ecology; Agronomy; Biology; Wetland; Introduced species; Ecological succession; Grassland","score_opus":0.005155190624958458,"score_gpt":0.18396053476024998,"score_spread":0.17880534413529153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993966241","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":[0.99571043,0.000060898597,0.00004476225,0.00024400285,0.00029384677,0.00034481756,0.000042926873,0.000017676944,0.003240617],"genre_scores_gemma":[0.99676955,0.000102570564,0.000052533516,0.00017502837,0.000008082068,0.000020153988,0.000016203823,0.000005148376,0.0028507262],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992514,0.000049030274,0.00013449661,0.0002788527,0.00009287533,0.00019329306],"domain_scores_gemma":[0.9996471,0.00010900043,0.00008013874,0.00010783063,0.000004284736,0.000051640014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016056377,0.000109112036,0.00016966376,0.0000364525,0.000102586084,0.000015474465,0.000060596645,0.00008558049,0.0002929701],"category_scores_gemma":[0.000017885328,0.000095609066,0.000026081334,0.000044059976,0.00006660789,0.00018204785,0.000227056,0.00007987679,0.00030076632],"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":[0.000046613965,0.00002680239,0.99777573,0.000033110042,0.000049971666,0.000011749431,0.000104206054,0.0003091554,0.00006258672,0.00057407387,0.00064442155,0.00036155572],"study_design_scores_gemma":[0.00052498543,0.00011890001,0.9959639,0.000018302751,0.000024225656,0.00002646055,0.0008593264,0.00045355342,0.000020682308,0.0014273248,0.0004408534,0.00012151938],"about_ca_topic_score_codex":0.0002382248,"about_ca_topic_score_gemma":0.017167384,"teacher_disagreement_score":0.016929159,"about_ca_system_score_codex":0.00018381095,"about_ca_system_score_gemma":0.0000037053608,"threshold_uncertainty_score":0.95798033},"labels":[],"label_agreement":null},{"id":"W2994876069","doi":"10.1029/2019jg005345","title":"Influence of Macrobenthos (<i>Meretrix meretrix</i> Linnaeus) on Erosion‐Accretion Processes in Intertidal Flats: A Case Study From a Cultivation Zone","year":2019,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"Fundamental Research Funds for the Central Universities; State Key Laboratory of Marine Geology; Tongji University; National Natural Science Foundation of China","keywords":"Intertidal zone; Benthic zone; Accretion (finance); Erosion; Sediment; Oceanography; Sedimentary rock; Population; Hydrology (agriculture); Fishery; Geology; Environmental science; Biology; Geomorphology; Geotechnical engineering; Physics; Paleontology","score_opus":0.02119943572120907,"score_gpt":0.3152398318114173,"score_spread":0.2940403960902082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994876069","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":[0.9990329,0.00002105749,0.000058337242,0.00011554127,0.00010026484,0.0005650543,0.00002809166,0.0000061577425,0.00007259195],"genre_scores_gemma":[0.9996971,0.00003608323,0.00011914901,0.00001766178,0.00005206778,0.000009212266,0.0000019806319,0.000009142582,0.00005762389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957229,0.00038153108,0.0007898757,0.00043705493,0.002219963,0.0004487123],"domain_scores_gemma":[0.997892,0.0009060846,0.00045763142,0.0002769536,0.0002743117,0.00019301852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022173396,0.00017265652,0.0003957326,0.0004221603,0.00013299152,0.00009818719,0.0007167613,0.00007659843,0.00011632517],"category_scores_gemma":[0.0011622449,0.00012229479,0.00008685981,0.0029777368,0.00035390694,0.0009431303,0.00045805247,0.00058524904,0.00012312448],"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":[0.00044122207,0.0013664988,0.9104098,0.00004372219,0.000012047493,0.00027015625,0.0021990666,0.001085336,0.081418104,0.0000093602175,0.000020082927,0.0027246093],"study_design_scores_gemma":[0.0013764632,0.005677396,0.9673378,0.0006098248,0.000012071734,0.00008469155,0.0091759395,0.007828348,0.0071766716,0.00041988338,0.00006596734,0.00023496452],"about_ca_topic_score_codex":0.05820626,"about_ca_topic_score_gemma":0.0101334825,"teacher_disagreement_score":0.07424143,"about_ca_system_score_codex":0.00028070042,"about_ca_system_score_gemma":0.00014241943,"threshold_uncertainty_score":0.9480652},"labels":[],"label_agreement":null},{"id":"W2995262316","doi":"","title":"Salt marsh ecohydrological zonation due to heterogeneous vegetation - groundwater - surface water interactions","year":2011,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Waterloo","funders":"","keywords":"Salt marsh; Hydrology (agriculture); Ecohydrology; Vegetation (pathology); Environmental science; Evapotranspiration; Marsh; Groundwater; Wetland; Spatial heterogeneity; Sediment; Intertidal zone; Geology; Spatial variability; Ecosystem; Ecology; Oceanography; Geomorphology","score_opus":0.017777046521656722,"score_gpt":0.2193032823031821,"score_spread":0.2015262357815254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995262316","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":[0.9779084,0.0000032374253,0.00030790037,0.00016072337,0.0004172758,0.0002608528,0.0000027197384,0.00011963191,0.020819264],"genre_scores_gemma":[0.99683255,0.0000013717024,0.0024358328,0.00020569017,0.000047081267,0.000018739156,0.000037788926,0.000026448919,0.00039449672],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9983845,0.00007613691,0.00040290316,0.00042349537,0.00026283512,0.00045014182],"domain_scores_gemma":[0.9994042,0.00006650773,0.000098877055,0.0002358003,0.000018135901,0.00017646917],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042931573,0.00019460531,0.00016758154,0.00004553281,0.00017332123,0.00007973169,0.00021583156,0.00009492569,0.00022862214],"category_scores_gemma":[0.00005233622,0.00015289595,0.0000661498,0.00008912044,0.000034439436,0.0003221074,0.00023425992,0.00015947832,0.0048240055],"study_design_candidate":"observational","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":[0.00021810774,0.0007904281,0.29765996,0.000074898744,0.00007802947,0.0004512538,0.0076723173,0.5997748,0.08726321,0.000024133262,0.00040274364,0.0055901036],"study_design_scores_gemma":[0.0007524315,0.0006540281,0.90175873,0.00016349129,0.00008436863,0.00070053944,0.00015574407,0.041217096,0.045344155,0.0019434271,0.00588435,0.0013416108],"about_ca_topic_score_codex":0.012705059,"about_ca_topic_score_gemma":0.050546233,"teacher_disagreement_score":0.6040988,"about_ca_system_score_codex":0.00020649402,"about_ca_system_score_gemma":0.0000035021717,"threshold_uncertainty_score":0.9959509},"labels":[],"label_agreement":null},{"id":"W2997729516","doi":"10.1002/9781119300762.wsts0200","title":"Canopy‐Forming Ecosystem Engineers in Aquatic Ecosystems","year":2019,"lang":"en","type":"other","venue":"Encyclopedia of Water","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Guelph","funders":"","keywords":"Macrophyte; Environmental science; Ecosystem; Aquatic ecosystem; Ecology; Ecosystem engineer; Biogeochemical cycle; Ecosystem ecology; Earth science; Geology; Biology","score_opus":0.0031430132591808418,"score_gpt":0.17582210213190683,"score_spread":0.17267908887272598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997729516","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":[0.0445174,0.00009812694,0.00006037725,0.000024936247,0.0016552605,0.000963158,0.00009893163,0.00008331057,0.9524985],"genre_scores_gemma":[0.19331053,0.00013881693,0.0001828998,0.0000112458765,0.00020634064,0.00006205574,0.000113060734,0.00044750256,0.80552757],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784935,0.00006500811,0.00063085556,0.0004762997,0.00041529845,0.00056320336],"domain_scores_gemma":[0.9990454,0.00004082424,0.00022118,0.0005904248,0.0000026538253,0.000099533434],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003269219,0.00039244478,0.0006889431,0.0002724027,0.000015369475,0.000014575362,0.00043902243,0.00032451036,0.0046484955],"category_scores_gemma":[0.000014792009,0.00029261038,0.00011613905,0.00015366124,0.00002266226,0.00009771266,0.00028384165,0.00020993598,0.006623575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006371549,0.00038470488,0.26119938,0.0072763427,0.00032327423,0.0002583462,0.007632152,0.009982857,0.00092871994,0.00011649565,0.7054261,0.006407941],"study_design_scores_gemma":[0.000505173,0.00004891425,0.00018963087,0.0007067275,0.000029930487,0.000013549749,0.00014851824,0.007150007,0.00010647565,0.000018049066,0.990502,0.00058100594],"about_ca_topic_score_codex":0.007964052,"about_ca_topic_score_gemma":0.08107652,"teacher_disagreement_score":0.28507593,"about_ca_system_score_codex":0.00037826216,"about_ca_system_score_gemma":0.000021645685,"threshold_uncertainty_score":0.9999526},"labels":[],"label_agreement":null},{"id":"W2997902596","doi":"10.1016/j.ijsrc.2019.12.005","title":"Two-dimensional modeling of fine sediment transport with mixed sediment and consolidation: Application to the Gironde Estuary, France","year":2020,"lang":"en","type":"article","venue":"International Journal of Sediment Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Innovation and Networks Executive Agency; Connecting Europe Facility","keywords":"Estuary; Sediment transport; Sediment; Beach morphodynamics; Environmental science; Hydrology (agriculture); Geology; Turbidity; Dredging; Oceanography; Geomorphology; Geotechnical engineering","score_opus":0.022507382552797685,"score_gpt":0.2924760862731692,"score_spread":0.2699687037203715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997902596","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":[0.95459324,0.00010411294,0.022150198,0.02200808,0.0001523022,0.0004970299,0.000026553544,0.000006875942,0.00046160317],"genre_scores_gemma":[0.9965844,0.000018677778,0.0027631337,0.00032809566,0.00019473513,0.000022680562,0.000015239519,0.000013001133,0.000059994996],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966657,0.00008381785,0.00054754183,0.0002572737,0.0022225939,0.00022308486],"domain_scores_gemma":[0.999019,0.00012009004,0.00020201797,0.00014880113,0.00028083703,0.00022924117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011784589,0.00013105925,0.0001948946,0.00009930895,0.00009973445,0.000031832296,0.0005287495,0.000032957178,0.00025393144],"category_scores_gemma":[0.000029988292,0.00008896632,0.000051594685,0.0002616819,0.000118137075,0.00019565783,0.00025813482,0.00029754816,0.00003749663],"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":[0.0009367133,0.00024778952,0.03170883,0.00002604202,0.00018930876,0.000043569922,0.0014601639,0.9383886,0.01820088,0.0002604212,0.0012142847,0.0073234346],"study_design_scores_gemma":[0.0039739655,0.0016432479,0.017733974,0.00027551973,0.00006037564,0.00020809831,0.00083026075,0.9567018,0.009305397,0.00040648782,0.008527738,0.00033313807],"about_ca_topic_score_codex":0.0003471886,"about_ca_topic_score_gemma":0.0001852608,"teacher_disagreement_score":0.041991197,"about_ca_system_score_codex":0.00020274587,"about_ca_system_score_gemma":0.00007230957,"threshold_uncertainty_score":0.36279413},"labels":[],"label_agreement":null},{"id":"W2998826473","doi":"10.1007/s13157-019-01264-6","title":"Carbon Accumulation in Freshwater Marsh Soils: a Synthesis for Temperate North America","year":2020,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Marsh; Wetland; Temperate climate; Peat; Blue carbon; Salt marsh; Soil carbon; Environmental science; Total organic carbon; Carbon fibers; Carbon cycle; Carbon sink; Soil water; Ecology; Carbon sequestration; Hydrology (agriculture); Ecosystem; Soil science; Geology; Carbon dioxide; Biology","score_opus":0.019542969861890545,"score_gpt":0.226917047132584,"score_spread":0.20737407727069346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998826473","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":[0.99644935,0.00000344424,0.00043653185,0.00072021264,0.000053546755,0.00029012174,0.00007707533,0.000046265497,0.0019234599],"genre_scores_gemma":[0.99891037,0.000006828408,0.00046543428,0.00025378217,0.00006131391,0.00009303843,0.000066547924,0.000020146277,0.00012252608],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990406,0.00003278639,0.00021743034,0.0002979231,0.00014698466,0.00026429706],"domain_scores_gemma":[0.9996319,0.000066986686,0.0000559253,0.00014301811,0.000004485382,0.000097713135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008340361,0.00012953092,0.00018352174,0.000028672217,0.000045779878,0.000032266344,0.00015054611,0.000049335227,0.00032082156],"category_scores_gemma":[0.0000657025,0.000112878035,0.000049277478,0.00022964906,0.000024099054,0.00010359058,0.000113876486,0.00006748897,0.00011831082],"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":[0.00010288061,0.000027796988,0.9777096,0.000033410444,0.000007911172,0.000005930245,0.0006537231,0.013590892,0.0013159884,0.0000016952674,0.0005232101,0.006026976],"study_design_scores_gemma":[0.0005294381,0.0000992427,0.18019415,0.000017421155,0.000016401927,0.0000016980965,0.00009895213,0.80514413,0.00029495222,0.000044906046,0.013283265,0.00027546575],"about_ca_topic_score_codex":0.00089578575,"about_ca_topic_score_gemma":0.033165846,"teacher_disagreement_score":0.79751545,"about_ca_system_score_codex":0.00009359332,"about_ca_system_score_gemma":0.000006599317,"threshold_uncertainty_score":0.9844763},"labels":[],"label_agreement":null},{"id":"W3000439259","doi":"10.5194/hess-24-1871-2020","title":"A novel approach for the assessment of morphological evolution based on observed water levels in tide-dominated estuaries","year":2020,"lang":"en","type":"article","venue":"Hydrology and earth system sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Estuary; Tidal range; Forcing (mathematics); Water level; Environmental science; Hydrology (agriculture); Bay; Dredging; Oceanography; Geology; Climatology; Geography; Geotechnical engineering","score_opus":0.048290282230583584,"score_gpt":0.2397319462254716,"score_spread":0.191441663994888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000439259","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":[0.9302244,0.00001195905,0.06718151,0.0008695126,0.000062794985,0.0005065132,0.000020501288,0.000017561995,0.0011051999],"genre_scores_gemma":[0.99722904,4.0966512e-7,0.0025538446,0.00013310269,0.000010817232,0.00005282207,0.0000052553123,0.0000029944995,0.000011726169],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885124,0.00011012506,0.00025081998,0.00034083694,0.00019203966,0.00025490945],"domain_scores_gemma":[0.99954045,0.00022481137,0.00007647665,0.000104156046,0.0000063714706,0.00004774587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011753007,0.00010414592,0.00021508668,0.000029693734,0.00022443316,0.00002082823,0.00022474234,0.00007624988,0.00003425472],"category_scores_gemma":[0.00003628501,0.00005430045,0.000037108362,0.00019401479,0.00045946418,0.00008214728,0.000103836675,0.00008088703,0.000005512591],"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":[0.00012125969,0.00011046747,0.3385018,0.0001299928,0.000009599042,0.000006131599,0.00042118394,0.6412329,0.017880237,0.0013012729,0.000018035695,0.00026709595],"study_design_scores_gemma":[0.00036978233,0.00035755849,0.17495626,0.000009982994,0.0000068234353,0.000014605012,0.0003007034,0.8237454,0.00013834708,0.000019599336,0.000019358224,0.000061550614],"about_ca_topic_score_codex":0.00032981666,"about_ca_topic_score_gemma":0.00028116594,"teacher_disagreement_score":0.18251252,"about_ca_system_score_codex":0.000027554652,"about_ca_system_score_gemma":0.000016703934,"threshold_uncertainty_score":0.22143081},"labels":[],"label_agreement":null},{"id":"W3001599570","doi":"10.1016/j.jhydrol.2020.124566","title":"Interaction of mangrove surface coverage and groundwater inputs on the temperature and water level near Tulum, Quintana Roo, Mexico: Observations and modelling","year":2020,"lang":"en","type":"article","venue":"Journal of Hydrology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mangrove; Groundwater; Transect; Environmental science; Hydrology (agriculture); Cave; Water table; Water level; Storm; Groundwater flow; Terrain; Geology; Aquifer; Oceanography; Ecology; Geography","score_opus":0.027671152143919128,"score_gpt":0.20959881997636967,"score_spread":0.18192766783245054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001599570","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":[0.9907116,0.00003256818,0.0010890646,0.007934902,0.00007257236,0.0000745299,0.000008689247,0.0000025244763,0.000073509334],"genre_scores_gemma":[0.9988993,0.000072611,0.00022271849,0.0007386702,0.000024234596,4.287787e-7,0.0000018854521,0.0000075265048,0.000032618023],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931276,0.00006954383,0.0002463974,0.00012108045,0.00013575383,0.000114450275],"domain_scores_gemma":[0.9996537,0.000078294775,0.0001236585,0.0000646741,0.00001558873,0.00006406236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025815977,0.000089745125,0.0001756186,0.000015089626,0.00008996002,0.000043311742,0.00007254957,0.000062061954,0.00005983994],"category_scores_gemma":[0.000016565877,0.000051555664,0.000026279875,0.000038498783,0.00008353132,0.00023998911,0.00012590546,0.00022954168,0.0000032623607],"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":[0.0009547843,0.00011833833,0.1113621,0.00008345714,0.00015999144,0.00007037576,0.010957833,0.6075401,0.26710352,0.00015076199,0.0009261286,0.0005726401],"study_design_scores_gemma":[0.0011153198,0.0014641369,0.028339759,0.00006286695,0.000079598016,0.0006771885,0.00038996816,0.95598954,0.006777681,0.0016989848,0.0031684963,0.00023643795],"about_ca_topic_score_codex":0.0001204758,"about_ca_topic_score_gemma":0.00020295504,"teacher_disagreement_score":0.3484495,"about_ca_system_score_codex":0.000034535886,"about_ca_system_score_gemma":0.0000045520314,"threshold_uncertainty_score":0.2102379},"labels":[],"label_agreement":null},{"id":"W3002346290","doi":"10.3354/aei00350","title":"Effect of substrate type and pellet age on the resuspension of Atlantic salmon faecal material","year":2020,"lang":"en","type":"article","venue":"Aquaculture Environment Interactions","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Norges Forskningsråd; University of Oxford","keywords":"Salmo; Substrate (aquarium); Pellets; Pellet; Particle (ecology); Geology; Drag; Environmental science; Animal science; Mineralogy; Fishery; Fish <Actinopterygii>; Oceanography; Biology; Ecology; Mechanics","score_opus":0.010259992472330219,"score_gpt":0.21731114824165604,"score_spread":0.2070511557693258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002346290","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":[0.99691427,0.000003596969,0.000020427344,0.00090938533,0.000093527786,0.00035217102,0.000030245801,0.000010077461,0.0016663239],"genre_scores_gemma":[0.9995976,0.00002684574,0.000037641028,0.000059522958,0.000033152544,0.000008470502,0.000044826553,0.000010392977,0.00018152544],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991315,0.00012579582,0.00022264484,0.00020814619,0.00019713846,0.0001147579],"domain_scores_gemma":[0.99947196,0.00015511618,0.00012793513,0.00018287046,0.0000021303158,0.00005996773],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012052463,0.00013588612,0.00019089528,0.000010508947,0.00006471194,0.000014671028,0.00012455795,0.00004512266,0.0020325957],"category_scores_gemma":[0.000045629928,0.000081357604,0.000048827234,0.00008079859,0.00010935086,0.00006912708,0.00014524904,0.00013885422,0.0003272585],"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":[0.0013905172,0.00018163651,0.033414662,0.00011033341,0.00007680909,0.000031371914,0.0014539781,0.0032021638,0.94947654,0.0003056561,0.009614284,0.00074203295],"study_design_scores_gemma":[0.0034620774,0.010570013,0.27190262,0.00064295635,0.0006471982,0.00016166225,0.0014620492,0.023797065,0.5036023,0.00019936464,0.18207572,0.0014769178],"about_ca_topic_score_codex":0.000170669,"about_ca_topic_score_gemma":0.000120636265,"teacher_disagreement_score":0.4458742,"about_ca_system_score_codex":0.000039697752,"about_ca_system_score_gemma":0.0000012963723,"threshold_uncertainty_score":0.9988797},"labels":[],"label_agreement":null},{"id":"W3002553555","doi":"10.1029/2019gb006349","title":"Tidal Wetland Gross Primary Production Across the Continental United States, 2000–2019","year":2020,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":56,"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 British Columbia","funders":"National Aeronautics and Space Administration; National Science Foundation","keywords":"Wetland; Primary production; Eddy covariance; Environmental science; Moderate-resolution imaging spectroradiometer; Carbon cycle; Hydrology (agriculture); Geology; Ecosystem; Ecology; Biology","score_opus":0.006954604834833982,"score_gpt":0.21540445657079607,"score_spread":0.2084498517359621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002553555","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":[0.99038404,0.00008039171,0.00003937638,0.0061260625,0.00019131151,0.00032471478,0.0016304875,0.00013736886,0.00108625],"genre_scores_gemma":[0.99670875,0.000038671504,0.000116480034,0.0012347581,0.00016731858,0.000011185812,0.0016467625,0.000013290345,0.00006278596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982196,0.00005376962,0.0002960254,0.00051072764,0.00040706486,0.00051282934],"domain_scores_gemma":[0.9993576,0.000031309068,0.00010088098,0.0002698037,0.00001528892,0.00022512036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016514807,0.0002328615,0.00020486397,0.000006344131,0.0002096084,0.00009243831,0.00042017573,0.0001087693,0.00019515671],"category_scores_gemma":[0.00007562975,0.00016699954,0.0000961648,0.0005644529,0.00033021497,0.00015532039,0.0006748501,0.00017891527,0.00074303075],"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":[0.00046491378,0.00019816913,0.81391025,0.000062306324,0.000057104007,0.000031208598,0.00082519115,0.0010280448,0.0705295,0.000043668504,0.10687974,0.005969904],"study_design_scores_gemma":[0.0035186715,0.00039828438,0.5379201,0.00010763681,0.00014350297,0.000500173,0.002327897,0.017758783,0.03618254,0.003716989,0.3951549,0.0022705242],"about_ca_topic_score_codex":0.0021257505,"about_ca_topic_score_gemma":0.00062360475,"teacher_disagreement_score":0.28827515,"about_ca_system_score_codex":0.0003197994,"about_ca_system_score_gemma":0.000012764905,"threshold_uncertainty_score":0.95504045},"labels":[],"label_agreement":null},{"id":"W3004120355","doi":"10.1016/j.marpolbul.2019.110840","title":"A preliminary study on upstream migration of mangroves in response to changing environment along River Hooghly, India","year":2020,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Science and Engineering Research Board; University of Calcutta","keywords":"Mangrove; Avicennia marina; Environmental science; Ecology; Sediment; Geography; Hydrology (agriculture); Biology; Geology","score_opus":0.006885691006244139,"score_gpt":0.1947291511890507,"score_spread":0.18784346018280657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004120355","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":[0.9921971,0.0000024566577,0.00023420127,0.006210783,0.000029778053,0.0007243625,0.000018078557,0.00002514174,0.00055811467],"genre_scores_gemma":[0.99874926,0.0000021474393,0.00033865162,0.0004023315,0.000021899907,0.00005493213,0.000010959566,0.000015751533,0.00040404644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986294,0.00018432233,0.00030252678,0.00034477114,0.00029908709,0.000239885],"domain_scores_gemma":[0.9995368,0.000048909253,0.0000947842,0.0002091357,0.0000021628312,0.00010821943],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004131476,0.00015131672,0.00017365893,0.00013217215,0.000051672152,0.000010857188,0.0001523527,0.000041776893,0.0010287653],"category_scores_gemma":[0.000071044655,0.00015131154,0.00004087457,0.00027014938,0.000032517546,0.000037855098,0.00064157794,0.00009316031,0.000929296],"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":[0.003849531,0.0008079916,0.9465292,0.000021173497,0.000015741756,0.000072435214,0.014132904,0.01825677,0.0036641504,0.0000143152465,0.0008807283,0.011755072],"study_design_scores_gemma":[0.00065485464,0.0014388784,0.99009967,0.000019238425,0.000008764886,0.0000028524303,0.0013466963,0.0019934168,0.00028648268,0.000011524646,0.003984317,0.00015331029],"about_ca_topic_score_codex":0.0013142381,"about_ca_topic_score_gemma":0.00044838348,"teacher_disagreement_score":0.043570478,"about_ca_system_score_codex":0.00024250467,"about_ca_system_score_gemma":0.000004434137,"threshold_uncertainty_score":0.9998844},"labels":[],"label_agreement":null},{"id":"W3004751873","doi":"","title":"Ecomorphodynamic Response of Foreshore Saltmarsh to the Implementation of Flood and Erosion Mitigation and Adaptation Structures in a Hypertidal Estuary: Minas Basin, Bay of Fundy, Canada.","year":2017,"lang":"en","type":"article","venue":"AGUFM","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Estuary; Bay; Salt marsh; Intertidal zone; Flood myth; Coastal erosion; Erosion; Structural basin; Hydrology (agriculture); Environmental science; Oceanography; Geology; Geography; Geomorphology; Geotechnical engineering","score_opus":0.007071329969508368,"score_gpt":0.2265903058094004,"score_spread":0.21951897583989202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004751873","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":[0.99908096,0.000015100515,0.00006595892,0.0003738904,0.00004142042,0.00029652155,0.000105021194,0.0000014661445,0.000019681336],"genre_scores_gemma":[0.99944013,0.000008601944,0.00048603336,0.000018062336,0.0000038348867,0.0000066764765,0.000017169212,0.0000056119575,0.000013877441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924845,0.000072381226,0.00025761672,0.00013623587,0.00018609002,0.00009923482],"domain_scores_gemma":[0.99945056,0.000082278755,0.00021561558,0.00020206162,0.000013304132,0.00003616843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033892994,0.00007256868,0.00013585751,0.000033311844,0.00008029761,0.000012004787,0.000115935174,0.000027752785,0.000027287262],"category_scores_gemma":[0.00007166197,0.00005758879,0.000012434818,0.00005781332,0.00007380673,0.0001154199,0.00013802505,0.000032386273,2.7639098e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033123046,0.000015578904,0.94084305,0.00005069545,0.0000071055665,0.0000016165521,0.0019813643,0.001999541,0.044431,0.000047917176,0.00007198084,0.010218899],"study_design_scores_gemma":[0.00043868434,0.000120002835,0.9726641,0.000032740325,0.000011034668,0.0000044291382,0.001489047,0.021430723,0.0035756738,0.00015159164,0.000026443944,0.000055505843],"about_ca_topic_score_codex":0.45716143,"about_ca_topic_score_gemma":0.9756592,"teacher_disagreement_score":0.51849777,"about_ca_system_score_codex":0.000077662065,"about_ca_system_score_gemma":0.0000407829,"threshold_uncertainty_score":0.54645336},"labels":[],"label_agreement":null},{"id":"W3005985007","doi":"10.1109/jstars.2020.2973490","title":"Model Sensitivity to Topographic Uncertainty in Meso- and Microtidal Marshes","year":2020,"lang":"en","type":"article","venue":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":28,"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":"NOAA Research; Louisiana Sea Grant, Louisiana State University; National Science Foundation; University of Central Florida; National Oceanic and Atmospheric Administration; Canadian Centre for Applied Research in Cancer Control","keywords":"Marsh; Lidar; Digital elevation model; Environmental science; Estuary; Wetland; Altimeter; Geology; Bay; Hydrology (agriculture); Remote sensing; Oceanography; Ecology","score_opus":0.02052707573236612,"score_gpt":0.20972218600333736,"score_spread":0.18919511027097125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005985007","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":[0.9848458,0.000012407747,0.013028052,0.0017144991,0.00003897304,0.0001606032,0.0000033893064,0.0000076001024,0.00018863987],"genre_scores_gemma":[0.9556555,0.000054568707,0.043807596,0.00040962084,0.000050066064,4.637756e-8,0.0000011208964,0.000008196017,0.000013269487],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999051,0.000044800046,0.00035736288,0.00017969792,0.00017787404,0.00018931825],"domain_scores_gemma":[0.9996072,0.000056186997,0.00010606488,0.000068833615,0.000035746678,0.00012593523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033281473,0.00011370624,0.0002307168,0.00009429778,0.00006711139,0.000038920716,0.00004427058,0.000070256196,0.0000021967649],"category_scores_gemma":[0.000061186656,0.00010735503,0.00002188473,0.00066047494,0.00004134021,0.00008066326,0.000058592777,0.0002796228,6.9743277e-7],"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":[0.00015498516,0.00003760989,0.050500512,0.00006477267,0.000022522443,0.00009088763,0.00283182,0.56525934,0.25296202,0.00008713939,0.00007533239,0.12791309],"study_design_scores_gemma":[0.00038748636,0.000038483413,0.14422224,0.000056305475,0.000007895215,0.00005672615,0.00011437869,0.8538358,0.00038915084,0.0005802163,0.0001811225,0.00013017506],"about_ca_topic_score_codex":0.00035478876,"about_ca_topic_score_gemma":0.0126608955,"teacher_disagreement_score":0.28857648,"about_ca_system_score_codex":0.000056241788,"about_ca_system_score_gemma":0.00002952667,"threshold_uncertainty_score":0.7065077},"labels":[],"label_agreement":null},{"id":"W3006102137","doi":"","title":"Effects of mudflats and stratification on surface tidal currents near the outflow of the Fraser River, British Columbia","year":2016,"lang":"en","type":"article","venue":"AGUOS","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outflow; Stratification (seeds); Tidal current; Oceanography; Current (fluid); Geology; Geography; Environmental science; Biology","score_opus":0.0030705710311910214,"score_gpt":0.1725253269348384,"score_spread":0.1694547559036474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006102137","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":[0.9991185,0.00001713859,0.000030280395,0.00006299045,0.000119862474,0.0003179808,0.000034222812,0.0000053227095,0.000293712],"genre_scores_gemma":[0.9993393,0.000015733602,0.000024848434,0.000013081122,0.0000061178353,0.000004042259,9.2489665e-7,0.000005281075,0.00059067924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993982,0.000060032573,0.000119568605,0.00013385281,0.00019278786,0.000095592404],"domain_scores_gemma":[0.9995456,0.000122908,0.000091319656,0.00020801526,0.0000062050985,0.000025980326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010484709,0.00004724815,0.000079347876,0.0000018973857,0.00010293386,0.000035617217,0.00016343477,0.000031506923,0.0000960412],"category_scores_gemma":[0.000040569088,0.00003253074,0.000029318147,0.000065179294,0.00024053657,0.000066897555,0.00010664062,0.00003977918,0.00003151052],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009292074,0.00008894598,0.94089884,0.00004698964,0.000010674754,9.490496e-7,0.00024860748,0.00018101695,0.014608339,0.0000073754854,0.0020540382,0.041844945],"study_design_scores_gemma":[0.0003255826,0.000049214344,0.99540675,0.00010742968,0.000010398502,0.0000011933957,0.000012875988,0.0014894113,0.0020553882,0.00018478777,0.00030375458,0.000053203246],"about_ca_topic_score_codex":0.009253609,"about_ca_topic_score_gemma":0.035384703,"teacher_disagreement_score":0.054507934,"about_ca_system_score_codex":0.000026097085,"about_ca_system_score_gemma":0.0000062246495,"threshold_uncertainty_score":0.99734384},"labels":[],"label_agreement":null},{"id":"W3007000022","doi":"10.1016/j.cub.2019.12.054","title":"Mangroves give cause for conservation optimism, for now","year":2020,"lang":"en","type":"letter","venue":"Current Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":235,"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":"U.S. Forest Service; Natural Environment Research Council; Sight Research UK; Edmonton Community Foundation","keywords":"Biology; Mangrove; Optimism; Agroforestry; Ecology","score_opus":0.046654692655753144,"score_gpt":0.28670606234936924,"score_spread":0.2400513696936161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007000022","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034575176,0.0003288653,0.06704481,0.9120865,0.006538731,0.0042042374,0.0056734057,0.0001776771,0.00048826815],"genre_scores_gemma":[0.0052404525,0.00061519933,0.010760438,0.9010881,0.012057574,0.004407132,0.05867581,0.00033844853,0.006816853],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985659,0.00004630161,0.00030433625,0.0005912213,0.00007579972,0.00041644636],"domain_scores_gemma":[0.9991557,0.00030733066,0.00022850632,0.00023458787,0.000017870572,0.0000560253],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007991778,0.00027362167,0.00036373004,0.00003606475,0.000098862896,0.000023910015,0.00032440212,0.00038240914,0.00018085528],"category_scores_gemma":[0.00008369307,0.00024593892,0.00017481926,0.00006605532,0.00012134867,0.000052030002,0.00021713726,0.00033876646,0.00025596854],"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":[0.000026894584,0.000012967152,0.0016247767,0.0002594293,0.000029119758,0.0000027083531,0.00003831452,0.000015744154,0.00012497097,0.000038557235,0.99444246,0.0033840388],"study_design_scores_gemma":[0.00037861752,0.00017694497,0.000120440716,0.000027704818,0.000060453527,0.0000043027826,0.000005405857,0.0100733405,0.000017239407,0.0015015552,0.9873403,0.00029374444],"about_ca_topic_score_codex":0.000035991026,"about_ca_topic_score_gemma":0.00026748903,"teacher_disagreement_score":0.056284368,"about_ca_system_score_codex":0.00016752328,"about_ca_system_score_gemma":0.000019861312,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W3007094637","doi":"10.1109/morse48060.2019.8998634","title":"Collector: A Vision-Based Semi-Autonomous Robot for Mangrove Forest Exploration and Research","year":2019,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Concordia University","funders":"","keywords":"Terrain; Mangrove; Robot; Traverse; Environmental science; Patrolling; Environmental resource management; Remote sensing; Computer science; Geography; Ecology; Artificial intelligence; Cartography","score_opus":0.02167282631114711,"score_gpt":0.2854531504529533,"score_spread":0.2637803241418062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007094637","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":[0.94639194,0.000011133209,0.031759817,0.00091065135,0.00013996517,0.0017510536,0.000020311456,0.000059908685,0.018955225],"genre_scores_gemma":[0.9890615,0.000002827695,0.0019839793,0.00006159,0.000018212824,0.000107029955,0.000025535686,0.000016106756,0.008723259],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896944,0.00003930288,0.00014551822,0.0003099211,0.00025732518,0.00027848507],"domain_scores_gemma":[0.9993761,0.00026695093,0.000030775776,0.00022400805,0.000016929698,0.000085194384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004994187,0.00008814417,0.00011060497,0.000056337252,0.0001431073,0.00008424636,0.00011534099,0.000058549478,0.000703334],"category_scores_gemma":[0.000036305853,0.00007456081,0.000030472727,0.0001912959,0.000045917142,0.00023975757,0.0001517028,0.00006748537,0.0005353325],"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":[0.0007030494,0.00047938782,0.5927354,0.00038654328,0.00003330174,0.000008763364,0.001230045,0.2949389,0.043776333,0.0019211451,0.043115348,0.020671757],"study_design_scores_gemma":[0.00077996776,0.00046654535,0.017115425,0.000018661194,0.0000033869078,0.0000019579807,0.00023268884,0.9716919,0.00044976157,0.0012021465,0.007878068,0.00015949682],"about_ca_topic_score_codex":0.00060803985,"about_ca_topic_score_gemma":0.009666589,"teacher_disagreement_score":0.676753,"about_ca_system_score_codex":0.00022226942,"about_ca_system_score_gemma":0.000020026197,"threshold_uncertainty_score":0.7701014},"labels":[],"label_agreement":null},{"id":"W3008264376","doi":"10.1029/2019jg005473","title":"Invasive <i>Phragmites</i> Increases Blue Carbon Stock and Soil Volume in a St. Lawrence Estuary Marsh","year":2020,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Phragmites; Marsh; Blue carbon; Brackish marsh; Spartina alterniflora; Environmental science; Estuary; Salt marsh; Wetland; Soil carbon; Spartina; Ecology; Soil water; Carbon sequestration; Soil science; Biology; Carbon dioxide","score_opus":0.024195509227917484,"score_gpt":0.2687309363679211,"score_spread":0.24453542714000362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008264376","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":[0.9967411,0.00011352084,0.00001594183,0.0022363735,0.000055323973,0.00018378418,0.000024699239,0.000008030282,0.0006211836],"genre_scores_gemma":[0.999211,0.00021181544,0.00016142504,0.00016087719,0.00013177474,0.000005879357,0.0000012738836,0.00000876928,0.00010718636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965448,0.00034653398,0.00044716,0.00041212322,0.0016382206,0.00061119103],"domain_scores_gemma":[0.9983007,0.00068669737,0.00018709552,0.00015388092,0.000073473384,0.00059821043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015390937,0.00016168825,0.00035834475,0.0001543026,0.00016661623,0.00015204868,0.0007677988,0.000065737404,0.00008592505],"category_scores_gemma":[0.0015489514,0.00012346158,0.00008054135,0.0015675006,0.00093542866,0.0005749225,0.00093549915,0.00061123486,0.000044467095],"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":[0.00020183835,0.00028044946,0.9730315,0.000049642087,0.0000093089075,0.00028982174,0.0007636494,0.00009153636,0.019160403,0.000045395598,0.0009673162,0.0051090927],"study_design_scores_gemma":[0.0008001035,0.0032249093,0.94737893,0.00023261647,0.00001382936,0.00009166864,0.0017185585,0.04135663,0.0010611754,0.0022284484,0.0015378109,0.000355316],"about_ca_topic_score_codex":0.026715053,"about_ca_topic_score_gemma":0.011858156,"teacher_disagreement_score":0.041265097,"about_ca_system_score_codex":0.00014698277,"about_ca_system_score_gemma":0.00019674253,"threshold_uncertainty_score":0.97976613},"labels":[],"label_agreement":null},{"id":"W3008746703","doi":"10.3390/w12020569","title":"Short-Term Effects of Salt Stress on the Amino Acids of Phragmites australis Root Exudates in Constructed Wetlands","year":2020,"lang":"en","type":"article","venue":"Water","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Phragmites; Proline; Salinity; Methionine; Chemistry; Amino acid; Animal science; Food science; Botany; Biology; Horticulture; Wetland; Ecology; Biochemistry","score_opus":0.00865655672499139,"score_gpt":0.20006170755653407,"score_spread":0.1914051508315427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008746703","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":[0.9987302,0.0000028948248,0.0000092334685,0.00025949173,0.000056192577,0.00022965045,0.000040264986,0.0000132308005,0.00065885176],"genre_scores_gemma":[0.99982905,0.000002489931,0.000018883813,0.000030160407,0.000015451553,0.000009641962,0.00003590356,0.000010237682,0.000048186223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990871,0.000060903967,0.00024841513,0.0001918019,0.0001990164,0.00021279465],"domain_scores_gemma":[0.99960154,0.00009831573,0.000042800428,0.00019814438,0.0000047881867,0.00005443314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008425628,0.00012535154,0.00020589988,0.000023331268,0.000022651155,0.000013884753,0.0002406495,0.000054531472,0.0005055584],"category_scores_gemma":[0.000022747576,0.00006938904,0.000045653636,0.00011006949,0.0001275028,0.00007335136,0.00020101726,0.000098742996,0.000054152057],"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":[0.000034941037,0.00003693608,0.8825818,0.00010725967,0.000011132175,0.000008977499,0.0009104687,0.00028042632,0.115539335,0.000024144401,0.000072315735,0.00039227403],"study_design_scores_gemma":[0.0002822664,0.00013032417,0.58414716,0.000076113516,0.000011874483,0.0000021439612,0.000079435915,0.0011972605,0.4138768,0.000048101003,0.000042228454,0.00010628333],"about_ca_topic_score_codex":0.00019275081,"about_ca_topic_score_gemma":0.00090808794,"teacher_disagreement_score":0.29843462,"about_ca_system_score_codex":0.000027086522,"about_ca_system_score_gemma":0.0000020359175,"threshold_uncertainty_score":0.553551},"labels":[],"label_agreement":null},{"id":"W3010363714","doi":"10.1007/s00248-019-01452-1","title":"Mutualistic Outcomes Across Plant Populations, Microbes, and Environments in the Duckweed Lemna minor","year":2020,"lang":"en","type":"article","venue":"Microbial Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Centre for Global Change Science, University of Toronto; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Lemna minor; Ecology; Microbial ecology; Lemna; Botany; Aquatic plant; Bacteria; Macrophyte","score_opus":0.019933325484565178,"score_gpt":0.23336780341857888,"score_spread":0.2134344779340137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010363714","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":[0.9958377,0.000014468381,0.00005791019,0.0032037895,0.00015740893,0.00034881794,0.00020307701,0.000013491927,0.00016336991],"genre_scores_gemma":[0.9968779,0.0000073354613,0.00023244333,0.002534595,0.000028803368,0.000014444877,0.00010048281,0.0000126441655,0.00019133453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987697,0.00012479672,0.00030013418,0.0003440894,0.000086865395,0.00037440608],"domain_scores_gemma":[0.99959344,0.00008775785,0.000079480706,0.00016593724,9.3911984e-7,0.000072451156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020360183,0.00016062756,0.00023127066,0.000016280046,0.00015617449,0.00003726916,0.00027840285,0.00009755904,0.00031241617],"category_scores_gemma":[0.000053679254,0.00012514017,0.000039578154,0.000104559884,0.00014481244,0.00007800733,0.0003861407,0.00015017204,0.00042084637],"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":[0.000031865442,0.00009038578,0.9685579,0.000013623442,0.000008887447,0.0000501074,0.0029098815,0.0003461941,0.02504863,0.00006953035,0.0024346404,0.00043837665],"study_design_scores_gemma":[0.0007326596,0.00007478456,0.9794527,0.000003173155,0.000013482578,0.00007243008,0.0004273237,0.0008429202,0.00007208882,0.000056445806,0.018066606,0.00018535617],"about_ca_topic_score_codex":0.00100455,"about_ca_topic_score_gemma":0.031812225,"teacher_disagreement_score":0.030807674,"about_ca_system_score_codex":0.000117450676,"about_ca_system_score_gemma":0.000005308805,"threshold_uncertainty_score":0.9858547},"labels":[],"label_agreement":null},{"id":"W3010433242","doi":"10.1016/j.soilbio.2020.107775","title":"Sonneratia apetala introduction alters methane cycling microbial communities and increases methane emissions in mangrove ecosystems","year":2020,"lang":"en","type":"article","venue":"Soil Biology and Biochemistry","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":104,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Sun Yat-sen University; National Natural Science Foundation of China","keywords":"Mangrove; Environmental chemistry; Sediment; Methane; Salinity; Methanogenesis; Blue carbon; Relative species abundance; Ecosystem; Ecology; Abundance (ecology); Biology; Environmental science; Chemistry; Carbon sequestration; Carbon dioxide","score_opus":0.0076854000975859595,"score_gpt":0.21552509634259331,"score_spread":0.20783969624500737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010433242","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":[0.9981401,0.00023753465,0.000036754835,0.0011621927,0.00007521487,0.000086216845,0.000068227055,0.000023490646,0.00017027852],"genre_scores_gemma":[0.9990169,0.00014318796,0.00016821783,0.0001577684,0.00018810222,0.000008709339,0.00024534474,0.000007713172,0.000064072105],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991337,0.0001152667,0.00021760125,0.00028676982,0.00004194707,0.00020468136],"domain_scores_gemma":[0.99957216,0.00009542575,0.00007368624,0.00013204549,0.00000447581,0.00012220899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022410603,0.00015290787,0.00022286366,0.000019365883,0.00009257701,0.000018047962,0.0001084622,0.00016153476,0.00012113186],"category_scores_gemma":[0.00008333099,0.00013467764,0.000028097607,0.00009253474,0.00020663919,0.0000598477,0.00030798558,0.00019645928,0.00000958219],"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":[0.00006781711,0.000028108543,0.06739739,0.000098073644,0.000018116283,0.000004015533,0.00037706507,0.00004003831,0.93056506,0.0000044286985,0.00018125227,0.0012186401],"study_design_scores_gemma":[0.0030067798,0.00038297605,0.011482141,0.00021472694,0.00013546798,0.00048634948,0.011574481,0.025229428,0.94269055,0.0003884007,0.002990857,0.0014178392],"about_ca_topic_score_codex":0.0021689634,"about_ca_topic_score_gemma":0.0021628651,"teacher_disagreement_score":0.055915255,"about_ca_system_score_codex":0.00003745995,"about_ca_system_score_gemma":0.000009703495,"threshold_uncertainty_score":0.5491995},"labels":[],"label_agreement":null},{"id":"W3010903826","doi":"10.22215/etd/2020-13974","title":"Geographic variation in reaction norms of phenological traits in the greater duckweed, Spirodela polyrhiza","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Carleton University","funders":"","keywords":"Biology; Phenology; Phenotypic plasticity; Latitude; Ecology; Trait; Overwintering; Life history theory; Life history; Geography","score_opus":0.009010904616385587,"score_gpt":0.20527603618233872,"score_spread":0.19626513156595313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010903826","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":[0.9711257,0.000008687382,0.000066739005,0.00017969131,0.00011551532,0.00044156818,0.000009577406,0.00001965715,0.028032852],"genre_scores_gemma":[0.99906677,0.000024395966,0.00008051391,0.00006199959,0.000021912965,0.000041151492,0.00027528225,0.0000144870155,0.00041349046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847287,0.00009456382,0.0004813204,0.0003837771,0.00035593408,0.00021152149],"domain_scores_gemma":[0.99955434,0.00004193248,0.0001954568,0.00017018705,0.0000059976896,0.000032113407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003100021,0.00020119411,0.0002745208,0.00013371228,0.000030051355,0.000020566573,0.00028939836,0.0002828211,0.00044828132],"category_scores_gemma":[0.00003423841,0.00013197813,0.00008341756,0.00059600006,0.000023435046,0.00014779477,0.00004089938,0.0003326239,0.00009201873],"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":[0.0013105707,0.0012504881,0.8307864,0.0006014035,0.0000851908,0.00012424013,0.037210774,0.0031657375,0.08692934,0.0027927489,0.00026945877,0.03547363],"study_design_scores_gemma":[0.0002622154,0.00008035638,0.9934409,0.000035479716,0.000016378315,0.0000050764233,0.0010366918,0.0042725573,0.00004402037,0.0005782318,0.00006764478,0.00016040695],"about_ca_topic_score_codex":0.0059351027,"about_ca_topic_score_gemma":0.062219147,"teacher_disagreement_score":0.16265452,"about_ca_system_score_codex":0.00010673102,"about_ca_system_score_gemma":0.000009686421,"threshold_uncertainty_score":0.95489293},"labels":[],"label_agreement":null},{"id":"W3014008634","doi":"10.5334/oq.80","title":"Salt-Marsh Foraminiferal Distributions from Mainland Northern Georgia, USA: An Assessment of Their Viability for Sea-Level Studies","year":2020,"lang":"en","type":"article","venue":"Open Quaternary","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"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":"Earth Observatory of Singapore; Ministry of Education, India; Earthwatch Institute; National Research Foundation Singapore; National Research Foundation; China Scholarship Council","keywords":"Marsh; Salt marsh; Transect; Oceanography; Detrended correspondence analysis; Range (aeronautics); Sediment; Sea level; Ecology; Salinity; Subfossil; Holocene; Geology; Environmental science; Physical geography; Geography; Biology; Ordination; Wetland; Paleontology","score_opus":0.06541112824455697,"score_gpt":0.33599387287138704,"score_spread":0.2705827446268301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014008634","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":[0.9810627,0.0000097123875,0.010750907,0.0008022995,0.00011274347,0.0009789988,0.005836355,0.000016678745,0.0004296045],"genre_scores_gemma":[0.9950136,0.0000060107222,0.003957374,0.000096455304,0.00005225972,0.00010017499,0.0006094983,0.000019213816,0.00014543021],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855274,0.00011280998,0.00038898294,0.00046945404,0.00020603694,0.00026997563],"domain_scores_gemma":[0.9990756,0.00017205122,0.00016611611,0.00039140836,0.000028008222,0.00016681493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036890226,0.00019053057,0.00038218993,0.000008079435,0.00016800904,0.00006855185,0.0007062222,0.00005322083,0.00032833137],"category_scores_gemma":[0.000043304153,0.0001517798,0.00008589224,0.00009441859,0.000112615904,0.00040871528,0.0011705089,0.00008946093,0.000046845635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093958806,0.0001698602,0.99364793,0.00003993298,0.000074076495,0.0000046602718,0.0007710665,0.0005808522,0.0012336223,0.00003553787,0.00018000862,0.0031684982],"study_design_scores_gemma":[0.00081718963,0.00044693644,0.8996697,0.000025510953,0.000035522957,0.000001996274,0.0007447998,0.09350224,0.00028179813,0.003214111,0.0009988174,0.00026137274],"about_ca_topic_score_codex":0.008950165,"about_ca_topic_score_gemma":0.035210017,"teacher_disagreement_score":0.09397822,"about_ca_system_score_codex":0.00028936702,"about_ca_system_score_gemma":0.000046291192,"threshold_uncertainty_score":0.9976493},"labels":[],"label_agreement":null},{"id":"W3014852221","doi":"","title":"Dom Export from Coastal Temperate Bog Forest Watersheds to Marine Ecosystems: Improving Understanding of Watershed Processes and Terrestrial-Marine Linkages on the Central Coast of British Columbia","year":2014,"lang":"en","type":"article","venue":"AGUFM","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bog; Watershed; Terrestrial ecosystem; Ecosystem; Temperate climate; Environmental science; Geography; Ecology; Oceanography; Geology; Peat; Archaeology","score_opus":0.01029469925407809,"score_gpt":0.18127241955211987,"score_spread":0.17097772029804179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014852221","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":[0.9974153,0.000003132415,0.0006704718,0.000117726726,0.00020557521,0.0005525062,0.00025223874,0.000031257026,0.0007517614],"genre_scores_gemma":[0.99925333,0.0000121357525,0.00014533507,0.000037714675,0.0000810182,0.000023003257,0.00012781839,0.000030883126,0.00028873738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819016,0.0000937289,0.0005374598,0.00041859754,0.00034869695,0.00041134036],"domain_scores_gemma":[0.9990346,0.00023071574,0.00023616444,0.0003230104,0.000017045331,0.00015849654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044985427,0.00018100788,0.0004012819,0.00003023626,0.0001485462,0.00017809335,0.0002868985,0.00008187772,0.0002733431],"category_scores_gemma":[0.0001460239,0.00017414514,0.000056333873,0.00017647656,0.00013622855,0.00017523294,0.000739951,0.000110546454,0.000009614938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007676763,0.00007901659,0.986812,0.00018985821,0.00004024105,0.000010309541,0.00056937814,0.0005762153,0.008967162,0.000009891564,0.00043081265,0.0022383532],"study_design_scores_gemma":[0.0034675067,0.0014577758,0.9431042,0.000948546,0.00014528337,0.00006268921,0.005040825,0.037237015,0.0049399287,0.0017506311,0.0008399215,0.0010056604],"about_ca_topic_score_codex":0.34974676,"about_ca_topic_score_gemma":0.8565863,"teacher_disagreement_score":0.5068395,"about_ca_system_score_codex":0.000119333374,"about_ca_system_score_gemma":0.000021446072,"threshold_uncertainty_score":0.71014327},"labels":[],"label_agreement":null},{"id":"W3016020892","doi":"10.1016/j.ecoleng.2020.105713","title":"A managed realignment in the upper Bay of Fundy: Community dynamics during salt marsh restoration over 8 years in a megatidal, ice-influenced environment","year":2020,"lang":"en","type":"article","venue":"Ecological Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ducks Unlimited Canada; Mount Allison University; University of New Brunswick","funders":"Mount Allison University; University of New Brunswick","keywords":"Salt marsh; Bay; Spartina alterniflora; Marsh; Ecological succession; Spartina; Environmental science; Sediment; Oceanography; Ecology; Wetland; Geology; Biology; Geomorphology","score_opus":0.008445948343971861,"score_gpt":0.19281160743513992,"score_spread":0.18436565909116806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016020892","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":[0.9984996,0.0000053877197,0.00050010293,0.00023395303,0.00002581897,0.00035127182,0.000009114947,0.00002432902,0.00035042703],"genre_scores_gemma":[0.9993624,0.00001577436,0.0004477535,0.0000890805,0.000008882256,0.000044116514,0.000011757081,0.0000106255775,0.000009602603],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99881613,0.00015929143,0.0003394689,0.000185902,0.00024777162,0.0002514435],"domain_scores_gemma":[0.9994986,0.00014184117,0.00006925689,0.00022957567,0.0000011354094,0.000059559905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005198487,0.00013073748,0.00019269896,0.000038483777,0.00004585339,0.000017479482,0.00031696737,0.000081732716,0.00020308608],"category_scores_gemma":[0.00009455276,0.00011047128,0.000042471496,0.00025014926,0.000035387624,0.00011705964,0.0003480466,0.00038312233,0.000028059378],"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":[0.00003627617,0.00015059495,0.24270785,0.0000689868,0.000006438681,0.00004424639,0.001825929,0.7505605,0.0042283046,0.00016688577,0.000010144801,0.0001938408],"study_design_scores_gemma":[0.00029942914,0.000072353236,0.7878595,0.000016776432,0.000003700212,0.0000017174594,0.0002968181,0.21123281,0.00002546238,0.000040010927,0.00005129206,0.00010011402],"about_ca_topic_score_codex":0.00036475313,"about_ca_topic_score_gemma":0.002692749,"teacher_disagreement_score":0.54515165,"about_ca_system_score_codex":0.00061519415,"about_ca_system_score_gemma":0.0000032049807,"threshold_uncertainty_score":0.4504888},"labels":[],"label_agreement":null},{"id":"W3016488974","doi":"10.1016/j.csr.2020.104112","title":"Development of novel 2D and 3D correlative microscopy to characterise the composition and multiscale structure of suspended sediment aggregates","year":2020,"lang":"en","type":"article","venue":"Continental Shelf Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Natural Environment Research Council; Engineering and Physical Sciences Research Council; Medical Research Council; University College London; Sight Research UK; Queen Mary University of London","keywords":"Particle (ecology); Focused ion beam; Characterization (materials science); Microscopy; Materials science; Sediment; Nanoscopic scale; Single particle analysis; Mineralogy; Nanotechnology; Biological system; Chemistry; Geology; Optics; Ion; Physics; Geomorphology","score_opus":0.02549814003780308,"score_gpt":0.28939311856373495,"score_spread":0.26389497852593186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016488974","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":[0.99823016,0.00004830385,0.00029852372,0.0005263805,0.000028717626,0.0006137361,0.00010374858,0.0000060217344,0.0001444041],"genre_scores_gemma":[0.99602884,0.000009811488,0.0038296655,0.000031121366,0.000011225174,0.000008236092,0.000026752004,0.000009013664,0.000045351717],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99884546,0.000056281766,0.00025411035,0.00025674948,0.00037203918,0.00021538042],"domain_scores_gemma":[0.9995522,0.00009004352,0.00007960543,0.00010648845,0.000026560545,0.00014511644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023441702,0.00010600023,0.00017896618,0.00003067031,0.0001485159,0.000027812814,0.00015979144,0.000041763138,0.00020457515],"category_scores_gemma":[0.000027829346,0.00007746987,0.000017336819,0.00018064906,0.00024550204,0.000083017294,0.00079360284,0.00015523385,0.0000108930435],"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":[0.0001761944,0.000057808098,0.055464476,0.00005372626,0.000015449363,0.0000014498279,0.0061119515,0.000027876558,0.9336289,0.000011817926,0.000052191488,0.0043981634],"study_design_scores_gemma":[0.0019023136,0.00032930623,0.58131844,0.00020057405,0.000015297792,0.000019431845,0.0027374981,0.024480091,0.3870605,0.000014603867,0.0016610929,0.00026085877],"about_ca_topic_score_codex":0.00019295442,"about_ca_topic_score_gemma":0.00035535143,"teacher_disagreement_score":0.5465684,"about_ca_system_score_codex":0.00006533483,"about_ca_system_score_gemma":0.000011799994,"threshold_uncertainty_score":0.31591296},"labels":[],"label_agreement":null},{"id":"W3019635997","doi":"10.3390/rs12081321","title":"Remote Sensing of Boreal Wetlands 2: Methods for Evaluating Boreal Wetland Ecosystem State and Drivers of Change","year":2020,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Ducks Unlimited Canada; Environment and Climate Change Canada; Carleton University; University of Alberta; Alberta Environment and Protected Areas; University of Lethbridge","funders":"Alberta Environment and Parks; University of Lethbridge","keywords":"Wetland; Remote sensing; Environmental science; Boreal; Pixel; Sampling (signal processing); Change detection; Taiga; Field (mathematics); Computer science; Hydrology (agriculture); Geography; Ecology; Geology; Artificial intelligence; Mathematics; Forestry","score_opus":0.05451233808477883,"score_gpt":0.3172931756545777,"score_spread":0.26278083756979886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019635997","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":[0.70052034,0.0000292957,0.29730472,0.00024579713,0.000116467796,0.0005787959,0.000057612677,0.00003275918,0.0011142085],"genre_scores_gemma":[0.66007006,0.00003291302,0.3397148,0.00006279228,0.000051597108,1.441013e-8,0.000019652394,0.00003373979,0.000014423292],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978381,0.00026978244,0.0006370352,0.00049924647,0.00033251118,0.00042336504],"domain_scores_gemma":[0.99857885,0.00036734634,0.000495464,0.0002760985,0.00007205744,0.00021017587],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012186745,0.00025997192,0.00061392295,0.000068751724,0.00012815165,0.000028194521,0.00011281834,0.00010676384,0.0000070875208],"category_scores_gemma":[0.0003124463,0.00025160622,0.00012705928,0.00029808775,0.000092506394,0.00014826666,0.0002867346,0.00013905091,0.0000036101544],"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":[0.00014147956,0.000003743161,0.00087823876,0.00041122708,0.000043340384,0.000009482983,0.0029436185,0.0007519528,0.047371395,0.0000015033701,0.000025399953,0.94741863],"study_design_scores_gemma":[0.0008227217,0.00025021032,0.0022788206,0.00028336898,0.000084469604,0.00005965106,0.0004138008,0.9897806,0.005173388,0.00027989206,0.00032475972,0.00024830585],"about_ca_topic_score_codex":0.002468465,"about_ca_topic_score_gemma":0.0021881722,"teacher_disagreement_score":0.98902863,"about_ca_system_score_codex":0.0001279464,"about_ca_system_score_gemma":0.000022437087,"threshold_uncertainty_score":0.9999936},"labels":[],"label_agreement":null},{"id":"W3019734846","doi":"10.1016/j.jip.2020.107387","title":"Understanding the role of the shrimp gut microbiome in health and disease","year":2020,"lang":"en","type":"review","venue":"Journal of Invertebrate Pathology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":347,"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 British Columbia","funders":"Biotechnology and Biological Sciences Research Council; Department for Environment, Food and Rural Affairs, UK Government; University of Exeter; Centre for Environment, Fisheries and Aquaculture Science; Newton Fund","keywords":"Biology; Shrimp; Microbiome; Gut flora; Aquaculture; Shrimp farming; Disease; Zoology; Ecology; Immunology; Fishery; Bioinformatics; Fish <Actinopterygii>; Medicine","score_opus":0.039029057806952566,"score_gpt":0.2576455986013726,"score_spread":0.21861654079442003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019734846","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008573728,0.99685216,0.00017784045,0.0012143,0.00028683833,0.00039308055,0.000049677696,0.0000027324263,0.00016602581],"genre_scores_gemma":[0.013665288,0.98582,0.000050870985,0.00037451487,0.0000371252,0.0000030465126,0.0000028119546,0.00002135502,0.000025002315],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978555,0.0006599441,0.00091303483,0.00017758725,0.00017208474,0.00022183984],"domain_scores_gemma":[0.99818027,0.00010495581,0.0012788613,0.00021957574,0.0000058109217,0.00021053998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007523496,0.0001961943,0.0009354675,0.00007957838,0.00007989229,0.00001833691,0.0005030448,0.00009709556,0.000051938096],"category_scores_gemma":[0.00012255703,0.000098826305,0.00023673198,0.00035599078,0.00023155221,0.00007135739,0.00047935857,0.00048651878,0.000014926616],"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":[0.00019264105,0.00040568714,0.06549632,0.02072736,0.00036026322,0.0012988971,0.006090315,0.00043247372,0.0004268565,0.0036924272,0.00620598,0.8946708],"study_design_scores_gemma":[0.0009883684,0.0005308044,0.0012658829,0.013494973,0.00044269857,0.005076833,0.0019527819,0.004646833,0.0000012970795,0.018661136,0.9522935,0.0006448726],"about_ca_topic_score_codex":0.000035606212,"about_ca_topic_score_gemma":0.00034672124,"teacher_disagreement_score":0.94608754,"about_ca_system_score_codex":0.00048634777,"about_ca_system_score_gemma":0.000285696,"threshold_uncertainty_score":0.403002},"labels":[],"label_agreement":null},{"id":"W3020998333","doi":"10.22621/cfn.v133i4.2281","title":"Rooting depth and below ground biomass in a freshwater coastal marsh invaded by European Reed (&lt;i&gt;Phragmites australis&lt;/i&gt;) compared with remnant uninvaded sites at Long Point, Ontario","year":2020,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Nature Conservancy of Canada; Natural Sciences and Engineering Research Council of Canada; Mitacs; Nature Conservancy","keywords":"Phragmites; Marsh; Wetland; Biomass (ecology); Salt marsh; Ecology; Environmental science; Vegetation (pathology); Spartina alterniflora; Invasive species; Habitat; Biology","score_opus":0.014818817749276294,"score_gpt":0.18766154187079373,"score_spread":0.17284272412151744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020998333","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":[0.9834125,0.00006208078,0.000009672621,0.008602994,0.00006938514,0.0005056577,0.00021946272,0.000051467712,0.007066765],"genre_scores_gemma":[0.99305946,0.000004406064,0.00023826044,0.0015744152,0.00004379504,0.000008894559,0.00047528918,0.00004979567,0.0045457035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974407,0.0002544194,0.00045706634,0.00067390385,0.00035462817,0.0008193142],"domain_scores_gemma":[0.99853003,0.00015413882,0.00017255796,0.00044922656,0.000019906056,0.00067411555],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043776978,0.0003957487,0.0003704856,0.000083061066,0.00053469423,0.00031552187,0.00062802894,0.0001434769,0.0011422569],"category_scores_gemma":[0.00008324422,0.00029677636,0.000065625565,0.00041550223,0.0002794452,0.0003238647,0.00048425436,0.00042085024,0.00015926542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028138794,0.000028832315,0.8896728,0.0000740497,0.000073147814,0.00096927106,0.00658312,0.00019587485,0.046259027,0.00009393193,0.055480707,0.00028784078],"study_design_scores_gemma":[0.002160258,0.00022134584,0.9313462,0.00020017858,0.00009295962,0.00033342277,0.00037407305,0.0063426443,0.001625341,0.000064676286,0.056015506,0.0012233948],"about_ca_topic_score_codex":0.7409293,"about_ca_topic_score_gemma":0.9999247,"teacher_disagreement_score":0.25899538,"about_ca_system_score_codex":0.000978024,"about_ca_system_score_gemma":0.00008120716,"threshold_uncertainty_score":0.99994844},"labels":[],"label_agreement":null},{"id":"W3025138071","doi":"10.1111/1365-2745.13419","title":"Restoring functionally diverse communities enhances invasion resistance in a freshwater wetland","year":2020,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"National Research Foundation of Korea; Natural Sciences and Engineering Research Council of Canada; Andong National University","keywords":"Species richness; Ecology; Biology; Resistance (ecology); Phragmites; Wetland; Introduced species; Propagule pressure; Plant community; Abiotic component; Invasive species; Species diversity; Community; Ecosystem; Population; Biological dispersal","score_opus":0.02207298091935615,"score_gpt":0.21325961796689186,"score_spread":0.19118663704753572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025138071","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":[0.9963254,0.000032014203,0.00009159016,0.0013063308,0.0002867194,0.000046707293,0.000004872034,0.000004151531,0.0019022494],"genre_scores_gemma":[0.9986992,0.00006162548,0.00073969207,0.00023755088,0.00008135648,0.000001482266,0.0000015572571,0.0000051385205,0.0001723867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992059,0.00010093189,0.00031113715,0.00007169344,0.00016493667,0.0001454264],"domain_scores_gemma":[0.999525,0.00012114916,0.00019327088,0.00007528477,0.000013454724,0.000071835115],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031636172,0.00006877961,0.0001787327,0.000045520315,0.00006695437,0.000013654732,0.00020903685,0.00004909963,0.0011840251],"category_scores_gemma":[0.00006540028,0.000057100548,0.00004067924,0.000106278574,0.000055764798,0.0002228325,0.00019060505,0.00021365599,0.00007556369],"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":[0.00031317273,0.000045378732,0.9840794,0.000020218476,0.000012245858,0.00012238913,0.0022025898,0.002583488,0.0063207564,0.00003421309,0.0041254484,0.00014064943],"study_design_scores_gemma":[0.0013706611,0.0004808844,0.9499927,0.000086383596,0.000018205616,0.000071190174,0.0025421819,0.0013419617,0.00031862303,0.0012053184,0.042372763,0.00019910165],"about_ca_topic_score_codex":0.00015037783,"about_ca_topic_score_gemma":0.23875429,"teacher_disagreement_score":0.2386039,"about_ca_system_score_codex":0.0001652873,"about_ca_system_score_gemma":0.000016580865,"threshold_uncertainty_score":0.99972904},"labels":[],"label_agreement":null},{"id":"W3026920881","doi":"10.1101/2020.05.19.105098","title":"A common contaminant shifts impacts of climate change on a plant-microbe mutualism: effects of temperature, CO <sub>2</sub> and leachate from tire wear particles","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Leachate; Environmental science; Nutrient; Ecology; Biology","score_opus":0.009333094706907543,"score_gpt":0.1969932890783854,"score_spread":0.18766019437147785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026920881","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":[0.9949511,0.0004632387,0.000006346702,0.000105444255,0.00033035895,0.0011560605,0.0028840366,0.00010006097,0.000003300449],"genre_scores_gemma":[0.99822986,0.0011987675,0.00013654705,0.00014124493,0.000096013246,0.00009684681,0.00000526134,0.000095319076,1.250816e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972582,0.00022579306,0.00063894724,0.00088108605,0.00042638273,0.0005696328],"domain_scores_gemma":[0.9979359,0.00019456155,0.00069141196,0.00079490035,0.000029199957,0.00035402252],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035561915,0.00057762366,0.0010070425,0.00010020934,0.000104842096,0.00008501036,0.00040649445,0.00042473982,0.000011256488],"category_scores_gemma":[0.00009288982,0.0005525779,0.00013303195,0.00025124196,0.00020104104,0.00015979835,0.0010480162,0.00052974175,0.00005190738],"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":[0.00017862818,0.00015866419,0.07066416,0.0012677215,0.00008727036,0.00011812791,0.00023124181,0.000010608894,0.92715555,0.00004362292,0.000056748788,0.000027656613],"study_design_scores_gemma":[0.0006723675,0.00021459385,0.37426272,0.001680789,0.00010450233,4.602731e-8,0.000009516046,0.0011817062,0.621401,0.0000023405323,0.000040475014,0.0004299612],"about_ca_topic_score_codex":0.0008042594,"about_ca_topic_score_gemma":0.00039518275,"teacher_disagreement_score":0.30575457,"about_ca_system_score_codex":0.00019183052,"about_ca_system_score_gemma":0.000044087938,"threshold_uncertainty_score":0.99969256},"labels":[],"label_agreement":null},{"id":"W3027439832","doi":"10.1016/j.ocecoaman.2020.105241","title":"Opportunities for blue carbon strategies in China","year":2020,"lang":"en","type":"article","venue":"Ocean & Coastal Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":106,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Science and Technology Department of Zhejiang Province; State Oceanic Administration; Xiamen University; Ministry of Science and Technology of the People's Republic of China; Chinese Academy of Sciences","keywords":"Seagrass; Blue carbon; Habitat; Mangrove; Salt marsh; Environmental science; Eutrophication; Climate change; Ecology; Ecosystem; Resource (disambiguation); Marsh; Aquaculture; Wetland; Environmental protection; Fishery; Biology; Fish <Actinopterygii>","score_opus":0.02115801702540867,"score_gpt":0.21083794681023077,"score_spread":0.1896799297848221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027439832","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":[0.83000165,0.000010735469,0.0020862652,0.0018300645,0.0001161659,0.00077937567,0.00004988292,0.000093131224,0.16503276],"genre_scores_gemma":[0.9974471,0.000034819706,0.0004739196,0.00021693259,0.00003554454,0.000024175202,0.000038062564,0.000024624835,0.0017048607],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988259,0.000024918083,0.0002475327,0.00034072308,0.00022643061,0.00033449338],"domain_scores_gemma":[0.99962294,0.00001423166,0.0000620852,0.0001760871,0.0000030382873,0.00012164525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014889454,0.0001766204,0.00018066571,0.000040890387,0.000054559827,0.000076222204,0.00025204045,0.000032065305,0.00014369292],"category_scores_gemma":[0.000005198656,0.00017688099,0.000057356985,0.00016207597,0.000051315168,0.00018862805,0.0005712405,0.00007273291,0.000027445607],"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":[0.0023206356,0.001513453,0.18250026,0.005851564,0.0005281174,0.0027369598,0.020465195,0.31470907,0.0011409314,0.12320482,0.060279325,0.2847497],"study_design_scores_gemma":[0.00608481,0.0021187419,0.18784074,0.00030469283,0.0001905949,0.000019888686,0.09598427,0.45949513,0.0001672077,0.009219337,0.23593263,0.0026419463],"about_ca_topic_score_codex":0.00036724104,"about_ca_topic_score_gemma":0.00302053,"teacher_disagreement_score":0.28210774,"about_ca_system_score_codex":0.0000791737,"about_ca_system_score_gemma":0.000007179207,"threshold_uncertainty_score":0.72129977},"labels":[],"label_agreement":null},{"id":"W3028946409","doi":"10.5539/jsd.v13n3p128","title":"Value of the Storm-Protection Function of Sundarban Mangroves in Bangladesh","year":2020,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"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":"United States Agency for International Development","keywords":"Mangrove; Total economic value; Mangrove ecosystem; Geography; Ecosystem services; Storm; Environmental protection; Ecosystem; Environmental science; Ecology; Biology","score_opus":0.007001863905197663,"score_gpt":0.17756887601141996,"score_spread":0.1705670121062223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028946409","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":[0.9970135,0.000030531104,0.0016514938,0.0004891093,0.00011300512,0.00021441681,6.927835e-7,0.000002828684,0.00048439694],"genre_scores_gemma":[0.99921644,0.0000048613747,0.00041870808,0.00004253087,0.000019586,0.0000031019017,4.3397063e-7,0.0000072753187,0.0002870401],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987327,0.000057192457,0.0005442028,0.00009111992,0.00040291133,0.0001719109],"domain_scores_gemma":[0.99931604,0.000015156006,0.00047784735,0.0000822256,0.00005213244,0.0000566089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054159405,0.00008339021,0.00018812907,0.000066894456,0.00005561349,0.000010131711,0.00019990977,0.00004302261,0.000114654824],"category_scores_gemma":[0.00008137477,0.000060058643,0.00006247983,0.00045108996,0.00004069297,0.00021842237,0.00019735719,0.00015254803,0.0000036832614],"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":[0.0013087284,0.00051920896,0.8157857,0.0014456777,0.00017031925,0.00014347122,0.026069833,0.07859309,0.04639231,0.0014177,0.0017141993,0.026439782],"study_design_scores_gemma":[0.0007163335,0.00027357825,0.9664683,0.00009575019,0.000017721153,0.000018065062,0.011952022,0.0015514506,0.0058525205,0.00044945528,0.012482035,0.00012281192],"about_ca_topic_score_codex":0.00021838184,"about_ca_topic_score_gemma":0.00018544786,"teacher_disagreement_score":0.15068258,"about_ca_system_score_codex":0.00059310463,"about_ca_system_score_gemma":0.00012334394,"threshold_uncertainty_score":0.24491204},"labels":[],"label_agreement":null},{"id":"W3029646470","doi":"","title":"A cross-scale framework of peatland resilience based on long-term research in interior Alaska and the Northwest Territories, Canada","year":2017,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Peat; Geography; Resilience (materials science); Term (time); Physical geography; Psychological resilience; Environmental resource management; Environmental science; Archaeology; Cartography","score_opus":0.013711566114465688,"score_gpt":0.2786628645060787,"score_spread":0.264951298391613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029646470","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":[0.9935039,0.0000151475815,0.0000034549585,0.00047685552,0.00020958052,0.00025773243,0.000031786567,0.0000072530443,0.0054942598],"genre_scores_gemma":[0.9996304,0.000009748266,0.00011901273,0.00003587693,0.000051699033,0.000017261864,0.0000079570045,0.000012897169,0.00011515315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813104,0.000114664406,0.00036322835,0.00037322298,0.0006064706,0.0004113574],"domain_scores_gemma":[0.9980167,0.0008975439,0.00022885414,0.0007171529,0.000023244373,0.0001165004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016248911,0.00014267243,0.00021480318,0.000035084544,0.00048679422,0.00022169939,0.00069086585,0.00008756993,0.000008056603],"category_scores_gemma":[0.0008333348,0.00010450199,0.00002775674,0.000093580245,0.00071447255,0.00013770208,0.00041867036,0.00042791598,0.000005825464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014810286,0.00002510103,0.995398,0.000045866684,0.0000022398283,0.000056620534,0.00024224067,0.0031246643,0.000039845854,0.0000023229159,0.000015709416,0.0008992759],"study_design_scores_gemma":[0.0005288307,0.00004908961,0.9963237,0.00058820244,0.0000029606251,0.000005645056,0.000071811504,0.0020964574,0.000106559324,0.00004272998,0.00007303576,0.00011096672],"about_ca_topic_score_codex":0.9657251,"about_ca_topic_score_gemma":0.99860185,"teacher_disagreement_score":0.03287676,"about_ca_system_score_codex":0.00022414917,"about_ca_system_score_gemma":0.00008620744,"threshold_uncertainty_score":0.42614672},"labels":[],"label_agreement":null},{"id":"W3033772955","doi":"","title":"Quantifying Blue Carbon for the largest salt marsh in southern British Columbia","year":2019,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"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":"Mitacs; Parks Canada; Université du Québec à Montréal","keywords":"Salt marsh; Geography; Environmental science; Carbon fibers; Marsh; Physical geography; Oceanography; Wetland; Geology; Ecology; Mathematics","score_opus":0.009139082531782628,"score_gpt":0.18322446349476795,"score_spread":0.17408538096298531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033772955","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":[0.9949594,0.00002043274,0.00008005564,0.000068646055,0.00021280667,0.0005602302,0.00010112372,0.000039842493,0.003957434],"genre_scores_gemma":[0.9828985,0.000020124338,0.00004599755,0.000043269447,0.000017456645,0.0000019073079,0.000017482409,0.000020395537,0.01693488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989591,0.00004873714,0.00012824158,0.00034476587,0.0001733571,0.00034575645],"domain_scores_gemma":[0.9994349,0.00012862864,0.000068231806,0.0002924663,0.000009147716,0.00006661098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021262985,0.00010009942,0.00016430569,0.00003921138,0.00014882494,0.00010760801,0.0004216001,0.000093942894,0.00071842724],"category_scores_gemma":[0.000016120497,0.00013365792,0.000076271324,0.00040824595,0.000055241097,0.00014673213,0.00027160824,0.00014625858,0.00020646496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026853028,0.000033869805,0.9963026,0.000021436676,0.000010140358,0.000033140903,0.000035648467,0.0012756748,0.00001592916,0.00000964154,0.0011607502,0.0010743238],"study_design_scores_gemma":[0.0062300325,0.00033915607,0.4685254,0.00032748017,0.00014972925,2.333212e-7,0.082314335,0.1139138,0.000060104838,0.00019869776,0.32642126,0.0015197842],"about_ca_topic_score_codex":0.13020715,"about_ca_topic_score_gemma":0.99431735,"teacher_disagreement_score":0.8641102,"about_ca_system_score_codex":0.00025460866,"about_ca_system_score_gemma":0.000014586779,"threshold_uncertainty_score":0.8755849},"labels":[],"label_agreement":null},{"id":"W3040595008","doi":"10.1016/j.ecss.2020.106879","title":"Shrimp farming influence on carbon and nutrient accumulation within Peruvian mangroves sediments","year":2020,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fondo Nacional de Desarrollo Científico, Tecnológico y de Innovación Tecnológica; Australian Research Council; Universidade Federal Fluminense; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; International Development Research Centre","keywords":"Mangrove; Shrimp; Environmental science; Shrimp farming; Nutrient; Total organic carbon; Blue carbon; Ecosystem; Sediment; Organic matter; Carbon sink; Ecology; Fishery; Oceanography; Biology; Aquaculture; Geology; Seagrass","score_opus":0.013411456255043365,"score_gpt":0.2297181566310074,"score_spread":0.21630670037596403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040595008","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":[0.9951855,0.000008725368,0.000115171984,0.00045005328,0.000090240894,0.00025079062,0.0000040144073,0.000049056413,0.0038464766],"genre_scores_gemma":[0.99913204,0.000008511419,0.00033219627,0.00035815823,0.00002815182,0.000007887523,0.0000026031564,0.000009286277,0.00012117901],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982519,0.000020385205,0.00022785025,0.0006246102,0.00054782256,0.00032742156],"domain_scores_gemma":[0.99936086,0.0000350997,0.0000881392,0.0001585722,0.000013830384,0.00034348146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029904663,0.00018585728,0.00015520853,0.000050719715,0.00032237725,0.00014857341,0.00023597502,0.00003480658,0.000029515722],"category_scores_gemma":[0.00010310277,0.0001584514,0.00001776053,0.00045491706,0.00046618853,0.00050080457,0.000979996,0.00013598359,0.000033055778],"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":[0.00011551978,0.00009244025,0.8694199,0.00006392312,0.0000065100658,0.00003258715,0.0059955865,0.0067382343,0.0994696,0.0008131106,0.000014742517,0.017237844],"study_design_scores_gemma":[0.0006370664,0.00063203543,0.72985107,0.000053248164,0.000012017597,0.000027579388,0.00069300324,0.26282185,0.004058427,0.00036937796,0.0004342171,0.00041009078],"about_ca_topic_score_codex":0.0010961933,"about_ca_topic_score_gemma":0.00047544704,"teacher_disagreement_score":0.25608364,"about_ca_system_score_codex":0.000061813655,"about_ca_system_score_gemma":0.000019317276,"threshold_uncertainty_score":0.64614606},"labels":[],"label_agreement":null},{"id":"W3041661286","doi":"10.1080/07038992.2020.1789852","title":"A Rule-Based Classification Method for Mapping Saltmarsh Land-Cover in South-Eastern Bangladesh from Landsat-8 OLI","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":27,"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":"Bhabha Atomic Research Centre","keywords":"Land cover; Geography; Cartography; Remote sensing; Salt marsh; Cover (algebra); Forestry; Land use; Physical geography; Geology; Ecology; Oceanography; Biology; Engineering","score_opus":0.028069395692526755,"score_gpt":0.22831012892805028,"score_spread":0.20024073323552352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041661286","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":[0.5689578,0.000029135297,0.42857587,0.0017060739,0.00017092525,0.00013526154,0.00004666014,0.000006233218,0.00037203112],"genre_scores_gemma":[0.84704995,8.365801e-7,0.15200025,0.00071363844,0.00017287617,4.5145367e-8,0.000017194,0.000021760918,0.000023462311],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988444,0.00009103097,0.00039131937,0.0002020228,0.0001626694,0.00030858457],"domain_scores_gemma":[0.999001,0.00010865698,0.000264725,0.00012104386,0.000025098296,0.00047944023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003908695,0.00012761468,0.00025205858,0.00011488307,0.00007650808,0.000074385796,0.0001475681,0.000085161766,0.00007515847],"category_scores_gemma":[0.00016134471,0.00012689928,0.00009969892,0.0002243798,0.000024880066,0.000115279894,0.000017508435,0.00020083558,0.000044317054],"study_design_candidate":"simulation_or_modeling","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":[0.0002393095,0.00000945413,0.36919624,0.00009495803,0.000063530555,0.00050633104,0.00980962,0.02224998,0.0083329305,0.000003066767,0.00086491473,0.58862966],"study_design_scores_gemma":[0.0009031997,0.000035809353,0.027771167,0.00017028415,0.000019592357,0.000028144275,0.00036602843,0.95808053,0.000097934935,0.0001628872,0.012200933,0.00016347632],"about_ca_topic_score_codex":0.019275764,"about_ca_topic_score_gemma":0.116560236,"teacher_disagreement_score":0.9358306,"about_ca_system_score_codex":0.00041602852,"about_ca_system_score_gemma":0.00018530127,"threshold_uncertainty_score":0.987255},"labels":[],"label_agreement":null},{"id":"W3041864671","doi":"10.1029/2019gb006430","title":"Hydrologic Export Is a Major Component of Coastal Wetland Carbon Budgets","year":2020,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":96,"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 British Columbia; University of Lethbridge","funders":"","keywords":"Wetland; Environmental science; Ecosystem; Productivity; Marsh; Carbon sequestration; Brackish water; Salt marsh; Ecosystem services; Terrestrial ecosystem; Ecology; Hydrology (agriculture); Carbon dioxide; Salinity; Biology; Geology","score_opus":0.009627228327274593,"score_gpt":0.21024490825058667,"score_spread":0.2006176799233121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041864671","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":[0.9880609,0.000050059964,0.000021530554,0.0012357697,0.000057318066,0.00018591133,0.0008044804,0.00007185677,0.009512175],"genre_scores_gemma":[0.9990472,0.000010941705,0.0002995485,0.00046624168,0.000042185136,0.0000067570536,0.0001128652,0.000008716594,0.000005553345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837947,0.000028071,0.00037355648,0.00045323244,0.00039569958,0.00036995986],"domain_scores_gemma":[0.9993224,0.000023349643,0.00013219261,0.00022396579,0.000009375964,0.00028868904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007614948,0.00022003334,0.000331082,0.000009720113,0.000038856757,0.000014203987,0.00033673432,0.00013477905,0.00047639984],"category_scores_gemma":[0.000034982153,0.00019298111,0.00013144812,0.00024944812,0.00020676096,0.000050709874,0.0006809711,0.00010192129,0.00017516827],"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":[0.000130503,0.00010591006,0.8444841,0.000031185496,0.000026456288,0.000022882119,0.00008946739,0.000033276883,0.15236661,0.000022549042,0.0021046533,0.0005824011],"study_design_scores_gemma":[0.004982377,0.0012062442,0.4693569,0.00014104917,0.00028593195,0.00020736111,0.0005724699,0.073725015,0.42438066,0.007820199,0.014846105,0.0024756684],"about_ca_topic_score_codex":0.0017879298,"about_ca_topic_score_gemma":0.0003489048,"teacher_disagreement_score":0.3751272,"about_ca_system_score_codex":0.000087821565,"about_ca_system_score_gemma":0.000009617859,"threshold_uncertainty_score":0.7869541},"labels":[],"label_agreement":null},{"id":"W3041930659","doi":"","title":"A restoration strategy to avert the projected ecological, social and economic risks of Lost Lagoon in Stanley Park, British Columbia","year":2018,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Political science; Natural resource economics; Ecology; Environmental planning; Environmental protection; Economics","score_opus":0.03523049514558451,"score_gpt":0.2717251958717542,"score_spread":0.23649470072616968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041930659","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":[0.98375404,0.000001276818,0.000023205283,0.00009801109,0.000040002196,0.00042985697,0.000044145527,0.00001078985,0.015598661],"genre_scores_gemma":[0.9988081,0.0000050343383,0.00007490697,0.000050575374,0.000026553995,0.000014606167,0.000005487145,0.000005020016,0.0010097243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992929,0.000066003595,0.00020383316,0.00019942735,0.00008157146,0.0001562653],"domain_scores_gemma":[0.99977714,0.000030368585,0.000060910996,0.00008923484,0.0000066017374,0.00003575949],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002629148,0.00005225018,0.000113835995,0.000010255231,0.00011699013,0.00012205792,0.00010780674,0.00006136688,0.0025447875],"category_scores_gemma":[0.000019533143,0.000054830234,0.00001447222,0.00011377612,0.00013491572,0.00010672304,0.00015303129,0.000053697928,0.00014507161],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006301901,0.00013329914,0.9617281,0.000013264336,0.000008682716,0.000005542034,0.00065308675,0.0003476549,0.001584481,0.000112970796,0.02328192,0.012068013],"study_design_scores_gemma":[0.00022570993,0.0003213752,0.990961,0.0000052601426,0.0000030392569,0.0000047519843,0.00033551303,0.0062569953,0.000013771491,0.00026225415,0.0015237018,0.000086636865],"about_ca_topic_score_codex":0.16214846,"about_ca_topic_score_gemma":0.9793198,"teacher_disagreement_score":0.81717134,"about_ca_system_score_codex":0.00019011204,"about_ca_system_score_gemma":0.000018540768,"threshold_uncertainty_score":0.998367},"labels":[],"label_agreement":null},{"id":"W3042993197","doi":"10.1111/jeb.13678","title":"Latitudinal variation in norms of reaction of phenology in the greater duckweed <i>Spirodela polyrhiza</i>","year":2020,"lang":"en","type":"article","venue":"Journal of Evolutionary Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Latitude; Phenology; Phenotypic plasticity; Ecology; photoperiodism; Overwintering; Botany","score_opus":0.013453240379875749,"score_gpt":0.21478667466138696,"score_spread":0.2013334342815112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042993197","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":[0.99656963,0.000054971144,0.0007754173,0.001768679,0.00010776249,0.00007910189,0.000009710907,0.0000015476927,0.0006331805],"genre_scores_gemma":[0.99944085,0.00002419919,0.00037842724,0.00009210965,0.000050272574,0.000001300213,0.0000044907247,0.0000030868703,0.0000052552787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895597,0.0001646446,0.0005477756,0.000099988545,0.00011449355,0.00011711326],"domain_scores_gemma":[0.9993765,0.00007981485,0.00042339085,0.0000777542,0.000019005949,0.000023581286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003587548,0.00006665992,0.00021714321,0.00008012804,0.000015542351,0.0000011635877,0.0001819645,0.00008790323,0.00009435373],"category_scores_gemma":[0.00008091584,0.00004458823,0.00005194447,0.00027778867,0.000083979896,0.00013167759,0.00006492799,0.00016927032,0.000008511814],"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":[0.0002900696,0.000111838235,0.8706402,0.000012442461,0.000013149882,0.000009346992,0.0009641372,0.0033767922,0.12374144,0.0003719651,0.0001493871,0.00031922822],"study_design_scores_gemma":[0.00050130085,0.00045762036,0.9926574,0.0000126888635,0.000009877407,0.00010656914,0.00014277335,0.0043950975,0.00007190865,0.0013823401,0.00021764134,0.000044782206],"about_ca_topic_score_codex":0.0005509962,"about_ca_topic_score_gemma":0.0003899794,"teacher_disagreement_score":0.123669535,"about_ca_system_score_codex":0.000109299384,"about_ca_system_score_gemma":0.000021566717,"threshold_uncertainty_score":0.18182552},"labels":[],"label_agreement":null},{"id":"W3044653661","doi":"10.1101/2020.07.26.222018","title":"Suppression of established invasive <i>Phragmites australis</i> leads to secondary invasion","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Nature Conservancy; Ontario Ministry of Natural Resources and Forestry; Nature Conservancy of Canada; Ministry of Natural Resources","keywords":"Phragmites; Vegetation (pathology); Invasive species; Wetland; Marsh; Ecology; Plant community; Introduced species; Wildlife; Glyphosate; Environmental science; Biology; Ecological succession","score_opus":0.012258642436732272,"score_gpt":0.20467528738425636,"score_spread":0.19241664494752408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044653661","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":[0.99557596,0.000067174165,0.00048253377,0.0005519677,0.0009778516,0.0011514347,0.00081152434,0.00024003323,0.0001415439],"genre_scores_gemma":[0.9947405,0.00006496003,0.0043728678,0.00037889672,0.00017244044,0.00011709876,0.0000031191219,0.00013322818,0.000016908145],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9960897,0.00017979434,0.00087607955,0.0014312229,0.00076185045,0.0006613622],"domain_scores_gemma":[0.99702334,0.0001464069,0.0005886552,0.0014776277,0.00010597419,0.00065799395],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005021054,0.0006796279,0.0008685831,0.00018678748,0.00013784226,0.00018101504,0.0012084567,0.0005703217,0.00092626165],"category_scores_gemma":[0.00050643843,0.00070199854,0.00022003506,0.00082014746,0.00014929836,0.0003921646,0.0038848983,0.0009069013,0.00052395376],"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":[0.000066783075,0.000098707584,0.06853127,0.00065528805,0.000036861282,0.00005835962,0.000043018073,0.0011675834,0.9226889,0.000031017425,0.006618636,0.0000035689227],"study_design_scores_gemma":[0.0005968889,0.00017099365,0.23305897,0.0010191968,0.000109982495,5.2491433e-8,0.000011364188,0.0005751275,0.758693,0.000009522835,0.004577725,0.0011771804],"about_ca_topic_score_codex":0.000551177,"about_ca_topic_score_gemma":0.0001990687,"teacher_disagreement_score":0.16452771,"about_ca_system_score_codex":0.0004709016,"about_ca_system_score_gemma":0.00029761106,"threshold_uncertainty_score":0.999987},"labels":[],"label_agreement":null},{"id":"W3046204842","doi":"10.1002/ecs2.3206","title":"Change in sediment features and the macroinvertebrate community within an estuarine ecosystem two years post‐restoration","year":2020,"lang":"en","type":"article","venue":"Ecosphere","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; British Columbia Institute of Technology","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Sediment; Silt; Environmental science; Debris; Estuary; Sorting; Ecosystem; Restoration ecology; Ecology; Hydrology (agriculture); Biology; Oceanography; Geology","score_opus":0.014207781882364044,"score_gpt":0.2207937313327263,"score_spread":0.20658594945036227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046204842","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":[0.9958144,0.000052080755,0.000015708929,0.0014651929,0.000102325765,0.0005060465,0.000017622642,0.0000414559,0.001985164],"genre_scores_gemma":[0.9986041,0.000009719297,0.00016656642,0.0010150797,0.00005465294,0.000035789206,0.000030083067,0.000016035983,0.0000679779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989065,0.00035674905,0.0002010826,0.000196192,0.00016644583,0.00017305485],"domain_scores_gemma":[0.99948466,0.00004122892,0.000090543464,0.0002618213,0.0000051635434,0.000116612675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051280146,0.00013198426,0.00017522961,0.0000070443284,0.00014382435,0.00007467386,0.00024725506,0.000044947246,0.0004623338],"category_scores_gemma":[0.000022973425,0.00010000278,0.000024903411,0.00015779476,0.000054145636,0.00031401095,0.00035049912,0.00028923096,0.00028539487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019817383,0.0007563702,0.63206655,0.0004238038,0.00012508458,0.00024557515,0.24963154,0.038372714,0.0032872448,0.0030938177,0.016302323,0.053713217],"study_design_scores_gemma":[0.002744534,0.00028079265,0.63156456,0.000041473177,0.000016503256,0.000037516922,0.0029794462,0.3611677,0.0000569639,0.00034742954,0.00047455434,0.00028854967],"about_ca_topic_score_codex":0.0253051,"about_ca_topic_score_gemma":0.48274738,"teacher_disagreement_score":0.45744228,"about_ca_system_score_codex":0.00010639278,"about_ca_system_score_gemma":0.0000068543886,"threshold_uncertainty_score":0.9811855},"labels":[],"label_agreement":null},{"id":"W3047272747","doi":"10.1016/j.ecss.2020.106935","title":"Seasonal changes in sediment erodibility associated with biostabilization in a subarctic intertidal environment, St. Lawrence Estuary, Canada","year":2020,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Canada Economic Development for Quebec Regions; Natural Sciences and Engineering Research Council of Canada","keywords":"Intertidal zone; Subarctic climate; Sediment; Estuary; Marsh; Oceanography; Environmental science; Salt marsh; Temperate climate; Erosion; Littoral zone; Ecology; Geology; Geomorphology; Wetland; Biology","score_opus":0.008151398927624297,"score_gpt":0.18209919666285143,"score_spread":0.17394779773522714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047272747","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":[0.9973084,0.000008751234,0.00012634667,0.0016988743,0.00004305815,0.00033571364,0.000027464821,0.000019610234,0.00043183326],"genre_scores_gemma":[0.99955726,0.000011732585,0.000091097136,0.0002337816,0.000009048944,0.000021168144,0.000020173435,0.000008740777,0.000046984078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977649,0.00006389483,0.00025206676,0.00074079266,0.00068837265,0.0004900054],"domain_scores_gemma":[0.9993853,0.00006830729,0.000086482585,0.00017109807,0.000011189025,0.0002776514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005392799,0.00020454678,0.00021856808,0.00004837465,0.000127185,0.000058227815,0.00030644023,0.00003391923,0.00024699216],"category_scores_gemma":[0.00015710977,0.00017334438,0.000012281263,0.00090219325,0.0005198431,0.00035419394,0.00083090377,0.00017990512,0.000008052],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006035963,0.00010016165,0.99307895,0.000017297709,0.0000019675936,0.000034294564,0.0006486759,0.0021677434,0.0017959275,0.000013375847,0.000017368851,0.0020638967],"study_design_scores_gemma":[0.00056526565,0.00031917644,0.91183144,0.00004357266,0.000004155951,0.000006541057,0.00039638896,0.08620734,0.00025077764,0.000032664877,0.00010719733,0.00023546263],"about_ca_topic_score_codex":0.23712525,"about_ca_topic_score_gemma":0.9639921,"teacher_disagreement_score":0.72686684,"about_ca_system_score_codex":0.00060988474,"about_ca_system_score_gemma":0.00016391836,"threshold_uncertainty_score":0.7679548},"labels":[],"label_agreement":null},{"id":"W3048644195","doi":"10.1098/rsfs.2019.0129","title":"Climate change mitigation potential of wetlands and the cost-effectiveness of their restoration","year":2020,"lang":"en","type":"article","venue":"Interface Focus","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":192,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Wetland; Environmental science; Climate change; Peat; Carbon sink; Temperate climate; Boreal; Carbon sequestration; Global warming; Ecosystem; Tundra; Greenhouse gas; Marsh; Ecology; Hydrology (agriculture); Carbon dioxide","score_opus":0.015172387056854362,"score_gpt":0.23284367969107495,"score_spread":0.21767129263422058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048644195","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":[0.9934543,0.00010091324,0.0046164007,0.00046751357,0.000068625355,0.00051348715,0.000043188986,0.000010475054,0.0007251217],"genre_scores_gemma":[0.9998799,0.000032746477,0.000024626283,0.0000068027125,0.00001746397,0.000027213226,0.000002569474,0.000006088898,0.0000025936336],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99939585,0.00013431195,0.00015627165,0.00012114662,0.00010748838,0.00008492338],"domain_scores_gemma":[0.9996768,0.000072370254,0.000114451956,0.00009656609,0.000009954866,0.000029840458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029934614,0.000068660025,0.000140534,0.000009843449,0.000031616095,0.000009933704,0.00009688907,0.000031684904,0.000044741784],"category_scores_gemma":[0.000023446366,0.000044925993,0.00003257455,0.00008738321,0.00012555688,0.00012101248,0.00013494816,0.00004888818,0.000012486681],"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":[0.005326743,0.00013590248,0.14058056,0.0007263861,0.000073351795,0.0000040908585,0.012755213,0.0059923823,0.73059165,0.0014751367,0.00010687241,0.102231696],"study_design_scores_gemma":[0.006267326,0.0011097575,0.31718385,0.00050982594,0.00010903823,0.000026309086,0.0018687239,0.24008983,0.4293021,0.0023016825,0.00078917533,0.00044236117],"about_ca_topic_score_codex":0.00022461802,"about_ca_topic_score_gemma":0.0002800327,"teacher_disagreement_score":0.30128956,"about_ca_system_score_codex":0.000020961477,"about_ca_system_score_gemma":0.0000017328617,"threshold_uncertainty_score":0.18320289},"labels":[],"label_agreement":null},{"id":"W3080303762","doi":"10.1002/9781119312994.apr0752","title":"Mangrove Blue Carbon in the Face of Deforestation, Climate Change, and Restoration","year":2020,"lang":"en","type":"other","venue":"Annual Plant Reviews online","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Blue carbon; Mangrove; Greenhouse gas; Environmental science; Deforestation (computer science); Carbon sequestration; Wetland; Climate change; Ecosystem; Biomass (ecology); Carbon credit; Soil carbon; Carbon accounting; Carbon fibers; Agroforestry; Ecology; Carbon dioxide; Soil science; Biology","score_opus":0.023472604412652566,"score_gpt":0.24989097732530774,"score_spread":0.22641837291265518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080303762","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43526942,0.12009131,0.0003428486,0.009312743,0.0020593829,0.03238854,0.082644925,0.00046225733,0.31742856],"genre_scores_gemma":[0.14447875,0.7432334,0.004353528,0.0056371978,0.0027884606,0.00094291766,0.033728372,0.0012582801,0.06357911],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902636,0.00012111592,0.00033976662,0.00019926237,0.00017344461,0.00014003423],"domain_scores_gemma":[0.9994247,0.000029668261,0.00031525764,0.00019414755,0.0000023552377,0.000033891913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028461736,0.00017109654,0.00036427524,0.000041873795,0.000014051706,0.000008580431,0.00016970748,0.00009235133,0.000067249646],"category_scores_gemma":[0.000033285778,0.000110871086,0.000032972428,0.00016371717,0.00003572022,0.00005287789,0.00011389075,0.00012455214,0.00003697718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026072367,0.00088539557,0.1105054,0.010755363,0.00008310125,0.00023466453,0.04604211,0.00019992987,0.0001816944,0.0006314906,0.63768333,0.19253682],"study_design_scores_gemma":[0.0002003665,0.00014782682,0.011199927,0.0010730022,0.00004481172,0.000022883716,0.0008539739,0.0025388491,8.7105997e-7,0.000022380991,0.9836415,0.00025362248],"about_ca_topic_score_codex":0.0026372098,"about_ca_topic_score_gemma":0.095950186,"teacher_disagreement_score":0.62314206,"about_ca_system_score_codex":0.000026532152,"about_ca_system_score_gemma":0.0000033788344,"threshold_uncertainty_score":0.92054635},"labels":[],"label_agreement":null},{"id":"W3081309556","doi":"10.1002/eco.2246","title":"Effects of diatoms on erosion and accretion processes in saltmarsh inferred from field observations of hydrodynamic and sedimentary processes","year":2020,"lang":"en","type":"article","venue":"Ecohydrology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adidas (Canada)","funders":"National Natural Science Foundation of China","keywords":"Sediment; Salt marsh; Erosion; Accretion (finance); Environmental science; Diatom; Sedimentary rock; Oceanography; Sediment transport; Sedimentation; Algal mat; Geology; Hydrology (agriculture); Algae; Ecology; Geomorphology; Biology","score_opus":0.0065246562293435435,"score_gpt":0.19286875976831888,"score_spread":0.18634410353897535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081309556","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":[0.9987262,0.00009979672,0.00006378879,0.0007378624,0.000033954715,0.0002570327,0.00001929011,0.000013040688,0.00004907444],"genre_scores_gemma":[0.999365,0.00014152902,0.00008362679,0.0003366987,0.000008994231,0.000018192819,0.0000361002,0.0000074321592,0.0000024566675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992946,0.000038950777,0.00022145708,0.00024070813,0.00009024904,0.000114051436],"domain_scores_gemma":[0.99937356,0.00041063587,0.000087973895,0.00007278875,0.0000063649713,0.00004871022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051738247,0.00009636089,0.00020664377,0.000037395457,0.000023094351,0.0000043248388,0.00008054493,0.00008143523,0.000038651327],"category_scores_gemma":[0.00023891541,0.00009144825,0.000010471412,0.00023917679,0.00007353559,0.00013544246,0.00015495728,0.00007511257,0.0000038192925],"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":[0.00016322495,0.00010582138,0.88416094,0.00074423815,0.000011645658,0.00000441135,0.0013171713,0.0038553053,0.10906788,0.0000068724057,0.000024022904,0.0005384957],"study_design_scores_gemma":[0.0013652213,0.001207299,0.86036867,0.00017204575,0.000040424027,0.0000027996111,0.000031218784,0.10069446,0.034688022,0.0011609264,0.000057201723,0.00021171871],"about_ca_topic_score_codex":0.0013011964,"about_ca_topic_score_gemma":0.0044635804,"teacher_disagreement_score":0.09683916,"about_ca_system_score_codex":0.000019858953,"about_ca_system_score_gemma":0.000013124438,"threshold_uncertainty_score":0.37291515},"labels":[],"label_agreement":null},{"id":"W3083276601","doi":"10.1002/lno.11582","title":"Large <scp>CO<sub>2</sub></scp> release and tidal flushing in salt marsh crab burrows reduce the potential for blue carbon sequestration","year":2020,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canada First Research Excellence Fund; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Salt marsh; Carbon sequestration; Soil water; Environmental science; Dissolved organic carbon; Blue carbon; Soil carbon; Hydrology (agriculture); Environmental chemistry; Chemistry; Ecology; Carbon dioxide; Soil science; Geology; Biology","score_opus":0.006353247006811604,"score_gpt":0.20085501319176252,"score_spread":0.1945017661849509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083276601","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":[0.99754155,0.0001995808,0.00042182414,0.000996934,0.00011295047,0.00039379424,0.000040502546,0.000045712342,0.00024717426],"genre_scores_gemma":[0.99907905,0.00021908239,0.00008902693,0.0004514663,0.000076143166,0.000020532287,0.00003673758,0.00001550634,0.000012440535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987893,0.00010465926,0.00023256072,0.0003950842,0.00010916206,0.00036922723],"domain_scores_gemma":[0.99954075,0.00011432469,0.00008726131,0.00013823122,0.000006395493,0.000113014496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026715983,0.00016393719,0.00018210396,0.00006439885,0.00020112123,0.000047801663,0.00013478547,0.00017540882,0.0000038166177],"category_scores_gemma":[0.00007350023,0.0001400276,0.000060540384,0.00025027402,0.00017187984,0.00015967668,0.00014592875,0.00024422305,0.0000046691835],"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":[0.00028720679,0.00017465073,0.8439156,0.00021797567,0.00008788692,0.000089815585,0.0063239755,0.0010378396,0.13977139,0.0009229223,0.0015352075,0.005635543],"study_design_scores_gemma":[0.0050162543,0.0017452728,0.7065333,0.0001065933,0.00021981884,0.00020757489,0.004873671,0.23902752,0.028319208,0.0077847564,0.0055190516,0.0006469888],"about_ca_topic_score_codex":0.000034754947,"about_ca_topic_score_gemma":0.00074029516,"teacher_disagreement_score":0.23798968,"about_ca_system_score_codex":0.000017705512,"about_ca_system_score_gemma":0.000009480409,"threshold_uncertainty_score":0.57101595},"labels":[],"label_agreement":null},{"id":"W3087723394","doi":"10.1016/j.marpolbul.2020.111652","title":"Respective contribution of urban wastewater and mangroves on nutrient dynamics in a tropical estuary during the monsoon season","year":2020,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Ministry of Education - Singapore; National University of Singapore; Fondation Air Liquide","keywords":"Estuary; Mangrove; Nutrient; Environmental science; Salinity; Nitrate; Wetland; Wastewater; Hydrology (agriculture); Dry season; Oceanography; Ecology; Environmental engineering; Biology","score_opus":0.003518308746334894,"score_gpt":0.174159913079494,"score_spread":0.1706416043331591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087723394","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":[0.9877802,0.000013342069,0.00011056018,0.010423262,0.000032360516,0.0003264086,0.00002329587,0.000021178248,0.0012693699],"genre_scores_gemma":[0.99957097,0.000015218687,0.000047132282,0.00012290911,0.000031037405,0.00001654191,0.000011346304,0.000008804369,0.00017605949],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903923,0.00010154041,0.00021912473,0.00024967096,0.0001953191,0.00019509533],"domain_scores_gemma":[0.999683,0.000033187778,0.00007666636,0.00013120112,0.000005963662,0.00006994349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010907572,0.00011664334,0.00015401327,0.000029043538,0.00007503233,0.000015944706,0.00009913381,0.000049879047,0.00025564936],"category_scores_gemma":[0.000082623,0.00008745048,0.00003691687,0.00015339148,0.0000906806,0.000029853838,0.00038590014,0.00014947978,0.000058166097],"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":[0.001232809,0.00015383652,0.989628,0.00003963893,0.000014722244,0.000023658828,0.0006407985,0.0013438972,0.001784023,0.003911404,0.00048575646,0.00074141676],"study_design_scores_gemma":[0.0010133622,0.0002155281,0.9638943,0.000025566314,0.000008328456,0.000010194015,0.0003709343,0.031510178,0.0007271361,0.00018936157,0.0019145976,0.00012049581],"about_ca_topic_score_codex":0.0006907686,"about_ca_topic_score_gemma":0.0012132119,"teacher_disagreement_score":0.030166281,"about_ca_system_score_codex":0.00044713978,"about_ca_system_score_gemma":0.0000034006803,"threshold_uncertainty_score":0.35661268},"labels":[],"label_agreement":null},{"id":"W3091165967","doi":"10.1139/cjb-2020-0065","title":"<i>Isoetes ×blondeaui</i> hyb. nov. (Isoetaceae), a new hybrid quillwort from eastern Quebec, Canada","year":2020,"lang":"en","type":"article","venue":"Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Biology; Habitat; Marsh; Ecology; Botany; Wetland","score_opus":0.0077531896708090756,"score_gpt":0.17195744480520372,"score_spread":0.16420425513439466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091165967","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":[0.984839,0.00021544602,0.0009499857,0.004453359,0.00040034173,0.000273386,0.00015506023,0.000113168775,0.008600207],"genre_scores_gemma":[0.989727,0.0000130901235,0.00040318427,0.0030916904,0.0002597405,0.0000073826104,0.000020619342,0.0000444695,0.0064328173],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99792606,0.00003944349,0.0003678699,0.0006026399,0.0005640215,0.0004999621],"domain_scores_gemma":[0.99876994,0.00006235915,0.0001244214,0.00042248392,0.000006743878,0.0006140382],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005811005,0.0002913432,0.0003197193,0.000010462447,0.00009967055,0.00008544497,0.0005211646,0.000052653388,0.003912683],"category_scores_gemma":[0.000045468634,0.00028242217,0.00009008609,0.00020143205,0.00004612389,0.0002203025,0.0004992608,0.00018258257,0.0018483517],"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":[0.00011308904,0.00006649294,0.53222364,0.000027473683,0.000096444244,0.00041841896,0.00054207584,0.0013235225,0.01095076,0.000023213137,0.4370519,0.017162994],"study_design_scores_gemma":[0.001576789,0.000107929925,0.15811639,0.00007231427,0.00009653546,0.000025856061,0.00035566118,0.06898682,0.00095921714,0.00036575986,0.7679613,0.0013753988],"about_ca_topic_score_codex":0.9469073,"about_ca_topic_score_gemma":0.99293387,"teacher_disagreement_score":0.37410724,"about_ca_system_score_codex":0.000413903,"about_ca_system_score_gemma":0.00020427055,"threshold_uncertainty_score":0.9999628},"labels":[],"label_agreement":null},{"id":"W3091315859","doi":"10.1080/20964129.2020.1827982","title":"Analysis of the contributions of human factors and natural factors affecting the vegetation pattern in coastal wetlands","year":2020,"lang":"en","type":"article","venue":"Ecosystem Health and Sustainability","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"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":"Key Laboratory of Advanced Functional Materials of Jiangsu Province; Ministry of Natural Resources","keywords":"Wetland; Phragmites; Salinity; Environmental science; Soil salinity; Vegetation (pathology); Hydrology (agriculture); Water content; Variogram; Spatial variability; Spatial heterogeneity; Soil science; Ecology; Geology; Soil water; Oceanography; Kriging","score_opus":0.007068331380086894,"score_gpt":0.2508761701303319,"score_spread":0.24380783875024503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091315859","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":[0.9982535,0.00005322578,0.00013421805,0.000714072,0.000041741147,0.000665393,0.000113365364,0.000008494846,0.000015962218],"genre_scores_gemma":[0.9999223,0.000003442695,7.105787e-7,0.000030494135,0.0000055818978,0.000004957786,0.000026055799,0.0000041409553,0.0000023176706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998433,0.00040827197,0.00049093756,0.00023877535,0.00019079183,0.00023824032],"domain_scores_gemma":[0.99905515,0.00029072684,0.00030142,0.00018974305,0.000035037323,0.00012790578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007586398,0.00012068116,0.00040139706,0.000043535347,0.0002543478,0.00001583007,0.00012229123,0.000044669978,0.00000825173],"category_scores_gemma":[0.0003650369,0.0000680143,0.00009246055,0.00061944395,0.00009302851,0.00008610382,0.00019949299,0.00015672538,1.0305821e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000083540845,0.000018988465,0.99129754,0.00055054214,0.000025179883,1.9557147e-7,0.0072693354,0.0005187323,0.00003126981,0.000017617718,0.0000015804103,0.00026067533],"study_design_scores_gemma":[0.00020301605,0.000086018845,0.9585721,0.00001964488,0.0000343802,4.1881535e-7,0.012957109,0.027988395,0.00004216855,0.000031102012,0.000007805016,0.00005785973],"about_ca_topic_score_codex":0.0075203,"about_ca_topic_score_gemma":0.13953307,"teacher_disagreement_score":0.13201277,"about_ca_system_score_codex":0.00026452012,"about_ca_system_score_gemma":0.00005410749,"threshold_uncertainty_score":0.9990887},"labels":[],"label_agreement":null},{"id":"W3091686820","doi":"10.1002/ece3.6831","title":"Salinity, not genetic incompatibilities, limits the establishment of the invasive hybrid cattail <i>Typha</i> × <i>glauca</i> in coastal wetlands","year":2020,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wetland; Salinity; Typha; Typha angustifolia; Biology; Range (aeronautics); Germination; Invasive species; Hybrid; Introduced species; Ecology; Botany","score_opus":0.009666913791620572,"score_gpt":0.19273257784317407,"score_spread":0.1830656640515535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091686820","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":[0.9960086,0.00003172895,0.00006553491,0.0024219407,0.00022534184,0.00036496893,0.000055705787,0.000011680204,0.0008145097],"genre_scores_gemma":[0.99907446,0.000035984318,0.00003762808,0.0007074489,0.000036613455,0.000022030586,0.000011764722,0.0000070773235,0.0000670098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988342,0.00020886507,0.00030783226,0.00025477313,0.00016217199,0.00023214977],"domain_scores_gemma":[0.9993676,0.0002245577,0.0001324384,0.00020165864,0.000010132057,0.000063622734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002889132,0.00011903003,0.00017903028,0.000017067172,0.00016364115,0.0000123013915,0.00025763307,0.00006490483,0.00008420607],"category_scores_gemma":[0.00014693876,0.000079528116,0.000041898427,0.0001993817,0.00029558592,0.000099396595,0.0004894253,0.00019306575,0.00003461065],"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":[0.00004452894,0.000048020676,0.9942499,0.000026918326,0.0000061483947,0.0000027634608,0.00066408527,0.0024620658,0.0011372694,0.00005575166,0.0011133585,0.00018919742],"study_design_scores_gemma":[0.0004504364,0.00013218548,0.99093497,0.000012423797,0.000015630305,0.000020304526,0.00031857225,0.0067434087,0.0003998612,0.0005224392,0.00035778235,0.00009197693],"about_ca_topic_score_codex":0.0016624561,"about_ca_topic_score_gemma":0.13554078,"teacher_disagreement_score":0.13387832,"about_ca_system_score_codex":0.00012940745,"about_ca_system_score_gemma":0.000051946092,"threshold_uncertainty_score":0.88023335},"labels":[],"label_agreement":null},{"id":"W3092306109","doi":"10.1029/2020jc016417","title":"Influence of Seasonal River Discharge on Tidal Propagation in the Ganges‐Brahmaputra‐Meghna Delta, Bangladesh","year":2020,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":33,"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":"Economic and Social Research Council; Natural Environment Research Council; International Development Research Centre; Bangladesh University of Engineering and Technology; Department for International Development; Department for International Development, UK Government; Government of the United Kingdom","keywords":"Estuary; Discharge; Tidal river; Tidal irrigation; Hydrology (agriculture); Environmental science; Flood myth; River delta; Geology; Delta; Oceanography; Drainage basin; Geography; Physics","score_opus":0.02208381944767478,"score_gpt":0.2819543882227242,"score_spread":0.2598705687750494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092306109","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":[0.9946182,0.000007549813,0.00011681041,0.004339742,0.00001875901,0.00022741711,0.000025005786,0.0000035308117,0.0006430334],"genre_scores_gemma":[0.9994689,0.000018421253,0.000097977725,0.00018638527,0.00015887692,0.000003165194,0.0000030860747,0.000010565512,0.000052606236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968723,0.00036948957,0.00037724004,0.00018929846,0.0018248784,0.00036680995],"domain_scores_gemma":[0.99891704,0.0004567036,0.00016864997,0.00016816548,0.00008486317,0.00020455716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011982424,0.00011448135,0.00022180054,0.00006538681,0.00008645863,0.000037626527,0.00067688565,0.000050526447,0.00010624024],"category_scores_gemma":[0.00054761104,0.00007219786,0.000110977,0.00061808503,0.0002896025,0.0003559186,0.00019869737,0.0008281375,0.00019219276],"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":[0.004076572,0.0045214896,0.7401086,0.0005412146,0.00015757579,0.0009393917,0.029007839,0.066309795,0.090755016,0.011413671,0.0200095,0.03215933],"study_design_scores_gemma":[0.0006981358,0.0016566702,0.96892715,0.00013641528,0.000010594549,0.00001901953,0.00038845325,0.024501948,0.000755408,0.0016765589,0.0010904571,0.00013921261],"about_ca_topic_score_codex":0.00016436164,"about_ca_topic_score_gemma":0.0001444778,"teacher_disagreement_score":0.22881852,"about_ca_system_score_codex":0.00014686456,"about_ca_system_score_gemma":0.00006432221,"threshold_uncertainty_score":0.35978913},"labels":[],"label_agreement":null},{"id":"W3092571822","doi":"10.3390/plants9101323","title":"Seasonal Dynamics of Leaf Stoichiometry of Phragmites australis: A Case Study From Yangguan Wetland, Dunhuang, China","year":2020,"lang":"en","type":"article","venue":"Plants","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"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 Guelph","funders":"Natural Science Foundation of Gansu Province; National Natural Science Foundation of China","keywords":"Phragmites; Ecological stoichiometry; Wetland; Animal science; Seasonality; Stoichiometry; Ecosystem; Biology; Horticulture; Botany; Chemistry; Ecology","score_opus":0.014943325289685033,"score_gpt":0.22900993875627235,"score_spread":0.2140666134665873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092571822","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":[0.99655175,0.000023250337,0.00013697859,0.000098972705,0.00009212133,0.00029937664,0.0021854353,0.000030999396,0.0005811016],"genre_scores_gemma":[0.9994546,0.0000061430765,0.00024093765,0.000021962742,0.00003738719,0.000005275629,0.0001563526,0.000018986779,0.00005835881],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851644,0.00007484361,0.00038224284,0.00035045136,0.0004302674,0.00024577626],"domain_scores_gemma":[0.9992363,0.000097940196,0.00021526063,0.0002615051,0.000006763456,0.0001822363],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001466323,0.00019021712,0.0003723985,0.00004859466,0.000055625533,0.000015602387,0.00029716748,0.000069162,0.0009217594],"category_scores_gemma":[0.000049600625,0.00017240403,0.00007571146,0.00032112436,0.00006811798,0.00013179163,0.00033660096,0.0001477325,0.00008612372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000112249385,0.00033564467,0.9913468,0.000040219853,0.00008392068,0.0007729644,0.002758027,0.0007095703,0.0014822767,0.000005191603,0.00022256222,0.0021306244],"study_design_scores_gemma":[0.0020480885,0.00063763175,0.83851373,0.000069145586,0.00012947198,0.0003867255,0.009935176,0.14713842,0.00049843645,0.000074204036,0.00010030351,0.00046864172],"about_ca_topic_score_codex":0.012374705,"about_ca_topic_score_gemma":0.026016427,"teacher_disagreement_score":0.152833,"about_ca_system_score_codex":0.00006979147,"about_ca_system_score_gemma":0.000011496312,"threshold_uncertainty_score":0.99999154},"labels":[],"label_agreement":null},{"id":"W3093576180","doi":"10.3390/plants9101392","title":"Phenotypic Variability and Genetic Diversity of Phragmites australis in Quebec and Kashmir Reveal Contrasting Population Structure","year":2020,"lang":"en","type":"article","venue":"Plants","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Department of Biotechnology, Ministry of Science and Technology, India","keywords":"Biology; Phragmites; Population; Gene flow; Local adaptation; Genetic diversity; Phenotypic trait; Introgression; Genetic variation; Botany; Ecology; Genetics; Phenotype; Gene; Demography","score_opus":0.008850090672154746,"score_gpt":0.18646269454830897,"score_spread":0.1776126038761542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093576180","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":[0.9996037,0.00000678526,0.000036633104,0.00004672902,0.000016921222,0.0001129741,0.00011999979,0.000007144772,0.000049116003],"genre_scores_gemma":[0.99965674,0.000002628623,0.00028727128,0.000017508562,0.000009119011,3.3645685e-7,0.00001625086,0.0000023784473,0.000007746731],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994793,0.000041043582,0.00012493937,0.00016971595,0.00008796251,0.00009702966],"domain_scores_gemma":[0.99978375,0.00005629343,0.000052457362,0.00004929062,0.0000016705709,0.000056533743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006338434,0.00006203693,0.00011828088,0.000009198924,0.00004467844,0.000008858817,0.000048831003,0.00003932638,0.000065315624],"category_scores_gemma":[0.000049955805,0.000059081824,0.000006798269,0.000050152485,0.000031084546,0.00008582743,0.00022939833,0.000053258966,0.0000011867644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018107457,0.0000050478047,0.9931212,0.00004487862,0.000002459884,0.0000031156758,0.00067669945,0.00040705505,0.0025087663,0.0000028298816,0.0000070507067,0.0032027767],"study_design_scores_gemma":[0.00021155381,0.000012488756,0.9886432,0.000012462513,0.00000598329,0.0000035672829,0.000046748097,0.01077643,0.000036814152,0.00018973496,0.000002965641,0.000058000336],"about_ca_topic_score_codex":0.025557136,"about_ca_topic_score_gemma":0.03950624,"teacher_disagreement_score":0.0139491055,"about_ca_system_score_codex":0.000036311816,"about_ca_system_score_gemma":0.000001849397,"threshold_uncertainty_score":0.98093176},"labels":[],"label_agreement":null},{"id":"W3095546704","doi":"10.1093/biolinnean/blaa169","title":"Birth order as a source of within-genotype diversification in the clonal duckweed,<i>Spirodela polyrhiza</i>(Araceae: Lemnoideae)","year":2020,"lang":"en","type":"article","venue":"Biological Journal of the Linnean Society","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Phenology; Diversification (marketing strategy); Phenotypic plasticity; Ecology; Botany; Evolutionary biology","score_opus":0.02041787556099956,"score_gpt":0.2129056738517363,"score_spread":0.19248779829073676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095546704","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":[0.9912025,0.00011253863,0.0011218798,0.0069457297,0.00012403865,0.00017857389,0.000011252269,0.000008231633,0.0002952999],"genre_scores_gemma":[0.996396,0.000078588695,0.0010462232,0.0022636375,0.00012399898,0.0000010800655,0.0000022656498,0.000007385121,0.00008083902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837625,0.000269475,0.0005345251,0.00018402,0.00043178847,0.0002039435],"domain_scores_gemma":[0.99893874,0.0001645984,0.00057869166,0.00019541325,0.00003680934,0.00008572143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010353236,0.0001393446,0.00023997341,0.000008351443,0.00013912957,0.000024068107,0.0009377188,0.00012737146,0.00015174858],"category_scores_gemma":[0.00026972307,0.00006672912,0.00029915,0.00052060257,0.00025170227,0.00008799058,0.0003962811,0.0004649084,0.000044768825],"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":[0.00060359435,0.00042883298,0.9028958,0.000037759954,0.00012554893,0.000013583778,0.017605798,0.02100112,0.045667514,0.0005136755,0.008521814,0.0025849673],"study_design_scores_gemma":[0.0035488429,0.002432689,0.8752111,0.00012623555,0.00017324902,0.00038349486,0.022031622,0.04318675,0.0022343297,0.003444567,0.046326302,0.0009008093],"about_ca_topic_score_codex":0.00013102496,"about_ca_topic_score_gemma":0.00003448378,"teacher_disagreement_score":0.043433186,"about_ca_system_score_codex":0.00008534247,"about_ca_system_score_gemma":0.000033836273,"threshold_uncertainty_score":0.27211344},"labels":[],"label_agreement":null},{"id":"W3096460193","doi":"10.1007/s10933-020-00162-w","title":"Building upon open-barrel corer and sectioning systems to foster the continuing legacy of John Glew","year":2020,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Coring; Hammer; Geology; Marine engineering; Computer science; Mechanical engineering; Engineering; Drilling","score_opus":0.015314714717191988,"score_gpt":0.24509701287831476,"score_spread":0.22978229816112278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096460193","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":[0.990462,0.00024159004,0.005234373,0.0024487455,0.0004817947,0.00021354617,0.0000025887596,0.000005560629,0.000909793],"genre_scores_gemma":[0.99876535,0.000023849721,0.000732752,0.0003000874,0.00013058797,0.0000026269433,1.8377597e-7,0.000010524957,0.000034062978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988531,0.0001159789,0.0004976907,0.00015294841,0.00017788443,0.00020242369],"domain_scores_gemma":[0.9991574,0.00012911574,0.0004312581,0.000120137884,0.000029436234,0.00013261192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005051596,0.000104745624,0.00033042865,0.000046156827,0.00006724786,0.000102309845,0.00041695053,0.00006448099,0.00008708805],"category_scores_gemma":[0.00015363444,0.00007238029,0.000051439387,0.00018265109,0.000059094593,0.00028679878,0.0005527852,0.0002252946,0.000016191942],"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":[0.0006604081,0.000081640224,0.7892492,0.00018199217,0.00020859636,0.00015718114,0.011858002,0.06246259,0.10897604,0.0009333397,0.0032076084,0.022023445],"study_design_scores_gemma":[0.009051473,0.0066374857,0.67123353,0.0016554301,0.00045249143,0.008572124,0.021977426,0.17608334,0.0037694534,0.001135776,0.09790078,0.0015306912],"about_ca_topic_score_codex":0.00012154686,"about_ca_topic_score_gemma":0.00033258603,"teacher_disagreement_score":0.118015625,"about_ca_system_score_codex":0.000045788147,"about_ca_system_score_gemma":0.000010378335,"threshold_uncertainty_score":0.29515824},"labels":[],"label_agreement":null},{"id":"W3098198702","doi":"10.1016/j.jenvman.2020.111617","title":"Extrapolating canopy phenology information using Sentinel-2 data and the Google Earth Engine platform to identify the optimal dates for remotely sensed image acquisition of semiarid mangroves","year":2020,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México","keywords":"Mangrove; Phenology; Canopy; Environmental science; Multispectral image; Normalized Difference Vegetation Index; Remote sensing; Deciduous; Vegetation (pathology); Geography; Earth observation; Ecology; Climate change; Satellite; Biology","score_opus":0.016465725749969455,"score_gpt":0.24302038588538502,"score_spread":0.22655466013541556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098198702","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":[0.95116717,0.000041628035,0.04656798,0.0012144465,0.000080097096,0.00059124344,0.000109225366,0.0000052203995,0.00022301446],"genre_scores_gemma":[0.9836599,0.00006172403,0.015757376,0.00037989893,0.000061361236,0.0000028010886,0.000042400352,0.000011574735,0.000022956363],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99871475,0.000042160158,0.0005713196,0.00015522967,0.00032235196,0.00019420005],"domain_scores_gemma":[0.99907464,0.0000872067,0.0004935714,0.0002651705,0.0000044771177,0.00007496227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006269871,0.00013760498,0.0002078389,0.00004343551,0.00015492614,0.000075811506,0.00042056106,0.00003089972,0.00009497892],"category_scores_gemma":[0.00002829119,0.00009076931,0.00006134653,0.00009515926,0.0001333982,0.0008736428,0.0010728998,0.00011015525,0.000011450049],"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":[0.005278756,0.00039158022,0.020102993,0.0010126851,0.0013249271,0.000083257204,0.016402276,0.21419089,0.63462645,0.00053329446,0.004595498,0.101457424],"study_design_scores_gemma":[0.0040015443,0.0002815971,0.064014986,0.00009334241,0.0003832324,0.0001505974,0.008270087,0.9144394,0.0023911214,0.00017054993,0.0055002477,0.0003033086],"about_ca_topic_score_codex":0.00003098606,"about_ca_topic_score_gemma":0.000011368992,"teacher_disagreement_score":0.7002485,"about_ca_system_score_codex":0.000079819765,"about_ca_system_score_gemma":0.000003172565,"threshold_uncertainty_score":0.3701465},"labels":[],"label_agreement":null},{"id":"W3099746799","doi":"10.3390/rs12223758","title":"The Google Earth Engine Mangrove Mapping Methodology (GEEMMM)","year":2020,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":84,"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; University of British Columbia","funders":"U.S. Environmental Protection Agency","keywords":"Mangrove; Environmental resource management; Remote sensing; Carbon stock; Environmental science; Ecosystem services; Earth observation; Climate change; Computer science; Geography; Ecosystem; Satellite; Ecology; Oceanography; Geology","score_opus":0.041308269608600325,"score_gpt":0.23139673382701348,"score_spread":0.19008846421841316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3099746799","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":[0.5845021,0.000083102444,0.38603047,0.0061612953,0.00043211953,0.00031595642,0.0000031442905,0.00016765566,0.022304123],"genre_scores_gemma":[0.8758833,0.00003562267,0.12180767,0.001013035,0.00024220784,2.2580458e-8,0.0000045830748,0.000036157428,0.0009774069],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99884343,0.00017691296,0.00020020088,0.0002686229,0.00017141842,0.00033942147],"domain_scores_gemma":[0.9992775,0.00029925897,0.000073366165,0.00022723443,0.000005543419,0.000117103555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004628539,0.00012329347,0.0001586429,0.000012100941,0.00023377103,0.000046712088,0.00014362336,0.000054391287,0.00006306226],"category_scores_gemma":[0.00021621013,0.00009430539,0.000064624306,0.00021950301,0.00007047334,0.00006170337,0.00030638283,0.00016716582,0.00062343245],"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":[0.000026451737,0.0000033410024,0.00021507483,0.000022039694,0.000025560958,0.00006585852,0.0014507107,0.0055886074,0.07663635,0.000037162954,0.00071845995,0.91521037],"study_design_scores_gemma":[0.00014613227,0.000027638,0.0008357276,0.00001632813,0.000008467904,0.000073403724,0.00034241812,0.92208546,0.0011932165,0.00040051766,0.07471357,0.00015709203],"about_ca_topic_score_codex":0.00029701812,"about_ca_topic_score_gemma":0.00058908365,"teacher_disagreement_score":0.9164969,"about_ca_system_score_codex":0.000057837697,"about_ca_system_score_gemma":0.0000056449926,"threshold_uncertainty_score":0.8013171},"labels":[],"label_agreement":null},{"id":"W3101795692","doi":"10.1038/s41522-020-00164-6","title":"Diversity, function and assembly of mangrove root-associated microbial communities at a continuous fine-scale","year":2020,"lang":"en","type":"article","venue":"npj Biofilms and Microbiomes","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":171,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; Fundamental Research Funds for the Central Universities; Sun Yat-sen University; National Natural Science Foundation of China","keywords":"Biology; Mangrove; Rhizosphere; Ecological niche; Ecology; Niche; Botany; Microbial population biology; Microbial ecology; Niche differentiation; Community structure; Microbiome; Ecosystem; Habitat; Bacteria","score_opus":0.007610987565857916,"score_gpt":0.17068292246110006,"score_spread":0.16307193489524213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101795692","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":[0.9985343,0.000101249694,0.000025890553,0.00025675652,0.00007635103,0.00015146908,0.00022594543,0.00003208067,0.0005959226],"genre_scores_gemma":[0.9990361,0.00002821601,0.000084802516,0.00013397977,0.000010941137,0.0000013885453,0.00007510388,0.000009965409,0.00061954657],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99935055,0.000037221667,0.00016556824,0.00018049714,0.000077869794,0.00018829804],"domain_scores_gemma":[0.9996674,0.000030753756,0.0001094064,0.000098747005,0.000010018744,0.00008365109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008870089,0.0001382432,0.00023119418,0.000023158136,0.00035966927,0.000030093306,0.000117438765,0.00009231177,0.000217423],"category_scores_gemma":[0.000005139853,0.0001295504,0.000047654066,0.00012250453,0.00017725598,0.000105023224,0.0020356923,0.00007085496,0.000025487994],"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":[0.000066054425,0.000042163232,0.43893084,0.000041048716,0.00003109591,0.0000015001291,0.0018702769,0.00000399683,0.5556942,0.000005587006,0.0023689775,0.00094425],"study_design_scores_gemma":[0.004431424,0.0011349529,0.94118965,0.00012650623,0.00025150966,0.00005767468,0.0036292537,0.0018647623,0.035092615,0.000057125577,0.011254559,0.0009099661],"about_ca_topic_score_codex":0.0024960353,"about_ca_topic_score_gemma":0.01203667,"teacher_disagreement_score":0.5206016,"about_ca_system_score_codex":0.00005215178,"about_ca_system_score_gemma":0.0000031344462,"threshold_uncertainty_score":0.67167443},"labels":[],"label_agreement":null},{"id":"W3105388434","doi":"10.1111/1758-2229.12904","title":"Saltmarsh rhizosphere fungal communities vary by sediment type and dominant plant species cover in Nova Scotia, Canada","year":2020,"lang":"en","type":"article","venue":"Environmental Microbiology Reports","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Acadia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Salt marsh; Species richness; Ecology; Sediment; Rhizosphere; Biodiversity; Biology; Species diversity; Environmental science","score_opus":0.005080866937913782,"score_gpt":0.15338266882153925,"score_spread":0.14830180188362546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105388434","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":[0.99668264,0.00036995058,0.0000074892014,0.00031425245,0.0003422368,0.0003101967,0.00038890206,0.000012736842,0.0015715781],"genre_scores_gemma":[0.99758154,0.00007682929,0.00006939656,0.00086348865,0.000022468632,0.000003179727,0.00065283634,0.000023323795,0.00070694275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985234,0.00009074299,0.0004565891,0.00041078785,0.0001198839,0.00039859564],"domain_scores_gemma":[0.99935126,0.000063910156,0.00017473404,0.00025669934,0.0000011803885,0.00015223754],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014525613,0.00026498118,0.00033384468,0.0000119205715,0.00008307354,0.00001616027,0.00015063694,0.0001112793,0.0045184293],"category_scores_gemma":[0.000010207382,0.00025080453,0.000028000652,0.00008442671,0.00028766043,0.0000964975,0.0006679124,0.0002476868,0.00014621085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006089172,0.00006757334,0.75382185,0.000013750654,0.000021449485,0.00060865906,0.000356374,0.00026403042,0.20002843,5.970686e-7,0.044678982,0.00007741024],"study_design_scores_gemma":[0.0022809214,0.0009357732,0.5643706,0.00012853056,0.000091556765,0.008812496,0.0054180617,0.0012766063,0.03270124,0.000020025387,0.3818105,0.002153727],"about_ca_topic_score_codex":0.22784415,"about_ca_topic_score_gemma":0.5338213,"teacher_disagreement_score":0.3371315,"about_ca_system_score_codex":0.00054969307,"about_ca_system_score_gemma":0.00003561662,"threshold_uncertainty_score":0.9999944},"labels":[],"label_agreement":null},{"id":"W3106661271","doi":"10.5194/hess-25-1229-2021","title":"Monitoring tidal hydrology in coastal wetlands with the “Mini Buoy”: applications for mangrove restoration","year":2021,"lang":"en","type":"article","venue":"Hydrology and earth system sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Natural Environment Research Council; Lembaga Pengelola Dana Pendidikan; Dana Ilmu Pengetahuan Indonesia; Sight Research UK; University of Glasgow; UK Research and Innovation; British Society for Geomorphology","keywords":"Buoy; Intertidal zone; Mangrove; Salt marsh; Environmental science; Submersion (mathematics); Wetland; Current (fluid); Hydrology (agriculture); Tide gauge; Oceanography; Geology; Sea level; Fishery; Ecology","score_opus":0.009802216904508596,"score_gpt":0.22077553983018372,"score_spread":0.2109733229256751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106661271","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":[0.9924349,0.00006564675,0.0025755542,0.00094807765,0.00013340244,0.00039165645,0.000011159864,0.00002490663,0.0034147033],"genre_scores_gemma":[0.9989583,0.000009227682,0.0004501407,0.00004445057,0.0000730834,0.00018754942,0.0000070384053,0.0000051765096,0.00026505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886733,0.00010698801,0.00018577545,0.0003868867,0.00015530112,0.00029772212],"domain_scores_gemma":[0.99949986,0.000180814,0.00008997262,0.00016623117,0.000011033802,0.00005209405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064811285,0.0001068742,0.00016193939,0.00003952404,0.0004794049,0.00005004883,0.00016770599,0.00008038999,0.000015390418],"category_scores_gemma":[0.000010475279,0.000071510905,0.000022011445,0.00031782847,0.00037790227,0.00015657481,0.000115242416,0.00008911888,0.000022857343],"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":[0.000069680595,0.000037691265,0.97861165,0.000058406218,0.00001245993,0.000020583559,0.0006556905,0.013739561,0.0015654716,0.002118128,0.000054139782,0.0030565257],"study_design_scores_gemma":[0.0024359825,0.0014609486,0.55327284,0.00013808125,0.00008291791,0.0015622135,0.010517344,0.4112615,0.0012748237,0.000856925,0.016358165,0.00077826815],"about_ca_topic_score_codex":0.00023686647,"about_ca_topic_score_gemma":0.024424149,"teacher_disagreement_score":0.42533883,"about_ca_system_score_codex":0.000021644544,"about_ca_system_score_gemma":0.000029424653,"threshold_uncertainty_score":0.99337757},"labels":[],"label_agreement":null},{"id":"W3107643664","doi":"","title":"Phosphorus Weathering and Ecosystem Development: Holocene Record From Green Lake, British Columbia, Canada","year":2001,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Holocene; Weathering; Ecosystem; Phosphorus; Oceanography; Environmental science; Geology; Physical geography; Geography; Ecology; Geomorphology","score_opus":0.006487327518406369,"score_gpt":0.16730207308603345,"score_spread":0.1608147455676271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107643664","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":[0.98262954,0.00011244393,0.000007041299,0.00004568427,0.00027905524,0.00019936256,0.00007532873,0.000083967316,0.01656755],"genre_scores_gemma":[0.99638283,0.0000762018,0.0011546775,0.00009163017,0.00006342474,0.00001528428,0.00004124559,0.000038768056,0.0021359622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803185,0.000034636778,0.0004928539,0.0005392877,0.0003674337,0.00053395383],"domain_scores_gemma":[0.9991561,0.00012629066,0.00020433133,0.00023065422,0.000012663601,0.00026997234],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031735442,0.00018143229,0.00026767986,0.000011085034,0.0003215778,0.0002641558,0.00025603335,0.00010063151,0.00011120008],"category_scores_gemma":[0.00006943897,0.0002755943,0.000028174887,0.00013197248,0.000026273647,0.00016988761,0.0002796765,0.00017154052,0.00009547246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005417061,0.0000192067,0.9504331,0.000014765345,0.000017772467,0.00029851176,0.00011055376,0.00034889593,0.000042336927,3.427508e-8,0.00074540527,0.047964018],"study_design_scores_gemma":[0.000293915,0.000012918821,0.9360961,0.00023886607,0.0000113081815,0.000116078045,0.00013807855,0.00085659616,0.000020955933,0.000017580465,0.0618414,0.00035622573],"about_ca_topic_score_codex":0.99791735,"about_ca_topic_score_gemma":0.99997264,"teacher_disagreement_score":0.061095994,"about_ca_system_score_codex":0.00040854808,"about_ca_system_score_gemma":0.00007607281,"threshold_uncertainty_score":0.9999696},"labels":[],"label_agreement":null},{"id":"W3108677405","doi":"10.1111/avsc.12550","title":"Native plant turnover and limited exotic spread explain swamp biotic differentiation with urbanization","year":2020,"lang":"en","type":"article","venue":"Applied Vegetation Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Espace pour la vie; McGill University; Université Laval","funders":"","keywords":"Species richness; Swamp; Urbanization; Ecology; Plant community; Geography; Beta diversity; Introduced species; Wetland; Biology","score_opus":0.012587529574294095,"score_gpt":0.18342152259890698,"score_spread":0.17083399302461288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108677405","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":[0.95160884,0.000005720009,0.044772454,0.00019746038,0.000043174015,0.00036730277,0.00000555124,0.000057146204,0.002942341],"genre_scores_gemma":[0.9986942,0.0000031584532,0.0009684425,0.00024116308,0.000016904005,0.00001525393,0.000028763578,0.000010847421,0.000021308719],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985592,0.00001931697,0.00018296299,0.00047486293,0.0005456725,0.00021798298],"domain_scores_gemma":[0.99949193,0.00006341118,0.00013819171,0.00012678905,0.000022431872,0.00015724097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018542784,0.00013696881,0.00012002982,0.000062172265,0.00022404078,0.00011255794,0.00017789478,0.000033986616,0.000050140905],"category_scores_gemma":[0.000058691134,0.000110942085,0.000010298132,0.0009877726,0.0002501905,0.0004895091,0.0001354953,0.000076671124,0.00012034014],"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":[0.00046546131,0.00024166713,0.30810776,0.0002564393,0.000045262383,0.000022777744,0.030970307,0.0554437,0.569718,0.022380237,0.00020926105,0.012139101],"study_design_scores_gemma":[0.0008128208,0.0001753267,0.52111477,0.000031425836,0.00002388613,0.000016187172,0.0004891574,0.46876368,0.0077391006,0.00039853022,0.00008525183,0.00034987123],"about_ca_topic_score_codex":0.000023309476,"about_ca_topic_score_gemma":0.0002891803,"teacher_disagreement_score":0.56197894,"about_ca_system_score_codex":0.000114571005,"about_ca_system_score_gemma":0.000021213047,"threshold_uncertainty_score":0.4524087},"labels":[],"label_agreement":null},{"id":"W3118281808","doi":"10.1007/s10530-020-02432-0","title":"Mapping Phragmites cover using WorldView 2/3 and Sentinel 2 images at Lake Erie Wetlands, Canada","year":2021,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Nature Conservancy of Canada","keywords":"Phragmites; Wetland; Biology; Support vector machine; Invasive species; Bay; Botany; Ecology; Remote sensing; Artificial intelligence; Computer science; Geography","score_opus":0.07607296094674997,"score_gpt":0.2197888164318997,"score_spread":0.14371585548514976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118281808","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":[0.99340665,0.00023924913,0.000119706565,0.00052768167,0.00011534528,0.000093498624,0.00028146707,0.000028308714,0.0051880693],"genre_scores_gemma":[0.9963477,0.00027471982,0.00067610864,0.00067780307,0.000038687027,0.0000058949995,0.00015218781,0.000008238858,0.0018186179],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989285,0.000077861325,0.00020285242,0.0003540791,0.00013800441,0.00029873755],"domain_scores_gemma":[0.999436,0.00015868133,0.00005871653,0.00017829379,0.000009158985,0.0001591209],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001084881,0.00014291181,0.00020067403,0.000011946969,0.00027644934,0.0000352649,0.000102126935,0.00006792712,0.0069364393],"category_scores_gemma":[0.00013893387,0.00010473229,0.00004495451,0.00021576638,0.000099229896,0.00005957296,0.0009056457,0.000094495554,0.00007630555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004269409,0.000029382889,0.95979625,0.000015429208,0.000011897904,0.00013637047,0.000019160312,0.00014179252,0.028339684,0.000018509993,0.011024261,0.00046298534],"study_design_scores_gemma":[0.00028537615,0.000013504362,0.68538094,0.00008130366,0.000015006928,0.00022224673,0.00018441222,0.00305555,0.00048519197,0.00015340264,0.30973023,0.0003928438],"about_ca_topic_score_codex":0.012567138,"about_ca_topic_score_gemma":0.81238216,"teacher_disagreement_score":0.799815,"about_ca_system_score_codex":0.00012005987,"about_ca_system_score_gemma":0.00004206008,"threshold_uncertainty_score":0.99400824},"labels":[],"label_agreement":null},{"id":"W3118538889","doi":"10.1007/s12237-020-00894-y","title":"Geographic Variation in Salt Marsh Structure and Function for Nekton: a Guide to Finding Commonality Across Multiple Scales","year":2021,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Graduate School, University of North Carolina at Chapel Hill; California Sea Grant, University of California, San Diego; Nature Conservancy; University of South Alabama","keywords":"Salt marsh; Nekton; Seascape; Marsh; Habitat; Geography; Vetting; Ecology; Wetland; Environmental resource management; Environmental science; Biology; Computer science","score_opus":0.007444883483578173,"score_gpt":0.23759380014990653,"score_spread":0.23014891666632836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118538889","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":[0.99437594,0.00005606414,0.0046090744,0.00045715392,0.00012653225,0.00021645278,0.000104325016,0.0000140647235,0.00004040557],"genre_scores_gemma":[0.9985391,0.000016365833,0.0011266983,0.00013347407,0.000027277927,0.000019803329,0.0000431911,0.000007447076,0.000086674445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920505,0.000030751264,0.00017071523,0.0002759621,0.00010944189,0.00020810048],"domain_scores_gemma":[0.99965364,0.00010689511,0.000041647407,0.00011576233,0.0000117963955,0.00007024974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018878952,0.00010028218,0.0001344959,0.00001760424,0.00021694756,0.00010528718,0.000045855893,0.000061558894,0.00002655809],"category_scores_gemma":[0.00007372906,0.00009735262,0.000021233589,0.00016108315,0.00004921276,0.00013527312,0.0002758722,0.000060473743,0.0000017086315],"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":[0.00007019221,0.000017169372,0.98209906,0.000035349578,0.00000655268,0.0000024860738,0.0006206311,0.00075042923,0.0014718779,0.00015314725,0.000104973915,0.014668138],"study_design_scores_gemma":[0.00045989756,0.000050671606,0.9818052,0.000020456655,0.000006603755,0.000012113146,0.00031463144,0.01112158,0.00004990552,0.0013441913,0.004699202,0.000115550836],"about_ca_topic_score_codex":0.0025242988,"about_ca_topic_score_gemma":0.28569084,"teacher_disagreement_score":0.28316656,"about_ca_system_score_codex":0.000041473726,"about_ca_system_score_gemma":0.0000060710686,"threshold_uncertainty_score":0.72734344},"labels":[],"label_agreement":null},{"id":"W3119388159","doi":"10.1002/essoar.10505734.1","title":"The Cooling and Heating Impacts of a Lake and a Nearby Wetland Under Current and Changing Climate","year":2021,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Wetland; Current (fluid); Environmental science; Geology; Ecology; Oceanography","score_opus":0.007969146157059516,"score_gpt":0.2277494545269671,"score_spread":0.21978030836990758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119388159","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":[0.9978119,0.0006393038,0.00032626052,0.00013545637,0.00003943637,0.00007782545,0.000008736322,0.000009375949,0.00095169526],"genre_scores_gemma":[0.99879384,0.00094091863,0.00017599978,0.000026516844,0.000010717305,0.0000019836536,0.000002499176,0.0000058676446,0.00004166738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993481,0.00002400676,0.00012905776,0.00015534202,0.00009431071,0.00024917314],"domain_scores_gemma":[0.9996874,0.000106343636,0.000043219694,0.00008624432,0.0000048080624,0.000072028655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030119976,0.00007414822,0.0001020764,0.0000133330595,0.00023938481,0.000077680845,0.000027916936,0.00001868982,0.00003460936],"category_scores_gemma":[0.000024819286,0.0000499856,0.000011440594,0.00010043606,0.00007012257,0.00008044352,0.00045487846,0.00005408775,0.000001732964],"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":[0.000026235675,0.000022370092,0.9509737,0.00018167235,0.000016641785,0.00000616765,0.0013804507,0.00023452866,0.0050319866,0.0007747318,0.000020300142,0.041331224],"study_design_scores_gemma":[0.0012438692,0.000098742334,0.67793006,0.0004030753,0.000050949948,0.0003358405,0.0060681053,0.30949014,0.00094212545,0.0009510796,0.0020653738,0.00042062448],"about_ca_topic_score_codex":0.00010517224,"about_ca_topic_score_gemma":0.016361848,"teacher_disagreement_score":0.30925563,"about_ca_system_score_codex":0.0000134666525,"about_ca_system_score_gemma":0.0000046862497,"threshold_uncertainty_score":0.9130295},"labels":[],"label_agreement":null},{"id":"W3120677790","doi":"10.9753/icce.v36v.papers.1","title":"MODELLING TRANSPORT AND FATE OF WOODY DEBRIS IN COASTAL WATERS","year":2020,"lang":"en","type":"article","venue":"Coastal Engineering Proceedings","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Council Canada; University of Washington","keywords":"Debris; Shore; Environmental science; Coarse woody debris; Ecosystem; Storm; Hydrology (agriculture); Climate change; Oceanography; Ecology; Geology; Habitat","score_opus":0.008046496414743831,"score_gpt":0.16388300396578226,"score_spread":0.15583650755103842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120677790","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":[0.98527247,0.000009534414,0.013595036,0.000115547235,0.000034123794,0.00016405736,0.000023170978,0.000070867645,0.0007152227],"genre_scores_gemma":[0.99795246,0.000017494485,0.0019117112,0.000018836565,0.000017019367,0.000008457931,0.000007242446,0.00003067019,0.000036083475],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989034,0.0000013463873,0.00029694714,0.00030183385,0.00019949382,0.0002969829],"domain_scores_gemma":[0.9997162,0.0000107572105,0.00005126313,0.000046716345,0.000008897679,0.00016612612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011037977,0.00018044517,0.00024363694,0.000048877042,0.000022308655,0.000016177795,0.00013688883,0.00006114209,0.000020720365],"category_scores_gemma":[0.000013562938,0.00018505329,0.00004100433,0.0002756681,0.000042504133,0.0002757949,0.00017113017,0.00015368195,0.000008833723],"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":[0.000071508555,0.000031326934,0.203344,0.000475861,0.000013747159,0.000015800017,0.0038829325,0.7632114,0.028091475,0.00012479778,0.000026456866,0.00071067206],"study_design_scores_gemma":[0.00044437873,0.00008469438,0.00961371,0.00007891625,0.000010585935,0.0000133799895,0.0002569,0.98738986,0.0014484031,0.000019269228,0.00039297668,0.00024692251],"about_ca_topic_score_codex":0.00039406845,"about_ca_topic_score_gemma":0.00008858059,"teacher_disagreement_score":0.22417845,"about_ca_system_score_codex":0.000026742078,"about_ca_system_score_gemma":0.0000043940527,"threshold_uncertainty_score":0.7546254},"labels":[],"label_agreement":null},{"id":"W3122697648","doi":"10.1017/inp.2021.2","title":"Effective suppression of established invasive <i>Phragmites australis</i> leads to secondary invasion in a coastal marsh","year":2021,"lang":"en","type":"article","venue":"Invasive Plant Science and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Phragmites; Invasive species; Marsh; Wetland; Vegetation (pathology); Ecology; Introduced species; Glyphosate; Plant community; Biology; Environmental science; Ecological succession","score_opus":0.007093757561038485,"score_gpt":0.20956771959443274,"score_spread":0.20247396203339427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122697648","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":[0.98818916,0.00001861904,0.00007120864,0.0003046384,0.0002024119,0.0008757283,0.00015379228,0.000017480219,0.010166973],"genre_scores_gemma":[0.9981021,0.00019663048,0.00077869353,0.0004458945,0.0000107315755,0.000077137265,0.00004947894,0.000010013613,0.0003293051],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99754256,0.000082796614,0.00034922422,0.00076719536,0.00076342345,0.00049482356],"domain_scores_gemma":[0.9990208,0.00024240617,0.000116099836,0.00034723335,0.000052993597,0.00022044587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082049763,0.00021134953,0.0002922024,0.000261493,0.00016273322,0.0001096954,0.00040346035,0.000054543907,0.00019046964],"category_scores_gemma":[0.0002981157,0.00019161077,0.00003952176,0.0012990833,0.00032361702,0.00070639397,0.002025245,0.00013753345,0.00005446578],"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":[0.00020069777,0.00035632245,0.36284798,0.0007422757,0.000027234342,0.0011581575,0.00255439,0.0021236443,0.60830635,0.00075237564,0.008571979,0.012358602],"study_design_scores_gemma":[0.0015985764,0.000366433,0.6919382,0.0011300272,0.00004307837,0.00013723629,0.0035303463,0.0005039654,0.29629153,0.0007217909,0.0030970671,0.0006416962],"about_ca_topic_score_codex":0.0007649272,"about_ca_topic_score_gemma":0.02875471,"teacher_disagreement_score":0.32909027,"about_ca_system_score_codex":0.00021324787,"about_ca_system_score_gemma":0.00009668291,"threshold_uncertainty_score":0.988968},"labels":[],"label_agreement":null},{"id":"W3123457938","doi":"10.1007/s12237-020-00891-1","title":"Climate Change Implications for Tidal Marshes and Food Web Linkages to Estuarine and Coastal Nekton","year":2021,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":67,"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 New Brunswick","funders":"California Sea Grant, University of California, San Diego; University of South Alabama","keywords":"Nekton; Marsh; Environmental science; Climate change; Estuary; Seascape; Salt marsh; Food web; Oceanography; Ecosystem; Ecology; Wetland; Geology; Habitat; Biology","score_opus":0.015625488086281815,"score_gpt":0.22969018149960327,"score_spread":0.21406469341332146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123457938","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":[0.99424636,0.00024027433,0.0003197076,0.0037713745,0.00007622936,0.00039387928,0.00031274316,0.000034453973,0.00060499547],"genre_scores_gemma":[0.9976883,0.00044305358,0.0011885059,0.00023634156,0.00006462867,0.00013119951,0.000041872638,0.000016802069,0.00018929617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990954,0.000016132613,0.00015219829,0.0003667233,0.00007881835,0.00029074927],"domain_scores_gemma":[0.9995226,0.00008761861,0.000039235794,0.00016309106,0.000014965562,0.00017248336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010416989,0.00014944549,0.00017999114,0.000021625976,0.00029902457,0.0001367504,0.00006006464,0.00005335724,0.000028060536],"category_scores_gemma":[0.000032259013,0.00014128738,0.00002284795,0.00010849893,0.000101725585,0.00015562485,0.0007773896,0.00005438937,0.0000073680912],"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":[0.000033036235,0.00006899444,0.8699562,0.00013512961,0.000021336793,0.000004269192,0.0011151073,0.000012280253,0.0018050773,0.0042811716,0.0004660507,0.12210133],"study_design_scores_gemma":[0.00051885634,0.00031445388,0.9807004,0.000038228744,0.000030064439,0.000090276044,0.0005156992,0.0017623047,0.000080353406,0.0011385481,0.014566549,0.00024429435],"about_ca_topic_score_codex":0.00018715995,"about_ca_topic_score_gemma":0.029315205,"teacher_disagreement_score":0.12185703,"about_ca_system_score_codex":0.000014649425,"about_ca_system_score_gemma":0.000007910859,"threshold_uncertainty_score":0.98839724},"labels":[],"label_agreement":null},{"id":"W3124932392","doi":"10.1007/s12237-020-00875-1","title":"Tidal Marsh Restoration Optimism in a Changing Climate and Urbanizing Seascape","year":2021,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University; University of New Brunswick","funders":"","keywords":"Marsh; Ecosystem services; Restoration ecology; Environmental resource management; Salt marsh; Recreation; Adaptive management; Threatened species; Environmental planning; Seascape; Environmental science; Geography; Ecosystem; Wetland; Ecology; Habitat","score_opus":0.005022496176158059,"score_gpt":0.18834086783514664,"score_spread":0.1833183716589886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124932392","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":[0.99660724,0.00020601426,0.00018709427,0.00037976282,0.00007274113,0.00006924304,0.0000046507844,0.000017620589,0.0024556515],"genre_scores_gemma":[0.99874455,0.00015961312,0.0005854927,0.00008146652,0.000019004534,0.00000640595,0.000010903037,0.000008040524,0.00038452554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992933,0.000027569988,0.00011318718,0.00021212525,0.00010141748,0.0002523741],"domain_scores_gemma":[0.99979377,0.000025696103,0.000029796855,0.0000902936,0.000004258644,0.000056193447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017086024,0.000083127954,0.00010328763,0.00003356144,0.00015310007,0.000091449445,0.00003261674,0.000037790058,0.000076329474],"category_scores_gemma":[0.000018204912,0.00008420939,0.000011175473,0.00019698098,0.00004229552,0.00017962493,0.00041338554,0.00006322579,0.000014133611],"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":[0.00005103364,0.00005657805,0.95165354,0.00009995619,0.000009107556,0.00018505252,0.005272864,0.0011842747,0.0021377215,0.0032409492,0.0003260651,0.03578283],"study_design_scores_gemma":[0.0013198144,0.0001271428,0.84478945,0.00019037188,0.000026727112,0.00029796927,0.0053563626,0.13414866,0.00023561595,0.0012658406,0.011610463,0.0006315675],"about_ca_topic_score_codex":0.0001981278,"about_ca_topic_score_gemma":0.0064020636,"teacher_disagreement_score":0.13296439,"about_ca_system_score_codex":0.000037982918,"about_ca_system_score_gemma":0.000006513481,"threshold_uncertainty_score":0.35725018},"labels":[],"label_agreement":null},{"id":"W3126379189","doi":"10.1007/s13157-021-01417-6","title":"Exploring Canadian Ramsar Sites Ecosystem Governance and Sustainability","year":2021,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University","funders":"","keywords":"Ramsar site; Sustainability; Environmental resource management; Corporate governance; Environmental planning; Business; Ecosystem services; Wetland; Geography; Ecology; Ecosystem; Environmental science","score_opus":0.01801428132246939,"score_gpt":0.19806431235302674,"score_spread":0.18005003103055733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126379189","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":[0.9859268,0.000057114998,0.000053208892,0.0007469741,0.00014184245,0.00011556678,0.00005417639,0.000034125347,0.012870199],"genre_scores_gemma":[0.9986398,0.00007588064,0.00008254018,0.000069143716,0.00004370722,0.000023100907,0.000022313376,0.000013753017,0.0010297477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886346,0.000044476456,0.00016978374,0.0003617036,0.00017072994,0.0003898231],"domain_scores_gemma":[0.99930906,0.00004163239,0.000040332907,0.0003066677,0.000019037603,0.00028328504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021056489,0.00012871048,0.00016178857,0.000016742959,0.00016943841,0.00007058291,0.00011593025,0.000045548208,0.0005816856],"category_scores_gemma":[0.00010763214,0.00012619758,0.000037133075,0.00021896267,0.00002956321,0.00029698678,0.0002094108,0.00009469683,0.00011953591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057006337,0.000015739191,0.992194,0.00007549453,0.000007927267,0.00014040712,0.00029523656,0.00038395487,0.00018840429,0.0004235662,0.00045539634,0.0058141733],"study_design_scores_gemma":[0.00040333043,0.000038343722,0.873792,0.00003621861,0.000014760897,0.00012819993,0.00087143434,0.013243487,0.00033195788,0.0005463947,0.11019717,0.00039669327],"about_ca_topic_score_codex":0.042370174,"about_ca_topic_score_gemma":0.84528506,"teacher_disagreement_score":0.8029149,"about_ca_system_score_codex":0.0007157805,"about_ca_system_score_gemma":0.000072925504,"threshold_uncertainty_score":0.9640068},"labels":[],"label_agreement":null},{"id":"W3128399296","doi":"10.1093/g3journal/jkaa025","title":"A high-quality genome assembly and annotation of the gray mangrove, <i>Avicennia marina</i>","year":2020,"lang":"en","type":"article","venue":"G3 Genes Genomes Genetics","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":30,"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":"Tamkeen; King Abdullah University of Science and Technology; Ministry of Environment; York University; New York University Abu Dhabi","keywords":"Avicennia marina; Biology; Genome; Sequence assembly; Gene; Genome size; Evolutionary biology; Reference genome; Mangrove; Genetics; Computational biology; Ecology","score_opus":0.010628769764353443,"score_gpt":0.21090840557929372,"score_spread":0.20027963581494027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128399296","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":[0.987277,0.009864151,0.00079831877,0.0005386928,0.0001476286,0.0003977449,0.000108706634,0.000027775093,0.0008400181],"genre_scores_gemma":[0.9930626,0.0037831643,0.0024008933,0.0004453186,0.00007010614,0.000011428415,0.000021617536,0.00002661131,0.0001782189],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845666,0.00010641345,0.00041246566,0.00039271207,0.00034906648,0.00028271315],"domain_scores_gemma":[0.9991484,0.00003796121,0.0002386305,0.00040695872,0.000020241454,0.00014777914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019674152,0.00020114107,0.00025251982,0.000017936236,0.00012447394,0.0000374288,0.00039483418,0.00008195155,0.00010986168],"category_scores_gemma":[0.0000057510783,0.00016081639,0.00007863017,0.0003157066,0.00012845984,0.00006247725,0.00080531597,0.00008995283,0.000069325215],"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":[0.000045292407,0.00005571735,0.4134091,0.00018450033,0.00004478636,0.0000035191244,0.001375438,0.012211271,0.284583,0.00013932155,0.000107020904,0.28784102],"study_design_scores_gemma":[0.00075555797,0.00022038276,0.9184828,0.000010281175,0.000089229616,0.000015155165,0.00037212088,0.0062955637,0.0077115986,0.0004946618,0.065011196,0.00054143963],"about_ca_topic_score_codex":0.00024888187,"about_ca_topic_score_gemma":0.00078443135,"teacher_disagreement_score":0.5050737,"about_ca_system_score_codex":0.000064180116,"about_ca_system_score_gemma":0.000016721466,"threshold_uncertainty_score":0.65579015},"labels":[],"label_agreement":null},{"id":"W3129975759","doi":"10.3390/w13040543","title":"Salt Marsh Hydrogeology: A Review","year":2021,"lang":"en","type":"review","venue":"Water","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Delaware Environmental Institute, University of Delaware; National Science Foundation","keywords":"Salt marsh; Marsh; Hydrogeology; Submarine groundwater discharge; Environmental science; Groundwater; Hydrology (agriculture); Oceanography; Wetland; Aquifer; Geology; Ecology","score_opus":0.018080087870069213,"score_gpt":0.27071824138156014,"score_spread":0.25263815351149094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129975759","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000052555965,0.9900859,0.0000075883418,0.000115627554,0.0002653151,0.0005606153,0.000023794444,0.000040322975,0.008895568],"genre_scores_gemma":[0.0000020135979,0.9905077,0.00006666787,0.00031777206,0.000056933677,0.00011540457,0.0004749076,0.00004730705,0.0084112445],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811476,0.00020098408,0.00051386515,0.0005252957,0.0002091991,0.00043591612],"domain_scores_gemma":[0.9991215,0.00002725318,0.00010533016,0.00063858,0.000004001447,0.0001033569],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003448025,0.00034137693,0.0014738553,0.00002554523,0.00005240474,0.000026129861,0.000388352,0.00020749195,0.017640509],"category_scores_gemma":[0.000016976746,0.00020124913,0.0004636078,0.00015372135,0.0000509603,0.00006366406,0.0010157875,0.00025784376,0.022755012],"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":[2.5392046e-7,0.000024634677,0.00003437632,0.034316998,0.000052498697,0.0001547678,0.000012360867,7.918078e-7,3.9251617e-7,0.00000820501,0.027466763,0.93792796],"study_design_scores_gemma":[0.000026772872,0.000008528094,6.3079654e-7,0.022364603,0.0003151537,0.0002867188,4.1763542e-7,0.0000056688336,4.3136265e-7,0.000019705942,0.97669554,0.0002758367],"about_ca_topic_score_codex":0.0000789728,"about_ca_topic_score_gemma":0.00022547829,"teacher_disagreement_score":0.94922876,"about_ca_system_score_codex":0.00020174278,"about_ca_system_score_gemma":0.00001622429,"threshold_uncertainty_score":0.9832575},"labels":[],"label_agreement":null},{"id":"W3134122763","doi":"10.1002/lno.11721","title":"Pore water exchange‐driven inorganic carbon export from intertidal salt marshes","year":2021,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canada First Research Excellence Fund; U.S. Geological Survey; Ocean Frontier Institute","keywords":"Marsh; Salt marsh; Intertidal zone; Wetland; Hydrology (agriculture); Estuary; Sediment; Oceanography; Environmental science; Bay; Total organic carbon; Flux (metallurgy); Brackish marsh; Geology; Ecology; Environmental chemistry; Geomorphology; Chemistry","score_opus":0.00473657319721592,"score_gpt":0.17518417778119588,"score_spread":0.17044760458397995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134122763","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":[0.995788,0.00027521545,0.000037075602,0.0004550426,0.00033487333,0.0000831878,0.000020780566,0.00006443965,0.0029414033],"genre_scores_gemma":[0.9987699,0.00016834101,0.0001833586,0.00030585058,0.000055944918,0.000006625488,0.00018001594,0.000016863325,0.00031313862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884254,0.00006640121,0.00020334295,0.00042666882,0.00010958992,0.00035147622],"domain_scores_gemma":[0.9995451,0.00002860001,0.00004061225,0.00027988566,0.0000075765115,0.000098219425],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000677314,0.00016962498,0.00021385837,0.000059446185,0.00009487347,0.000024620902,0.00014927398,0.00017361937,0.0011812241],"category_scores_gemma":[0.00000725564,0.00013518169,0.000074461015,0.00016638347,0.00017401126,0.00009635593,0.00055920443,0.00016994636,0.00006147775],"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":[0.000024353889,0.00004654695,0.9881823,0.000013322211,0.000049686016,0.0001577699,0.0010155793,0.00000364705,0.009022305,0.000012941142,0.00025684433,0.0012146913],"study_design_scores_gemma":[0.0009592987,0.0002351958,0.958615,0.00004537987,0.00010308274,0.00025466518,0.0010773556,0.0012357755,0.02049358,0.003527812,0.012810731,0.00064209197],"about_ca_topic_score_codex":0.00015658364,"about_ca_topic_score_gemma":0.0026305271,"teacher_disagreement_score":0.02956728,"about_ca_system_score_codex":0.000021985821,"about_ca_system_score_gemma":0.000004827267,"threshold_uncertainty_score":0.99973184},"labels":[],"label_agreement":null},{"id":"W3142191821","doi":"10.1007/s11356-021-13638-7","title":"Assessment of bioavailable nitrogen and phosphorus content in the sediments of Indian mangroves","year":2021,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Mangrove; Nutrient; Sediment; Phosphorus; Redfield ratio; Environmental chemistry; Ecosystem; Environmental science; Nutrient cycle; Salinity; Productivity; Nitrogen; Ecology; Chemistry; Biology; Phytoplankton","score_opus":0.031139151620541164,"score_gpt":0.2975744022459795,"score_spread":0.2664352506254383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142191821","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":[0.9943465,0.00022932306,0.000003021978,0.00034335037,0.000022937864,0.00022259941,0.000027623124,0.0000014484573,0.0048032226],"genre_scores_gemma":[0.9991732,0.00038665906,0.00013810283,0.000059033442,0.0000039560073,0.000011799765,0.0000036089014,0.0000030619303,0.00022057521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798656,0.00014233102,0.00020511447,0.00028095552,0.0010807207,0.00030433267],"domain_scores_gemma":[0.9995993,0.000050405084,0.000054242464,0.00020335989,0.0000073588994,0.00008534729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024714149,0.00006994839,0.00010891833,0.0000800927,0.00020935804,0.000034462937,0.00022703876,0.000032291584,0.00031457935],"category_scores_gemma":[0.000040151663,0.000051996038,0.000016699269,0.0005372276,0.0015273986,0.00017194892,0.00047325843,0.00012922299,0.000012599039],"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":[0.000007646539,0.00016594626,0.82395864,0.000014111741,0.0000033871765,0.000010373856,0.000736628,0.000048085596,0.16984692,0.0002373334,0.00006091301,0.004909991],"study_design_scores_gemma":[0.00027216342,0.0001157006,0.97284156,0.000019152778,0.0000023397067,0.000019443893,0.0050666695,0.0011627004,0.019418515,0.00018752278,0.0008325441,0.00006167761],"about_ca_topic_score_codex":0.0020285111,"about_ca_topic_score_gemma":0.00033316162,"teacher_disagreement_score":0.1504284,"about_ca_system_score_codex":0.00022917164,"about_ca_system_score_gemma":0.00004508397,"threshold_uncertainty_score":0.5627763},"labels":[],"label_agreement":null},{"id":"W3144777878","doi":"10.5539/jsd.v14n3p23","title":"Sustainable Management of Sundarbans: Stakeholder Attitudes Towards Participatory Management and Conservation of Mangrove Forests","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"College of the North Atlantic; Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Livelihood; Business; Environmental resource management; Sustainability; Mangrove; Stakeholder; Environmental planning; Overexploitation; Sustainable management; Ecosystem services; Citizen journalism; Corporate governance; Government (linguistics); Natural resource; Empowerment; Economic growth; Geography; Economics; Ecology; Political science; Agriculture; Ecosystem","score_opus":0.023752836911817746,"score_gpt":0.2393029610062266,"score_spread":0.21555012409440888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144777878","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":[0.9939054,0.00040090634,0.0012324221,0.00018137041,0.00006453734,0.00037281372,0.0000017943778,0.0000062887634,0.003834445],"genre_scores_gemma":[0.97977424,0.00017968555,0.0077673695,0.000036039593,0.000007881757,0.000019110847,0.0000042832594,0.000014629522,0.012196786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769676,0.000059674865,0.00088891806,0.00021577865,0.00067638786,0.0004624621],"domain_scores_gemma":[0.9988235,0.000028121985,0.0005408072,0.00021234817,0.0002688791,0.00012631454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010789185,0.0001766006,0.00038555582,0.00014314291,0.00011301729,0.000044277676,0.00020399709,0.000053122138,0.00021952103],"category_scores_gemma":[0.000019997706,0.00016434734,0.0000663805,0.00041522444,0.00010503246,0.0003988819,0.00069428177,0.00009637614,0.0000031035645],"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":[0.0005903736,0.00176449,0.8927848,0.018624859,0.0019143587,0.01088874,0.011334151,0.007710862,0.0005061895,0.029970922,0.006256251,0.017654007],"study_design_scores_gemma":[0.0013718479,0.00012935305,0.9154663,0.00035002435,0.00013538316,0.00006783299,0.05548096,0.00016887118,0.0035978837,0.0014170203,0.021556819,0.00025770263],"about_ca_topic_score_codex":0.00012993327,"about_ca_topic_score_gemma":0.00018130023,"teacher_disagreement_score":0.04414681,"about_ca_system_score_codex":0.00070420903,"about_ca_system_score_gemma":0.00015929839,"threshold_uncertainty_score":0.67018896},"labels":[],"label_agreement":null},{"id":"W3154586309","doi":"10.3390/su13094636","title":"Local Drivers Associated to Temporal Spectral Response of Chlorophyll-a in Mangrove Leaves","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Rhizophora mangle; Mangrove; Avicennia; Environmental science; Abiotic component; Basal area; Salinity; Rhizophoraceae; Diameter at breast height; Vegetation (pathology); Chlorophyll a; Seasonality; Ecology; Botany; Biology","score_opus":0.003523762116381361,"score_gpt":0.2186980915535064,"score_spread":0.21517432943712503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154586309","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":[0.9975218,0.000003884864,0.0006059814,0.0008630019,0.00006436668,0.00031372908,0.000022404081,0.000023538929,0.00058130047],"genre_scores_gemma":[0.9986756,5.136418e-7,0.00014734997,0.00003949876,0.000005292208,0.000009355741,0.0000075116045,0.000010296511,0.0011045699],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826247,0.00032812785,0.00032161895,0.0004049466,0.00028529487,0.0003975533],"domain_scores_gemma":[0.99922377,0.00013696947,0.000067051886,0.00038162587,0.000065636545,0.00012497514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009512336,0.00012985127,0.00025046285,0.00005133962,0.000043217235,0.000014322068,0.0001773083,0.000082802566,0.00044381813],"category_scores_gemma":[0.0013827214,0.00013561512,0.00008658484,0.0006619518,0.00016806317,0.00011966539,0.000410847,0.00013265006,0.000037090285],"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":[0.0005273598,0.0002582794,0.9873348,0.00004301736,0.000006838818,0.00018548375,0.0013638501,0.007862394,0.0013279188,0.000066007095,0.00011316531,0.0009108728],"study_design_scores_gemma":[0.00037548415,0.00015052485,0.98940724,0.0000108133145,0.0000043860896,0.0000030604629,0.0037272857,0.0018301165,0.0019467542,0.0021475104,0.0002437687,0.00015305015],"about_ca_topic_score_codex":0.003278889,"about_ca_topic_score_gemma":0.020196818,"teacher_disagreement_score":0.016917927,"about_ca_system_score_codex":0.003625537,"about_ca_system_score_gemma":0.00017370949,"threshold_uncertainty_score":0.99768203},"labels":[],"label_agreement":null},{"id":"W3154919363","doi":"10.19189/map.2019.jsp.sta.1916","title":"Plant community assembly is predicted by an environmental gradient in high-altitude wetlands in the semiarid western Bolivian Andes","year":2021,"lang":"en","type":"article","venue":"Mires and Peat","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"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":"International Development Research Centre","keywords":"Wetland; Altitude (triangle); Environmental science; Plant community; Hydrology (agriculture); Flooding (psychology); Ecology; Physical geography; Geography; Geology; Ecological succession; Biology","score_opus":0.008283085041678215,"score_gpt":0.20510124063802376,"score_spread":0.19681815559634555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154919363","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":[0.998515,0.0000811495,0.000007336241,0.00029144334,0.000043908858,0.0001427665,0.00044065568,0.000011145043,0.00046656697],"genre_scores_gemma":[0.9987145,0.0002543973,0.000017343968,0.00027979646,0.0000148595045,0.000014688876,0.0005355816,0.000009591672,0.00015921563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998824,0.0002643359,0.00019908846,0.0002346723,0.00021304324,0.0002648433],"domain_scores_gemma":[0.99949247,0.00006865879,0.0000377272,0.00031660032,9.1610036e-7,0.00008363333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032092046,0.00014685378,0.00016779084,0.00002391293,0.0001715889,0.000081943246,0.00022650725,0.00006876038,0.0001738482],"category_scores_gemma":[0.000004033612,0.00011052145,0.000023791412,0.00009910656,0.000072613264,0.00012889589,0.0002727254,0.00026661818,0.0000083008135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002143224,0.00031793662,0.9893035,0.0000145711565,0.0000052515456,0.00005284033,0.00540684,0.000061097606,0.002833323,0.0000027229098,0.0004937703,0.00148667],"study_design_scores_gemma":[0.0005872319,0.00011032452,0.9912171,0.000033770088,0.000007390664,0.000066122535,0.001947024,0.002812774,0.0002563463,0.00004146356,0.0027695685,0.00015089332],"about_ca_topic_score_codex":0.012704405,"about_ca_topic_score_gemma":0.21928357,"teacher_disagreement_score":0.20657916,"about_ca_system_score_codex":0.00010692659,"about_ca_system_score_gemma":0.0000046105124,"threshold_uncertainty_score":0.9938701},"labels":[],"label_agreement":null},{"id":"W3160367177","doi":"10.21203/rs.3.rs-38503/v1","title":"Ocean temperature controls kelp decomposition and carbon sink potential","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"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; Bedford Institute of Oceanography; Fisheries and Oceans Canada; Université Laval; Dalhousie University","funders":"","keywords":"Carbon sink; Kelp; Sink (geography); Environmental science; Decomposition; Oceanography; Carbon fibers; Kelp forest; Ecology; Climate change; Geography; Geology; Materials science; Biology","score_opus":0.004146124683589683,"score_gpt":0.20302918623080077,"score_spread":0.19888306154721108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160367177","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":[0.98378855,0.000050626866,0.00032866458,0.0016539816,0.00042685473,0.00055922195,0.00007611711,0.0001287294,0.012987237],"genre_scores_gemma":[0.99842024,0.000034664612,0.0004957232,0.0002719829,0.00015382159,0.0000047187505,0.00017471955,0.000027230682,0.00041690684],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985208,0.00006319287,0.00026499666,0.00063425204,0.00027670455,0.0002400786],"domain_scores_gemma":[0.9993908,0.000019383167,0.00010843647,0.0002845689,0.000007101492,0.00018970332],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000111556765,0.00028550884,0.00033385586,0.000025516329,0.00008247859,0.0001708132,0.00021544956,0.00030887302,0.00033250914],"category_scores_gemma":[0.000010730467,0.00025462697,0.00008875525,0.000060862494,0.00005807518,0.00006289006,0.0014998721,0.0004642653,0.000060214086],"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":[0.0012200782,0.0006925777,0.26730394,0.0018396078,0.0007977985,0.0011400086,0.002486859,0.15341486,0.53210723,0.000866544,0.024631405,0.013499078],"study_design_scores_gemma":[0.0020846017,0.0002941838,0.09942985,0.00023943321,0.0002992082,0.00020664303,0.00021302009,0.8851772,0.001146596,0.007506018,0.0015350168,0.001868258],"about_ca_topic_score_codex":0.001028852,"about_ca_topic_score_gemma":0.00066751207,"teacher_disagreement_score":0.7317623,"about_ca_system_score_codex":0.00015658885,"about_ca_system_score_gemma":0.000013175432,"threshold_uncertainty_score":0.9999906},"labels":[],"label_agreement":null},{"id":"W3164027065","doi":"","title":"Multi-trophic effects of invasive species suppression in a coastal wetland","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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; Trophic level; Invasive species; Ecology; Environmental science; Geography; Fishery; Oceanography; Biology; Geology","score_opus":0.005615935626074793,"score_gpt":0.17741543023700804,"score_spread":0.17179949461093325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164027065","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":[0.9988292,0.000044872504,0.000007871616,0.00004070504,0.0002705643,0.00033685297,0.00006869946,0.000012709853,0.00038851888],"genre_scores_gemma":[0.83527726,0.0002015448,0.000707118,0.000001941177,0.000008695707,6.242282e-7,0.0005899647,0.000019291621,0.16319355],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99876696,0.00009539131,0.00016985845,0.0003837926,0.00033666316,0.00024731632],"domain_scores_gemma":[0.99923784,0.0000856105,0.00028506038,0.00028410982,0.000028498207,0.00007890862],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008029391,0.0002251336,0.00050888554,0.00016316681,0.00007022967,0.000010074011,0.0003215075,0.00025014626,0.00059602904],"category_scores_gemma":[0.000038847473,0.00024954538,0.00014854211,0.00026430405,0.000102543985,0.00017838659,0.00030871408,0.00021301035,0.000043163924],"study_design_candidate":"observational","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":[0.0004959285,0.00054841035,0.19586611,0.0030917756,0.00010555457,0.0007599247,0.1335767,0.0013482558,0.6626969,0.0000108627755,0.00066859706,0.0008309864],"study_design_scores_gemma":[0.0026306356,0.0002492718,0.83365,0.002190047,0.00013874187,0.000007518395,0.12660013,0.002169775,0.03165477,0.000030857726,0.000109713576,0.0005685512],"about_ca_topic_score_codex":0.08673439,"about_ca_topic_score_gemma":0.8218966,"teacher_disagreement_score":0.7351622,"about_ca_system_score_codex":0.00012450239,"about_ca_system_score_gemma":0.000043851618,"threshold_uncertainty_score":0.9999957},"labels":[],"label_agreement":null},{"id":"W3165447308","doi":"10.3389/feart.2021.678189","title":"Response of Mangrove Development to Air Temperature Variation Over the Past 3000 Years in Qinzhou Bay, Tropical China","year":2021,"lang":"en","type":"article","venue":"Frontiers in Earth Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"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":"National Natural Science Foundation of China","keywords":"Mangrove; Bay; Environmental science; Oceanography; Tropics; Blue carbon; Ecosystem; Subtropics; Climatology; Tropical marine climate; Physical geography; Atmospheric sciences; Geology; Geography; Ecology","score_opus":0.002401567703649337,"score_gpt":0.18539937250722885,"score_spread":0.18299780480357952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165447308","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":[0.9967546,0.0000138522755,0.0016853884,0.00048457578,0.00045003404,0.00019984778,0.0000067765714,0.0000076223196,0.00039732357],"genre_scores_gemma":[0.98415023,0.0000031353218,0.015166921,0.00016385569,0.000012074551,0.000010574687,0.000001709118,0.0000057627494,0.00048573178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837524,0.000120512,0.0002599607,0.00038102717,0.00054467213,0.00031859626],"domain_scores_gemma":[0.9995176,0.000032914562,0.000054109165,0.00029959518,0.0000103892,0.000085354775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008846766,0.00009806225,0.00014533,0.000120152145,0.000090622256,0.000040269715,0.00040693476,0.000051839826,0.00010006491],"category_scores_gemma":[0.00015840688,0.000080033584,0.000025034939,0.0015094482,0.0001748711,0.00022385076,0.00036682773,0.0001497231,0.000037351376],"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":[0.00012259377,0.00006400038,0.9734645,0.000005551288,0.000002123988,0.000034395085,0.0038818044,0.008417262,0.010638962,0.000024795307,0.00064877444,0.002695224],"study_design_scores_gemma":[0.00022093147,0.00002684097,0.9925724,0.000028901028,0.0000010943064,0.0000060369257,0.00029691702,0.0040758513,0.000706913,0.000046066907,0.001914991,0.000103015205],"about_ca_topic_score_codex":0.00012855067,"about_ca_topic_score_gemma":0.0022973947,"teacher_disagreement_score":0.019107927,"about_ca_system_score_codex":0.00027294818,"about_ca_system_score_gemma":0.00013143332,"threshold_uncertainty_score":0.3263675},"labels":[],"label_agreement":null},{"id":"W3167388779","doi":"10.1002/essoar.10501495.1","title":"Carbon accumulation in freshwater marsh soils: A synthesis for temperate North America","year":2019,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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 Toronto","funders":"","keywords":"Marsh; Wetland; Environmental science; Soil carbon; Temperate climate; Carbon cycle; Soil water; Bog; Blue carbon; Peat; Total organic carbon; Ecology; Ecosystem; Carbon fibers; Carbon sequestration; Hydrology (agriculture); Soil science; Geology; Biology; Carbon dioxide","score_opus":0.010713702555243808,"score_gpt":0.2183882104780444,"score_spread":0.2076745079228006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167388779","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":[0.99086595,0.0000013502978,0.00019309831,0.00009861019,0.00007348788,0.00044761796,0.000023259394,0.000029636254,0.008267023],"genre_scores_gemma":[0.9969854,0.0000026606529,0.00085651973,0.00007366177,0.000011793464,0.000069257054,0.000019981078,0.000014149078,0.001966595],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919397,0.00002405114,0.00017667671,0.00024945513,0.00012200235,0.00023383988],"domain_scores_gemma":[0.9996454,0.00007647977,0.000040740906,0.00019335953,0.0000035655,0.000040434297],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010224542,0.00009992884,0.00013876142,0.000035648925,0.000023137674,0.00002449277,0.00011351876,0.000038725964,0.0014625542],"category_scores_gemma":[0.00001989929,0.00008132869,0.00003713658,0.00013806281,0.000014700048,0.00013043259,0.000099085475,0.00003885077,0.00052294583],"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":[0.000033708726,0.00002836878,0.9738247,0.000018300723,0.0000041319527,7.854595e-7,0.00013226036,0.01938096,0.0016387561,0.000003896394,0.00011475315,0.0048193918],"study_design_scores_gemma":[0.00030285222,0.00004810386,0.23569643,0.000014641971,0.0000062731747,0.0000011563606,0.00010626313,0.7594999,0.00036675372,0.000072392155,0.0036710293,0.00021417101],"about_ca_topic_score_codex":0.0040544453,"about_ca_topic_score_gemma":0.10022987,"teacher_disagreement_score":0.740119,"about_ca_system_score_codex":0.00014554546,"about_ca_system_score_gemma":0.0000044569747,"threshold_uncertainty_score":0.99945027},"labels":[],"label_agreement":null},{"id":"W3169524530","doi":"10.5194/egusphere-egu21-7208","title":"The Mini Buoy: a novel hydrodynamics sensor for long-term deployments in coastal wetlands","year":2021,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"McGill University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Buoy; Environmental science; Intertidal zone; Accelerometer; Salt marsh; Remote sensing; Mangrove; Data logger; Marine engineering; Oceanography; Geology; Fishery; Computer science; Engineering","score_opus":0.010713037485439468,"score_gpt":0.23284377927801178,"score_spread":0.2221307417925723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169524530","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":[0.9835085,0.000008031678,0.010945056,0.00051697285,0.00027157945,0.00040476536,0.000079493926,0.000042469386,0.0042231176],"genre_scores_gemma":[0.9881956,0.00002169545,0.0012832319,0.00011358907,0.000033399556,0.000059608526,0.00008073817,0.000031454143,0.010180672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985042,0.000028070617,0.0003272322,0.0003924791,0.0002672629,0.000480762],"domain_scores_gemma":[0.9992464,0.00019489878,0.00007039126,0.00037248098,0.000012604281,0.000103225786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026761479,0.00017656248,0.00017848579,0.000021751008,0.00018208253,0.00009522454,0.0002525597,0.00007584449,0.00016787651],"category_scores_gemma":[0.00006433334,0.000130395,0.00009390344,0.00022846293,0.00006656627,0.00012345484,0.0004485998,0.00010333669,0.00008996113],"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":[0.000059916663,0.00020398547,0.9887469,0.000023593204,0.000022008544,0.000038840884,0.000091464084,0.0015527096,0.0050325417,0.00014510844,0.00032662178,0.003756328],"study_design_scores_gemma":[0.0022294843,0.00008944943,0.7044564,0.000038067334,0.000024134994,0.00013713712,0.00033365973,0.2884037,0.0005678602,0.00014733787,0.0031466554,0.00042612656],"about_ca_topic_score_codex":0.00028127717,"about_ca_topic_score_gemma":0.21216364,"teacher_disagreement_score":0.286851,"about_ca_system_score_codex":0.00017418504,"about_ca_system_score_gemma":0.000024741177,"threshold_uncertainty_score":0.8022123},"labels":[],"label_agreement":null},{"id":"W3170666080","doi":"10.21203/rs.3.rs-363398/v1","title":"Global patterns and drivers of tidal marsh response to accelerating sea-level rise","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Environment Research Council; U.S. Geological Survey; Vlaamse regering; Fonds Wetenschappelijk Onderzoek; UK Research and Innovation; National Science Foundation","keywords":"Sea level rise; Marsh; Salt marsh; Sea level; Oceanography; Environmental science; Geography; Ecology; Geology; Climate change; Biology; Wetland","score_opus":0.0532144577323888,"score_gpt":0.34385378976015957,"score_spread":0.29063933202777076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170666080","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":[0.99488956,0.000032409032,0.0007950376,0.00040530652,0.0001090089,0.0007793224,0.0016305397,0.00002458386,0.0013342517],"genre_scores_gemma":[0.9974999,0.000049819628,0.0017768852,0.0000151443455,0.000039568127,0.000056027406,0.0000781133,0.000024080551,0.0004604721],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960222,0.0008369526,0.00035214188,0.0008005194,0.0013529885,0.00063517445],"domain_scores_gemma":[0.9984077,0.000297136,0.00009110715,0.000713782,0.00009597359,0.00039430583],"candidate_categories":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021692328,0.00023605912,0.00035542477,0.00011753754,0.00017881399,0.00022221482,0.0005610806,0.00023528586,0.0009781806],"category_scores_gemma":[0.00056810083,0.0002419838,0.00010350359,0.00046404835,0.00013479954,0.000116323354,0.008200297,0.00058198196,0.00007600748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033379896,0.00008285272,0.9817865,0.0006120803,0.000029685347,0.00016748083,0.0011402564,0.004983332,0.0013650111,0.0000073920955,0.00077633344,0.008715278],"study_design_scores_gemma":[0.00029312517,0.00017177392,0.98742586,0.0007198103,0.000007847116,0.000014839986,0.0020737671,0.008446993,0.00015630007,0.000081463586,0.0003328517,0.00027535725],"about_ca_topic_score_codex":0.010113941,"about_ca_topic_score_gemma":0.027371535,"teacher_disagreement_score":0.017257595,"about_ca_system_score_codex":0.0009951607,"about_ca_system_score_gemma":0.00015709738,"threshold_uncertainty_score":0.99993503},"labels":[],"label_agreement":null},{"id":"W3171474210","doi":"10.3390/cli9060091","title":"Ecosystem-Based Adaptation to Protect Avian Species in Coastal Communities in the Greater Niagara Region, Canada","year":2021,"lang":"en","type":"article","venue":"Climate","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University","funders":"Marine Environmental Observation Prediction and Response Network","keywords":"Biodiversity; Coral reef; Environmental resource management; Ecosystem; Habitat; Geography; Shore; Climate change; Ecosystem services; Ecotourism; Resource (disambiguation); Marine ecosystem; Ecology; Adaptation (eye); Fishery; Environmental science; Biology; Tourism","score_opus":0.020155534375465658,"score_gpt":0.20021446770384457,"score_spread":0.1800589333283789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171474210","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":[0.99356776,0.0000055425876,0.00014928966,0.0011558655,0.00008194882,0.0004125173,0.0000889398,0.000012512612,0.0045255967],"genre_scores_gemma":[0.99913317,0.0000049619675,0.0000817232,0.0004460663,0.000011410762,0.00008543555,0.000063786116,0.0000112778225,0.00016214162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987706,0.00026196058,0.0002591989,0.00016164179,0.00023491505,0.00031169204],"domain_scores_gemma":[0.9994568,0.00009193009,0.00005205905,0.00034479442,0.000009806783,0.000044569588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033692317,0.00011827194,0.00014763429,0.000038305836,0.00011056726,0.00006049311,0.00023208972,0.000031632553,0.0002299725],"category_scores_gemma":[0.000029318746,0.00009400255,0.000024140865,0.00031014383,0.00002552411,0.00008452261,0.00015932995,0.00012225352,0.000058426245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008887492,0.00009691756,0.9079914,0.00022497894,0.0000054560755,0.00073255115,0.01081871,0.07713258,0.00035202477,0.00010199551,0.0015781063,0.0008764128],"study_design_scores_gemma":[0.000844278,0.000089014,0.90434676,0.00043165425,0.000007920481,0.00009412467,0.03021485,0.049964465,0.00025437624,0.00007444694,0.013248945,0.0004291895],"about_ca_topic_score_codex":0.3649826,"about_ca_topic_score_gemma":0.9991687,"teacher_disagreement_score":0.63418615,"about_ca_system_score_codex":0.00037019036,"about_ca_system_score_gemma":0.000071741786,"threshold_uncertainty_score":0.63924605},"labels":[],"label_agreement":null},{"id":"W3172080158","doi":"10.1007/s13157-021-01461-2","title":"Effects of Elevated CO2 Concentrations on 13C Fractionation during Photosynthesis, Post-Photosynthesis and Night Respiration in Mangrove Saplings Avicennia marina and Rhizophora stylosa","year":2021,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Avicennia marina; Mangrove; Photosynthesis; Biology; Avicennia; Rhizophora; Botany; δ13C; Carbon cycle; Aerial root; Ecology; Stable isotope ratio; Ecosystem","score_opus":0.0027706175967373704,"score_gpt":0.1856763591982393,"score_spread":0.18290574160150194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172080158","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":[0.9983707,0.0000356617,0.000041615796,0.0001875857,0.00006987687,0.00032202146,0.00003314503,0.000023461856,0.00091592997],"genre_scores_gemma":[0.9993852,0.00013723216,0.00012578939,0.000060112765,0.000020701083,0.000031990206,0.000051702795,0.00001604102,0.00017123467],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987833,0.000097413584,0.00030008802,0.00037308727,0.0002482741,0.00019786895],"domain_scores_gemma":[0.99926275,0.0003268838,0.00013874854,0.00016855705,0.000027698648,0.00007538092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018161058,0.0001576916,0.0002170404,0.00008894397,0.00012378239,0.000048734357,0.00006091385,0.00011058602,0.00018194501],"category_scores_gemma":[0.0001976117,0.00015837341,0.000030477284,0.00025769958,0.0000492321,0.00022140415,0.000096159405,0.00012069297,0.000016436978],"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":[0.00021788168,0.00015319625,0.20845425,0.00017245891,0.000020210258,0.00003762968,0.0003922362,0.00022111638,0.78872395,0.00008928536,0.000015611866,0.0015021691],"study_design_scores_gemma":[0.00079481426,0.00008016286,0.73398304,0.00012961235,0.000026246937,0.000018458666,0.000113758535,0.0067519587,0.25766072,0.00008590475,0.00018280043,0.00017250869],"about_ca_topic_score_codex":0.0006181895,"about_ca_topic_score_gemma":0.004508324,"teacher_disagreement_score":0.53106326,"about_ca_system_score_codex":0.00015826621,"about_ca_system_score_gemma":0.000016572047,"threshold_uncertainty_score":0.645828},"labels":[],"label_agreement":null},{"id":"W3172565898","doi":"10.1101/2021.06.09.447690","title":"Fungal succession on the decomposition of three plant species from a Brazilian mangrove","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Institut National de la Recherche Scientifique","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Mangrove; Rhizophora mangle; Biology; Ecological succession; Botany; Ecology; Plant community","score_opus":0.01066110299775383,"score_gpt":0.19572642786456163,"score_spread":0.1850653248668078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172565898","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":[0.99608237,0.000099079436,0.00090949616,0.00028140034,0.00084285764,0.0005191035,0.0010431914,0.00009033073,0.0001321536],"genre_scores_gemma":[0.9986805,0.000057880123,0.0008427091,0.00010969808,0.0001801888,0.00005979984,0.000004120265,0.000058967325,0.000006165167],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9975354,0.00015207996,0.00049557554,0.00081880996,0.00062503346,0.00037308087],"domain_scores_gemma":[0.99789643,0.00018089793,0.00044938346,0.0012813,0.000044709588,0.00014730365],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038090578,0.00042429985,0.00046288798,0.00006923603,0.00018500198,0.00019198954,0.0007468024,0.0003196927,0.0011086813],"category_scores_gemma":[0.00006705943,0.00033864047,0.00018055287,0.00027698738,0.00013888345,0.00014246989,0.0013642573,0.00056150596,0.00014975334],"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":[0.00010037268,0.00025191958,0.2057757,0.00014252034,0.00012325971,0.00010739994,0.000039605122,0.00095287623,0.7915896,0.0002982506,0.000612315,0.000006180736],"study_design_scores_gemma":[0.00023695613,0.000051986848,0.84863544,0.000775176,0.00006928767,2.8188293e-8,0.000015963424,0.0055790986,0.14363457,0.000009796027,0.0005062762,0.00048542945],"about_ca_topic_score_codex":0.0011935964,"about_ca_topic_score_gemma":0.0012515514,"teacher_disagreement_score":0.647955,"about_ca_system_score_codex":0.00042884093,"about_ca_system_score_gemma":0.00007324392,"threshold_uncertainty_score":0.99990654},"labels":[],"label_agreement":null},{"id":"W3174292015","doi":"10.5194/egusphere-egu21-13638","title":"Monitoring the Evolution of a Tidal Salt Marsh Restoration Site with an RTK-enabled UAV","year":2021,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Capital District Health Authority; Saint Mary's University","funders":"","keywords":"Salt marsh; Wetland; Bay; Marsh; Environmental resource management; Climate change; Estuary; Restoration ecology; Environmental science; Geography; Oceanography; Ecology; Geology","score_opus":0.006291681993132789,"score_gpt":0.19959835715106836,"score_spread":0.19330667515793556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174292015","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":[0.98804045,0.00001335518,0.0043883594,0.00009282258,0.000078971454,0.0001034565,0.0000031591208,0.000024975503,0.0072544822],"genre_scores_gemma":[0.9969222,0.0000035881608,0.0014504173,0.000007637062,0.000038912985,0.0000063615216,0.000006846304,0.0000075027983,0.0015565534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927163,0.00006000996,0.00012938937,0.00016735168,0.00024085944,0.00013074046],"domain_scores_gemma":[0.9995924,0.000021867523,0.000058131638,0.00026956658,0.00001672186,0.000041274274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018064374,0.00006709006,0.000074851996,0.000012130896,0.00009550614,0.000029282523,0.00008905868,0.000030213303,0.00023905227],"category_scores_gemma":[0.00001354421,0.000043704058,0.000018379851,0.00023993346,0.000033091525,0.00027841586,0.000101841026,0.000056915116,0.00006237838],"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":[0.00006329826,0.000070494105,0.9287071,0.000017329236,0.000009025873,0.0000089003515,0.0004778233,0.010891617,0.057511054,0.00032247553,0.00008335638,0.0018375202],"study_design_scores_gemma":[0.00045599436,0.00023766707,0.91177166,0.000054187807,0.000026603751,0.000041587315,0.002214873,0.07728947,0.0068202685,0.00041650143,0.00046336642,0.00020779914],"about_ca_topic_score_codex":0.0028179458,"about_ca_topic_score_gemma":0.02067779,"teacher_disagreement_score":0.06639785,"about_ca_system_score_codex":0.00026759654,"about_ca_system_score_gemma":0.000023938333,"threshold_uncertainty_score":0.99719226},"labels":[],"label_agreement":null},{"id":"W3175750108","doi":"10.1016/j.marpolbul.2021.112649","title":"Fate and transport of coastal driftwood: A critical review","year":2021,"lang":"en","type":"review","venue":"Marine Pollution Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Oceanography; Geography; Geology","score_opus":0.017940800731870835,"score_gpt":0.2681438833042738,"score_spread":0.250203082572403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175750108","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010549773,0.9906518,0.00014543958,0.00070220785,0.00012290414,0.000530434,0.00026742843,0.00003007586,0.007539172],"genre_scores_gemma":[0.000121577825,0.99706084,0.0005126166,0.0001305097,0.00003521446,0.000050917057,0.00028939176,0.000036929392,0.001762031],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997818,0.00019399934,0.00084634504,0.0005042256,0.00032994305,0.0003075131],"domain_scores_gemma":[0.9991401,0.00008815678,0.00022607761,0.0003738284,0.000015188114,0.0001566861],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004591405,0.00035490148,0.0015706568,0.000045807305,0.00006194296,0.0000125732795,0.00019753256,0.00017259823,0.011601802],"category_scores_gemma":[0.0001414414,0.00030912968,0.00036276926,0.00027756678,0.00019265083,0.000029247138,0.0006217516,0.00026953197,0.00032210548],"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":[0.0000031705456,0.00008717761,0.00019747941,0.040071666,0.000040061615,0.00006562195,0.000009827036,0.0000012977208,2.9732917e-7,0.00032172535,0.0052484036,0.95395327],"study_design_scores_gemma":[0.00009277492,0.000033971664,0.00016452931,0.018232966,0.00045289006,0.00026524215,0.0000039502456,0.000010176709,1.1364696e-7,0.0000134392485,0.9804506,0.00027937692],"about_ca_topic_score_codex":0.00051415374,"about_ca_topic_score_gemma":0.00060546835,"teacher_disagreement_score":0.97520214,"about_ca_system_score_codex":0.00008466693,"about_ca_system_score_gemma":0.00003940815,"threshold_uncertainty_score":0.9999361},"labels":[],"label_agreement":null},{"id":"W3175981356","doi":"10.21203/rs.3.rs-597373/v1","title":"Differences in above-ground resource acquisition and niche overlap between a model invader (Phragmites australis) and resident plant species: Measuring the role of fitness and niche differences in the field","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Natural Resources and Forestry; Ministry of Natural Resources","keywords":"Phragmites; Niche; Ecology; Resource (disambiguation); Biology; Environmental niche modelling; Ecological niche; Geography; Wetland; Habitat; Computer science","score_opus":0.06445249436350659,"score_gpt":0.2973804603376353,"score_spread":0.23292796597412874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175981356","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":[0.99615717,0.0012787445,0.000023746925,0.001062018,0.000014166781,0.00076995336,0.00013037115,0.0000071922027,0.00055662857],"genre_scores_gemma":[0.99845266,0.0011936977,0.000023242892,0.00002333578,0.000042174677,0.000097456934,0.00003563104,0.000013006001,0.00011879449],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996375,0.0008973481,0.0004473663,0.00066595007,0.0011366047,0.00047769927],"domain_scores_gemma":[0.99675506,0.0024804606,0.00013303275,0.0005096359,0.000025915622,0.000095896496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00232656,0.0002606129,0.00046436745,0.0001569468,0.00021498157,0.0004376171,0.0006136224,0.00026590444,0.000058397574],"category_scores_gemma":[0.0003159891,0.0001637482,0.000048517515,0.00030950244,0.00039910743,0.00016554401,0.0024745464,0.0011713622,7.9033026e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052635423,0.000038527156,0.98883843,0.00039732002,0.000018007095,0.000013907498,0.009364599,0.00031448968,0.0003233346,0.00009134987,0.000032485223,0.0005149125],"study_design_scores_gemma":[0.0002231072,0.000078346464,0.95265776,0.0009960782,0.000013795742,0.0000067843825,0.022754481,0.02001215,0.00012733263,0.002928564,0.00001865515,0.00018292587],"about_ca_topic_score_codex":0.010095271,"about_ca_topic_score_gemma":0.031126464,"teacher_disagreement_score":0.036180653,"about_ca_system_score_codex":0.00014517723,"about_ca_system_score_gemma":0.000048927042,"threshold_uncertainty_score":0.9964966},"labels":[],"label_agreement":null},{"id":"W3180041568","doi":"10.1101/2021.07.03.451016","title":"Invasive grass causes biotic homogenization in wetland birds","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Marsh; Phragmites; Wetland; Ecology; Homogenization (climate); Trophic level; Plant community; Beta diversity; Habitat; Biology; Biodiversity; Species richness","score_opus":0.00850015778499044,"score_gpt":0.1912504728339919,"score_spread":0.18275031504900147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180041568","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":[0.99678314,0.00023701134,0.0008454281,0.00010345443,0.0009952277,0.0006730445,0.00012875359,0.00020192095,0.00003200293],"genre_scores_gemma":[0.9979932,0.00036545022,0.0011893831,0.00009222146,0.00012770634,0.00010026014,0.0000023001455,0.00012297784,0.000006517205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99684525,0.0001927656,0.0006275373,0.001195107,0.0005088043,0.00063056307],"domain_scores_gemma":[0.998096,0.0000828059,0.0003477288,0.001140935,0.000078559104,0.00025396704],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046268484,0.00054840394,0.0005889682,0.00023644046,0.0001281627,0.000312509,0.00058894797,0.00053185003,0.00029893708],"category_scores_gemma":[0.00030181065,0.0006073846,0.000131662,0.0010817567,0.00011806542,0.00028318597,0.0015968742,0.00059640926,0.00026929658],"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":[0.000010485553,0.00015750376,0.7215886,0.00031456846,0.000050794766,0.00024632755,0.000026494152,0.0039869826,0.27348712,0.000034087436,0.00009499577,0.0000020158031],"study_design_scores_gemma":[0.0005857047,0.000039536688,0.9243312,0.00068972557,0.00008747223,8.5862574e-8,0.000017730556,0.0043384745,0.06814045,0.0000036191807,0.00059405045,0.0011719776],"about_ca_topic_score_codex":0.0018794927,"about_ca_topic_score_gemma":0.006749626,"teacher_disagreement_score":0.20534667,"about_ca_system_score_codex":0.0013633582,"about_ca_system_score_gemma":0.00028237104,"threshold_uncertainty_score":0.9996377},"labels":[],"label_agreement":null},{"id":"W3180332828","doi":"10.1038/s41598-021-93302-9","title":"A structure–function based approach to floc hierarchy and evidence for the non-fractal nature of natural sediment flocs","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Natural Environment Research Council; Engineering and Physical Sciences Research Council; University College London; Sight Research UK; Queen Mary University of London; National Science Foundation","keywords":"Fractal; Sediment; Natural (archaeology); Environmental science; Fractal dimension; Hierarchy; Function (biology); Biological system; Soil science; Geology; Ecology; Mathematics; Geomorphology; Biology","score_opus":0.009123582023496866,"score_gpt":0.2315372614330766,"score_spread":0.22241367940957973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180332828","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":[0.97365004,0.0004097134,0.018210605,0.0003912469,0.005967305,0.0009838702,0.000015746753,0.000020128404,0.00035136633],"genre_scores_gemma":[0.99395454,0.0000011316989,0.004801425,0.00009675527,0.00004793025,0.000037966616,0.000047080208,0.000010628679,0.00100253],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99800634,0.000033679557,0.0003278452,0.00074336166,0.0006323577,0.00025639075],"domain_scores_gemma":[0.99881417,0.00014099447,0.00017394597,0.00069947436,0.00006616324,0.00010526096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009743735,0.00013788707,0.00016054184,0.000047248468,0.0003257879,0.00016447993,0.00015510585,0.00008279627,0.00008783995],"category_scores_gemma":[0.00032160664,0.00009466097,0.00008265265,0.0005489181,0.00015775046,0.00020582094,0.00028396244,0.0001771659,0.0000030626],"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":[0.00046045048,0.00037455722,0.06997205,0.0008192723,0.00013250942,0.00014035044,0.0019577858,0.082372345,0.76672745,0.00016279786,0.039003268,0.037877142],"study_design_scores_gemma":[0.0008113689,0.00023655279,0.1464943,0.00037936645,0.00022969111,0.00081830705,0.0009648281,0.7172897,0.08894488,0.0035462372,0.039403196,0.00088157045],"about_ca_topic_score_codex":0.000062270716,"about_ca_topic_score_gemma":0.00040416673,"teacher_disagreement_score":0.6777826,"about_ca_system_score_codex":0.0001085071,"about_ca_system_score_gemma":0.000075117016,"threshold_uncertainty_score":0.38601625},"labels":[],"label_agreement":null},{"id":"W3181384519","doi":"10.1007/s13131-021-1864-5","title":"Spatiotemporal variations in the organic carbon accumulation rate in mangrove sediments from the Yingluo Bay, China, since 1900","year":2021,"lang":"en","type":"article","venue":"Acta Oceanologica Sinica","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mangrove; Blue carbon; Bay; Sediment; Environmental science; Total organic carbon; Mangrove ecosystem; Ecosystem; Oceanography; Carbon sink; Carbon fibers; Ecology; Geology; Climate change; Seagrass; Biology; Geomorphology","score_opus":0.019362234756472405,"score_gpt":0.24110505707642332,"score_spread":0.2217428223199509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181384519","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":[0.98761284,0.000032980544,0.000048859336,0.008051312,0.00016877602,0.00033120278,0.000025549882,0.00003068706,0.003697796],"genre_scores_gemma":[0.99889654,0.000038055707,0.00014835378,0.0006163226,0.000035931695,0.000013287901,0.00011960596,0.000012457129,0.00011941628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807316,0.00052974874,0.0004019579,0.0004341909,0.00026256967,0.00029836653],"domain_scores_gemma":[0.99853116,0.0006522766,0.00017495858,0.0006013319,0.000007819735,0.000032462376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006408042,0.00016914759,0.00018803727,0.000024239318,0.00014621993,0.00008935967,0.0005526786,0.00013638628,0.0006189501],"category_scores_gemma":[0.000431801,0.00010816573,0.000048448976,0.00063586666,0.000072809635,0.00018979257,0.00046054993,0.00032384435,0.00007891757],"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":[0.00003215948,0.00030580082,0.98792773,0.0000036264175,0.000021442529,0.00006811485,0.0021204741,0.0010788759,0.006721886,0.00017516586,0.0002947229,0.0012499755],"study_design_scores_gemma":[0.00039731755,0.000033815166,0.9644292,0.000018901346,0.00001466379,0.0000043262453,0.00027659416,0.03195359,0.00009365321,0.0019086456,0.00072781905,0.00014149463],"about_ca_topic_score_codex":0.001972932,"about_ca_topic_score_gemma":0.022644648,"teacher_disagreement_score":0.030874716,"about_ca_system_score_codex":0.0002351726,"about_ca_system_score_gemma":0.00003733,"threshold_uncertainty_score":0.99518955},"labels":[],"label_agreement":null},{"id":"W3184008437","doi":"","title":"Ecological legacies of long-term plant management along the Central Coast of British Columbia","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Term (time); Geography; Ecology; Environmental resource management; Environmental science; Biology","score_opus":0.005136264732440961,"score_gpt":0.16393291440830174,"score_spread":0.15879664967586077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184008437","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":[0.99801993,0.000033566997,0.0000059641657,0.000037475515,0.00021658356,0.0003275023,0.0004341896,0.000012179979,0.0009126224],"genre_scores_gemma":[0.8166472,0.00022137135,0.0001331137,0.0000030548263,0.0000065175527,5.0924126e-7,0.00071939745,0.000009988433,0.18225887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876267,0.00006739692,0.0002049277,0.00030626002,0.00038523684,0.00027350034],"domain_scores_gemma":[0.99925107,0.000031981417,0.00034831482,0.000277615,0.000026289707,0.000064738524],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012786331,0.00012963041,0.00040537879,0.000029871915,0.00012740678,0.00003244927,0.0005001717,0.0001595575,0.0019057686],"category_scores_gemma":[0.000004035676,0.00016933528,0.00018873981,0.00015664616,0.00020083813,0.00011745304,0.00037773498,0.00013556141,0.000010716781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015714788,0.00054653507,0.95148164,0.0018703169,0.00039272572,0.0009523162,0.028177511,0.00048328112,0.0012043826,0.000020552921,0.006642016,0.008071555],"study_design_scores_gemma":[0.00033396177,0.0000773423,0.9265617,0.00033055892,0.00015015528,0.000017394152,0.07211843,0.000114187475,0.00006184101,0.000009452006,0.00006361311,0.00016135785],"about_ca_topic_score_codex":0.48833367,"about_ca_topic_score_gemma":0.99186164,"teacher_disagreement_score":0.50352794,"about_ca_system_score_codex":0.00011332531,"about_ca_system_score_gemma":0.000017235785,"threshold_uncertainty_score":0.9990066},"labels":[],"label_agreement":null},{"id":"W3185923647","doi":"10.3390/rs13132604","title":"Spectral Complexity of Hyperspectral Images: A New Approach for Mangrove Classification","year":2021,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency","keywords":"VNIR; Mangrove; Hyperspectral imaging; Remote sensing; Environmental science; Reflectivity; Geography; Ecology; Biology","score_opus":0.04686040545024208,"score_gpt":0.2544100268183523,"score_spread":0.2075496213681102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185923647","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":[0.41961634,0.000018461576,0.54425937,0.00043280865,0.00009602833,0.00025454035,0.0000149154985,0.000038963535,0.035268575],"genre_scores_gemma":[0.630499,0.0000041748126,0.36822557,0.000027486212,0.000066960245,1.3087233e-8,0.000040030973,0.000013225704,0.001123549],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990809,0.000033992834,0.00019801389,0.0003020668,0.00015862587,0.00022641235],"domain_scores_gemma":[0.9995141,0.000032990614,0.00009126915,0.00026969815,0.000015440088,0.000076480814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013207976,0.000099869,0.00017421765,0.000018828237,0.00006641067,0.000025441084,0.00007400919,0.000047633144,0.000069694426],"category_scores_gemma":[0.000049351267,0.00010420453,0.00010029472,0.00016668644,0.00008582507,0.000075385455,0.000073295356,0.00007012769,0.000028184637],"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":[0.0000856714,0.00009089998,0.0006107337,0.00014465563,0.000043690507,0.000018330024,0.00089243473,0.0034007933,0.8444747,0.0009593991,0.0019970122,0.14728168],"study_design_scores_gemma":[0.00036636787,0.000021275575,0.004734813,0.00001995166,0.000025183834,0.000108612614,0.00063648063,0.9746646,0.015204892,0.0037371598,0.0003242305,0.00015641413],"about_ca_topic_score_codex":0.0006093771,"about_ca_topic_score_gemma":0.00043472115,"teacher_disagreement_score":0.9712638,"about_ca_system_score_codex":0.00019980782,"about_ca_system_score_gemma":0.00002594133,"threshold_uncertainty_score":0.42493376},"labels":[],"label_agreement":null},{"id":"W3187131127","doi":"10.1016/s0967-0653(97)89547-6","title":"10.1016/s0967-0653(97)89547-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Spartina alterniflora; Bay; Salt marsh; Marsh; Fishery; Fauna; Spartina; Brackish marsh; Environmental science; Ecology; Estuary; Oceanography; Wetland; Geography; Biology; Geology","score_opus":0.003915606686192349,"score_gpt":0.1514774675094316,"score_spread":0.14756186082323927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187131127","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":[0.0029096545,0.0000070390597,0.0000030552992,0.00012846061,0.0000020895206,0.00020227888,0.000022937587,0.000106338055,0.99661815],"genre_scores_gemma":[0.0007540578,1.6665805e-7,0.00012600828,0.00003146665,0.00005127294,0.000015850885,0.000015639396,0.00002345161,0.9989821],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988931,0.000031172644,0.00017958612,0.00029805076,0.00025391422,0.0003441681],"domain_scores_gemma":[0.99939734,0.000026184689,0.000026443537,0.00034591684,0.0000037653808,0.00020036948],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014968475,0.00014794934,0.00014579487,0.00002507672,0.00009335752,0.000041625946,0.00029868263,0.000055904078,0.999732],"category_scores_gemma":[0.000013140486,0.00013980833,0.000054081513,0.00021733467,0.000035806388,0.00014242632,0.000170357,0.00008421,0.99993217],"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":[0.00003690548,0.00004066472,0.0000030982526,0.000003332446,0.0000051785246,0.0000068831537,0.000020787187,0.001502121,0.00001570032,2.3427073e-7,0.048746876,0.9496182],"study_design_scores_gemma":[0.00015583084,0.00008522743,0.00008717556,0.000008530111,0.0000072951325,0.000012022541,0.0000013555382,0.0036852374,0.000015597621,0.000010339925,0.99573517,0.00019621788],"about_ca_topic_score_codex":0.00024048385,"about_ca_topic_score_gemma":0.000026513067,"teacher_disagreement_score":0.949422,"about_ca_system_score_codex":0.00013289132,"about_ca_system_score_gemma":0.0000051585735,"threshold_uncertainty_score":0.57012177},"labels":[],"label_agreement":null},{"id":"W3187168373","doi":"10.1016/j.envres.2021.111727","title":"Microplastics shift impacts of climate change on a plant-microbe mutualism: Temperature, CO2, and tire wear particles","year":2021,"lang":"en","type":"article","venue":"Environmental Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"E.W.R. Steacie Memorial Fund; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Musicians Emergency Fund; Gordon and Betty Moore Foundation","keywords":"Mutualism (biology); Ecosystem; Leachate; Microplastics; Environmental science; Ecology; Climate change; Biology","score_opus":0.025032869622167553,"score_gpt":0.27141560155877537,"score_spread":0.2463827319366078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187168373","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":[0.99765706,0.00026718792,7.0140175e-7,0.00024238197,0.00006562731,0.00029621652,0.00069693243,0.000013780835,0.0007601093],"genre_scores_gemma":[0.9973113,0.0021406699,0.0001126891,0.00008646239,0.000048557846,0.000023038365,0.00010061967,0.00003341398,0.00014323446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975067,0.00022328329,0.00027127066,0.00048546935,0.00071280834,0.0008004856],"domain_scores_gemma":[0.99901336,0.00023399408,0.000062122046,0.00037897634,0.0000033987776,0.00030814472],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048109438,0.0001946223,0.00023256821,0.00006388076,0.00024276024,0.00006796209,0.00017556774,0.00012140084,0.0010918789],"category_scores_gemma":[0.00007008179,0.00017792388,0.00005250624,0.00020854756,0.00041022722,0.00015877764,0.0010614579,0.00035787252,0.0006524644],"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":[0.00025914554,0.0006784926,0.5510648,0.0001385465,0.000031898715,0.00029106633,0.0028375792,0.00003286329,0.4310437,0.00014646235,0.00047434037,0.013001077],"study_design_scores_gemma":[0.0015933586,0.0007966572,0.88097024,0.00030456999,0.000026334477,0.00016888074,0.0026832044,0.0019446295,0.1050411,0.00032396134,0.0055763707,0.00057071453],"about_ca_topic_score_codex":0.00023286292,"about_ca_topic_score_gemma":0.0011012348,"teacher_disagreement_score":0.3299054,"about_ca_system_score_codex":0.00026426872,"about_ca_system_score_gemma":0.0000134738175,"threshold_uncertainty_score":0.99982125},"labels":[],"label_agreement":null},{"id":"W3187855014","doi":"10.26108/329n-gj36","title":"An investigation of factors influencing the erosion of drumlin islands in Mahone Bay, Nova Scotia","year":2013,"lang":"en","type":"article","venue":"AcadiaU-DEV","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Nova scotia; Drumlin; Bay; Nova (rocket); Oceanography; Erosion; Geology; Geography; Geomorphology; Engineering; Cryosphere","score_opus":0.009735320273861115,"score_gpt":0.21291709270117226,"score_spread":0.20318177242731114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187855014","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":[0.99888766,0.000010374536,0.000056998106,0.00009431201,0.00007172268,0.00026372133,0.00001015499,0.00001153266,0.0005935305],"genre_scores_gemma":[0.99967456,0.0000061153787,0.000194798,0.00004431697,0.0000129235905,0.0000040000277,0.000018572078,0.000011769872,0.00003292105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894696,0.00006974366,0.00036210823,0.00018443522,0.00024079398,0.00019597869],"domain_scores_gemma":[0.99938625,0.000075043085,0.00017220288,0.00028599898,0.000012744222,0.00006778156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027258176,0.00011318692,0.00016310546,0.000060255206,0.00003248093,0.000014050904,0.00028930086,0.00009333426,0.00047614452],"category_scores_gemma":[0.000036311572,0.00008035348,0.00002962909,0.0003751633,0.00014596691,0.00041331735,0.0001084065,0.00013530534,0.00014163266],"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":[0.0000030834715,0.00001692189,0.88385725,0.00001411131,0.0000020208126,1.6375915e-7,0.0029338752,0.00094649143,0.1115163,0.000022146089,0.00008719745,0.00060044846],"study_design_scores_gemma":[0.00017529321,0.000053899734,0.9793061,0.000068575195,0.0000052494847,9.872689e-7,0.0007147291,0.007394982,0.011597938,0.00058241753,0.000006470696,0.00009338269],"about_ca_topic_score_codex":0.01876709,"about_ca_topic_score_gemma":0.015030993,"teacher_disagreement_score":0.09991836,"about_ca_system_score_codex":0.00011216085,"about_ca_system_score_gemma":0.000016553658,"threshold_uncertainty_score":0.98776704},"labels":[],"label_agreement":null},{"id":"W3188182567","doi":"10.3375/043.041.0303","title":"Assessment of Methods to Control Invasive Reed Canarygrass (Phalaris arundinacea) in Tidal Freshwater Wetlands","year":2021,"lang":"en","type":"article","venue":"Natural Areas Journal","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"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":"Phalaris arundinacea; Wetland; Habitat; Environmental science; Estuary; Restoration ecology; Vegetation (pathology); Ecology; Fishery; Agroforestry; Biology","score_opus":0.0085150080470095,"score_gpt":0.29444306359296624,"score_spread":0.28592805554595674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188182567","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":[0.9913204,0.00008200526,0.0037128085,0.0013000945,0.0006006228,0.00019146143,0.00004731509,0.00000998863,0.002735306],"genre_scores_gemma":[0.97756886,0.000021168871,0.021608502,0.00025711057,0.00007089267,0.0000070326537,0.000015767904,0.000014976945,0.00043567154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997964,0.00037234227,0.0005088945,0.00028623623,0.0004451512,0.00042336003],"domain_scores_gemma":[0.9990732,0.00019072036,0.00019018058,0.00021702876,0.00006512606,0.0002637121],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009378323,0.00018494301,0.0003949075,0.000116792435,0.000105708365,0.0000685319,0.00029538633,0.00009855409,0.0012338812],"category_scores_gemma":[0.00023265128,0.00014587141,0.00013635821,0.00043900416,0.000039054135,0.0002231926,0.000258918,0.0006052568,0.000020565896],"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":[0.00006392036,0.0000966719,0.9278685,0.000016240043,0.000059096288,0.00039754575,0.00017848966,0.0044376347,0.06026691,0.000044532528,0.0015109073,0.005059592],"study_design_scores_gemma":[0.0015102922,0.00013019356,0.97630256,0.00010203661,0.000034211633,0.0007977661,0.00028135933,0.015828464,0.0024211488,0.0004700977,0.0018635648,0.00025831058],"about_ca_topic_score_codex":0.001398682,"about_ca_topic_score_gemma":0.11319355,"teacher_disagreement_score":0.11179487,"about_ca_system_score_codex":0.0007510001,"about_ca_system_score_gemma":0.00011334776,"threshold_uncertainty_score":0.99967915},"labels":[],"label_agreement":null},{"id":"W3191570047","doi":"10.1080/21664250.2021.1894815","title":"Quantifying blue carbon for the largest salt marsh in southern British Columbia: implications for regional coastal management","year":2021,"lang":"en","type":"article","venue":"Coastal Engineering Journal","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Mitacs","keywords":"Salt marsh; Blue carbon; Environmental science; Marsh; Carbon fibers; Oceanography; Hydrology (agriculture); Geography; Carbon sequestration; Ecology; Geology; Wetland; Carbon dioxide; Mathematics; Biology; Geotechnical engineering","score_opus":0.014925751021599938,"score_gpt":0.2167426519182458,"score_spread":0.20181690089664586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191570047","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":[0.84336245,0.00025799975,0.15294233,0.0010108346,0.00069519103,0.0008815907,0.0005413745,0.00006228625,0.0002459242],"genre_scores_gemma":[0.99196374,0.000117021016,0.005593035,0.000057267178,0.00018006423,0.0001781148,0.000064439206,0.000058727754,0.00178756],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99870825,0.000018084878,0.00035540794,0.00027075008,0.00019167831,0.0004558333],"domain_scores_gemma":[0.99937207,0.00018095186,0.00009444586,0.00020464035,0.000034804656,0.000113099995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043441434,0.00012889031,0.00018346624,0.00002997913,0.00028918483,0.00037308809,0.00026030332,0.000061539904,0.000063808555],"category_scores_gemma":[0.000065849825,0.00016117108,0.00013679414,0.00022347186,0.00003260641,0.00009919702,0.00025411352,0.00022484176,0.0000044533917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011405205,0.00047124355,0.3546762,0.0005952615,0.00034700995,0.00026857486,0.00088683533,0.5749858,0.007253481,0.0006270187,0.008424015,0.05135049],"study_design_scores_gemma":[0.0038981375,0.00016152585,0.4737688,0.000576497,0.00015452852,0.0032474496,0.0026576514,0.4766194,0.000032210635,0.00073595735,0.03720837,0.0009394698],"about_ca_topic_score_codex":0.0018395429,"about_ca_topic_score_gemma":0.29169694,"teacher_disagreement_score":0.2898574,"about_ca_system_score_codex":0.00014824388,"about_ca_system_score_gemma":0.000028397108,"threshold_uncertainty_score":0.72122777},"labels":[],"label_agreement":null},{"id":"W3193775408","doi":"10.1101/2021.08.23.457420","title":"Genome assembly, annotation and comparative analysis of the cattail <i>Typha latifolia</i>","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Biology; Typha; Genome; Sequence assembly; Lineage (genetic); Population; Typha angustifolia; Evolutionary biology; Ecology; Gene; Genetics; Wetland; Transcriptome","score_opus":0.014046523785916443,"score_gpt":0.2131615215051016,"score_spread":0.19911499771918514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193775408","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":[0.99793535,0.00021935972,0.00065638695,0.00006833531,0.00026809223,0.00042502116,0.000294626,0.000045282657,0.0000875316],"genre_scores_gemma":[0.99902713,0.00005946947,0.00075034064,0.000050582505,0.000032037227,0.000044811477,0.0000016975642,0.000022800572,0.000011128759],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99784046,0.0002000911,0.00049464585,0.0007268948,0.00043991354,0.00029801892],"domain_scores_gemma":[0.99813807,0.0000720559,0.0005492552,0.0010086199,0.00009902405,0.00013300247],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041091195,0.0003396761,0.00067458814,0.0001315618,0.00015207649,0.0001355087,0.00045510658,0.00023208039,0.000116243624],"category_scores_gemma":[0.000048269292,0.00029794866,0.00020567549,0.0013858544,0.00016761478,0.00015171224,0.0013648049,0.00034951037,0.0000171877],"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":[0.000009694061,0.000108803404,0.4526797,0.00014884215,0.00077605626,0.000008708112,0.00015011555,0.018055944,0.5279483,0.000082297425,0.000030305704,0.0000012113449],"study_design_scores_gemma":[0.00013585987,0.000010778607,0.9681438,0.000062925115,0.0007306302,9.646368e-9,0.000020127402,0.016791664,0.013460064,4.7400636e-7,0.00031269185,0.00033098002],"about_ca_topic_score_codex":0.0006617359,"about_ca_topic_score_gemma":0.0009157367,"teacher_disagreement_score":0.51546407,"about_ca_system_score_codex":0.0003017105,"about_ca_system_score_gemma":0.000093942035,"threshold_uncertainty_score":0.99994725},"labels":[],"label_agreement":null},{"id":"W3194157317","doi":"","title":"Caractérisation de la taille et composition des particules en suspension dans l'estuaire du Saint-Laurent","year":2020,"lang":"fr","type":"article","venue":"Sémaphore (Université du Québec à Rimouski)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Natural Sciences and Engineering Research Council of Canada; Fisheries and Oceans Canada; Université du Québec à Rimouski","keywords":"Physics; Forestry; Mineralogy; Chemistry; Geography","score_opus":0.006011305008591279,"score_gpt":0.1826672687078767,"score_spread":0.1766559636992854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194157317","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":[0.9613152,0.0005211457,0.007327959,0.022508433,0.0001983197,0.000373297,0.00008869826,0.00014561373,0.007521346],"genre_scores_gemma":[0.9975769,0.0007299925,0.0006492658,0.0003815648,0.00015340021,0.0000048122915,0.00011511102,0.000050017712,0.00033896486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737954,0.0007876114,0.00029295043,0.0005821147,0.00040517325,0.00055258797],"domain_scores_gemma":[0.9986681,0.00032130658,0.00020237037,0.00027709574,0.000042493382,0.0004886628],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047128974,0.00037019904,0.0003418965,0.000065320375,0.0006535896,0.00011814021,0.0003932587,0.00027073387,0.0018899085],"category_scores_gemma":[0.00008828463,0.00041874973,0.00021138416,0.00038431195,0.0006163397,0.0006707471,0.00054476614,0.00037763064,0.001011156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030390552,0.00055148016,0.757071,0.0002727571,0.00014010613,0.00047613707,0.13313909,0.026440362,0.035797868,0.016582554,0.015196811,0.01402793],"study_design_scores_gemma":[0.0012478812,0.00041774925,0.7563886,0.00021015207,0.00029768475,0.00032903464,0.019495998,0.17358199,0.0009514995,0.0002229368,0.04615221,0.0007042905],"about_ca_topic_score_codex":0.23001595,"about_ca_topic_score_gemma":0.7089209,"teacher_disagreement_score":0.47890496,"about_ca_system_score_codex":0.0039369464,"about_ca_system_score_gemma":0.00022849768,"threshold_uncertainty_score":0.99988675},"labels":[],"label_agreement":null},{"id":"W3194256433","doi":"10.1016/j.jglr.2021.08.002","title":"A simple screen to detect hybrids between native and introduced Phragmites australis in the United States and Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Trent University","funders":"Oakland University","keywords":"Phragmites; Indel; Subspecies; Hybrid; Biology; Allele; Genetics; Introgression; Single-nucleotide polymorphism; Evolutionary biology; Gene; Botany; Ecology; Genotype","score_opus":0.031554550606667536,"score_gpt":0.3061302633771405,"score_spread":0.274575712770473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194256433","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":[0.9967692,0.00004225057,0.000025147177,0.0027609358,0.000012456214,0.00012975288,0.00007243629,0.0000013771237,0.00018643937],"genre_scores_gemma":[0.99949837,0.000090939735,0.00009116947,0.00007635668,0.000054646975,0.0000023967718,0.000013627165,0.0000070346814,0.00016549038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980228,0.00051470665,0.00025264223,0.0001640839,0.00072904595,0.00031674607],"domain_scores_gemma":[0.9986333,0.0009083361,0.000052133506,0.00013790074,0.000090039706,0.0001782727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017740043,0.000087259534,0.00018726318,0.00015153924,0.00016046697,0.00011665927,0.00022850669,0.000026711083,0.000110951565],"category_scores_gemma":[0.00058735517,0.00005833765,0.000018396444,0.0007184002,0.00009919172,0.00012252375,0.0002774043,0.00044247857,0.0000019888462],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007981231,0.0000154054,0.98229545,0.000023633807,0.000040261744,0.0005333168,0.0015075345,0.00082586077,0.0014210072,0.0000070590077,0.006883832,0.0063668396],"study_design_scores_gemma":[0.0005549686,0.000366322,0.97761774,0.00006301942,0.000013996307,0.00025554275,0.0049494733,0.0012969655,0.0011992372,0.0006354881,0.012906873,0.00014037636],"about_ca_topic_score_codex":0.43708733,"about_ca_topic_score_gemma":0.9294566,"teacher_disagreement_score":0.49236923,"about_ca_system_score_codex":0.00027252472,"about_ca_system_score_gemma":0.00009727453,"threshold_uncertainty_score":0.5666612},"labels":[],"label_agreement":null},{"id":"W3194887020","doi":"10.5194/bg-2021-157","title":"Quantification of Blue Carbon in Salt Marshes of the Pacific Coast of Canada","year":2021,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; Parks Canada; Simon Fraser University","funders":"Parks Canada; Commission for Environmental Cooperation","keywords":"Salt marsh; Marsh; Environmental science; Peat; Blue carbon; Oceanography; Context (archaeology); Brackish marsh; Wetland; Geography; Geology; Ecology; Carbon sequestration; Carbon dioxide; Biology","score_opus":0.005573310740955153,"score_gpt":0.17289073410328024,"score_spread":0.16731742336232508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194887020","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":[0.9908719,0.000009690343,0.0000254309,0.00011690255,0.00007231644,0.00006735505,0.0000196362,0.000001334685,0.008815435],"genre_scores_gemma":[0.9993149,0.0000047831977,0.000046414872,0.0000041060753,0.0000013652854,0.000001310213,0.0000030559625,0.0000030957856,0.00062093814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993469,0.00004058805,0.00024054282,0.00009588194,0.00019652324,0.000079548685],"domain_scores_gemma":[0.99958664,0.000039093942,0.00010412301,0.00024387572,0.000010191546,0.000016087195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012529921,0.0000417164,0.0001127519,0.0000089370615,0.000009600592,0.0000013968224,0.00011058281,0.000020378646,0.00014055529],"category_scores_gemma":[0.000031361327,0.000030702075,0.000021518217,0.00023715699,0.000041614832,0.000018367742,0.000108473236,0.000030483783,4.635542e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000076026486,0.00004730602,0.90101373,0.000062598265,0.0000039629335,0.0000010197708,0.0002390511,0.0052863127,0.09256913,0.00021105981,0.0001291678,0.00042904782],"study_design_scores_gemma":[0.00013492309,0.000014407016,0.83748025,0.00004977367,0.000005428953,0.0000029235214,0.0025148985,0.017203102,0.14228575,0.0000842084,0.00015633486,0.000068011024],"about_ca_topic_score_codex":0.6086312,"about_ca_topic_score_gemma":0.99156415,"teacher_disagreement_score":0.38293296,"about_ca_system_score_codex":0.000084215186,"about_ca_system_score_gemma":0.00007438598,"threshold_uncertainty_score":0.39397496},"labels":[],"label_agreement":null},{"id":"W3195434363","doi":"10.5751/ace-01920-160209","title":"Neotropical bird communities in a human-modified landscape recently affected by two major hurricanes","year":2021,"lang":"en","type":"article","venue":"Avian Conservation and Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"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":"Universidad Nacional Autónoma de México","keywords":"Ecology; Geography; Conservation biology; Biology","score_opus":0.009825852124188711,"score_gpt":0.23247693679672451,"score_spread":0.2226510846725358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195434363","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":[0.995693,0.00003076648,0.000058072594,0.0020104537,0.00008450611,0.00012715856,0.000011499598,0.000048203958,0.0019362838],"genre_scores_gemma":[0.9977312,0.00003933748,0.00011927234,0.0013519174,0.0000100312245,0.000025101413,0.0001315875,0.000011468058,0.00058004796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909395,0.00021530753,0.00021662257,0.00017866243,0.00007267556,0.00022279861],"domain_scores_gemma":[0.99956083,0.00014175849,0.00005747074,0.00016397955,0.000011514984,0.00006441886],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012635135,0.000100250414,0.00018459035,0.00003691693,0.00014114007,0.000033863882,0.000091218404,0.00008110318,0.001444353],"category_scores_gemma":[0.000039882212,0.000103451224,0.000019653447,0.00019629039,0.00010639786,0.0000914444,0.00016760032,0.00013013755,0.000068109905],"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":[0.000013387033,0.0000866152,0.99434936,0.000010845496,0.000006491163,0.000019601737,0.00025036576,0.00005115686,0.002106423,0.000281297,0.0021018274,0.00072262046],"study_design_scores_gemma":[0.0012224865,0.000072187926,0.98309594,0.000011695718,0.00000875515,0.000041748564,0.00065109436,0.010820097,0.000051205712,0.0005442892,0.0033266796,0.00015382229],"about_ca_topic_score_codex":0.0046792687,"about_ca_topic_score_gemma":0.32438678,"teacher_disagreement_score":0.3197075,"about_ca_system_score_codex":0.00006631396,"about_ca_system_score_gemma":0.000013466672,"threshold_uncertainty_score":0.99946845},"labels":[],"label_agreement":null},{"id":"W3196294445","doi":"10.1016/j.ecolind.2021.108141","title":"Global typologies of coastal wetland status to inform conservation and management","year":2021,"lang":"en","type":"article","venue":"Ecological Indicators","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"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 British Columbia","funders":"Advance Queensland; Fundação para a Ciência e a Tecnologia; Australian Research Council; Centro de Estudos Ambientais e Marinhos, Universidade de Aveiro; Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa; Ministério da Ciência, Tecnologia e Ensino Superior; Queensland Government; Australian Institute of Sport; Foundation for Science and Technology; Griffith University","keywords":"Threatened species; Wetland; Habitat; Seagrass; Environmental resource management; Biodiversity; Ecosystem; Ecosystem services; Geography; Ecology; Salt marsh; Climate change; Environmental science; Biology","score_opus":0.009067943750344871,"score_gpt":0.23551161685308733,"score_spread":0.22644367310274247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196294445","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":[0.9731686,0.000008400271,0.0001576059,0.00046285588,0.00008000574,0.00018713415,0.000058380057,0.00002825188,0.025848752],"genre_scores_gemma":[0.99778855,0.000053416883,0.0015794657,0.00031358193,0.00000476527,0.000014944769,0.000023620445,0.000002863815,0.00021881232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911326,0.000028616054,0.00021762581,0.0002162341,0.00017755915,0.0002466882],"domain_scores_gemma":[0.9996011,0.000049182832,0.00007481958,0.0001300173,0.000006426064,0.00013842387],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001303406,0.000092848895,0.00015235331,0.000029169514,0.00007693947,0.000020015908,0.00009886124,0.00007315602,0.0009858088],"category_scores_gemma":[0.00008053318,0.00007614236,0.000026132448,0.00048582608,0.0001268747,0.000070035625,0.00072249194,0.000042959156,0.000098048615],"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":[0.000018719657,0.0000635194,0.9898881,0.000015667692,0.000014532058,0.000025115827,0.00004915584,0.00013453953,0.00004209139,0.0018688313,0.0014066312,0.006473125],"study_design_scores_gemma":[0.00020815419,0.000114367045,0.98485327,0.000005458568,0.000009283147,0.000007881799,0.00032599556,0.00013079624,0.00006648052,0.0005654251,0.013619907,0.00009300342],"about_ca_topic_score_codex":0.00013720672,"about_ca_topic_score_gemma":0.0062569925,"teacher_disagreement_score":0.02562994,"about_ca_system_score_codex":0.00011356422,"about_ca_system_score_gemma":0.000010807023,"threshold_uncertainty_score":0.9999274},"labels":[],"label_agreement":null},{"id":"W3196498405","doi":"","title":"Effects of Canada Goose (Branta canadensis) and Snow Goose (Chen caerulescens) herbivory on tidal marsh recession at the Westham Island marsh","year":2021,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Goose; Marsh; Branta; Snow; Herbivore; Geography; Salt marsh; Fishery; Ecology; Wetland; Biology; Meteorology","score_opus":0.0030015598102151784,"score_gpt":0.16704443010651213,"score_spread":0.16404287029629694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196498405","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":[0.986467,0.00031435382,0.0000018867581,0.00012935267,0.0006221404,0.00047551084,0.00015110413,0.000019221086,0.011819409],"genre_scores_gemma":[0.9055114,0.00033938844,0.00000928587,0.00008720244,0.000034484994,0.0000019977979,0.00041260957,0.000047712143,0.093555965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976824,0.00024217236,0.00026283684,0.00070385914,0.0006445182,0.00046424175],"domain_scores_gemma":[0.99857795,0.00030669605,0.0003111034,0.0005073649,0.000035358935,0.00026150257],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014031849,0.00043546653,0.00047944623,0.00012071843,0.00040130835,0.00003424836,0.0004749518,0.0003310759,0.00051393174],"category_scores_gemma":[0.000057790556,0.00039269347,0.00011581619,0.0004786821,0.00010452011,0.0001341771,0.00036698466,0.00044484632,0.000024213694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015422524,0.0002539125,0.86348504,0.0028874562,0.00032219288,0.0033732678,0.00034280543,0.00079023483,0.0007828552,0.00004471824,0.11689147,0.009283822],"study_design_scores_gemma":[0.0072424104,0.00062480906,0.5984754,0.00866915,0.0016361553,0.0000018152199,0.055446856,0.0015346314,0.026253507,0.00009079669,0.29573336,0.004291091],"about_ca_topic_score_codex":0.54710436,"about_ca_topic_score_gemma":0.9997673,"teacher_disagreement_score":0.45266291,"about_ca_system_score_codex":0.0014475273,"about_ca_system_score_gemma":0.0003030499,"threshold_uncertainty_score":0.9998525},"labels":[],"label_agreement":null},{"id":"W3196833502","doi":"10.1111/rec.13548","title":"Control of invasive <scp> <i>Phragmites australis</i> </scp> (European common reed) alters macroinvertebrate communities","year":2021,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phragmites; Ecology; Species richness; Invertebrate; Biology; Marsh; Wetland; Invasive species; Species evenness; Aquatic plant; Introduced species; Vegetation (pathology); Community structure; Macrophyte","score_opus":0.010589247715170341,"score_gpt":0.2086605525764205,"score_spread":0.19807130486125016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196833502","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":[0.9880207,0.000021851736,0.00045101275,0.00035615943,0.00025236135,0.00019025317,0.00006659781,0.000039559876,0.010601508],"genre_scores_gemma":[0.99799526,0.000039076247,0.00015332241,0.00064335455,0.000029932722,0.000011542677,0.00017832889,0.000019971087,0.00092922006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982066,0.00076694594,0.00040543682,0.00018582764,0.00016436409,0.00027081877],"domain_scores_gemma":[0.99869823,0.0005174335,0.00026477603,0.00039146363,0.000039470364,0.00008864844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037268506,0.00014671255,0.00028398386,0.000045455203,0.0001575956,0.000036212637,0.0002559059,0.000082328996,0.00038809105],"category_scores_gemma":[0.00015638734,0.00015527986,0.00006613167,0.00018839467,0.0002203135,0.0002400276,0.00024360986,0.0001636699,0.00042100457],"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":[0.000014584934,0.00016154491,0.9284495,0.00006127053,0.000056097582,0.000107675296,0.0015399026,0.01841537,0.038250476,0.0008120172,0.011841089,0.00029046644],"study_design_scores_gemma":[0.0033141787,0.0007356593,0.917812,0.00009245804,0.00013499902,0.00028979423,0.0065979846,0.029360203,0.018119166,0.0016285994,0.021544203,0.00037077587],"about_ca_topic_score_codex":0.0006987283,"about_ca_topic_score_gemma":0.072606735,"teacher_disagreement_score":0.071908005,"about_ca_system_score_codex":0.00015776041,"about_ca_system_score_gemma":0.000039713803,"threshold_uncertainty_score":0.9443158},"labels":[],"label_agreement":null},{"id":"W3196965845","doi":"10.1101/2021.08.25.457681","title":"Control of invasive <i>Phragmites australis</i> (European common reed) alters macroinvertebrate communities","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phragmites; Ecology; Species richness; Invertebrate; Marsh; Biology; Invasive species; Wetland; Species evenness; Aquatic plant; Introduced species; Gambusia; Vegetation (pathology); Community structure; Habitat; Macrophyte; Fishery","score_opus":0.010165483603925222,"score_gpt":0.18839331753724253,"score_spread":0.17822783393331731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196965845","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":[0.996372,0.00017894656,0.0008268025,0.000150319,0.0006713165,0.0006769407,0.00073036295,0.00019835474,0.00019498097],"genre_scores_gemma":[0.9980898,0.00019055483,0.0010168116,0.00038391261,0.000096308504,0.000055059976,0.000004561731,0.00015094299,0.00001207229],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99632674,0.0008039288,0.000925749,0.00072215335,0.00056044804,0.00066096254],"domain_scores_gemma":[0.9965399,0.00020531952,0.000822472,0.0020003398,0.00012133777,0.0003106471],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000925961,0.0006768065,0.0009626536,0.00013071763,0.00021674762,0.0002778355,0.0013191598,0.0003081411,0.0004643881],"category_scores_gemma":[0.00009179227,0.0007416733,0.00028366936,0.00039917702,0.00044775588,0.0002992473,0.002337582,0.0009052596,0.00018248014],"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":[0.000060864233,0.00028897912,0.37674195,0.0009808078,0.00035033992,0.00028758915,0.00017156248,0.004673983,0.6155381,0.00012845676,0.0007735167,0.0000038496955],"study_design_scores_gemma":[0.0036994724,0.0003250619,0.6876172,0.004057213,0.0008009666,6.3133086e-7,0.00039841808,0.01748081,0.2790062,0.00001173502,0.002475334,0.004126953],"about_ca_topic_score_codex":0.0037999316,"about_ca_topic_score_gemma":0.0020508606,"teacher_disagreement_score":0.3365319,"about_ca_system_score_codex":0.00040335566,"about_ca_system_score_gemma":0.00014280029,"threshold_uncertainty_score":0.99950343},"labels":[],"label_agreement":null},{"id":"W3198433945","doi":"10.1139/facets-2020-0073","title":"Understanding multifunctional Bay of Fundy dykelands and tidal wetlands using ecosystem services—a baseline","year":2021,"lang":"en","type":"article","venue":"FACETS","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Saint Mary's University; CB Wetlands & Environmental Specialists; St. Francis Xavier University; Acadia University; Dalhousie University","funders":"","keywords":"Ecosystem services; Wetland; Bay; Baseline (sea); Recreation; Storm surge; Environmental resource management; Agriculture; Climate change; Seagrass; Geography; Ecosystem; Coastal management; Environmental science; Environmental protection; Fishery; Oceanography; Ecology; Storm","score_opus":0.0375218312874055,"score_gpt":0.22755438240055098,"score_spread":0.1900325511131455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198433945","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":[0.9795466,0.000030129475,0.017335474,0.00006125564,0.0002578297,0.00009768858,0.00014185593,0.000025331537,0.0025038521],"genre_scores_gemma":[0.9986239,0.000009979241,0.0008618418,0.000030913943,0.000043368564,0.0000020931368,0.00007475009,0.000015210313,0.0003379437],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988566,0.0000657957,0.00027102866,0.00030219703,0.00028150372,0.00022288485],"domain_scores_gemma":[0.99951655,0.000070182636,0.00010269978,0.00018880439,0.000014612671,0.00010717842],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029736524,0.00013708214,0.00020768572,0.000036280766,0.00012701907,0.000035192694,0.00008184155,0.00007796533,0.0011009959],"category_scores_gemma":[0.000013630752,0.00012915795,0.000046314603,0.00019213308,0.000026896445,0.00015931283,0.0002620549,0.000084040206,0.00004407388],"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":[0.000035618246,0.000064426386,0.96942925,0.00022896814,0.00003771898,0.000025808366,0.00029361786,0.014160451,0.015280842,0.00010013776,0.000097677395,0.00024547003],"study_design_scores_gemma":[0.0012206301,0.000055172473,0.08205807,0.00016924525,0.000047407935,0.00022799641,0.0013088092,0.9113049,0.0008740998,0.00019013273,0.0022231443,0.00032040395],"about_ca_topic_score_codex":0.0001372524,"about_ca_topic_score_gemma":0.010370742,"teacher_disagreement_score":0.89714444,"about_ca_system_score_codex":0.00023589995,"about_ca_system_score_gemma":0.000018223987,"threshold_uncertainty_score":0.9998121},"labels":[],"label_agreement":null},{"id":"W3201161805","doi":"10.1111/rec.13562","title":"Restoration of a Lake <scp>Ontario‐connected</scp> fen through invasive <i>Typha</i> removal","year":2021,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"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":"State University of New York; National Fish and Wildlife Foundation; New York State Department of Environmental Conservation","keywords":"Typha; Wetland; Biomass (ecology); Invasive species; Ecology; Water quality; Environmental science; Typha angustifolia; Plant community; Biology; Ecological succession","score_opus":0.011842839074155434,"score_gpt":0.21470431193586254,"score_spread":0.2028614728617071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201161805","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":[0.9738913,0.000024366831,0.0011097137,0.00028036672,0.00057328545,0.000270905,0.000026221427,0.0000463249,0.023777526],"genre_scores_gemma":[0.9912532,0.000027402479,0.0024869407,0.00028587386,0.000070818336,0.000029557414,0.00028896678,0.000019502584,0.0055377535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835616,0.00023665889,0.00045663305,0.0003991833,0.00026302662,0.00028836392],"domain_scores_gemma":[0.99885535,0.00030467456,0.0003122129,0.00038287728,0.00007014608,0.00007473055],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002513239,0.00015996762,0.00027920367,0.000041653933,0.00014721726,0.000029889605,0.00016927108,0.0002095839,0.0009684501],"category_scores_gemma":[0.00063421164,0.00017343859,0.00007069695,0.00037776981,0.00010830829,0.00047812535,0.00021410194,0.00016920522,0.00043304844],"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":[0.000055948298,0.00048165585,0.86451983,0.000095504554,0.00008977877,0.00043231322,0.008095965,0.01634676,0.071514286,0.0047032395,0.032853816,0.0008109174],"study_design_scores_gemma":[0.001514666,0.00054590846,0.7041345,0.00004365718,0.0000809992,0.00048571592,0.0010601088,0.0027282813,0.009041641,0.0053321947,0.27475786,0.00027442217],"about_ca_topic_score_codex":0.002870083,"about_ca_topic_score_gemma":0.89880687,"teacher_disagreement_score":0.8959368,"about_ca_system_score_codex":0.0005466195,"about_ca_system_score_gemma":0.00027216904,"threshold_uncertainty_score":0.9999448},"labels":[],"label_agreement":null},{"id":"W3202175549","doi":"10.1016/j.gecco.2021.e01843","title":"Response of different organs’ stoichiometry of Phragmites australis to soil salinity in arid marshes, China","year":2021,"lang":"en","type":"article","venue":"Global Ecology and Conservation","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"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 Guelph","funders":"National Natural Science Foundation of China","keywords":"Phragmites; Salinity; Soil salinity; Arid; Ecological stoichiometry; Nutrient; Phosphorus; Biology; Agronomy; Salt marsh; Animal science; Botany; Chemistry; Wetland; Ecology","score_opus":0.006953381626919918,"score_gpt":0.22291187508929253,"score_spread":0.2159584934623726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202175549","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":[0.99771905,0.000010622108,0.00006991837,0.0016217112,0.000086424705,0.00010577553,0.00008368388,0.000006551481,0.0002962754],"genre_scores_gemma":[0.99945384,0.000010441495,0.0001844109,0.00021843016,0.000003008191,0.0000048620923,0.000024301893,0.000002563308,0.000098157594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999118,0.00019739795,0.00027345167,0.00018094444,0.00009498339,0.00013524176],"domain_scores_gemma":[0.9995841,0.00012961347,0.00009024091,0.0001322102,0.000015071382,0.000048791157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032236657,0.00008040293,0.00019931012,0.000036386245,0.00002979161,0.0000050237513,0.00007419728,0.000079859135,0.00033135107],"category_scores_gemma":[0.00028274793,0.00007964335,0.000022973385,0.00043364882,0.00007524023,0.000059038448,0.00017149402,0.000053933752,0.000010007005],"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":[0.0003216543,0.00011771819,0.99005586,0.000023581724,0.00000871864,0.000009252129,0.00009709446,0.00027584334,0.008240786,0.00022944085,0.00021222718,0.00040779696],"study_design_scores_gemma":[0.0003422198,0.000102596736,0.99588954,0.000015345307,0.000009092708,0.00001467594,0.000104099345,0.00065389764,0.0017233151,0.000992575,0.000083402796,0.00006922784],"about_ca_topic_score_codex":0.0015314594,"about_ca_topic_score_gemma":0.055170603,"teacher_disagreement_score":0.053639144,"about_ca_system_score_codex":0.00012210994,"about_ca_system_score_gemma":0.000031676365,"threshold_uncertainty_score":0.96207005},"labels":[],"label_agreement":null},{"id":"W3204605611","doi":"10.1016/j.powtec.2021.09.052","title":"The macro-structure of quartz flocs","year":2021,"lang":"en","type":"article","venue":"Powder Technology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Research (Canada); University of British Columbia","funders":"","keywords":"Macro; Macroscopic scale; Breakage; Quartz; Scaling; Filtration (mathematics); Dewatering; Materials science; Mineralogy; Chemistry; Mathematics; Composite material; Geology; Computer science; Physics; Geometry; Statistics; Geotechnical engineering","score_opus":0.0022271464412785295,"score_gpt":0.1860969359337612,"score_spread":0.18386978949248267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204605611","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":[0.9921405,0.00016707108,0.00020798681,0.0028273992,0.00018653738,0.000072690935,0.000016081907,0.00006868445,0.0043130866],"genre_scores_gemma":[0.99865,0.000024800298,0.00050908857,0.000034828052,0.000009011781,0.0000031023776,0.0000037454117,0.000008336629,0.00075704476],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993047,0.000019868305,0.00015966887,0.00018000932,0.00011937891,0.0002163681],"domain_scores_gemma":[0.9994298,0.000034234614,0.000058283742,0.00044483098,0.0000108554805,0.00002194667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051791674,0.00007714124,0.0001114796,0.000022065422,0.00010391936,0.000009668177,0.0002854047,0.00012419034,0.00064643816],"category_scores_gemma":[0.00005932899,0.000054993587,0.0000333559,0.00038345205,0.00020766658,0.000028921708,0.0003949164,0.0001357064,0.00013214395],"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":[0.000020246385,0.000083469386,0.3210189,0.00003807123,0.000063813626,0.00007505544,0.00026095408,0.00036232814,0.5433453,0.025194455,0.0057242275,0.1038132],"study_design_scores_gemma":[0.0011405951,0.00021782417,0.07511569,0.000045739125,0.0000608251,0.0010741451,0.003487349,0.005868393,0.40131032,0.14619082,0.3647123,0.00077597226],"about_ca_topic_score_codex":0.000053704738,"about_ca_topic_score_gemma":0.0037264486,"teacher_disagreement_score":0.35898808,"about_ca_system_score_codex":0.00004353265,"about_ca_system_score_gemma":0.00000980479,"threshold_uncertainty_score":0.70780444},"labels":[],"label_agreement":null},{"id":"W3205947674","doi":"10.1101/2021.10.12.464124","title":"Rapid carbon accumulation at a saltmarsh restored by managed realignment far exceeds carbon emitted in site construction","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"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":"Salt marsh; Carbon fibers; Blue carbon; Carbon sequestration; Greenhouse gas; Environmental science; Total organic carbon; Marsh; Sediment; Deposition (geology); Carbon cycle; Ecosystem; Wetland; Hydrology (agriculture); Ecology; Oceanography; Carbon dioxide; Geology; Biology; Geomorphology","score_opus":0.010540638277926803,"score_gpt":0.20082866137147526,"score_spread":0.19028802309354845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205947674","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":[0.9964514,0.00040985405,0.00011156539,0.000109750974,0.0011121852,0.0011997133,0.0001618339,0.00027996174,0.00016377165],"genre_scores_gemma":[0.9979516,0.00045264585,0.001008051,0.00006815528,0.00011444982,0.00022276581,0.000014272,0.0001426786,0.000025344067],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9953407,0.00041679674,0.00096640916,0.0016510526,0.00083901105,0.0007860227],"domain_scores_gemma":[0.9973823,0.000064200896,0.00067823066,0.0015040232,0.000063550935,0.00030769518],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008724526,0.00072694325,0.0007711343,0.00026406295,0.00015370971,0.00019028522,0.00047236448,0.0007644758,0.0001515315],"category_scores_gemma":[0.00011039463,0.0008789386,0.00015366494,0.0009111877,0.00015647075,0.00018804347,0.0017077387,0.000750222,0.000032176824],"study_design_candidate":"observational","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":[0.000093431394,0.00013541427,0.4047017,0.0002521604,0.00007689526,0.0001123365,0.00007005209,0.002200321,0.5921893,0.000009261549,0.00013923745,0.000019867754],"study_design_scores_gemma":[0.0017755603,0.000084949876,0.88259965,0.00071178336,0.0001914241,2.8881e-7,0.00004078078,0.06734358,0.042888038,0.0000031482973,0.0023789164,0.001981897],"about_ca_topic_score_codex":0.006402704,"about_ca_topic_score_gemma":0.002278989,"teacher_disagreement_score":0.54930127,"about_ca_system_score_codex":0.004345774,"about_ca_system_score_gemma":0.00011094187,"threshold_uncertainty_score":0.9994764},"labels":[],"label_agreement":null},{"id":"W3206445337","doi":"10.17760/d20292961","title":"effect of intraspecific variation in a dominant plant, Spartina alterniflora, on salt marsh communities","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Guelph","funders":"","keywords":"Spartina alterniflora; Spartina; Salt marsh; Biology; Intraspecific competition; Ecology; Abiotic component; Marsh; Foundation species; Intertidal zone; Population; Plant community; Halophyte; Habitat; Salinity; Wetland; Ecological succession","score_opus":0.006007118184483746,"score_gpt":0.22464629853240875,"score_spread":0.218639180347925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206445337","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":[0.9617701,0.0000056139943,0.00004402522,0.0000074860764,0.0005242383,0.0005248888,0.00006641347,0.000019200637,0.03703804],"genre_scores_gemma":[0.99612075,0.000034943067,0.000062839754,0.00001031852,0.00004523897,0.00004809546,0.0010234525,0.000029211646,0.0026251336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984666,0.00023299514,0.00047437407,0.00024121629,0.00033386552,0.0002509421],"domain_scores_gemma":[0.99897593,0.00027350776,0.00030356811,0.00039141043,0.000010445435,0.00004514943],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069537776,0.00026879009,0.0004296928,0.0001335601,0.000059115257,0.000027483116,0.00030309134,0.00019185324,0.0019937062],"category_scores_gemma":[0.000036179834,0.00021904746,0.00006981647,0.00016139045,0.00004560067,0.000091405294,0.00008296334,0.00022410716,0.0005759945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.039067622,0.004338466,0.5195722,0.014662523,0.00063573796,0.00035428166,0.11535616,0.0074343993,0.075873226,0.004057434,0.03881755,0.17983037],"study_design_scores_gemma":[0.004634713,0.008292894,0.8772966,0.0038876054,0.00022662892,0.00003806962,0.005055522,0.051149726,0.043371685,0.0010851098,0.0027474014,0.002214012],"about_ca_topic_score_codex":0.008509873,"about_ca_topic_score_gemma":0.17762524,"teacher_disagreement_score":0.3577244,"about_ca_system_score_codex":0.00024750206,"about_ca_system_score_gemma":0.00001055472,"threshold_uncertainty_score":0.9989186},"labels":[],"label_agreement":null},{"id":"W3206826871","doi":"10.1029/2021jg006507","title":"Tidal Marsh Sediment and Carbon Accretion on a Geomorphologically Dynamic Coastline","year":2021,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; University of the Fraser Valley","funders":"Tula Foundation","keywords":"Marsh; Accretion (finance); Salt marsh; Sediment; Hydrology (agriculture); Geology; Environmental science; Brackish marsh; Oceanography; Sedimentation; Physical geography; Geomorphology; Brackish water; Geography; Ecology; Wetland","score_opus":0.0230749610140426,"score_gpt":0.30380109637305375,"score_spread":0.28072613535901114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206826871","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":[0.9954986,0.000050205017,0.000059055066,0.002534899,0.00017245486,0.00010488075,0.000013332252,0.0000067793153,0.0015597813],"genre_scores_gemma":[0.9986279,0.0001704764,0.00039764823,0.00008349928,0.00007296982,0.0000031129307,0.0000032395776,0.0000063457733,0.00063479756],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9967697,0.00029749336,0.0003475417,0.00035053014,0.0017554375,0.00047924143],"domain_scores_gemma":[0.9988435,0.00038769777,0.00014975652,0.00017982686,0.0001251408,0.0003141004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019001842,0.00012720432,0.00024913996,0.00010943469,0.00021165104,0.00013250283,0.00036421363,0.000068551395,0.00019867376],"category_scores_gemma":[0.0005247884,0.00008769914,0.00008422592,0.00078649644,0.00062911893,0.00018602185,0.00057537504,0.00047377113,0.0000696429],"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":[0.00079381966,0.0021633836,0.27228707,0.00006306817,0.000060829363,0.0019852985,0.0004977826,0.00022820586,0.64220494,0.0010536175,0.001570611,0.0770914],"study_design_scores_gemma":[0.0009659969,0.004297492,0.9398856,0.00016471506,0.000020724114,0.00045783902,0.0007961757,0.035193317,0.0038820696,0.009535724,0.0044697993,0.00033051393],"about_ca_topic_score_codex":0.0012723627,"about_ca_topic_score_gemma":0.00091780646,"teacher_disagreement_score":0.66759855,"about_ca_system_score_codex":0.0002300346,"about_ca_system_score_gemma":0.00010889978,"threshold_uncertainty_score":0.35762674},"labels":[],"label_agreement":null},{"id":"W3210833060","doi":"10.3390/rs13214245","title":"Applying Airborne LiDAR to Map Salt Marsh Inland Boundaries","year":2021,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Environmental Trust Fund, Government of New Brunswick","keywords":"Lidar; Marsh; Salt marsh; Elevation (ballistics); Digital elevation model; Aerial photography; Remote sensing; Satellite imagery; Wetland; Bay; Geology; Environmental science; Vegetation (pathology); Hydrology (agriculture); Oceanography; Ecology","score_opus":0.007908957253139979,"score_gpt":0.21396109338478944,"score_spread":0.20605213613164947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210833060","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":[0.9460136,0.00005678631,0.038869005,0.0010674563,0.00064255606,0.00030730932,0.000006207013,0.000106032225,0.012931045],"genre_scores_gemma":[0.95869964,0.000006134005,0.038422123,0.00060028926,0.000116823096,7.66009e-8,0.000014258412,0.0000338794,0.0021067434],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986526,0.00005729175,0.00021829634,0.00039019925,0.00029129782,0.00039033944],"domain_scores_gemma":[0.999366,0.000045910023,0.00005068096,0.00035706483,0.000015668253,0.00016468723],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020846861,0.00015557189,0.00019898437,0.000032036427,0.00033765985,0.00026973558,0.00009123731,0.000066450775,0.00013805328],"category_scores_gemma":[0.000083113,0.00016250726,0.00005666899,0.00029829546,0.00006658628,0.00010664586,0.0004630674,0.00013323229,0.0011833523],"study_design_candidate":"design_other","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":[0.00004395857,0.000023670345,0.005410718,0.00010710506,0.000033002623,0.0007075152,0.0012641194,0.0033845468,0.046433005,0.000043900807,0.0040715085,0.938477],"study_design_scores_gemma":[0.00049976807,0.000054765183,0.011235773,0.00033458025,0.00003835921,0.00058612396,0.0006391643,0.21290205,0.0055036643,0.0019588002,0.7654407,0.0008062443],"about_ca_topic_score_codex":0.0009326069,"about_ca_topic_score_gemma":0.0028956728,"teacher_disagreement_score":0.9376707,"about_ca_system_score_codex":0.00025570675,"about_ca_system_score_gemma":0.00003583636,"threshold_uncertainty_score":0.99959433},"labels":[],"label_agreement":null},{"id":"W3213681521","doi":"10.1007/s10530-021-02675-5","title":"Characterizing an invasion assemblage: first comparison of insect communities on native and introduced subspecies of Phragmites australis in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Toronto","funders":"Agriculture and Agri-Food Canada; Ontario Ministry of Natural Resources and Forestry","keywords":"Phragmites; Biology; Subspecies; Cecidomyiidae; Ecology; Invasive species; Herbivore; Introduced species; Lepidoptera genitalia; Larva","score_opus":0.1803283890149652,"score_gpt":0.25723174698059137,"score_spread":0.07690335796562617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213681521","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":[0.9988096,0.000014942653,0.0000021215103,0.00018274899,0.000060368933,0.000117371725,0.000059418264,0.000007343484,0.00074613653],"genre_scores_gemma":[0.9995785,0.00004513036,0.000118244614,0.000055212553,0.0000069881266,0.0000070979772,0.00014323641,0.0000043512105,0.00004128003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989091,0.00020174979,0.00035516772,0.00019861248,0.00016151543,0.0001738558],"domain_scores_gemma":[0.9989843,0.00056350604,0.00013754403,0.00022464525,0.000019355515,0.00007064744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018058636,0.00012850779,0.00034207499,0.000036724756,0.00011550843,0.0000135083765,0.00016942686,0.000087262575,0.0006814663],"category_scores_gemma":[0.00019374776,0.00009964324,0.00002955864,0.00017854811,0.00016856598,0.00009538043,0.00035756236,0.00022503929,0.0000014196592],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003177502,0.0002131434,0.93256813,0.000015523812,0.0000064476217,0.0000075150856,0.0018988932,0.00018945553,0.06473057,0.0001344223,0.0000660225,0.00013811249],"study_design_scores_gemma":[0.0001754185,0.00025239037,0.9771622,0.00009809043,0.000003949444,0.0000043556415,0.00453361,0.00027715243,0.017037759,0.00005379491,0.00028288158,0.00011838737],"about_ca_topic_score_codex":0.89306456,"about_ca_topic_score_gemma":0.99942684,"teacher_disagreement_score":0.10636229,"about_ca_system_score_codex":0.0002777779,"about_ca_system_score_gemma":0.00008132678,"threshold_uncertainty_score":0.7461578},"labels":[],"label_agreement":null},{"id":"W3213985923","doi":"10.22621/cfn.v135i2.2659","title":"Salt marsh width positively affects the occurrence of Least and Pectoral Sandpipers in the St. Lawrence River Estuary during fall migration","year":2021,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski; Cegep de La Pocatiere","funders":"","keywords":"Sandpiper; Salt marsh; Calidris; Marsh; Estuary; Brackish marsh; Shore; Ecology; Vegetation (pathology); Environmental science; Habitat; Geography; Wetland; Oceanography; Geology; Biology","score_opus":0.007150540724269149,"score_gpt":0.19961396476310728,"score_spread":0.19246342403883812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213985923","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":[0.99081856,0.000111033216,0.00000373355,0.006674399,0.00011675166,0.0002125067,0.00010378974,0.000005193268,0.001954058],"genre_scores_gemma":[0.99892855,0.000030419784,0.000021087655,0.00075246,0.000021748412,0.000007667463,0.00002582169,0.0000043392647,0.00020793715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901915,0.00018677005,0.00012131562,0.00021384069,0.00020560104,0.00025329922],"domain_scores_gemma":[0.9993496,0.00020828682,0.000058183297,0.00029397997,0.000011839825,0.00007809775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027140917,0.000115111565,0.000106238964,0.000023990244,0.00030061282,0.00008156652,0.00035651028,0.000060518923,0.0001444422],"category_scores_gemma":[0.00007675871,0.00006717289,0.000037053123,0.00025755237,0.0001986774,0.00013391399,0.00010951521,0.0002791632,0.000015238855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006669789,0.000035238678,0.96844107,0.000086783955,0.000027841657,0.00024024048,0.014415845,0.00052534154,0.002306976,0.0010772275,0.008745953,0.0040307655],"study_design_scores_gemma":[0.00017071809,0.00002159735,0.9964575,0.000053936965,0.00001546279,0.000088013476,0.0009202173,0.00094716804,0.00022946998,0.0001332344,0.0008269187,0.00013577452],"about_ca_topic_score_codex":0.33971307,"about_ca_topic_score_gemma":0.97979677,"teacher_disagreement_score":0.64008373,"about_ca_system_score_codex":0.00016342905,"about_ca_system_score_gemma":0.00006806253,"threshold_uncertainty_score":0.6646838},"labels":[],"label_agreement":null},{"id":"W3214789956","doi":"10.1111/avsc.12626","title":"Do common assumptions about the wetland seed bank following invasive plant removal hold true? Divergent outcomes following multi‐year <i>Phragmites australis</i> management","year":2021,"lang":"en","type":"article","venue":"Applied Vegetation Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"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":"U.S. Fish and Wildlife Service; Delta Waterfowl; Institute for Wetland and Waterfowl Research, Ducks Unlimited Canada; Intermountain West Joint Venture; Society of Wetland Scientists","keywords":"Phragmites; Soil seed bank; Vegetation (pathology); Native plant; Invasive species; Wetland; Plant community; Introduced species; Biology; Ecology; Agronomy; Seedling; Species richness","score_opus":0.01982182260986561,"score_gpt":0.25743161189525343,"score_spread":0.2376097892853878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214789956","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":[0.9866799,0.000038494625,0.0017800846,0.0002948966,0.00070465857,0.0006477997,0.000020845673,0.000078675606,0.009754612],"genre_scores_gemma":[0.99507105,0.000025353533,0.0037388369,0.00034585173,0.000018736922,0.00008755479,0.000047705988,0.000019471034,0.0006454518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996837,0.00007394469,0.00046982072,0.0007773484,0.0012557552,0.000586118],"domain_scores_gemma":[0.99874425,0.00023119342,0.0001867071,0.0006608825,0.000018947841,0.00015800775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011459179,0.00027164552,0.000296326,0.000095091396,0.0011156817,0.00042071476,0.0007567848,0.00006466552,0.00008439674],"category_scores_gemma":[0.00006980743,0.00020988839,0.00020797677,0.0010638038,0.00022449184,0.00051310705,0.0008009499,0.0001927645,0.00044109754],"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":[0.000015419051,0.00019117001,0.90258765,0.00005721427,0.00015202424,0.00027648066,0.0026463843,0.021575965,0.063935414,0.006489986,0.00019261612,0.0018796864],"study_design_scores_gemma":[0.0011724831,0.000014390976,0.9862236,0.00008238151,0.00013612713,0.000021363036,0.0020728088,0.005342491,0.002824526,0.0008267003,0.00082556886,0.0004575926],"about_ca_topic_score_codex":0.00013120723,"about_ca_topic_score_gemma":0.0021293,"teacher_disagreement_score":0.083635926,"about_ca_system_score_codex":0.0003030007,"about_ca_system_score_gemma":0.000043211327,"threshold_uncertainty_score":0.8581035},"labels":[],"label_agreement":null},{"id":"W3215336492","doi":"10.1002/essoar.10508958.1","title":"Crossing the boundary: how key advancements to headland sediment bypassing improve definition of littoral cell zones","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Queen's University","funders":"","keywords":"Key (lock); Preprint; Headland; Computer science; World Wide Web; Boundary (topology); Geology; Oceanography; Computer security; Shore","score_opus":0.01377063371056039,"score_gpt":0.22900791340836044,"score_spread":0.21523727969780004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215336492","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":[0.96010166,0.00014213784,0.025733154,0.0009801299,0.0011830385,0.00072458794,0.00010789881,0.00003986435,0.0109875165],"genre_scores_gemma":[0.98093075,0.000019980962,0.01704634,0.00020088976,0.00008547915,0.000058372712,0.00012561359,0.000032573927,0.001500021],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99788034,0.00008896997,0.0004058519,0.0006305617,0.0005860755,0.00040818308],"domain_scores_gemma":[0.99883485,0.000054936536,0.00030774114,0.00064102677,0.000029583889,0.000131889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003607663,0.0003197406,0.0003673293,0.00003912785,0.00038178323,0.0008846101,0.00037008355,0.00014691787,0.00028099216],"category_scores_gemma":[0.000024751955,0.0002418268,0.00014705771,0.00015960918,0.00016363754,0.00021079158,0.0024831968,0.0003058989,0.00003580706],"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":[0.00095856184,0.003745404,0.3025012,0.0067054275,0.00072665873,0.00047715695,0.03806504,0.11006199,0.3603122,0.000542114,0.011497584,0.16440666],"study_design_scores_gemma":[0.013945926,0.004104848,0.26123768,0.0106220795,0.0019140614,0.0004453579,0.04184875,0.32149428,0.17114362,0.029396938,0.12788269,0.015963785],"about_ca_topic_score_codex":0.0022978194,"about_ca_topic_score_gemma":0.005327869,"teacher_disagreement_score":0.21143228,"about_ca_system_score_codex":0.0005722771,"about_ca_system_score_gemma":0.0000963792,"threshold_uncertainty_score":0.9861411},"labels":[],"label_agreement":null},{"id":"W3216321387","doi":"10.1016/j.ecss.2021.107664","title":"Exploring open-source multispectral satellite remote sensing as a tool to map long-term evolution of salt marsh shorelines","year":2021,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":45,"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":"Fundação para a Ciência e a Tecnologia; U.S. Geological Survey; Universidad de Cádiz; European Commission; Canadian Academy of Sport and Exercise Medicine","keywords":"Salt marsh; Shore; Marsh; Remote sensing; Multispectral image; Satellite; Environmental science; Satellite imagery; Estuary; Geography; Oceanography; Geology; Ecology; Wetland","score_opus":0.024065225472003546,"score_gpt":0.24786614917136343,"score_spread":0.2238009236993599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216321387","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":[0.9859603,0.0000455452,0.011455902,0.00027253493,0.0003036429,0.00031203293,0.0000054839293,0.000042945376,0.001601598],"genre_scores_gemma":[0.9864519,0.00007382098,0.011776849,0.000057221463,0.00005012163,0.0000021844428,0.000006351126,0.000017534794,0.0015639847],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976508,0.00004049293,0.00039878156,0.0007828672,0.0005900362,0.000537017],"domain_scores_gemma":[0.99909264,0.00004915187,0.00009757038,0.0004201828,0.000064347594,0.00027610007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062377873,0.00021760345,0.00028149583,0.00009516269,0.00033663865,0.00024583007,0.00047932606,0.000035476573,0.00010564336],"category_scores_gemma":[0.00018060258,0.00020602875,0.00005065208,0.0009890266,0.00036433883,0.00097084034,0.0035445518,0.00013285618,0.00012762217],"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":[0.00012729863,0.00010294905,0.22253141,0.00010048936,0.000010668506,0.00018271536,0.0017191409,0.001683856,0.20524102,0.00013461409,0.000025167848,0.5681407],"study_design_scores_gemma":[0.0006304149,0.0002913664,0.9408435,0.00031314406,0.000021816964,0.00043433974,0.0007023202,0.041169014,0.013192329,0.00031787457,0.001460338,0.000623527],"about_ca_topic_score_codex":0.00594049,"about_ca_topic_score_gemma":0.014473441,"teacher_disagreement_score":0.71831214,"about_ca_system_score_codex":0.00020071403,"about_ca_system_score_gemma":0.00008403924,"threshold_uncertainty_score":0.8980284},"labels":[],"label_agreement":null},{"id":"W339982486","doi":"10.1016/j.quaint.2008.03.008","title":"","year":2008,"lang":"en","type":"article","venue":"Quaternary International","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Memorial University of Newfoundland","funders":"","keywords":"Geology","score_opus":0.01075233832147139,"score_gpt":0.20867802179364892,"score_spread":0.19792568347217754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W339982486","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":[0.9794699,0.0000031992276,0.003986112,0.001790325,0.000948621,0.00015098964,0.000022134996,0.00014223512,0.013486509],"genre_scores_gemma":[0.994428,0.00002717749,0.0014726947,0.0004780145,0.0001753076,0.000036904104,0.000054035732,0.000022136483,0.0033057437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978234,0.000045461205,0.00042263794,0.00047957557,0.00085139874,0.0003775149],"domain_scores_gemma":[0.99930215,0.00004897529,0.00013528536,0.0003171299,0.000016444947,0.00018001029],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017054818,0.00021273372,0.00016187436,0.00006379771,0.0002562582,0.000034519624,0.0008756267,0.00005967455,0.0030351577],"category_scores_gemma":[0.000037038324,0.00020110933,0.00011718876,0.00014427942,0.00017428398,0.0008720518,0.0006896277,0.00014183589,0.0014166589],"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":[0.00009244258,0.0001343011,0.9860934,0.0000014325145,0.000026916634,0.00042755765,0.0007154751,0.0066623697,0.0034899896,0.0000784863,0.0011919631,0.0010856778],"study_design_scores_gemma":[0.00093203207,0.00010012563,0.848432,0.000010546609,0.0000041379476,0.0021257324,0.0000835029,0.1380963,0.0006087602,0.0005891093,0.008677245,0.00034047724],"about_ca_topic_score_codex":0.0037927583,"about_ca_topic_score_gemma":0.0012710924,"teacher_disagreement_score":0.13766135,"about_ca_system_score_codex":0.00042630316,"about_ca_system_score_gemma":0.000009663124,"threshold_uncertainty_score":0.99936086},"labels":[],"label_agreement":null},{"id":"W399215864","doi":"","title":"Tritium accumulation in salt marsh sediments from the Severn Estuary, UK (abstract of poster presented at AGU 2004 Joint Assembly, 17-21 May 2004, Montreal, Canada)","year":2004,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Salt marsh; Joint (building); Estuary; Oceanography; Marsh; Environmental science; Geology; Engineering; Ecology; Civil engineering; Wetland","score_opus":0.015466871333318524,"score_gpt":0.20192926957601054,"score_spread":0.186462398242692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W399215864","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":[0.9948203,0.000015776424,0.00026925327,0.000778914,0.000116942356,0.00054803543,0.00030595687,0.000017631282,0.0031271672],"genre_scores_gemma":[0.99814373,0.000009714153,0.00015102216,0.00004035741,0.000011865617,8.51669e-7,0.00011051348,0.0000145291315,0.0015174368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998146,0.00006719962,0.00031846907,0.00043156403,0.0006862889,0.0003504673],"domain_scores_gemma":[0.9988954,0.00010043951,0.0003380062,0.0004998695,0.000026763151,0.00013948772],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026087556,0.00020950698,0.00032130236,0.00006115228,0.00015855214,0.000013161081,0.00049085263,0.00012988441,0.0022464106],"category_scores_gemma":[0.000029306218,0.00021565068,0.00011501276,0.00022902706,0.00013510449,0.00025680667,0.00073117745,0.00019783489,0.00012586589],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025090363,0.0001979749,0.9599509,0.000028049442,0.0000645696,0.000067586945,0.0023312606,0.0319296,0.0029685367,0.000002366474,0.0017189113,0.0004892909],"study_design_scores_gemma":[0.0018666174,0.000030328165,0.99320173,0.000116433075,0.000028238934,0.0000036523097,0.0017476729,0.0017307686,0.0006697604,0.00013576994,0.00026231835,0.0002067322],"about_ca_topic_score_codex":0.9069636,"about_ca_topic_score_gemma":0.9432931,"teacher_disagreement_score":0.036329463,"about_ca_system_score_codex":0.0012226528,"about_ca_system_score_gemma":0.00010630219,"threshold_uncertainty_score":0.9986657},"labels":[],"label_agreement":null},{"id":"W4200340177","doi":"10.1002/2688-8319.12114","title":"Seven ecological and technical attributes for biofilm‐based recovery of shorebird populations in intertidal flat ecosystems","year":2021,"lang":"en","type":"article","venue":"Ecological Solutions and Evidence","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Japan Society for the Promotion of Science; Environment and Climate Change Canada","keywords":"Intertidal zone; Intertidal ecology; Foraging; Ecology; Environmental science; Ecosystem; Geography; Biology","score_opus":0.06722296028600738,"score_gpt":0.28215903577219287,"score_spread":0.21493607548618548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200340177","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":[0.9928667,0.0003171561,0.0044237264,0.0016364763,0.00009501462,0.00042368498,0.00006741898,0.00003131402,0.00013851991],"genre_scores_gemma":[0.99444884,0.00010697661,0.0051500686,0.000070971764,0.000016962658,0.00011054563,0.000022398151,0.000005555955,0.00006766123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985482,0.00012846694,0.00044413045,0.00041896815,0.00012280239,0.00033741485],"domain_scores_gemma":[0.9987895,0.0008133176,0.00009422747,0.00016621276,0.000024578261,0.00011216361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066376297,0.00013281338,0.00031061514,0.00004172109,0.00018433214,0.00003624212,0.00012301347,0.00019180388,0.00038763438],"category_scores_gemma":[0.0011070448,0.00010804691,0.000078815785,0.00027859778,0.00017614168,0.000192887,0.00042764674,0.00013344332,0.000011527568],"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":[0.00007423445,0.0003984679,0.9847975,0.00010332554,0.00000797186,0.000018681305,0.000023887396,0.0029973758,0.008348547,0.0010226397,0.00077188533,0.0014354959],"study_design_scores_gemma":[0.00030564927,0.00040551575,0.9262652,0.00016026128,0.000021393604,0.00004537023,0.000060687962,0.0698162,0.000089855464,0.0024014823,0.00025108468,0.00017729684],"about_ca_topic_score_codex":0.00014820606,"about_ca_topic_score_gemma":0.019132704,"teacher_disagreement_score":0.066818826,"about_ca_system_score_codex":0.0002005758,"about_ca_system_score_gemma":0.000027611446,"threshold_uncertainty_score":0.9987656},"labels":[],"label_agreement":null},{"id":"W4200379082","doi":"10.3390/jmse9121438","title":"Organic Matter Redox State Driven by Specific Sources in Mangrove Sediments: A Case Study from Peruvian Ecosystems","year":2021,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; International Development Research Centre","keywords":"Mangrove; Organic matter; Sedimentary organic matter; Sediment; Diagenesis; Redox; Sedimentary rock; Environmental chemistry; Total organic carbon; Environmental science; Geology; Ecology; Chemistry; Mineralogy; Geochemistry; Biology; Geomorphology","score_opus":0.003406329404352767,"score_gpt":0.1766379017972795,"score_spread":0.17323157239292675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200379082","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":[0.9991267,0.00004559836,0.00016585994,0.00007606576,0.00026647942,0.000097243494,0.000007584941,0.0000062417284,0.00020826807],"genre_scores_gemma":[0.9992999,0.000028247696,0.00046039643,0.000020329797,0.000042934756,0.0000016180647,0.0000010247132,0.000011850136,0.00013368859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861765,0.000024709012,0.0003871931,0.00024632446,0.00045665033,0.00026746764],"domain_scores_gemma":[0.9994974,0.000035838926,0.000118051365,0.00015979246,0.000026821866,0.00016209387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006324953,0.00012686448,0.00021764218,0.00011134124,0.00007436777,0.00015712927,0.000207591,0.000020966407,0.0005953675],"category_scores_gemma":[0.000029757552,0.00011102509,0.000026803802,0.0004931065,0.000039373466,0.0004596765,0.00055821426,0.00017874678,0.000030296223],"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":[0.000009189678,0.00013237559,0.9215779,0.000016518257,0.00001791489,0.004041438,0.0023066825,0.005768406,0.06385852,2.9042087e-7,0.00031734494,0.0019534323],"study_design_scores_gemma":[0.0037450064,0.0005961472,0.80867326,0.00029301972,0.00006280538,0.015939895,0.025391592,0.13385473,0.0036679877,0.00006846098,0.006625092,0.0010819844],"about_ca_topic_score_codex":0.0008658646,"about_ca_topic_score_gemma":0.0021394596,"teacher_disagreement_score":0.12808633,"about_ca_system_score_codex":0.00029383443,"about_ca_system_score_gemma":0.000023857903,"threshold_uncertainty_score":0.6518857},"labels":[],"label_agreement":null},{"id":"W4200517945","doi":"10.1002/esp.5308","title":"Sensitivity of tidal hydrodynamics to varying bathymetric configurations in a multi‐inlet rapidly eroding salt marsh system: A numerical study","year":2021,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"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 British Columbia","funders":"Delaware Sea Grant, University of Delaware; National Fish and Wildlife Foundation","keywords":"Inlet; Bathymetry; Geology; Dredging; Channel (broadcasting); Sediment transport; Bay; Tidal range; Environmental science; Hydrology (agriculture); Oceanography; Sediment; Geomorphology; Estuary; Geotechnical engineering","score_opus":0.011044517643515493,"score_gpt":0.22883201315831833,"score_spread":0.21778749551480284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200517945","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":[0.9818609,0.00007162306,0.017060889,0.000041594285,0.000060824532,0.00044881276,0.00004888562,0.00003531661,0.00037119963],"genre_scores_gemma":[0.9983869,0.000013675023,0.0014094297,0.0000151780705,0.0000080045975,0.000010540271,0.000017576862,0.000015411088,0.00012329026],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998545,0.00009599072,0.00036941265,0.00039737957,0.0002870068,0.0003052206],"domain_scores_gemma":[0.9993484,0.0001802716,0.00010708801,0.00018866117,0.00004205639,0.00013350628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005980221,0.000173856,0.0003586,0.00007081763,0.00012052525,0.00006629579,0.000079176774,0.000056712444,0.000047682777],"category_scores_gemma":[0.00021450476,0.00014465777,0.000031891395,0.0012272418,0.00002565644,0.00023108021,0.0002228175,0.00013460885,0.000026544642],"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":[0.000047348483,0.0002699154,0.91232324,0.0003683097,0.000018643948,0.000087309956,0.0021890183,0.081103414,0.0026138972,0.0000075131024,0.0000033310866,0.0009680491],"study_design_scores_gemma":[0.0011690968,0.00019179803,0.44086963,0.00017254804,0.000026060476,0.00010029309,0.0031948779,0.55321515,0.0006397154,0.000004900379,0.00007079031,0.00034515688],"about_ca_topic_score_codex":0.0016435006,"about_ca_topic_score_gemma":0.019291729,"teacher_disagreement_score":0.4721117,"about_ca_system_score_codex":0.00006200433,"about_ca_system_score_gemma":0.00004785565,"threshold_uncertainty_score":0.99860364},"labels":[],"label_agreement":null},{"id":"W4206420126","doi":"10.21203/rs.3.rs-967047/v1","title":"Economic Benefit of Coastal ‘Blue Carbon’ Stocks in Moroccan Lagoon Ecosystem: A Case Study From Moulay Bousselham lagoon","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Université de Sherbrooke","funders":"","keywords":"Wetland; Ecosystem services; Habitat; Ecosystem; Environmental science; Blue carbon; Carbon sequestration; Ecology; Carbon dioxide","score_opus":0.02653384637561463,"score_gpt":0.3188633653526638,"score_spread":0.2923295189770492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206420126","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":[0.99220514,0.00015883648,0.000014535776,0.000071775095,0.0003847946,0.0033074573,0.0021837568,0.000056310353,0.0016173964],"genre_scores_gemma":[0.99835384,0.000047711557,0.00006790409,0.0000031199734,0.00012306414,0.0004865116,0.00039212074,0.000109747976,0.00041599365],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99332136,0.0010610392,0.0012546028,0.0017903667,0.0014286181,0.0011440339],"domain_scores_gemma":[0.9966533,0.00047262965,0.00037873228,0.0019851122,0.00008865121,0.00042155728],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002440396,0.00059643126,0.0012693495,0.0004605067,0.00020992757,0.0002653644,0.0010723303,0.0005329523,0.0015411627],"category_scores_gemma":[0.00011630329,0.0006307823,0.00027306602,0.00058080483,0.00013590428,0.00018462648,0.0073115523,0.0018563346,0.00012688557],"study_design_candidate":"observational","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":[0.00019383554,0.0012585964,0.79853153,0.0008527207,0.00017927634,0.009361802,0.008333952,0.17861514,0.00044855656,0.000010197619,0.00009688032,0.002117486],"study_design_scores_gemma":[0.005953153,0.0026640196,0.283382,0.0031524312,0.00019738893,0.0009382777,0.18595777,0.5128542,0.00079651055,0.00054325524,0.00057146756,0.0029895108],"about_ca_topic_score_codex":0.42806402,"about_ca_topic_score_gemma":0.9333815,"teacher_disagreement_score":0.51514953,"about_ca_system_score_codex":0.0027708176,"about_ca_system_score_gemma":0.0003619754,"threshold_uncertainty_score":0.99961436},"labels":[],"label_agreement":null},{"id":"W4210523081","doi":"10.1016/j.rsase.2022.100699","title":"Monitoring of land use and land cover changes by using remote sensing and GIS techniques at human-induced mangrove forests areas in Bangladesh","year":2022,"lang":"en","type":"article","venue":"Remote Sensing Applications Society and Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"U.S. Geological Survey","keywords":"Wetland; Mangrove; Land cover; Land use; Biodiversity; Geography; Aquaculture; Agriculture; Ecosystem services; Ecosystem; Agricultural land; Environmental science; Land use, land-use change and forestry; Agroforestry; Grassland; Forestry; Remote sensing; Ecology; Fishery; Fish <Actinopterygii>","score_opus":0.017895471297323013,"score_gpt":0.2313254711273072,"score_spread":0.21342999982998417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210523081","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":[0.9941929,0.00014388115,0.0049449466,0.00015625173,0.000012509623,0.0004452449,0.00003374634,0.000024887036,0.000045663706],"genre_scores_gemma":[0.9828523,0.00054581906,0.01639482,0.000032687094,0.000022301745,8.2545466e-7,0.000023795727,0.000026528316,0.00010095681],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988519,0.000054140877,0.00021253731,0.00041954292,0.0002267753,0.00023510537],"domain_scores_gemma":[0.9994713,0.0000613228,0.00014136925,0.00024263421,0.0000029370797,0.00008042305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025411844,0.00017472435,0.00021137588,0.000029359853,0.0004917666,0.000036261667,0.00004958426,0.00008486321,0.000008839637],"category_scores_gemma":[0.0000034200289,0.00019345587,0.00003476485,0.00010870808,0.0001397724,0.00008031575,0.0005838424,0.00016177131,9.813763e-7],"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":[0.000030382456,0.0000518794,0.23909068,0.00013158213,0.000051181683,0.000009127926,0.0024132486,0.001794571,0.42144644,0.0000014172192,0.00008616652,0.33489332],"study_design_scores_gemma":[0.0015088252,0.00022003106,0.26011413,0.00029901895,0.00017359202,0.00046175794,0.0016884268,0.7077638,0.016859101,0.00074734964,0.0089812875,0.0011826736],"about_ca_topic_score_codex":0.0048366133,"about_ca_topic_score_gemma":0.0009276467,"teacher_disagreement_score":0.7059692,"about_ca_system_score_codex":0.00048366643,"about_ca_system_score_gemma":0.0000029865998,"threshold_uncertainty_score":0.7888901},"labels":[],"label_agreement":null},{"id":"W4210546639","doi":"10.3354/meps13999","title":"Epibiont community composition of red mangroves Rhizophora mangle are contingent on root characteristics","year":2022,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Smithsonian Tropical Research Institute; Natural Sciences and Engineering Research Council of Canada; McGill University; Smithsonian Institution; National Science Foundation","keywords":"Epibiont; Species richness; Rhizophora mangle; Mangrove; Foundation species; Ecology; Biology; Abundance (ecology); Community structure; Ecological succession; Habitat; Invertebrate; Biodiversity","score_opus":0.007704910453903507,"score_gpt":0.20584370980835023,"score_spread":0.19813879935444673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210546639","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":[0.99682415,0.000006239504,0.0000014013208,0.0008191696,0.0003580888,0.00039120467,0.000119675744,0.0000583608,0.0014217355],"genre_scores_gemma":[0.99865454,0.0000040557034,0.00020101751,0.00006404759,0.00001970182,0.00014969867,0.00030653857,0.00001805062,0.0005823679],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986509,0.0003706218,0.00032719976,0.00020211915,0.00019246334,0.00025670178],"domain_scores_gemma":[0.9991345,0.000070374605,0.00036205212,0.00036530307,0.000015602978,0.00005216445],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036400484,0.00015517519,0.00030525684,0.000047572317,0.0005569705,0.000019051271,0.00032201657,0.000052146275,0.0016549631],"category_scores_gemma":[0.000022792614,0.00016081563,0.000056035504,0.00012779499,0.0002366421,0.00008956961,0.0019905958,0.00030569008,0.000033510016],"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":[0.00043553978,0.0006044338,0.9949698,0.000057808717,0.000025603567,0.000038686685,0.00022128913,0.00017207285,0.0004222433,0.00013699441,0.0004786014,0.0024369296],"study_design_scores_gemma":[0.0003496638,0.0009787948,0.9949717,0.000009564959,0.000015693933,0.00005960812,0.0004813956,0.00052228477,0.00029777823,0.00028690012,0.0018683489,0.00015826461],"about_ca_topic_score_codex":0.00020874382,"about_ca_topic_score_gemma":0.002962816,"teacher_disagreement_score":0.0027540722,"about_ca_system_score_codex":0.00026669554,"about_ca_system_score_gemma":0.0000065153517,"threshold_uncertainty_score":0.9992577},"labels":[],"label_agreement":null},{"id":"W4210564403","doi":"10.21203/rs.3.rs-781297/v1","title":"Phragmites Australis Invasion and Herbicide Treatment Changes Freshwater Wetland Carbon Dynamics","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Waterloo; Environment and Climate Change Canada; Parks Canada","funders":"","keywords":"Phragmites; Wetland; Ecology; Environmental science; Biology","score_opus":0.0411561886654953,"score_gpt":0.31283750744670136,"score_spread":0.27168131878120605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210564403","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":[0.99325264,0.00044760067,0.0000120756,0.0014301044,0.00018437866,0.0010720436,0.000395478,0.00006578261,0.003139914],"genre_scores_gemma":[0.9930747,0.0018034168,0.000269435,0.000013010899,0.00013694991,0.00024087915,0.0010411723,0.0000637892,0.0033566512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962296,0.00044453912,0.00029605092,0.0011019238,0.0010429322,0.0008849621],"domain_scores_gemma":[0.9983911,0.00021085097,0.00009223546,0.00089567504,0.000056695008,0.000353452],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007357374,0.00043540864,0.0005041652,0.00019058914,0.00023716348,0.00040636645,0.00037560536,0.00044614298,0.00079260115],"category_scores_gemma":[0.00007915896,0.00035751032,0.000112056856,0.00028796334,0.00024062532,0.0000897418,0.0035842035,0.0007825986,0.000058434438],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014963478,0.00052156847,0.94647163,0.0020422689,0.00021897345,0.0009847569,0.0040723165,0.0030156225,0.0064665005,0.0000457574,0.0008823301,0.03512862],"study_design_scores_gemma":[0.0039023177,0.0029636084,0.5509414,0.0062919836,0.00030425732,0.0003423918,0.011917543,0.38334855,0.011359724,0.0035607482,0.020815441,0.004252037],"about_ca_topic_score_codex":0.037761208,"about_ca_topic_score_gemma":0.5455481,"teacher_disagreement_score":0.50778687,"about_ca_system_score_codex":0.001999877,"about_ca_system_score_gemma":0.00006131704,"threshold_uncertainty_score":0.9998877},"labels":[],"label_agreement":null},{"id":"W4213215063","doi":"10.21203/rs.3.rs-15478/v1","title":"Diversity of plant assemblages dampens the variability of the growing season phenology of wetland ecosystems","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada; ArcticNet","keywords":"Wetland; Phenology; Ecosystem; Ecology; Diversity (politics); Geography; Plant diversity; Biology; Political science","score_opus":0.04249374343226909,"score_gpt":0.2929347523796399,"score_spread":0.2504410089473708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213215063","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":[0.99428034,0.000038403567,0.0001609906,0.00087492325,0.00023414822,0.0012905541,0.0010274181,0.000013228827,0.0020800203],"genre_scores_gemma":[0.9997536,0.000053670083,0.000025351279,0.000005881786,0.0000406025,0.000020724596,0.00004004634,0.000014396584,0.000045720502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952156,0.001867821,0.00051622005,0.000530788,0.0014584473,0.00041110185],"domain_scores_gemma":[0.9969266,0.0011951361,0.00041301103,0.0012697207,0.00009550896,0.00009998904],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0039798203,0.00019708424,0.000566611,0.00005372974,0.00041349395,0.000016268672,0.0019178858,0.00025430432,0.0002491885],"category_scores_gemma":[0.0008332749,0.00011978254,0.00025785938,0.00034894107,0.000536602,0.000094110444,0.022394486,0.00096704985,0.000012989804],"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":[0.00011484327,0.00014727222,0.98069245,0.0028258176,0.00011040886,0.0000059309896,0.0029163922,0.0040352196,0.007870264,0.0005285203,0.0005679549,0.00018495505],"study_design_scores_gemma":[0.00050595857,0.00028431587,0.9499516,0.0011584364,0.00009001191,0.000009407431,0.002942948,0.034819555,0.0035949387,0.005355967,0.00097531907,0.00031152496],"about_ca_topic_score_codex":0.012610035,"about_ca_topic_score_gemma":0.00923178,"teacher_disagreement_score":0.030784333,"about_ca_system_score_codex":0.0003193578,"about_ca_system_score_gemma":0.0001146062,"threshold_uncertainty_score":0.9939651},"labels":[],"label_agreement":null},{"id":"W4214613693","doi":"10.1016/j.cub.2022.02.013","title":"Ambitious global targets for mangrove and seagrass recovery","year":2022,"lang":"en","type":"article","venue":"Current Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Advance Queensland; Natural Sciences and Engineering Research Council of Canada; Ministério da Ciência, Tecnologia e Ensino Superior; Queensland Government; Griffith University; Fundação para a Ciência e a Tecnologia; Marine Station at Fort Pierce; Australian Research Council; Centro de Estudos Ambientais e Marinhos, Universidade de Aveiro; Smithsonian Institution","keywords":"Seagrass; Mangrove; Blue carbon; Ecosystem services; Mangrove ecosystem; Scopus; Salt marsh; Ecosystem; Marine ecosystem; Fishery; Biology; Environmental resource management; Ecology; Environmental science","score_opus":0.009122122781606871,"score_gpt":0.24980187191658598,"score_spread":0.2406797491349791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214613693","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":[0.9869002,0.0007898205,0.005698606,0.0006146174,0.002361493,0.0005352995,0.0013415427,0.00005353462,0.0017048673],"genre_scores_gemma":[0.99906045,0.00004413283,0.00017148179,0.00017998669,0.00005021294,0.00012551653,0.00023385666,0.000006275121,0.00012809316],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927217,0.000050490195,0.00011800753,0.00026976745,0.000054494918,0.00023507397],"domain_scores_gemma":[0.99974954,0.000036646168,0.00005124179,0.0001053492,0.0000026039452,0.000054598786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014239007,0.0000842503,0.00011202543,0.000011549152,0.00017031468,0.000008639713,0.00012062984,0.000026600908,0.00040652868],"category_scores_gemma":[0.000016892423,0.00008083348,0.000042385727,0.00007297184,0.000056437413,0.00003576594,0.00051792746,0.00006470553,0.000040116796],"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":[0.0002275427,0.00029889122,0.49864465,0.00007972678,0.000040841725,0.000006754476,0.00014199973,0.0008297492,0.0018489892,0.0035393338,0.08361495,0.41072658],"study_design_scores_gemma":[0.0010196419,0.00074668595,0.04187866,0.00000503631,0.000023336392,0.000078649085,0.00011748796,0.009681262,0.000021996653,0.03038831,0.9156463,0.00039262572],"about_ca_topic_score_codex":0.00016339554,"about_ca_topic_score_gemma":0.0007174098,"teacher_disagreement_score":0.83203137,"about_ca_system_score_codex":0.00021688046,"about_ca_system_score_gemma":0.000005811874,"threshold_uncertainty_score":0.4451204},"labels":[],"label_agreement":null},{"id":"W4220686064","doi":"10.1002/ece3.8722","title":"Aboveground competition influences density‐dependent effects of cordgrass on sediment biogeochemistry","year":2022,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"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 British Columbia","funders":"Society of Wetland Scientists; Achievement Rewards for College Scientists Foundation; Garden Club of America; National Science Foundation","keywords":"Biogeochemistry; Salt marsh; Ecology; Competition (biology); Environmental science; Biology; Plant ecology; Spartina; Sediment; Plant community; Perennial plant; Oceanography; Marsh; Wetland; Geology","score_opus":0.002599262177265951,"score_gpt":0.1812142241759514,"score_spread":0.17861496199868546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220686064","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":[0.99831665,0.000024267729,0.00008843067,0.000077245386,0.00031153022,0.00014763616,0.000012376519,0.000014075208,0.0010077902],"genre_scores_gemma":[0.9997237,0.0000069420007,0.000020702979,0.000056894583,0.00001253057,0.000029582357,0.000021301914,0.0000029605164,0.00012538373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993548,0.00007292037,0.0001185711,0.00017702847,0.00014826155,0.00012846205],"domain_scores_gemma":[0.9997075,0.000077576726,0.000085197535,0.00009180854,0.0000040855175,0.000033787146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017378102,0.00006859152,0.00010058528,0.000025617986,0.0002230544,0.0000038236303,0.0000666856,0.000043662854,0.00029992996],"category_scores_gemma":[0.000016212329,0.00007034873,0.000020479412,0.0000760787,0.000083438055,0.000045776836,0.00020413457,0.00009583557,0.000033567452],"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":[0.00007460567,0.00016574339,0.95706654,0.000045988923,0.000013539487,0.000009480652,0.00008695687,0.0026718108,0.038669802,0.00082965876,0.00020352892,0.0001623711],"study_design_scores_gemma":[0.00033996144,0.00039436968,0.9939045,0.0000073278743,0.0000143844345,0.00002844548,0.00010684693,0.001839133,0.0016554425,0.0014838653,0.00014466215,0.000081096085],"about_ca_topic_score_codex":0.00037300115,"about_ca_topic_score_gemma":0.0008311857,"teacher_disagreement_score":0.03701436,"about_ca_system_score_codex":0.00031842123,"about_ca_system_score_gemma":0.000007524463,"threshold_uncertainty_score":0.32840225},"labels":[],"label_agreement":null},{"id":"W4220755456","doi":"10.5194/egusphere-egu22-10953","title":"Peatbogs to the rescue! Opportunities and challenges in using ombrotrophic peat cores for a reconstruction of paleo-storms during the Holocene in eastern Canada","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bishop's University; Concordia University","funders":"","keywords":"Ombrotrophic; Peat; Storm; Holocene; Geology; Oceanography; Climatology; Physical geography; Bog; Geography; Archaeology","score_opus":0.07020042852106109,"score_gpt":0.2320931874809302,"score_spread":0.1618927589598691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220755456","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":[0.9960515,0.00044059803,0.000019499153,0.0015812982,0.00029200342,0.0009584885,0.000092464514,0.0000076193805,0.0005565477],"genre_scores_gemma":[0.9980924,0.0012855799,0.00011909473,0.00002469085,0.00002581891,0.00015414521,0.000007996634,0.000017450315,0.00027281215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862444,0.0001116042,0.00037200234,0.00037337485,0.00026611483,0.00025243853],"domain_scores_gemma":[0.9993487,0.000077431076,0.0001340733,0.00038235483,0.000007758107,0.000049671802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049620325,0.00018512376,0.00026912527,0.00008113595,0.00013167193,0.000025648338,0.00033991423,0.00006345743,0.00010892553],"category_scores_gemma":[0.000029363784,0.00012088292,0.000039399827,0.00008800641,0.00007841579,0.000056760273,0.0014394696,0.00025021142,2.5596114e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003115689,0.000065468106,0.6634951,0.001524941,0.000050941602,0.00004675933,0.0064093,0.292835,0.000183078,0.00012988992,0.000032923792,0.034915015],"study_design_scores_gemma":[0.00061091146,0.00009301242,0.86468744,0.00046651447,0.000026009515,0.0001381006,0.034196045,0.09824122,0.000031471754,0.00030401064,0.00071105175,0.0004942169],"about_ca_topic_score_codex":0.6026302,"about_ca_topic_score_gemma":0.97650063,"teacher_disagreement_score":0.37387043,"about_ca_system_score_codex":0.0006970621,"about_ca_system_score_gemma":0.00009246618,"threshold_uncertainty_score":0.49294624},"labels":[],"label_agreement":null},{"id":"W4220800024","doi":"10.1016/j.jglr.2022.03.002","title":"Testing restoration methods for Lake Ontario wetlands at a wetland scale","year":2022,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Fish and Wildlife Service; New York State Department of Environmental Conservation","keywords":"Wetland; Environmental science; Typha; Dredging; Vegetation (pathology); Hydrology (agriculture); Marsh; Ecology; Geology","score_opus":0.07140627994177508,"score_gpt":0.36042036930331983,"score_spread":0.28901408936154477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220800024","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":[0.9873769,0.000030091676,0.0021753975,0.0003741245,0.00028290643,0.00036598046,0.000029375222,0.000010159505,0.009355047],"genre_scores_gemma":[0.9324917,0.000008130897,0.039350893,0.000040436018,0.0002687491,0.000096621225,0.000032547447,0.00004585213,0.027665067],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973268,0.0005577634,0.00046280894,0.00022544483,0.0009819161,0.00044528247],"domain_scores_gemma":[0.9984319,0.0008064471,0.00023051715,0.00022886331,0.000117776035,0.00018447288],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0063992203,0.00011379554,0.0002525564,0.00019043474,0.00095692254,0.000080542806,0.00043823913,0.000048295933,0.0026623907],"category_scores_gemma":[0.0004021386,0.00009565707,0.00011631939,0.00054150616,0.000088556466,0.00023277383,0.0007249898,0.0005782748,0.000025854055],"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":[0.0006951519,0.0001128976,0.93496066,0.000031789114,0.000029928822,0.00005267159,0.0012995992,0.004695536,0.021432443,0.000009600711,0.011885972,0.024793737],"study_design_scores_gemma":[0.0021876988,0.0029741242,0.28705576,0.000060343336,0.00004467276,0.0013561365,0.0005329899,0.02638729,0.00062934135,0.0016507072,0.6767767,0.00034425894],"about_ca_topic_score_codex":0.0016034946,"about_ca_topic_score_gemma":0.4376447,"teacher_disagreement_score":0.6648907,"about_ca_system_score_codex":0.0019632105,"about_ca_system_score_gemma":0.00013225246,"threshold_uncertainty_score":0.9982493},"labels":[],"label_agreement":null},{"id":"W4220825328","doi":"10.3390/jmse10030415","title":"Water Circulation Driven by Cold Fronts in the Wax Lake Delta (Louisiana, USA)","year":2022,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Dementia Research Alliance","funders":"National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Delta; Channel (broadcasting); Environmental science; Front (military); Cold front; Geology; Storm; Hydrology (agriculture); Oceanography; Atmospheric sciences","score_opus":0.003982016940236248,"score_gpt":0.17243069135873976,"score_spread":0.1684486744185035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220825328","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":[0.99860835,0.000008021533,0.00031117155,0.0002617467,0.00015081382,0.00006830697,0.00000265773,0.000002554213,0.0005863501],"genre_scores_gemma":[0.9996641,0.000008178106,0.00019739516,0.00005852239,0.000019150035,0.0000043066334,0.0000012517594,0.0000037686445,0.000043299595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895173,0.000016230171,0.00018734054,0.00009854539,0.00054969825,0.00019647228],"domain_scores_gemma":[0.9997829,0.000018885154,0.00004987988,0.000084879386,0.000008914322,0.000054540596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012730132,0.000060056544,0.00008516476,0.00007834481,0.00015044701,0.00005218769,0.0003155725,0.0000102268295,0.0002716935],"category_scores_gemma":[0.000029098916,0.000039362218,0.000019722786,0.00028425464,0.000037491085,0.0003281622,0.00045384356,0.00016500476,0.000004421776],"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":[0.000011033324,0.00006431058,0.5320428,0.000011724198,0.0000050421227,0.000060997634,0.00092203094,0.39912516,0.061287023,0.000037758688,0.0005982069,0.005833927],"study_design_scores_gemma":[0.0003821236,0.000104861894,0.72434616,0.000008741275,0.00000906125,0.00031735207,0.00023997536,0.2572438,0.00016681182,0.000050155693,0.016982814,0.00014811016],"about_ca_topic_score_codex":0.00011518407,"about_ca_topic_score_gemma":0.0004868195,"teacher_disagreement_score":0.19230339,"about_ca_system_score_codex":0.00016276506,"about_ca_system_score_gemma":0.000010091158,"threshold_uncertainty_score":0.29748535},"labels":[],"label_agreement":null},{"id":"W4220873505","doi":"10.5194/egusphere-egu22-13068","title":"Lessons Learned: Implementing Managed RealignmentAnd Restoring Tidal Wetlands In Nova Scotia","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University; CB Wetlands & Environmental Specialists","funders":"","keywords":"Wetland; Nova scotia; Presentation (obstetrics); Culvert; Adaptive management; Environmental science; Best practice; Environmental resource management; Hydrology (agriculture); Engineering; Oceanography; Ecology; Geology; Political science","score_opus":0.04320903534843606,"score_gpt":0.30606559555549717,"score_spread":0.2628565602070611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220873505","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":[0.79921263,0.0000141549735,0.00033112388,0.00073310704,0.0007676778,0.0006153088,0.00010383887,0.00011410415,0.19810808],"genre_scores_gemma":[0.99063295,0.000050833463,0.0010211457,0.00005996843,0.00007818562,0.000050272538,0.0002880756,0.00006411156,0.007754457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99644834,0.00014686021,0.00068965176,0.0011049419,0.000758562,0.0008516295],"domain_scores_gemma":[0.99861705,0.0000691806,0.00028168794,0.00089155976,0.0000037401462,0.0001367638],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016415528,0.00040423233,0.00045573755,0.00017707376,0.00021818398,0.00014779069,0.00079981337,0.00016374337,0.018327966],"category_scores_gemma":[0.000029674837,0.000427445,0.00014282067,0.0003450577,0.00004620016,0.00014439433,0.010220797,0.0009931523,0.00028434827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004329233,0.00013849373,0.95690966,0.00018133728,0.00004937819,0.00017310731,0.0006940528,0.02873462,0.0008989742,0.00039031226,0.0031489062,0.008637867],"study_design_scores_gemma":[0.0038252003,0.00027166063,0.8378145,0.00061902415,0.00019258553,0.00008296906,0.008425513,0.047143556,0.00039232124,0.0073050167,0.08983552,0.004092102],"about_ca_topic_score_codex":0.057438068,"about_ca_topic_score_gemma":0.40550506,"teacher_disagreement_score":0.348067,"about_ca_system_score_codex":0.0018417143,"about_ca_system_score_gemma":0.0000313329,"threshold_uncertainty_score":0.9998177},"labels":[],"label_agreement":null},{"id":"W4220943982","doi":"10.1093/g3journal/jkab401","title":"Genome assembly, annotation, and comparative analysis of the cattail <i>Typha latifolia</i>","year":2021,"lang":"en","type":"article","venue":"G3 Genes Genomes Genetics","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Typha; Biology; Genome; Typha angustifolia; Population; Lineage (genetic); Sequence assembly; Ecology; Evolutionary biology; Gene; Genetics; Wetland; Transcriptome","score_opus":0.0166336735375852,"score_gpt":0.23442425414617737,"score_spread":0.2177905806085922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220943982","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":[0.96179986,0.033703923,0.0005497553,0.000106372674,0.00010909622,0.00017514259,0.0001260907,0.0000115954845,0.0034181853],"genre_scores_gemma":[0.99233556,0.0052877273,0.0011563211,0.000089957124,0.000022879114,0.0000085395,0.0000616193,0.000009789067,0.0010276187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863046,0.000112094516,0.0003536004,0.00035783334,0.00030364472,0.00024237648],"domain_scores_gemma":[0.99908435,0.00005957946,0.0001861879,0.00052616606,0.000054400476,0.00008930859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014249048,0.00016854273,0.00033902627,0.00005627557,0.00015522368,0.00003914955,0.0002592486,0.00006295788,0.00027244148],"category_scores_gemma":[0.000003063342,0.0001386244,0.00012946705,0.001180753,0.00014434874,0.000046826844,0.00054030144,0.00006573513,0.00003443092],"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":[0.000005084385,0.00005805421,0.77610725,0.000023598792,0.00043136146,0.000003681588,0.0018006155,0.12005544,0.06627122,0.00006352325,0.000052666488,0.035127476],"study_design_scores_gemma":[0.0002316475,0.000030063211,0.910658,0.0000046341297,0.00070675666,0.000013212641,0.00070932554,0.031360533,0.00663322,0.000095937176,0.049271863,0.00028479265],"about_ca_topic_score_codex":0.000092635615,"about_ca_topic_score_gemma":0.0056927577,"teacher_disagreement_score":0.13455074,"about_ca_system_score_codex":0.000076586875,"about_ca_system_score_gemma":0.00003615664,"threshold_uncertainty_score":0.5652939},"labels":[],"label_agreement":null},{"id":"W4220996860","doi":"10.1111/brv.12850","title":"Global kelp forest restoration: past lessons, present status, and future directions","year":2022,"lang":"en","type":"review","venue":"Biological reviews/Biological reviews of the Cambridge Philosophical Society","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":178,"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; Parks Canada","funders":"Australian Research Council; University of New South Wales","keywords":"Kelp; Kelp forest; Geography; Environmental resource management; Environmental science; Agroforestry; Ecology; Biology","score_opus":0.11129100121742155,"score_gpt":0.3281499756810215,"score_spread":0.21685897446359995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220996860","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013342594,0.9879467,0.00002787417,0.0031118908,0.0008901758,0.005289477,0.00082381093,0.00009168212,0.0016849535],"genre_scores_gemma":[0.00012876406,0.99515283,0.0004416673,0.0005917002,0.0017019963,0.001355519,0.0004983594,0.000039360202,0.000089811765],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9891149,0.004231739,0.0030416306,0.0018614102,0.00067690865,0.0010734029],"domain_scores_gemma":[0.9946825,0.0008262431,0.002248206,0.001608046,0.000029255185,0.0006057393],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0032878667,0.0013320018,0.0052691884,0.000023390872,0.0008336088,0.000075997385,0.0019814693,0.0012087153,0.0012269182],"category_scores_gemma":[0.0015308851,0.0006339271,0.0044456683,0.0016026074,0.0013262185,0.00012835352,0.0049342886,0.0015896619,0.00019004762],"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":[0.00001701902,0.0002899262,0.0030864854,0.0034753059,0.00009418394,0.000003250416,0.000010299325,0.0000018882612,6.0591896e-7,0.0034787578,0.014634037,0.97490823],"study_design_scores_gemma":[0.00015673251,0.0002780949,0.0031378656,0.0014648419,0.00039433062,0.00006392179,0.000009438313,0.000017042474,1.4766387e-8,0.001375192,0.9923611,0.0007413902],"about_ca_topic_score_codex":0.000090037676,"about_ca_topic_score_gemma":0.000041061056,"teacher_disagreement_score":0.9777271,"about_ca_system_score_codex":0.0012190635,"about_ca_system_score_gemma":0.00007515681,"threshold_uncertainty_score":0.99994314},"labels":[],"label_agreement":null},{"id":"W4221066996","doi":"10.1002/lno.12071","title":"Beyond habitat boundaries: Organic matter cycling requires a system‐wide approach for accurate blue carbon accounting","year":2022,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":32,"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":"Canadian Institutes of Health Research; National Research Council Canada; Natural Resources Conservation Service; National Institute of Food and Agriculture; University of California, Riverside; Academy of Natural Sciences of Drexel University; Natural Sciences and Engineering Research Council of Canada; Canadian Light Source; U.S. Department of Agriculture; Drexel University; Florida International University; University of Saskatchewan; Western Economic Diversification Canada; Consejo Nacional de Ciencia y Tecnología; University of California Institute for Mexico and the United States","keywords":"Blue carbon; Seagrass; Salt marsh; Total organic carbon; Organic matter; Environmental science; Carbon fibers; Sediment; Benthic zone; Detritus; Ecosystem; Zostera marina; Ecology; Carbon cycle; Carbon sequestration; Oceanography; Geology; Carbon dioxide; Biology; Paleontology","score_opus":0.005267589140323885,"score_gpt":0.1904489140330595,"score_spread":0.18518132489273562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221066996","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":[0.9926289,0.0002028076,0.0026727808,0.00025270425,0.00045634844,0.0006240937,0.000052488143,0.00011236406,0.002997545],"genre_scores_gemma":[0.9981923,0.000006720068,0.0009564753,0.0003954937,0.000049932263,0.0001687907,0.000059941704,0.00003515358,0.00013515512],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99829334,0.00010462615,0.00035446283,0.00054429285,0.00018470178,0.00051858474],"domain_scores_gemma":[0.9992877,0.00014011849,0.00019662053,0.00029508612,0.0000091593165,0.000071304996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047948566,0.00022123425,0.00031622875,0.00014831913,0.001250041,0.00013067272,0.00029638803,0.00011139827,0.000111710506],"category_scores_gemma":[0.000027075996,0.00021696667,0.000110999375,0.00042807538,0.00031587595,0.00018617936,0.0006817921,0.00025152916,0.0000118432035],"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":[0.00014206924,0.00005166584,0.99543,0.0002445551,0.00007569192,0.000008428825,0.0012146719,0.0008291659,0.0006879691,0.00034486025,0.0008127199,0.00015819517],"study_design_scores_gemma":[0.008802016,0.0034744495,0.4200086,0.00024255239,0.0011147839,0.0019762407,0.055764426,0.461933,0.00093766453,0.009854226,0.030590532,0.00530152],"about_ca_topic_score_codex":0.000080447324,"about_ca_topic_score_gemma":0.0003641582,"teacher_disagreement_score":0.5754214,"about_ca_system_score_codex":0.00009454165,"about_ca_system_score_gemma":0.000016325808,"threshold_uncertainty_score":0.9614431},"labels":[],"label_agreement":null},{"id":"W4221089696","doi":"10.1016/j.scitotenv.2022.154547","title":"Sustainability of the coastal zone of the Ganges-Brahmaputra-Meghna delta under climatic and anthropogenic stresses","year":2022,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Ministry of Water Resources; Sight Research UK; Natural Environment Research Council; International Development Research Centre; Department for International Development; Department for International Development, UK Government; Government of the United Kingdom","keywords":"Sustainability; Delta; Environmental science; Oceanography; Geology; Geography; Hydrology (agriculture); Water resource management; Ecology; Geotechnical engineering; Biology; Engineering","score_opus":0.005669840611647,"score_gpt":0.20150376974444548,"score_spread":0.19583392913279848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221089696","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":[0.99597234,0.00006494609,0.00005478069,0.0025656933,0.0001810878,0.0007250767,0.0001242946,0.0000043825353,0.00030739483],"genre_scores_gemma":[0.99941754,0.00002065885,0.00004326258,0.000020312134,0.000005823341,0.000017987235,6.125705e-7,0.000010081765,0.00046372495],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99729705,0.00029472422,0.0003962723,0.00032947157,0.0013312184,0.0003512731],"domain_scores_gemma":[0.99806356,0.00013190547,0.00043243237,0.0013084175,0.000009953146,0.000053732078],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013648276,0.00016471058,0.00021128824,0.000020014017,0.00093526166,0.000015994976,0.0017948166,0.000023854822,0.0004892192],"category_scores_gemma":[0.00009330376,0.000076321274,0.00014657213,0.00064026733,0.0059790732,0.00012453314,0.00654767,0.00020430713,0.0000026866194],"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":[0.000069059715,0.0005822051,0.035945155,0.00013247703,0.00004080133,5.889605e-7,0.0028979958,0.887205,0.07050428,0.00096537627,0.00007513375,0.0015819105],"study_design_scores_gemma":[0.00044669557,0.00025454146,0.93251836,0.000042814543,0.00012036584,0.000059078277,0.011131634,0.029548177,0.021255318,0.0042989426,0.00007677963,0.00024727528],"about_ca_topic_score_codex":0.0010422588,"about_ca_topic_score_gemma":0.0002545544,"teacher_disagreement_score":0.89657325,"about_ca_system_score_codex":0.0003394521,"about_ca_system_score_gemma":0.000081682476,"threshold_uncertainty_score":0.9967261},"labels":[],"label_agreement":null},{"id":"W4221089992","doi":"10.5194/egusphere-egu22-12832","title":"Making Room for Wetlands- Considerations for Long Term Resilience&amp;#160;","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cree Board of Health and Social Services of James Bay; Saint Mary's University","funders":"","keywords":"Bay; Wetland; Environmental science; Marsh; Estuary; Tidal range; Nova scotia; Oceanography; Ecology; Geology; Biology","score_opus":0.055017444035042835,"score_gpt":0.3099675116742428,"score_spread":0.2549500676392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221089992","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":[0.46309143,0.00007458647,0.45852646,0.0027068586,0.0036890567,0.010275357,0.0032492245,0.0005194525,0.057867575],"genre_scores_gemma":[0.9417288,0.000012638658,0.0405904,0.00041553247,0.00017196698,0.002196197,0.0008236964,0.00007012302,0.013990662],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99771386,0.00004912062,0.00052209705,0.0008813221,0.0003360669,0.00049751473],"domain_scores_gemma":[0.9983699,0.0005420497,0.0002477823,0.0007215281,0.000019209883,0.00009956787],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005297077,0.00032043734,0.000376467,0.00007533436,0.0006612171,0.0002198845,0.00043934816,0.0001828498,0.008887252],"category_scores_gemma":[0.0002209003,0.00031334758,0.00027107896,0.00008668552,0.000055723798,0.00011994565,0.002121114,0.00029468155,0.000071939656],"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":[0.0002735532,0.00049289904,0.59488237,0.0014914705,0.00023395538,0.000024177969,0.0014854737,0.28433046,0.0010199958,0.005725488,0.09849509,0.011545052],"study_design_scores_gemma":[0.0046047117,0.00066320115,0.3027301,0.00059214624,0.0006451602,0.00022364802,0.0010517382,0.32721063,0.00022837076,0.156118,0.200535,0.0053972686],"about_ca_topic_score_codex":0.00022252619,"about_ca_topic_score_gemma":0.03643271,"teacher_disagreement_score":0.47863737,"about_ca_system_score_codex":0.0005384527,"about_ca_system_score_gemma":0.00006870508,"threshold_uncertainty_score":0.9999319},"labels":[],"label_agreement":null},{"id":"W4221124096","doi":"10.5194/egusphere-egu22-1119","title":"The response of greenhouse gas fluxes and nutrient filtration potential to increases in temperature and nutrient loading from salt marsh soils across a climatic gradient","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Spartina alterniflora; Nutrient; Salt marsh; Spartina; Environmental science; Soil water; Marsh; Agronomy; Chemistry; Ecology; Wetland; Biology","score_opus":0.00633098753183542,"score_gpt":0.22638586356815846,"score_spread":0.22005487603632304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221124096","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":[0.9969735,0.00025958,0.00014939609,0.00036637732,0.00020236663,0.0013014409,0.0006769675,0.00003467178,0.000035676327],"genre_scores_gemma":[0.9983946,0.0005349466,0.00050304923,0.000065211854,0.0000272349,0.00019090173,0.00010730216,0.000028820215,0.00014791267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99711293,0.00047221954,0.0006843333,0.00074805354,0.00054687064,0.00043562055],"domain_scores_gemma":[0.998443,0.0004982221,0.00026300648,0.0005829091,0.000014277372,0.00019855649],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013186046,0.0003355981,0.00043609933,0.00008865533,0.00037216258,0.0002492728,0.00036185532,0.00016237028,0.00018117912],"category_scores_gemma":[0.00021436122,0.00026020076,0.00008464334,0.00026635965,0.00015426996,0.0001186351,0.003364221,0.00041990937,0.000006963658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01993075,0.0029979793,0.68426347,0.0015087891,0.00038523503,0.00045476973,0.03692903,0.053269066,0.18739565,0.00062710856,0.003474937,0.008763226],"study_design_scores_gemma":[0.0028517905,0.0011090954,0.9153659,0.0009782672,0.00013806464,0.00010098612,0.0120340055,0.055678222,0.0031887975,0.0063445233,0.00080228987,0.0014080695],"about_ca_topic_score_codex":0.011413244,"about_ca_topic_score_gemma":0.022645839,"teacher_disagreement_score":0.23110242,"about_ca_system_score_codex":0.00045519188,"about_ca_system_score_gemma":0.00003497533,"threshold_uncertainty_score":0.99998504},"labels":[],"label_agreement":null},{"id":"W4224140050","doi":"10.1029/2022jc018478","title":"The Formation of Coastal Turbidity Maximum by Tidal Pumping in Well‐Mixed Inner Shelves","year":2022,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Shore; Estuary; Turbidity; Oceanography; Sediment transport; Geology; Sediment; Tidal range; Turbidity current; Current (fluid); Hydrology (agriculture); Geomorphology; Geotechnical engineering; Sedimentary depositional environment","score_opus":0.017673749477767273,"score_gpt":0.2742368296888898,"score_spread":0.2565630802111225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224140050","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":[0.9968058,0.00001511194,0.00023098386,0.0012688813,0.00014010846,0.00014865365,0.000036037407,0.0000031694044,0.0013512583],"genre_scores_gemma":[0.9992418,0.000043192227,0.000025161831,0.0000139998465,0.00005402687,0.000004914378,0.000006066383,0.000009768649,0.0006010368],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99682415,0.0005107733,0.0004983462,0.00012335567,0.0016282747,0.00041508296],"domain_scores_gemma":[0.9989108,0.00051863014,0.00022569971,0.00017448598,0.000052858635,0.00011752132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002907403,0.00008752265,0.00019559915,0.00009025467,0.0003619526,0.000048873284,0.00057564984,0.000028209035,0.00022822848],"category_scores_gemma":[0.00022497372,0.000062010025,0.00010910553,0.00049805467,0.00020426241,0.00037979233,0.0008525597,0.00088536664,0.00003958109],"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":[0.0061017605,0.006625574,0.1936747,0.00035859694,0.0002286738,0.00052809686,0.011342678,0.045568787,0.29052263,0.0027007395,0.28523135,0.15711643],"study_design_scores_gemma":[0.0061873994,0.0059753517,0.41874143,0.00024751364,0.000045816138,0.0003339688,0.018923374,0.3379938,0.0139775695,0.036227763,0.16033947,0.0010065301],"about_ca_topic_score_codex":0.0005453901,"about_ca_topic_score_gemma":0.0016480223,"teacher_disagreement_score":0.292425,"about_ca_system_score_codex":0.000383037,"about_ca_system_score_gemma":0.000052212472,"threshold_uncertainty_score":0.38465267},"labels":[],"label_agreement":null},{"id":"W4224249030","doi":"10.1111/rec.13707","title":"Planting techniques and abiotic variation at two salt marsh restoration sites in the Bay of Fundy","year":2022,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"CB Wetlands & Environmental Specialists; Saint Mary's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Revegetation; Sowing; Salt marsh; Restoration ecology; Native plant; Halophyte; Bay; Vegetation (pathology); Marsh; Agronomy; Environmental science; Biology; Ecology; Introduced species; Wetland; Salinity; Ecological succession; Geography","score_opus":0.009084547587365325,"score_gpt":0.22612974061562008,"score_spread":0.21704519302825476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224249030","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":[0.99802816,0.000011097377,0.0001928828,0.00045376658,0.000076948105,0.00031710282,0.000010833153,0.000018881636,0.0008903315],"genre_scores_gemma":[0.99933356,0.000007477595,0.00035045118,0.00007030909,0.000021016818,0.000047591333,0.00006889341,0.000005626326,0.00009507677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897575,0.00034129506,0.00024056197,0.00016201458,0.00016362086,0.00011675838],"domain_scores_gemma":[0.99949914,0.00016615573,0.00018023039,0.00013429068,0.0000056271456,0.000014557707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085728266,0.00006332068,0.000096906384,0.0000666065,0.00021070629,0.000013151011,0.000105473264,0.000037616443,0.00023762128],"category_scores_gemma":[0.000049105456,0.00005744582,0.000012736809,0.0002084486,0.000038812166,0.00014494668,0.00019800176,0.000095491996,0.000012166114],"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":[0.0000478674,0.00006191644,0.97614515,0.00001505138,0.0000027878357,0.00000857517,0.001911632,0.0048795957,0.015042173,0.00086486945,0.00032351306,0.0006968648],"study_design_scores_gemma":[0.00033962875,0.0003104402,0.9505409,0.000004231665,0.000009873841,0.00008933841,0.00028914644,0.04406598,0.00022879332,0.0010527904,0.002950797,0.00011805338],"about_ca_topic_score_codex":0.0002541012,"about_ca_topic_score_gemma":0.025800582,"teacher_disagreement_score":0.039186385,"about_ca_system_score_codex":0.00036273804,"about_ca_system_score_gemma":0.000011276743,"threshold_uncertainty_score":0.991976},"labels":[],"label_agreement":null},{"id":"W4224944075","doi":"10.3389/fmars.2022.857586","title":"Blue Carbon Storage in a Northern Temperate Estuary Subject to Habitat Loss and Chronic Habitat Disturbance: Cowichan Estuary, British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ocean Networks Canada Society; Alberta Conservation Association; University of Victoria","funders":"Fisheries and Oceans Canada; Centres de Recerca de Catalunya","keywords":"Blue carbon; Salt marsh; Estuary; Carbon sequestration; Environmental science; Spartina; Total organic carbon; Sediment; Spartina alterniflora; Ecology; Oceanography; Marsh; Wetland; Carbon dioxide; Geology; Biology","score_opus":0.002213102749599392,"score_gpt":0.16630707726054555,"score_spread":0.16409397451094615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224944075","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":[0.99707985,0.000091605645,0.00003645814,0.0001919709,0.0011398123,0.0007077292,0.00005388369,0.000025027111,0.0006736763],"genre_scores_gemma":[0.99764395,0.00001943499,0.0007496247,0.00013666034,0.000023709046,0.00015458526,0.000014939246,0.000025604126,0.0012315082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99673724,0.000118267555,0.0003758908,0.0009799348,0.00092143554,0.00086721295],"domain_scores_gemma":[0.9991643,0.000034227887,0.00009011094,0.000417136,0.000014714265,0.0002795497],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009751306,0.00020068245,0.00036150287,0.00012514852,0.0005146468,0.0002313112,0.0008554026,0.00003348822,0.00009941527],"category_scores_gemma":[0.0000925614,0.000302122,0.000028242448,0.0019640864,0.0004639529,0.00028701607,0.0027295484,0.00037244076,0.000003385778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020400677,0.000049518403,0.9773637,0.00002286263,0.0000027712213,0.00033182482,0.0003101727,0.015173846,0.00011960102,4.6285862e-7,0.0013188065,0.0052860444],"study_design_scores_gemma":[0.0004999665,0.0002131001,0.9735301,0.000031767515,0.000004024582,0.000079738624,0.0007852275,0.023649106,0.000006847842,0.000098881224,0.0007073542,0.000393889],"about_ca_topic_score_codex":0.92832863,"about_ca_topic_score_gemma":0.9996647,"teacher_disagreement_score":0.071336046,"about_ca_system_score_codex":0.005869996,"about_ca_system_score_gemma":0.00059981167,"threshold_uncertainty_score":0.9999431},"labels":[],"label_agreement":null},{"id":"W4225487996","doi":"10.1071/mf21299","title":"Spatial heterogeneity of the seed bank at a peat lake in Australia","year":2022,"lang":"en","type":"article","venue":"Marine and Freshwater Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Peat; Soil seed bank; Wetland; Vegetation (pathology); Context (archaeology); Biodiversity; Environmental science; Ecosystem; Ecology; Flood myth; Bank; Hydrology (agriculture); Geography; Agronomy; Biology; Germination; Geology","score_opus":0.03585654232811758,"score_gpt":0.28267555775909053,"score_spread":0.24681901543097295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225487996","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":[0.9973218,0.0000027617132,0.0000015144644,0.00025600256,0.000047554302,0.0002519567,0.000085997344,0.0000039554816,0.0020284473],"genre_scores_gemma":[0.990456,0.0000027096712,0.000017269253,0.000013193234,0.000011340238,0.00003889589,0.000021639098,0.0000068100794,0.009432153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857306,0.0002510457,0.00015194765,0.00021299522,0.0005080629,0.0003028837],"domain_scores_gemma":[0.99963284,0.000029650111,0.000021995998,0.0002601826,0.000005315681,0.000050019244],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008032637,0.00006647429,0.000100303616,0.000048045826,0.00021294721,0.000016467691,0.0002838604,0.000022651828,0.008000797],"category_scores_gemma":[0.000012682708,0.00004652749,0.000032470627,0.00024344704,0.00014213784,0.000036618036,0.005671521,0.0002470478,0.000042075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006613509,0.00004399817,0.995133,0.000015222177,0.00000316979,0.000014289792,0.000210326,0.00027192445,0.0029898037,0.000005207616,0.00054299727,0.00070394843],"study_design_scores_gemma":[0.00040733325,0.000101338854,0.9588499,0.0000035874687,0.0000018645673,0.000020362246,0.000045134613,0.008876671,0.0011703665,0.00026317057,0.030184234,0.00007606022],"about_ca_topic_score_codex":0.054052092,"about_ca_topic_score_gemma":0.82107615,"teacher_disagreement_score":0.7670241,"about_ca_system_score_codex":0.00015517499,"about_ca_system_score_gemma":0.000005209317,"threshold_uncertainty_score":0.99290603},"labels":[],"label_agreement":null},{"id":"W4225665742","doi":"10.1007/s10530-021-02674-6","title":"Differences in above-ground resource acquisition and niche overlap between a model invader (Phragmites australis) and resident plant species: measuring the role of fitness and niche differences in the field","year":2021,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Ministry of Natural Resources","keywords":"Biology; Phragmites; Niche; Ecology; Resource (disambiguation); Environmental niche modelling; Ecological niche; Wetland; Habitat","score_opus":0.12959260464814526,"score_gpt":0.23729004381975322,"score_spread":0.10769743917160796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225665742","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":[0.9978182,0.000414762,0.000024430054,0.0010827986,0.000009294889,0.00018633848,0.000052192016,0.000006253075,0.00040574273],"genre_scores_gemma":[0.9991899,0.0005219276,0.000039202438,0.00014593465,0.00001705194,0.000019850298,0.000011691375,0.0000029236178,0.00005147856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876285,0.00026703294,0.0002706792,0.00031113572,0.00018476904,0.0002035627],"domain_scores_gemma":[0.99808186,0.0016146612,0.000072814655,0.00017370773,0.0000050383665,0.00005189796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043137406,0.00013366085,0.00024013517,0.000026812519,0.00013940073,0.000071917086,0.0002084507,0.0001293836,0.000052862088],"category_scores_gemma":[0.00023703145,0.00006761409,0.00002635888,0.00016273311,0.0002451218,0.000079492675,0.00048432703,0.00021371922,8.034905e-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":[0.000016933549,0.000031616677,0.9940108,0.0000107373635,0.0000053576055,0.0000052315177,0.0011751555,0.000027385056,0.0040250025,0.00042779223,0.000021304377,0.00024267654],"study_design_scores_gemma":[0.00015541737,0.000067790745,0.9870311,0.00008278556,0.000009688633,0.000010567347,0.0053097904,0.0027705526,0.00030213012,0.0041159545,0.00004235559,0.00010183769],"about_ca_topic_score_codex":0.00084185496,"about_ca_topic_score_gemma":0.006821085,"teacher_disagreement_score":0.0069796774,"about_ca_system_score_codex":0.000024977151,"about_ca_system_score_gemma":0.000008349708,"threshold_uncertainty_score":0.38063255},"labels":[],"label_agreement":null},{"id":"W4226173418","doi":"10.1007/s11273-022-09867-3","title":"Hitchhiking halophytes in wrack and sediment-laden ice blocks contribute to tidal marsh development in the Upper Bay of Fundy","year":2022,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CB Wetlands & Environmental Specialists; Saint Mary's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Salt marsh; Marsh; Propagule; Environmental science; Bay; Sediment; Halophyte; Oceanography; Wetland; Ecology; Hydrology (agriculture); Geology; Salinity; Biology; Geomorphology","score_opus":0.005381400983537438,"score_gpt":0.1979135670053929,"score_spread":0.19253216602185547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226173418","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":[0.9938583,0.000033623077,0.00005310957,0.0011179395,0.00010758783,0.0006493417,0.00000915749,0.0000073350593,0.004163619],"genre_scores_gemma":[0.9980955,0.000040788924,0.00031378717,0.0006107522,0.00000726302,0.00022851845,0.0000144125315,0.000006183452,0.0006827532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881846,0.0001097518,0.00028170136,0.0002986289,0.00018761042,0.0003038496],"domain_scores_gemma":[0.9996562,0.00008917884,0.00006554882,0.00014266293,0.0000025874058,0.000043825647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008967314,0.000120097604,0.00018997572,0.00011303893,0.00015848552,0.000015669524,0.00020467979,0.000034695182,0.00031915144],"category_scores_gemma":[0.000007827394,0.000101440375,0.000015357624,0.00022366374,0.000039429724,0.00004946525,0.0010981999,0.00012576045,0.000010384463],"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":[0.00006934404,0.000117358366,0.99277467,0.000039783106,0.00002396385,0.000061125866,0.0017061475,0.0012747503,0.000038672253,0.00031909146,0.00054273714,0.0030323314],"study_design_scores_gemma":[0.0009516697,0.00012266145,0.96302533,0.000013034412,0.000013204924,0.0000154078,0.0012731137,0.00093902025,0.000010895621,0.0001731973,0.033333156,0.0001292787],"about_ca_topic_score_codex":0.00012786961,"about_ca_topic_score_gemma":0.015770607,"teacher_disagreement_score":0.03279042,"about_ca_system_score_codex":0.00016368153,"about_ca_system_score_gemma":0.0000058018672,"threshold_uncertainty_score":0.88003683},"labels":[],"label_agreement":null},{"id":"W4229555146","doi":"10.31223/x5789r","title":"A field guide for monitoring riverine macroplastic entrapment in water hyacinths","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; European Space Agency","keywords":"Vegetation (pathology); Environmental science; Remote sensing; SWOT analysis; Field (mathematics); Sampling (signal processing); Environmental resource management; Geography; Computer science","score_opus":0.007793227109995489,"score_gpt":0.23375382620778687,"score_spread":0.22596059909779137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229555146","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":[0.9787876,0.000018814431,0.013675655,0.0002288143,0.0013375569,0.0006648435,0.000020059073,0.000043992066,0.0052226917],"genre_scores_gemma":[0.99032164,0.000049308615,0.0057051023,0.00004301833,0.00008945347,0.00021260326,0.00006780598,0.000024419893,0.003486662],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982925,0.000024362174,0.00041879475,0.00058330985,0.00022363609,0.00045736632],"domain_scores_gemma":[0.9993774,0.000086018015,0.000051674,0.00038447292,0.000008366681,0.000092037546],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019940022,0.0002500269,0.00030245908,0.00004542454,0.000045660865,0.00008941557,0.00028310917,0.00017034174,0.0029923648],"category_scores_gemma":[0.000037656064,0.00019898449,0.00012592609,0.00004884821,0.000016449281,0.00006690052,0.0022465773,0.00024502646,0.00008723745],"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":[0.000319152,0.0006811485,0.72311187,0.0018433902,0.00021447365,0.0006336513,0.0045109033,0.16946204,0.036532693,0.000038785027,0.004625837,0.058026083],"study_design_scores_gemma":[0.007564139,0.001261498,0.21198656,0.003994742,0.00036958835,0.0002376325,0.0041263895,0.38984424,0.28696385,0.0034991344,0.08299459,0.007157621],"about_ca_topic_score_codex":0.0034325432,"about_ca_topic_score_gemma":0.008558192,"teacher_disagreement_score":0.51112527,"about_ca_system_score_codex":0.00050695316,"about_ca_system_score_gemma":0.0000143127745,"threshold_uncertainty_score":0.997919},"labels":[],"label_agreement":null},{"id":"W4229599544","doi":"10.5194/hess-2020-574","title":"Monitoring tidal hydrology in coastal wetlands with the Mini Buoy:applications for mangrove restoration","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Natural Environment Research Council; Lembaga Pengelola Dana Pendidikan; Dana Ilmu Pengetahuan Indonesia; Sight Research UK; University of Glasgow; UK Research and Innovation; British Society for Geomorphology","keywords":"Buoy; Intertidal zone; Mangrove; Salt marsh; Submersion (mathematics); Wetland; Environmental science; Hydrology (agriculture); Current (fluid); Tide gauge; Oceanography; Geology; Sea level; Fishery; Ecology","score_opus":0.014837806858451187,"score_gpt":0.23898993936809096,"score_spread":0.22415213250963978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229599544","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":[0.88825727,0.000013283925,0.09124834,0.0067736,0.0003083037,0.0033054166,0.00016551992,0.00012122182,0.009807058],"genre_scores_gemma":[0.99495673,0.000009393363,0.0026151247,0.00006560198,0.00020662967,0.0011844931,0.00014493526,0.0000284035,0.0007886982],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872065,0.0000419388,0.0002572779,0.0005151975,0.00020808748,0.00025687017],"domain_scores_gemma":[0.9992514,0.00010955531,0.00015330911,0.00040496115,0.000009957213,0.00007078856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020078939,0.00021158357,0.00022422704,0.000034148135,0.00011133492,0.000061405495,0.00040032598,0.00016918,0.00005452574],"category_scores_gemma":[0.0000113871,0.00014774833,0.00005800888,0.00014498727,0.00007671574,0.00007092545,0.0008278705,0.00032135498,0.00006493812],"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":[0.00056097435,0.00022092256,0.86685616,0.00033045284,0.000099802404,0.000019975292,0.0021708163,0.109627075,0.0032431595,0.000912431,0.00488426,0.011073991],"study_design_scores_gemma":[0.00300021,0.0009096782,0.4099977,0.0001897998,0.00021759843,0.000058055568,0.0026386748,0.5159138,0.0009904007,0.007737871,0.056425005,0.0019212347],"about_ca_topic_score_codex":0.0013070878,"about_ca_topic_score_gemma":0.060704295,"teacher_disagreement_score":0.45685846,"about_ca_system_score_codex":0.0001814522,"about_ca_system_score_gemma":0.000029287388,"threshold_uncertainty_score":0.9564354},"labels":[],"label_agreement":null},{"id":"W4229746477","doi":"10.2495/dne-v7-n3-274-290","title":"Physical circulation and spatial exchange dynamics in a shallow floodplain wetland","year":2012,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Institut Penyelidikan Air Kebangsaan Malaysia","keywords":"Floodplain; Wetland; Circulation (fluid dynamics); Environmental science; Geography; Hydrology (agriculture); Ecology; Geology; Engineering; Geotechnical engineering; Cartography; Biology","score_opus":0.007101441517095815,"score_gpt":0.22863873226969214,"score_spread":0.22153729075259632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229746477","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":[0.9706664,0.00020427116,0.027477102,0.00035547718,0.0006181323,0.00012022979,0.00002016019,0.0000064967167,0.00053170737],"genre_scores_gemma":[0.9981962,0.00017304982,0.001159444,0.000094518466,0.0003155681,0.0000021812489,0.000016968723,0.000014887661,0.00002721569],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988506,0.00007071397,0.00031287107,0.00014566933,0.00039549312,0.0002246829],"domain_scores_gemma":[0.99940634,0.0001297081,0.00022378613,0.000072208655,0.00003409963,0.0001338795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005512182,0.00015047616,0.00021047844,0.00015608246,0.000039840113,0.00005952083,0.0001910355,0.00016037734,0.000040632363],"category_scores_gemma":[0.0000661288,0.00013275917,0.00005425413,0.00010705132,0.00004691605,0.0005461486,0.00014944685,0.00041574455,0.0000063289203],"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":[0.00025695894,0.00026868912,0.9506546,0.000022099835,0.00008066137,0.00007254573,0.0010643638,0.003964834,0.0009900845,0.0006969601,0.00008480661,0.04184336],"study_design_scores_gemma":[0.0008427837,0.00008608061,0.30459353,0.0000570048,0.000026646872,0.0005197475,0.00013027394,0.69144917,0.0000150348615,0.0018879682,0.00021025106,0.00018150167],"about_ca_topic_score_codex":0.00016863222,"about_ca_topic_score_gemma":0.0047815167,"teacher_disagreement_score":0.6874843,"about_ca_system_score_codex":0.00043946033,"about_ca_system_score_gemma":0.000012396059,"threshold_uncertainty_score":0.54137623},"labels":[],"label_agreement":null},{"id":"W4231509052","doi":"10.1080/15230430.2000.12003360","title":"Hierarchical Organization of Ecosystems at Multiple Spatial Scales on the Yukon-Kuskokwim Delta, Alaska, U.S.A.","year":2000,"lang":"en","type":"article","venue":"Arctic Antarctic and Alpine Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":38,"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":"U.S. Geological Survey; National Science Foundation","keywords":"Ecotype; Floodplain; Ecology; Ecosystem; Environmental science; Permafrost; Riparian zone; Biology","score_opus":0.015306464409718046,"score_gpt":0.2462605185233168,"score_spread":0.23095405411359873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231509052","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":[0.9948724,0.000026096839,0.0001459713,0.0021783602,0.000045374192,0.00048990233,0.000028106086,0.000021960981,0.0021918516],"genre_scores_gemma":[0.9981761,0.0002530515,0.000071596754,0.00007964964,0.00007957512,0.000020038546,0.000038236216,0.000029327717,0.0012524029],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751806,0.0003863143,0.00034317913,0.00042013216,0.0008275069,0.00050482346],"domain_scores_gemma":[0.998302,0.0009799865,0.00006031203,0.0004268274,0.000052130486,0.00017878148],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001096443,0.00016993775,0.0002288574,0.00006579603,0.0005488608,0.000044979777,0.00032743823,0.000081148966,0.006758332],"category_scores_gemma":[0.00035816184,0.00011422581,0.00004905978,0.000518382,0.00054442143,0.00010360714,0.00041426593,0.00033974746,0.0008875],"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":[0.0001928335,0.00024045701,0.97644,0.00012426017,0.000041388197,0.000013969009,0.00067064626,0.0005537046,0.0017415697,0.00034666518,0.0011657978,0.018468695],"study_design_scores_gemma":[0.0017175958,0.00092065346,0.86042917,0.000315042,0.000034522956,0.0002262986,0.0005609598,0.123030335,0.0016530774,0.0014664999,0.009121662,0.0005241736],"about_ca_topic_score_codex":0.011297186,"about_ca_topic_score_gemma":0.0132387355,"teacher_disagreement_score":0.12247663,"about_ca_system_score_codex":0.00024516124,"about_ca_system_score_gemma":0.000022885291,"threshold_uncertainty_score":0.99989045},"labels":[],"label_agreement":null},{"id":"W4232165460","doi":"10.1007/978-94-007-4001-3_2","title":"The Bay of Fundy and Its Wetlands (Canada)","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Acadia University","funders":"","keywords":"Bay; Salt marsh; Wetland; Habitat; Marsh; Geography; Arctic; Ecosystem; Fishery; Ecology; Oceanography; Salt pan; Biology; Geology; Cartography; Archaeology","score_opus":0.006459004728780876,"score_gpt":0.17042927250000084,"score_spread":0.16397026777121995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232165460","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":[0.007355673,0.00007433405,0.000016639244,0.0001348487,0.00018626466,0.00015735641,0.00004967882,0.000009735725,0.9920155],"genre_scores_gemma":[0.21120171,0.0001515263,0.00001636227,0.000043978587,0.000044295102,0.0000017427044,0.000007154377,0.000019170713,0.7885141],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905133,0.0000061933565,0.00021538501,0.00021694208,0.0003464085,0.00016371188],"domain_scores_gemma":[0.99944985,0.00007797139,0.00012222979,0.00026164358,0.000009186678,0.00007912388],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014548181,0.00016213075,0.00017765965,0.0000105768495,0.00011422094,0.00001709479,0.0002201469,0.00009995813,0.0066312314],"category_scores_gemma":[0.000008692562,0.000100882,0.000034296376,0.000013281469,0.00010731748,0.000032193442,0.00039596978,0.00009331917,0.00016380826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034164096,0.000073755946,0.08037691,0.0007098175,0.0007669817,0.00011695983,0.00062774913,0.00012715445,0.0005736073,0.31160584,0.54951215,0.055167455],"study_design_scores_gemma":[0.00013958238,0.00008577323,0.0037319933,0.00004871679,0.000028388262,0.000019955527,0.000024647159,0.0026758208,0.000023650804,0.0038982665,0.98902893,0.000294274],"about_ca_topic_score_codex":0.009073211,"about_ca_topic_score_gemma":0.9335414,"teacher_disagreement_score":0.9244682,"about_ca_system_score_codex":0.00009991057,"about_ca_system_score_gemma":0.000030111585,"threshold_uncertainty_score":0.99752545},"labels":[],"label_agreement":null},{"id":"W4233990189","doi":"10.1007/978-94-007-6173-5_281-1","title":"Estuaries","year":2016,"lang":"es","type":"book-chapter","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Estuary; Wildlife; Ecosystem; Geography; Environmental science; Environmental resource management; Fishery; Ecology; Biology","score_opus":0.008552815546022921,"score_gpt":0.1904952687478418,"score_spread":0.1819424532018189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233990189","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":[0.0013670512,0.000047410005,0.0010582345,0.0006320502,0.000594017,0.00030859394,0.00016789752,0.000096851334,0.9957279],"genre_scores_gemma":[0.20150176,0.0004944196,0.00023154843,0.00011498942,0.00017753021,0.000005686833,0.000010812665,0.00006658831,0.79739666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980149,0.000012844387,0.00041952007,0.00063907943,0.00047328608,0.00044034325],"domain_scores_gemma":[0.99883807,0.00010914914,0.00018995312,0.00064516906,0.000009960774,0.00020770649],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015203057,0.00048533062,0.0004208249,0.000057001645,0.00018138524,0.00010333418,0.0004456293,0.00035414993,0.08604596],"category_scores_gemma":[0.000014618131,0.0003335426,0.00020019138,0.00002043142,0.00037400445,0.0001939781,0.0008462688,0.00017856255,0.077798486],"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":[0.00003056726,0.000025668218,0.0155086415,0.000082378145,0.000091240014,0.000059983337,0.000058589398,0.00001262946,0.00027391824,0.85885113,0.0025329012,0.12247237],"study_design_scores_gemma":[0.00031343917,0.0001398783,0.0072887973,0.0003900077,0.00006847022,0.000051221636,0.00002190222,0.00030929872,0.00004643067,0.026572,0.96377957,0.0010190016],"about_ca_topic_score_codex":0.00027124645,"about_ca_topic_score_gemma":0.0018719205,"teacher_disagreement_score":0.96124667,"about_ca_system_score_codex":0.0002720523,"about_ca_system_score_gemma":0.000015985723,"threshold_uncertainty_score":0.99991167},"labels":[],"label_agreement":null},{"id":"W4235691869","doi":"10.7287/peerj.preprints.26841","title":"Achieving mangrove conservation and sustainable use in Mexico through community-based Management Units for Wildlife Conservation within and beyond Protected Areas","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"McGill University","funders":"","keywords":"Mangrove; Livelihood; Ecosystem services; Environmental resource management; Biodiversity; Business; Sustainable management; Context (archaeology); Protected area; Wildlife; Environmental planning; Geography; Agroforestry; Environmental protection; Sustainability; Ecosystem; Environmental science; Ecology; Agriculture","score_opus":0.030454423071539304,"score_gpt":0.2405508426807729,"score_spread":0.2100964196092336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235691869","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":[0.9653147,0.000009761984,0.027078325,0.0014569105,0.000075165786,0.004454873,0.00007258536,0.00008841561,0.0014492541],"genre_scores_gemma":[0.95906043,0.000027367154,0.03377786,0.0036653276,0.000016161071,0.00075573754,0.00093703443,0.000059022088,0.0017010791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979522,0.00036404736,0.0005132295,0.0005168003,0.00024812567,0.00040557105],"domain_scores_gemma":[0.99861914,0.00032623214,0.00034127763,0.00054729026,0.00008548515,0.00008060246],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014422457,0.0003453699,0.0003528479,0.00012239566,0.0003933836,0.00029030562,0.0002410776,0.00025324646,0.000025804808],"category_scores_gemma":[0.0002192414,0.0003438131,0.000028244353,0.0003277866,0.00023378388,0.0005304478,0.0017926974,0.00043801658,0.0000031176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005476693,0.00026175505,0.97414595,0.004609028,0.0001008577,0.00002112146,0.003266121,0.006723481,0.00013470373,0.0054953,0.004295103,0.00039892874],"study_design_scores_gemma":[0.0046830084,0.000525031,0.5024305,0.0014707149,0.0001921816,0.00001532836,0.010063926,0.44644034,0.00021666219,0.025129508,0.0072841835,0.0015486167],"about_ca_topic_score_codex":0.021509197,"about_ca_topic_score_gemma":0.04036984,"teacher_disagreement_score":0.47171545,"about_ca_system_score_codex":0.0004702545,"about_ca_system_score_gemma":0.000046321424,"threshold_uncertainty_score":0.9999014},"labels":[],"label_agreement":null},{"id":"W4238686812","doi":"10.1002/hyp.510","title":"Conference Listing","year":2001,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Listing (finance); Geology; Computer science; Remote sensing; Business","score_opus":0.02316005450178177,"score_gpt":0.2253428934083407,"score_spread":0.20218283890655894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238686812","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":[0.8437834,0.00002433477,0.0024990193,0.0003251156,0.00003404715,0.00007750992,0.00000168824,0.00012272934,0.15313217],"genre_scores_gemma":[0.99817115,0.000039106017,0.00029776138,0.0002517314,0.000033483713,0.000013767126,0.0000044160083,0.0000058813343,0.001182693],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.999134,0.000019489582,0.00014390642,0.00026819773,0.00016611497,0.0002683056],"domain_scores_gemma":[0.9996584,0.000073617506,0.000049493872,0.00012055069,0.000010418972,0.000087520624],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011800256,0.00010326663,0.000115609866,0.000010051333,0.00011318449,0.00003816249,0.00022140803,0.000062836385,0.0053910017],"category_scores_gemma":[0.00025699602,0.00007579398,0.000020292133,0.00025654535,0.00010629874,0.00014266752,0.0002217152,0.0000939679,0.0013342263],"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":[0.00008047865,0.00024307988,0.96978843,0.00008566321,0.00000816743,0.00019693104,0.00024074689,0.005878656,0.0019223086,0.00044551378,0.0013099426,0.019800069],"study_design_scores_gemma":[0.0017651197,0.0013589094,0.26680183,0.00013459005,0.000056611098,0.0013389152,0.0003764299,0.28884664,0.0008753561,0.07741814,0.35856774,0.002459692],"about_ca_topic_score_codex":0.000086624845,"about_ca_topic_score_gemma":0.00066407974,"teacher_disagreement_score":0.7029866,"about_ca_system_score_codex":0.000031115105,"about_ca_system_score_gemma":0.000007372186,"threshold_uncertainty_score":0.99944335},"labels":[],"label_agreement":null},{"id":"W4239842700","doi":"10.32920/ryerson.14646204.v1","title":"An ecological assessment of invasive plant species in a constructed stormwater wetland in Markham, Ontario, Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Toronto and Region Conservation Authority; York University","funders":"","keywords":"Wetland; Biodiversity; Native plant; Vegetation (pathology); Plant community; Geography; Typha; Ecology; Invasive species; Stormwater; Introduced species; Wildlife; Environmental science; Species richness; Biology; Surface runoff","score_opus":0.008726825615800512,"score_gpt":0.20303580349966768,"score_spread":0.19430897788386717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239842700","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":[0.98135406,0.000002610411,0.000026613927,0.00005511993,0.00031376423,0.00047380468,0.00017890081,0.000009163198,0.01758597],"genre_scores_gemma":[0.99766755,0.0000141610035,0.0012735657,0.0000533929,0.000009171455,0.000037882553,0.00052052236,0.00001070178,0.0004130663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977489,0.00017548137,0.00065277045,0.00061513716,0.00043705368,0.00037063228],"domain_scores_gemma":[0.99913955,0.00011095286,0.00018922795,0.00042433606,0.000011798311,0.00012414737],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028960194,0.00028205942,0.00063154614,0.000079765334,0.000024109293,0.000050891853,0.00039380812,0.0002368606,0.017170077],"category_scores_gemma":[0.000020591706,0.0002367425,0.000052291813,0.0001258144,0.00009049942,0.00009120457,0.0013669056,0.0006078068,0.0000021799044],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016589882,0.00018751253,0.98604965,0.00005789937,0.00001444037,0.0004333883,0.00032354807,0.011889232,0.00074703014,0.000018990948,0.00022615312,0.000035556666],"study_design_scores_gemma":[0.00040465657,0.000051552503,0.99161726,0.000110325665,0.000007140431,0.000023821494,0.0011374593,0.0060355053,0.00012925036,0.00005759245,0.00013365067,0.0002917825],"about_ca_topic_score_codex":0.9930801,"about_ca_topic_score_gemma":0.9999929,"teacher_disagreement_score":0.017172903,"about_ca_system_score_codex":0.0047017266,"about_ca_system_score_gemma":0.0013310895,"threshold_uncertainty_score":0.99911904},"labels":[],"label_agreement":null},{"id":"W4240513008","doi":"10.32920/ryerson.14646204","title":"An ecological assessment of invasive plant species in a constructed stormwater wetland in Markham, Ontario, Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Toronto and Region Conservation Authority; York University","funders":"","keywords":"Wetland; Biodiversity; Native plant; Typha; Vegetation (pathology); Geography; Plant community; Ecology; Invasive species; Stormwater; Introduced species; Wildlife; Environmental science; Species richness; Biology; Surface runoff","score_opus":0.008726825615800512,"score_gpt":0.20303580349966768,"score_spread":0.19430897788386717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240513008","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":[0.98135406,0.000002610411,0.000026613927,0.00005511993,0.00031376423,0.00047380468,0.00017890081,0.000009163198,0.01758597],"genre_scores_gemma":[0.99766755,0.0000141610035,0.0012735657,0.0000533929,0.000009171455,0.000037882553,0.00052052236,0.00001070178,0.0004130663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977489,0.00017548137,0.00065277045,0.00061513716,0.00043705368,0.00037063228],"domain_scores_gemma":[0.99913955,0.00011095286,0.00018922795,0.00042433606,0.000011798311,0.00012414737],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028960194,0.00028205942,0.00063154614,0.000079765334,0.000024109293,0.000050891853,0.00039380812,0.0002368606,0.017170077],"category_scores_gemma":[0.000020591706,0.0002367425,0.000052291813,0.0001258144,0.00009049942,0.00009120457,0.0013669056,0.0006078068,0.0000021799044],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016589882,0.00018751253,0.98604965,0.00005789937,0.00001444037,0.0004333883,0.00032354807,0.011889232,0.00074703014,0.000018990948,0.00022615312,0.000035556666],"study_design_scores_gemma":[0.00040465657,0.000051552503,0.99161726,0.000110325665,0.000007140431,0.000023821494,0.0011374593,0.0060355053,0.00012925036,0.00005759245,0.00013365067,0.0002917825],"about_ca_topic_score_codex":0.9930801,"about_ca_topic_score_gemma":0.9999929,"teacher_disagreement_score":0.017172903,"about_ca_system_score_codex":0.0047017266,"about_ca_system_score_gemma":0.0013310895,"threshold_uncertainty_score":0.99911904},"labels":[],"label_agreement":null},{"id":"W4241475153","doi":"10.1787/dc713684-en","title":"Coastal infrastructure realignment and salt marsh restoration in Nova Scotia, Canada","year":2019,"lang":"en","type":"book-chapter","venue":"OECD eBooks","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"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":"Bay; Nova scotia; Wetland; Geography; Salt marsh; Dike; SAINT; Marsh; Environmental impact assessment; Archaeology; Oceanography; Political science; History; Geology; Ecology","score_opus":0.004967468583870621,"score_gpt":0.17539826495581354,"score_spread":0.17043079637194292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241475153","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06529042,0.000019544384,0.000023664797,0.00006461787,0.0005481977,0.0006124178,0.00028201888,0.000019272182,0.93313986],"genre_scores_gemma":[0.57370484,0.000009328036,0.00014558739,0.0002224136,0.000079342026,0.0000036183053,0.00019858047,0.00007575207,0.42556053],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983743,0.0000179261,0.0003600209,0.00048282417,0.0004763331,0.00028859643],"domain_scores_gemma":[0.99925715,0.000029036755,0.0001939753,0.00038634177,0.0000059426243,0.00012753096],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012784518,0.0003302486,0.00032987207,0.000056784134,0.00004362769,0.000040230698,0.00017762721,0.00025380147,0.0011878364],"category_scores_gemma":[0.0000039061015,0.00033379384,0.000035313897,0.000008975645,0.00007909104,0.0000552857,0.00041165322,0.00032380197,0.00022368945],"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":[0.0007375757,0.00007547965,0.43217793,0.0017898377,0.00035258778,0.0016628249,0.0026263872,0.010791708,0.005063955,0.058007266,0.23487453,0.2518399],"study_design_scores_gemma":[0.0024830673,0.0004249734,0.1508085,0.0009879639,0.0001336821,0.00028060903,0.00017726979,0.003666511,0.00013389935,0.016366106,0.82119024,0.003347184],"about_ca_topic_score_codex":0.54731077,"about_ca_topic_score_gemma":0.9962003,"teacher_disagreement_score":0.5863157,"about_ca_system_score_codex":0.0009482136,"about_ca_system_score_gemma":0.00020376137,"threshold_uncertainty_score":0.9999114},"labels":[],"label_agreement":null},{"id":"W4242160011","doi":"10.2307/2679845","title":"Patch Dynamics of Mussels on Rocky Shores: Integrating Process to Understand Pattern","year":2001,"lang":"en","type":"article","venue":"Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Intertidal zone; Rocky shore; Habitat; Tide pool; Ecology; Predation; Nucella; Whelk; Mytilus; Biology; Disturbance (geology); Intertidal ecology; Seabed gouging by ice; Arctic; Arctic ice pack; Drift ice","score_opus":0.008646128102657347,"score_gpt":0.23626267947147234,"score_spread":0.22761655136881498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242160011","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":[0.9754787,0.0000010841102,0.008730891,0.0005933124,0.00016593684,0.00024538435,0.000016961327,0.000026261296,0.014741437],"genre_scores_gemma":[0.9991561,0.000003820588,0.000113314265,0.00027728168,0.00002095908,0.000012820266,0.000014306127,0.000015778933,0.00038557407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989632,0.000039674604,0.00025598667,0.00028208218,0.00015698935,0.00030206496],"domain_scores_gemma":[0.9995124,0.00009776985,0.0000879328,0.00020121704,0.0000103173525,0.000090359914],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016380874,0.0001283124,0.00020054427,0.000050121675,0.000068027715,0.000011261041,0.0002356814,0.00008849778,0.0011874402],"category_scores_gemma":[0.00005841952,0.000113086004,0.00003545773,0.00022213242,0.000044434168,0.000061886196,0.00015522083,0.00011334983,0.00027313284],"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":[0.00003526441,0.00011072955,0.97551286,0.000022535147,0.0000095175155,0.000022230595,0.0015619565,0.007719003,0.00009924555,0.00010212203,0.00029464846,0.01450986],"study_design_scores_gemma":[0.0011459978,0.002449475,0.61302274,0.00013973723,0.00003576963,0.0001108089,0.01500598,0.36010647,0.000305569,0.005952192,0.00088448037,0.00084079005],"about_ca_topic_score_codex":0.00055982673,"about_ca_topic_score_gemma":0.17424014,"teacher_disagreement_score":0.36249015,"about_ca_system_score_codex":0.00039106302,"about_ca_system_score_gemma":0.00001207769,"threshold_uncertainty_score":0.9997256},"labels":[],"label_agreement":null},{"id":"W4243522496","doi":"10.3394/0380-1330-34.4.745","title":"Predicted Effects of Proposed New Regulation Plans on Sedge/Grass Meadows of Lake Ontario","year":2008,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Army Corps of Engineers; U.S. Geological Survey","keywords":"Marsh; Wetland; Environmental science; Habitat; Hydrology (agriculture); Current (fluid); Pike; Ecology; Fishery; Fish <Actinopterygii>; Biology; Oceanography; Geology","score_opus":0.02782236661177193,"score_gpt":0.26641491882033086,"score_spread":0.23859255220855893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243522496","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":[0.99333125,0.000011622584,0.00021083064,0.0001068208,0.00012719934,0.00037956305,0.000016016678,0.0000060351426,0.0058106547],"genre_scores_gemma":[0.9938209,0.000028751558,0.00032508193,0.000004233053,0.00007126283,0.0000015682303,0.000007362044,0.000014218497,0.0057266457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970803,0.00022811384,0.00056171604,0.00016562628,0.0016596182,0.0003046162],"domain_scores_gemma":[0.9987285,0.00031560037,0.00032432828,0.00027563845,0.0001433073,0.00021262691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084809645,0.00012282908,0.0003519705,0.0002387224,0.00010406532,0.000014776662,0.00036442952,0.00010687819,0.0005321192],"category_scores_gemma":[0.0002777136,0.00009161248,0.00012030457,0.0004369074,0.00020928905,0.0002558796,0.00012245675,0.00044414555,0.000025429992],"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":[0.0011879721,0.00035157666,0.94561106,0.00018558494,0.00008423473,0.00018334592,0.002164646,0.003758058,0.03432085,0.000026275478,0.00849357,0.003632823],"study_design_scores_gemma":[0.0016421374,0.002288197,0.9777503,0.00038480083,0.000021499633,0.00017236112,0.000036831792,0.00143904,0.012913096,0.0002735378,0.0029722827,0.000105924606],"about_ca_topic_score_codex":0.0029636028,"about_ca_topic_score_gemma":0.22313562,"teacher_disagreement_score":0.22017202,"about_ca_system_score_codex":0.00041884976,"about_ca_system_score_gemma":0.00022440414,"threshold_uncertainty_score":0.7910401},"labels":[],"label_agreement":null},{"id":"W4246019054","doi":"10.1002/9781118786352.wbieg0689","title":"Wetland Biogeography","year":2017,"lang":"en","type":"other","venue":"International Encyclopedia of Geography","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Environment and Climate Change Canada","funders":"","keywords":"Wetland; Marsh; Swamp; Environmental science; Habitat; Ecosystem; Peat; Salt marsh; Mangrove; Ecology; Water quality; Hydrology (agriculture); Geography; Geology; Biology","score_opus":0.0039387187374188065,"score_gpt":0.21438372829504118,"score_spread":0.21044500955762238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246019054","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":[0.00093501277,0.00022112239,0.00012293417,0.000071027534,0.0020059198,0.00023472245,0.00063347595,0.00009879485,0.995677],"genre_scores_gemma":[0.015813168,0.008015165,0.001985188,0.00007138982,0.00085337134,0.00007020276,0.0006299401,0.0004602416,0.97210133],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984089,0.000020210935,0.00027774798,0.00043820456,0.00060867955,0.00024625525],"domain_scores_gemma":[0.998617,0.00002725525,0.0006123904,0.00062271353,0.000015534171,0.0001051296],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011724155,0.00029779534,0.0003315165,0.0004969817,0.000053387055,0.00003546915,0.0011470983,0.00023986999,0.013022053],"category_scores_gemma":[0.000032600976,0.00027952585,0.00034840405,0.00012955249,0.00029300948,0.00009763982,0.00047772593,0.00015576762,0.00050828356],"study_design_candidate":"not_applicable","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":[0.000010927918,0.00007056928,0.54644024,0.000026454265,0.00017702121,0.000012909317,0.000011347453,0.0000070252354,0.000009058342,0.000056161203,0.44332907,0.009849213],"study_design_scores_gemma":[0.00024960595,0.00002769955,0.048010234,0.00015353145,0.00003421156,0.0000060444963,0.0000032751248,0.000041424322,0.000002661828,0.00031632144,0.95087826,0.00027674224],"about_ca_topic_score_codex":0.008361317,"about_ca_topic_score_gemma":0.0063662487,"teacher_disagreement_score":0.50754917,"about_ca_system_score_codex":0.000025701875,"about_ca_system_score_gemma":0.000010030885,"threshold_uncertainty_score":0.99996567},"labels":[],"label_agreement":null},{"id":"W4248453098","doi":"10.1139/f01-102","title":"Primary determinants of macrophyte community structure in 62 marshes across the Great Lakes basin: latitude, land use, and water quality effects","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":130,"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":"Macrophyte; Wetland; Typha; Environmental science; Water quality; Marsh; Ecology; Species richness; Aquatic plant; Nutrient; Plant community; Community structure; Hydrology (agriculture); Biology; Geology","score_opus":0.0175152667900117,"score_gpt":0.2313837240378329,"score_spread":0.2138684572478212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248453098","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":[0.99929774,0.0000903647,0.000006140269,0.00027501688,0.00009504771,0.00008468072,0.000015935155,9.437859e-7,0.00013414428],"genre_scores_gemma":[0.9996213,0.00004421486,0.00015291986,0.00011531544,0.000010546361,5.8345563e-7,6.4978093e-7,0.0000032181342,0.000051306895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989832,0.00019992671,0.0002849693,0.0000932332,0.00017899803,0.0002596393],"domain_scores_gemma":[0.999318,0.00028064247,0.00013054236,0.000112147616,0.0000082816505,0.0001504018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097101234,0.00009682354,0.00023244983,0.000034778954,0.0004379355,0.00019402965,0.00025235105,0.00003291482,0.000052401487],"category_scores_gemma":[0.0001271741,0.000052411964,0.0000240135,0.00015600547,0.0009880421,0.00046982957,0.00007684816,0.0001424311,4.404596e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010854694,0.0000038244234,0.9909049,0.000038513677,0.000003208333,0.000023511493,0.0023875465,0.000030428171,0.0001663403,0.0000013880588,0.00001748342,0.006412002],"study_design_scores_gemma":[0.00019064556,0.000107441076,0.99740964,0.00009247897,0.000005833479,0.00013144624,0.0006846677,0.00036593937,0.00007463664,0.00050310435,0.0003563906,0.000077756864],"about_ca_topic_score_codex":0.09481214,"about_ca_topic_score_gemma":0.85611165,"teacher_disagreement_score":0.76129955,"about_ca_system_score_codex":0.000046557703,"about_ca_system_score_gemma":0.000047306046,"threshold_uncertainty_score":0.9112156},"labels":[],"label_agreement":null},{"id":"W4248680204","doi":"10.5194/bg-2017-533","title":"Global change effects on decomposition processes in tidal wetlands: implications from a global survey using standardized litter","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Université du Québec à Rimouski; McGill University","funders":"Bauer-Hollmann Stiftung","keywords":"Wetland; Environmental science; Salt marsh; Mangrove; Eutrophication; Ecosystem; Marsh; Carbon sequestration; Sea level rise; Litter; Carbon cycle; Organic matter; Global change; Sea level; Hydrology (agriculture); Ecology; Oceanography; Climate change; Carbon dioxide; Geology; Nutrient","score_opus":0.03744181538367186,"score_gpt":0.32255682039461125,"score_spread":0.2851150050109394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248680204","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":[0.98212457,0.000039080212,0.005591924,0.0002128853,0.0004520334,0.001278034,0.0054493374,0.0000852495,0.0047668824],"genre_scores_gemma":[0.9969985,0.000031383883,0.0010192082,0.00013863208,0.0001514202,0.00016970646,0.0014519251,0.000020252894,0.00001897366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764335,0.00022404804,0.0003828899,0.00091707247,0.00039962586,0.00043303863],"domain_scores_gemma":[0.9984839,0.00014451215,0.0003123554,0.00087102054,0.00003274172,0.00015547189],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040427488,0.00040979448,0.00051590544,0.000035747726,0.000195685,0.0003129044,0.00064598245,0.0003379183,0.00013032557],"category_scores_gemma":[0.0001095056,0.0003757339,0.00009778798,0.0002174594,0.000059710954,0.00023099313,0.0015184842,0.00021335573,0.00012847394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015456024,0.000102069695,0.99416417,0.00014592068,0.000026974249,0.000011242392,0.000060595976,0.0010381382,0.00002458529,0.0000061621954,0.00016325871,0.0041023158],"study_design_scores_gemma":[0.00069709914,0.000045856275,0.9884549,0.0005367055,0.000032622327,0.0000069101357,0.000005244384,0.0071743773,0.000018418219,0.0025278202,0.000087273496,0.00041277191],"about_ca_topic_score_codex":0.09399636,"about_ca_topic_score_gemma":0.36345866,"teacher_disagreement_score":0.2694623,"about_ca_system_score_codex":0.0022929357,"about_ca_system_score_gemma":0.00010938346,"threshold_uncertainty_score":0.99986947},"labels":[],"label_agreement":null},{"id":"W4248895114","doi":"10.1139/b00-157","title":"Differences in wetland plant community establishment with additions of nitrate-N and invasive species (<i>Phalaris arundinacea </i>and <i>Typha</i> ×<i>glauca</i>)","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":40,"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":"Phalaris arundinacea; Agronomy; Biology; Biomass (ecology); Dominance (genetics); Typha; Wetland; Festuca arundinacea; Plant community; Ecology; Poaceae; Ecological succession","score_opus":0.011514230734897097,"score_gpt":0.16938247435451212,"score_spread":0.15786824361961502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248895114","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":[0.9967235,0.00020957396,0.00004616404,0.00028481177,0.000056013316,0.000114257455,0.00022373909,0.0000019880922,0.0023399796],"genre_scores_gemma":[0.99932015,0.00034717735,0.00012769955,0.00006214282,0.000017197399,0.0000022183124,0.0000055960068,0.000008261989,0.00010954755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990106,0.0001089817,0.00032865204,0.00010440047,0.00017559473,0.00027172113],"domain_scores_gemma":[0.9990063,0.00017770482,0.00021438066,0.00013706199,0.000022689148,0.0004418868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003316377,0.00013752171,0.00029346987,0.00013451732,0.00019142464,0.000069935486,0.0001850839,0.000050856732,0.00025140346],"category_scores_gemma":[0.00005123799,0.00010983177,0.000025677165,0.0002326415,0.00032047142,0.0002848031,0.000047371585,0.00031280238,0.0000016926459],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003895981,0.000033651228,0.9971581,0.000015841686,0.000018632643,0.00021075581,0.0011144513,0.00003243295,0.0006387493,0.000037125203,0.00049299333,0.00020829243],"study_design_scores_gemma":[0.00074320176,0.00037959704,0.99206156,0.0002756444,0.00003190156,0.0010527528,0.0031201877,0.00011378116,0.00011848953,0.00039088435,0.0015404279,0.00017158772],"about_ca_topic_score_codex":0.03951685,"about_ca_topic_score_gemma":0.8752075,"teacher_disagreement_score":0.8356907,"about_ca_system_score_codex":0.00018560419,"about_ca_system_score_gemma":0.00014598132,"threshold_uncertainty_score":0.96687907},"labels":[],"label_agreement":null},{"id":"W4250467299","doi":"10.1088/1748-9326/aaae71","title":"Reply to Oreska <i>et al</i> ‘Comment on Geoengineering with seagrasses: is credit due where credit is given?’","year":2018,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Fisheries and Oceans Canada","funders":"","keywords":"Carbon credit; Carbon sequestration; Carbon fibers; Kyoto Protocol; Warrant; Seagrass; Environmental science; Carbon stock; Stock (firearms); Sediment; Climate change; Computer science; Business; Oceanography; Ecology; Ecosystem; Geology; Carbon dioxide; Paleontology; Geography; Finance; Biology","score_opus":0.01285911240824797,"score_gpt":0.2569054768300062,"score_spread":0.24404636442175823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250467299","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":[0.77793217,0.000019918858,0.0012491404,0.2163399,0.00021621902,0.00097225816,0.00013298137,0.00007693356,0.003060504],"genre_scores_gemma":[0.833021,0.000069566944,0.0011774122,0.16343641,0.000218971,0.00016097739,0.000036155434,0.00011531789,0.0017642209],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99485844,0.0001804637,0.000346834,0.0011306956,0.0022316223,0.0012519351],"domain_scores_gemma":[0.99805355,0.00019078239,0.00007296037,0.0010692165,0.0000069680837,0.0006065165],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010275085,0.00040874936,0.00028992645,0.00016339269,0.00043261898,0.00017371474,0.00077552104,0.00006650324,0.005704745],"category_scores_gemma":[0.000034861412,0.0003587405,0.00009595554,0.00041762332,0.0004914963,0.00037507204,0.0012037258,0.0006317013,0.006815255],"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":[0.00020101339,0.0002001201,0.02944466,0.000014773669,0.00004979181,0.00015068553,0.0010468683,0.0012151187,0.023067089,0.000006217125,0.9433464,0.0012572578],"study_design_scores_gemma":[0.00064415653,0.0013651563,0.03989551,0.00013731253,0.000009051573,0.000037284855,0.0004115927,0.0022500455,0.0056994194,0.000013495489,0.9490217,0.00051527633],"about_ca_topic_score_codex":0.0012797709,"about_ca_topic_score_gemma":0.00045935414,"teacher_disagreement_score":0.05508881,"about_ca_system_score_codex":0.0014285267,"about_ca_system_score_gemma":0.0000136920335,"threshold_uncertainty_score":0.99988645},"labels":[],"label_agreement":null},{"id":"W4251195390","doi":"10.22541/au.159431544.41264044","title":"Salinity, not genetic incompatibilities, limits the establishment of the invasive hybrid cattail Typha × glauca in coastal wetlands","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University","funders":"","keywords":"Nova scotia; Salinity; Typha angustifolia; Wetland; Typha; Biology; Range (aeronautics); Germination; Invasive species; Introduced species; Hybrid; Geography; Botany; Ecology","score_opus":0.02041233025240228,"score_gpt":0.22453460066867226,"score_spread":0.20412227041626999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251195390","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":[0.9859205,0.00002284407,0.0001498611,0.0020819865,0.00068982324,0.0013813201,0.00050012855,0.000037664122,0.00921588],"genre_scores_gemma":[0.9982251,0.00007796617,0.00026744875,0.00047395114,0.000073261835,0.00008928225,0.000092746865,0.00003826008,0.00066198374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99667823,0.00035486903,0.0009168098,0.0007650746,0.0008458495,0.00043918402],"domain_scores_gemma":[0.99764425,0.00042939463,0.00045409877,0.0013068056,0.00002671805,0.00013875728],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00054933317,0.00043155835,0.0005701455,0.00004996162,0.00012427368,0.00010247085,0.0017977788,0.00015857744,0.00071679987],"category_scores_gemma":[0.00024491313,0.00026175394,0.00023005047,0.00031614793,0.00034693285,0.000083453764,0.007714894,0.00084404304,0.00011437976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057393358,0.00017601979,0.9733873,0.00030990885,0.000045643483,0.00001851279,0.0017243703,0.019800236,0.0004333977,0.00006249107,0.002583867,0.0014008612],"study_design_scores_gemma":[0.0006619323,0.00011345842,0.9686665,0.00028066398,0.0000714622,0.000028388991,0.0010296273,0.02229579,0.0025256411,0.0028322234,0.00092557434,0.0005687594],"about_ca_topic_score_codex":0.024525648,"about_ca_topic_score_gemma":0.35906634,"teacher_disagreement_score":0.3345407,"about_ca_system_score_codex":0.00042427765,"about_ca_system_score_gemma":0.0002479486,"threshold_uncertainty_score":0.9999835},"labels":[],"label_agreement":null},{"id":"W4251938920","doi":"10.1111/j.1654-1103.2007.tb02536.x","title":"Seed dynamics linked to variability in movement of tidal water","year":2007,"lang":"en","type":"article","venue":"Journal of Vegetation Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":43,"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":"Rijkswaterstaat; Natural Sciences and Engineering Research Council of Canada","keywords":"Biological dispersal; Seed dispersal; Chronosequence; Sowing; Ecology; Storm surge; Environmental science; Storm; Ecological succession; Biology; Agronomy; Geography","score_opus":0.00602830273071436,"score_gpt":0.24392671857863624,"score_spread":0.23789841584792187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251938920","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":[0.95388764,0.0000010866165,0.04310954,0.00019226651,0.00023003985,0.000116291194,8.341428e-7,0.0000024806068,0.0024598078],"genre_scores_gemma":[0.995401,7.4080066e-7,0.004454259,0.000086119035,0.000014681916,5.5176326e-7,3.511855e-7,0.0000032217151,0.000039062583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814445,0.00003895459,0.0006546409,0.00014988818,0.00076491025,0.00024716163],"domain_scores_gemma":[0.99932975,0.00008080671,0.00022110065,0.0001441462,0.00008306134,0.00014115885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00789725,0.000068018744,0.0001501076,0.00020114647,0.000045513785,0.00002251125,0.00034798996,0.000028531696,0.000051807616],"category_scores_gemma":[0.0002442833,0.000048808444,0.000039678594,0.0006495808,0.00013395454,0.00044794637,0.00015317135,0.00010162715,0.000038278453],"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":[0.0000785766,0.000149088,0.582441,0.000022752718,0.0000032148687,0.000012128859,0.0030090245,0.060928304,0.34665555,0.00028206155,0.0000038695894,0.00641445],"study_design_scores_gemma":[0.00026100603,0.00013516741,0.94075584,0.000030059311,0.0000034143197,0.000010292484,0.00022090072,0.04866885,0.008469522,0.0013475942,0.000023715724,0.00007365871],"about_ca_topic_score_codex":0.00009850211,"about_ca_topic_score_gemma":0.001672112,"teacher_disagreement_score":0.35831484,"about_ca_system_score_codex":0.0006900325,"about_ca_system_score_gemma":0.00003819866,"threshold_uncertainty_score":0.2737045},"labels":[],"label_agreement":null},{"id":"W4252586215","doi":"10.1007/978-94-007-4001-3_281","title":"Estuaries","year":2018,"lang":"es","type":"book-chapter","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Estuary; Wildlife; Ecosystem; Geography; Fishery; Environmental science; Environmental resource management; Ecology; Biology","score_opus":0.010153073076226388,"score_gpt":0.19850350960343313,"score_spread":0.18835043652720673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252586215","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":[0.009664282,0.000036143058,0.0005026163,0.00019165858,0.00073249923,0.0003281585,0.000098015786,0.00010117751,0.98834544],"genre_scores_gemma":[0.1719784,0.00029509573,0.0007609528,0.00017434185,0.00035355633,0.000005385984,0.000041028292,0.00008172323,0.8263095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979575,0.000012845779,0.00042874643,0.00067660457,0.000493933,0.00043032347],"domain_scores_gemma":[0.99883324,0.000063231106,0.00019300847,0.0006920328,0.0000154175,0.00020306904],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018222179,0.00049412344,0.00042163068,0.000058396487,0.00023256527,0.00015689647,0.00048364967,0.00038464277,0.21681227],"category_scores_gemma":[0.000015301726,0.00042491348,0.00018662677,0.000032610722,0.0006119455,0.00016982398,0.0009789051,0.00022175236,0.11599881],"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":[0.00020494772,0.00022567206,0.07158751,0.00062624115,0.00061692717,0.00028726071,0.0015600517,0.00015887644,0.00054684706,0.7182154,0.09461046,0.11135978],"study_design_scores_gemma":[0.00019932819,0.00026611346,0.0065937624,0.00019769112,0.000085859145,0.00005293094,0.00007868437,0.0019985584,0.000044993005,0.015139679,0.9744062,0.0009362011],"about_ca_topic_score_codex":0.00077106454,"about_ca_topic_score_gemma":0.005222913,"teacher_disagreement_score":0.87979573,"about_ca_system_score_codex":0.0002220857,"about_ca_system_score_gemma":0.000016067597,"threshold_uncertainty_score":0.9998203},"labels":[],"label_agreement":null},{"id":"W4280511613","doi":"10.1088/2752-664x/ac706a","title":"Spartina alterniflora has the highest methane emissions in a St. Lawrence estuary salt marsh","year":2022,"lang":"en","type":"article","venue":"Environmental Research Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Environment Research Council; European Commission; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Sight Research UK","keywords":"Spartina alterniflora; Phragmites; Salt marsh; Spartina; Blue carbon; Environmental science; Halophyte; Marsh; Carbon sink; Biomass (ecology); Soil carbon; Sink (geography); Wetland; Salinity; Ecosystem; Carbon dioxide; Ecology; Soil water; Carbon sequestration; Soil science; Biology","score_opus":0.04030810465950352,"score_gpt":0.2943760833389634,"score_spread":0.2540679786794599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280511613","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":[0.990289,0.00006781441,0.0000146920665,0.0052739074,0.00021621972,0.0008015859,0.000108279724,0.000026134327,0.0032023853],"genre_scores_gemma":[0.9945665,0.00007613663,0.00009652261,0.00023252162,0.0000410236,0.0006312962,0.00007343681,0.000032621774,0.0042499653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99527097,0.0014696148,0.00039210226,0.00068609096,0.0010860063,0.0010951972],"domain_scores_gemma":[0.99821866,0.00080492883,0.00009096055,0.0006422148,0.000001814874,0.00024141376],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0029218737,0.00020163233,0.00024497803,0.00012851873,0.001015546,0.00004347551,0.0010915956,0.00007796685,0.029443381],"category_scores_gemma":[0.0001390263,0.00016924606,0.00007227502,0.0005112634,0.000902752,0.00015512033,0.0048358873,0.0009568317,0.0018577802],"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":[0.00016518061,0.001009073,0.9590071,0.000010703385,0.000019821213,0.00051489327,0.0009253055,0.0076613696,0.01212519,0.000095420844,0.013405946,0.005060003],"study_design_scores_gemma":[0.0007284384,0.0006889255,0.85072404,0.0000065597446,0.0000075506587,0.00013910075,0.0016456922,0.0065309075,0.00024473292,0.0019397726,0.13705263,0.0002916394],"about_ca_topic_score_codex":0.0013396197,"about_ca_topic_score_gemma":0.010439901,"teacher_disagreement_score":0.123646684,"about_ca_system_score_codex":0.0018164609,"about_ca_system_score_gemma":0.00005200509,"threshold_uncertainty_score":0.99891937},"labels":[],"label_agreement":null},{"id":"W4280530321","doi":"10.1016/j.tfp.2022.100274","title":"Enhancing the sustainable management of mangrove forests: The case of Punta Galeta, Panama","year":2022,"lang":"en","type":"article","venue":"Trees Forests and People","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Smithsonian Tropical Research Institute; Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; McGill University","keywords":"Mangrove; Sustainable forest management; Sustainable management; Environmental resource management; Geography; Business; Environmental planning; Forest management; Sustainability; Agroforestry; Ecology; Forestry; Environmental science","score_opus":0.00402721494866298,"score_gpt":0.1984158888347902,"score_spread":0.1943886738861272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280530321","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":[0.9946769,0.000113488306,0.00017311516,0.0002468443,0.000042109765,0.0003856203,0.00002706666,0.000007491586,0.0043273545],"genre_scores_gemma":[0.9967578,0.000022760218,0.000031660154,0.000020354175,0.00000842834,0.00005909541,0.000006505128,0.000009855444,0.0030835455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914145,0.000055600125,0.00021866195,0.00016079088,0.0001892613,0.00023425459],"domain_scores_gemma":[0.9994018,0.00008906572,0.00012432138,0.00034576296,0.0000060652987,0.000033005093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045954215,0.00009552441,0.00013639535,0.00002049184,0.00039155787,0.00001909568,0.00025473273,0.000014162065,0.00065786124],"category_scores_gemma":[0.0000056367103,0.000056529614,0.000054720473,0.0002211066,0.00008897375,0.000073162075,0.0009621693,0.00007724332,0.0000033034034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017880912,0.0002717834,0.9056536,0.00073644036,0.00017750189,0.0009710747,0.012422211,0.026254745,0.00018463422,0.03533973,0.0037295418,0.014079933],"study_design_scores_gemma":[0.0007134002,0.00036418068,0.91008973,0.000028819342,0.00013550278,0.00062072277,0.051528282,0.022653466,0.00015531502,0.0068860333,0.006570056,0.00025446745],"about_ca_topic_score_codex":0.0142028,"about_ca_topic_score_gemma":0.33441737,"teacher_disagreement_score":0.32021457,"about_ca_system_score_codex":0.00006711233,"about_ca_system_score_gemma":0.0000054935467,"threshold_uncertainty_score":0.9923617},"labels":[],"label_agreement":null},{"id":"W4280564963","doi":"10.3389/fbuil.2022.904483","title":"Coastal Natural and Nature-Based Features: International Guidelines for Flood Risk Management","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"U.S. Army Corps of Engineers; Rijkswaterstaat; National Institute of Standards and Technology; Deltares; Koninklijk Nederlands Instituut voor Onderzoek der Zee; University of Pennsylvania; Newcastle University; Inter-American Development Bank; Nature Conservancy; East Carolina University; Natural Environment Research Council; Dartmouth College; World Bank Group; National Oceanic and Atmospheric Administration; Sight Research UK; World Wildlife Fund","keywords":"Stakeholder; Environmental resource management; Flood myth; Environmental planning; Risk management; Stakeholder engagement; Coastal management; Adaptive management; Business; Engineering; Risk analysis (engineering); Computer science; Process management; Geography; Environmental science; Ecology; Political science","score_opus":0.0062262752627064485,"score_gpt":0.2253868092385442,"score_spread":0.21916053397583776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280564963","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":[0.9079148,0.0023862293,0.06702208,0.0046657603,0.008558691,0.0034633463,0.0015510733,0.00012060544,0.004317421],"genre_scores_gemma":[0.87146133,0.0003815129,0.12296079,0.00080775307,0.00009068008,0.00058983575,0.0003252119,0.000046016663,0.0033368473],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981495,0.000066627115,0.0003234178,0.0005583415,0.00056726526,0.00033482575],"domain_scores_gemma":[0.9994626,0.000030419513,0.00012813919,0.00029872794,0.0000034877428,0.00007661661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046301752,0.00021830459,0.00019220015,0.000112119844,0.00025018584,0.000033448705,0.00043396928,0.00006606832,0.00033920005],"category_scores_gemma":[0.000029936065,0.00022112073,0.000085131745,0.000097893215,0.00008484469,0.00009999543,0.00097409496,0.0003685186,0.000008790868],"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":[0.00068630243,0.00045813154,0.58752596,0.000044083692,0.00018085078,0.000057205114,0.00023045464,0.18535429,0.000117637435,0.00012879656,0.14166923,0.08354705],"study_design_scores_gemma":[0.0034137757,0.00017418346,0.22087462,0.0000166333,0.00007173872,0.000020474394,0.001161244,0.22011848,0.000084264946,0.0017401025,0.551731,0.0005934757],"about_ca_topic_score_codex":0.00016084114,"about_ca_topic_score_gemma":0.00044112152,"teacher_disagreement_score":0.41006178,"about_ca_system_score_codex":0.0006358553,"about_ca_system_score_gemma":0.0000050201693,"threshold_uncertainty_score":0.9017042},"labels":[],"label_agreement":null},{"id":"W4280590790","doi":"10.1007/s11252-022-01238-3","title":"Bacterial communities in peat swamps reflect changes associated with catchment urbanisation","year":2022,"lang":"en","type":"article","venue":"Urban Ecosystems","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"Macquarie University","keywords":"Acidobacteria; Verrucomicrobia; Ecology; Gemmatimonadetes; Biology; Proteobacteria; Paleontology","score_opus":0.013768462029052702,"score_gpt":0.19888179135886835,"score_spread":0.18511332932981564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280590790","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":[0.9919971,0.000033223336,0.000024422881,0.00013787196,0.0005056817,0.0006016071,0.00016926607,0.000087774424,0.006443018],"genre_scores_gemma":[0.9971114,0.0000045092816,0.000016282507,0.00005793479,0.000060849943,0.00023559752,0.00064981997,0.000034388886,0.0018292253],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980309,0.0004936864,0.00031120563,0.0002618359,0.0004880833,0.00041430152],"domain_scores_gemma":[0.9992233,0.00010303125,0.00021205931,0.00038027167,0.000007759733,0.000073599076],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008184114,0.00020221979,0.00028592182,0.00009786908,0.00032241855,0.00006433075,0.000342163,0.000050501887,0.0029320333],"category_scores_gemma":[0.000014329253,0.00019255978,0.000036167916,0.0003651895,0.00003699369,0.00014369287,0.00041329212,0.00022916439,0.00009289107],"study_design_candidate":"observational","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":[0.00020312054,0.00036243224,0.9641156,0.00005220257,0.00005889989,0.000043745014,0.013641592,0.007797223,0.0015850995,0.000091708134,0.011597642,0.00045072654],"study_design_scores_gemma":[0.00923458,0.0046498957,0.2810565,0.00061045855,0.00014527494,0.00029609576,0.037288498,0.18631689,0.0004742761,0.00022954828,0.47643393,0.0032640437],"about_ca_topic_score_codex":0.012426708,"about_ca_topic_score_gemma":0.37472922,"teacher_disagreement_score":0.6830591,"about_ca_system_score_codex":0.0021206131,"about_ca_system_score_gemma":0.00002100312,"threshold_uncertainty_score":0.9979794},"labels":[],"label_agreement":null},{"id":"W4281478481","doi":"10.1007/s12237-022-01090-w","title":"Within-marsh and Landscape Features Structure Ribbed Mussel Distribution in Georgia, USA, Marshes","year":2022,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Georgia Sea Grant, University of Georgia; Department of Natural Resources, Government of Newfoundland and Labrador; Georgia Southern University; National Oceanic and Atmospheric Administration; U.S. Department of Commerce","keywords":"Mussel; Marsh; Salt marsh; Environmental science; Ecology; Landscape ecology; Fishery; Wetland; Biology; Habitat","score_opus":0.002678727673161219,"score_gpt":0.1740607835322762,"score_spread":0.17138205585911498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281478481","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":[0.9985376,0.00016341473,0.000024180476,0.0003133501,0.00014806139,0.00015471672,0.00023068684,0.000015966103,0.00041203844],"genre_scores_gemma":[0.9989912,0.000018147504,0.000063776315,0.000089664696,0.000019209601,0.00001630374,0.00013501135,0.000009046803,0.0006576353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990563,0.000056133733,0.00015262733,0.0002923969,0.00021481188,0.00022775978],"domain_scores_gemma":[0.999674,0.000058166104,0.00006111764,0.00013126271,0.0000031459558,0.00007228151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015292387,0.00013919627,0.00015757524,0.000022166541,0.0003298574,0.00007610307,0.00010543599,0.000046673096,0.0006541359],"category_scores_gemma":[0.000025537147,0.00012459504,0.000017419368,0.00016526904,0.0001049131,0.00013054807,0.0006565196,0.00020498746,0.000004992665],"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":[0.000091048205,0.000032228952,0.9875772,0.000022470189,0.000008048409,0.000029100729,0.0015878824,0.0017340018,0.00023842731,0.00061410596,0.0016125955,0.0064529064],"study_design_scores_gemma":[0.0004790966,0.000106911124,0.9847951,0.000008738302,0.000010476558,0.00011870035,0.0013185992,0.0039529298,0.000019327053,0.001251,0.0077350168,0.00020409335],"about_ca_topic_score_codex":0.0025381697,"about_ca_topic_score_gemma":0.04312851,"teacher_disagreement_score":0.04059034,"about_ca_system_score_codex":0.000084815125,"about_ca_system_score_gemma":0.000012192131,"threshold_uncertainty_score":0.9743319},"labels":[],"label_agreement":null},{"id":"W4281678090","doi":"10.3389/fbuil.2022.893664","title":"Experimental Study of Wave Attenuation Across an Artificial Salt Marsh","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; National Research Council Canada","funders":"Infrastructure Canada","keywords":"Marsh; Salt marsh; Vegetation (pathology); Hydrology (agriculture); Environmental science; Attenuation; Geology; Wave height; Flood myth; Geomorphology; Geotechnical engineering; Oceanography; Geography; Ecology; Wetland","score_opus":0.01726592426253667,"score_gpt":0.2426400418935325,"score_spread":0.22537411763099582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281678090","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":[0.9970669,0.000033727734,0.0013094981,0.000029101879,0.00054203614,0.0007611254,0.00005433703,0.000017763705,0.00018548022],"genre_scores_gemma":[0.99825525,0.000003476215,0.0011877583,0.000024260713,0.000024498602,0.00022584772,0.000047460195,0.0000277643,0.0002036684],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99763125,0.0002774265,0.00046742236,0.00051433546,0.0007414853,0.0003680523],"domain_scores_gemma":[0.9992298,0.0000118585085,0.00016948655,0.00049962004,0.0000010024364,0.00008826955],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006346084,0.00018292066,0.0002563842,0.00005713113,0.0002369148,0.00001607376,0.00032088388,0.00004114963,0.0015459774],"category_scores_gemma":[0.0000044881363,0.0002077445,0.00004957822,0.00016849807,0.0000987006,0.00018252523,0.0009784768,0.00018285759,0.000031825915],"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":[0.00043361037,0.010311484,0.68525666,0.000010043351,0.00004261533,0.00007238514,0.066394046,0.1926732,0.027481178,0.000009042795,0.0016238271,0.015691929],"study_design_scores_gemma":[0.0039969785,0.005782844,0.40860677,0.000010513886,0.000049022943,0.000030046049,0.41046366,0.15764582,0.006781848,0.0007774777,0.004616634,0.0012383993],"about_ca_topic_score_codex":0.00094238704,"about_ca_topic_score_gemma":0.00060708064,"teacher_disagreement_score":0.3440696,"about_ca_system_score_codex":0.0012165058,"about_ca_system_score_gemma":0.000004884185,"threshold_uncertainty_score":0.99936676},"labels":[],"label_agreement":null},{"id":"W4281874923","doi":"10.1002/wcc.792","title":"Mangrove forests under climate change in a 2°C world","year":2022,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":143,"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":"Advance Queensland; University of Waterloo; Macquarie University","keywords":"Mangrove; Climate change; Ecology; Subtropics; Ecosystem; Geography; Global warming; Intertidal zone; Environmental science; Global change; Ecological forecasting; Environmental resource management; Climatology; Biology","score_opus":0.05491177668819919,"score_gpt":0.31362600655603656,"score_spread":0.2587142298678374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281874923","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":[0.92084306,0.012081058,0.00003642557,0.006263046,0.0031568266,0.008922864,0.0012340908,0.00035521915,0.047107395],"genre_scores_gemma":[0.9825735,0.008020379,0.00012320557,0.0015926919,0.00032012694,0.0065620523,0.0002939259,0.00011286381,0.00040125518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961486,0.00036669467,0.0009435156,0.0008798331,0.00046083773,0.0012005058],"domain_scores_gemma":[0.9985159,0.00006235591,0.00040659413,0.00079999486,0.0000057936554,0.00020933423],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014482082,0.0004848738,0.0007740487,0.00028392076,0.0005505137,0.00005849982,0.0007943748,0.000066353066,0.0088009685],"category_scores_gemma":[0.000008428097,0.00044640014,0.00030520745,0.0011429623,0.000093858536,0.0006583645,0.010257631,0.0004963922,0.0024283219],"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":[0.00046737248,0.0011808589,0.80752975,0.0015213143,0.000028409539,0.0005875763,0.020036459,0.00032317376,0.00018181832,0.0012179475,0.010815944,0.15610941],"study_design_scores_gemma":[0.0029947245,0.0014812114,0.7420978,0.004664851,0.00016944109,0.00059101486,0.0049362597,0.045962803,0.000009212514,0.0043375366,0.18935461,0.0034005442],"about_ca_topic_score_codex":0.00025422501,"about_ca_topic_score_gemma":0.053171318,"teacher_disagreement_score":0.17853868,"about_ca_system_score_codex":0.0011237954,"about_ca_system_score_gemma":0.0000038336157,"threshold_uncertainty_score":0.9997988},"labels":[],"label_agreement":null},{"id":"W4281985665","doi":"10.1002/aps3.11474","title":"Using marsh organs to test seed recruitment in tidal freshwater marshes","year":2022,"lang":"en","type":"article","venue":"Applications in Plant Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"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 British Columbia","funders":"","keywords":"Marsh; Biology; Estuary; Salt marsh; Elevation (ballistics); Ecology; Fishery; Wetland","score_opus":0.05266940050481827,"score_gpt":0.2747579005133255,"score_spread":0.22208850000850722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281985665","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":[0.9957981,0.0000061332876,0.0003957844,0.00036942834,0.00005569509,0.00088895415,0.00022249864,0.000020657691,0.0022427272],"genre_scores_gemma":[0.99458885,0.000002759303,0.0044623916,0.00012049901,0.0000087374665,0.00061768974,0.000029625146,0.0000059085087,0.0001635564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987042,0.000041809486,0.00023166547,0.0003920495,0.00033440776,0.00029588182],"domain_scores_gemma":[0.9995826,0.000117957235,0.000047631987,0.00019196342,0.0000019368,0.000057915673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062109425,0.00009301944,0.00010278402,0.00014118312,0.0003476034,0.00003992195,0.0005170659,0.000018358262,0.00064856804],"category_scores_gemma":[0.000014917261,0.00008491515,0.000015042803,0.0013355402,0.00007447379,0.00011312782,0.0006062884,0.00009647814,0.00010774303],"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":[0.0000032306336,0.00015241183,0.93366015,0.0000026714304,6.6543345e-7,0.0000043559075,0.0004780818,0.058223877,0.0067308983,0.00019984317,0.00015641021,0.00038738965],"study_design_scores_gemma":[0.00057387864,0.00033997363,0.6190614,0.000045239212,0.000011482136,0.00013781198,0.0065750917,0.2679619,0.0014791016,0.0038375414,0.09903212,0.0009444488],"about_ca_topic_score_codex":0.0026863732,"about_ca_topic_score_gemma":0.04516166,"teacher_disagreement_score":0.31459874,"about_ca_system_score_codex":0.0004579932,"about_ca_system_score_gemma":0.000026390559,"threshold_uncertainty_score":0.97226167},"labels":[],"label_agreement":null},{"id":"W4282010194","doi":"10.1111/1365-2664.14232","title":"Tree species that ‘live slow, die older’ enhance tropical peat swamp restoration: Evidence from a systematic review","year":2022,"lang":"en","type":"review","venue":"Journal of Applied Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Department of Environment and Conservation","funders":"Japan Society for the Promotion of Science; European Outdoor Conservation Association; Research Institute for Humanity and Nature; Universiti Brunei Darussalam; Ministry of Environment; Kementerian Riset dan Teknologi /Badan Riset dan Inovasi Nasional; National Research Foundation Singapore; Sight Research UK; European Association of Zoos and Aquaria; Arcus Foundation; Ministry of Education, India; Badan Riset dan Inovasi Nasional; National Research Foundation; Natural Environment Research Council; UK Research and Innovation","keywords":"Seedling; Biology; Peat; Sowing; Swamp; Agronomy; Ecology","score_opus":0.036367756942546625,"score_gpt":0.2771832942294681,"score_spread":0.24081553728692145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282010194","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023322714,0.99392396,0.00019008684,0.00015105729,0.00087846484,0.002286357,0.00003688531,0.000021173302,0.0022788132],"genre_scores_gemma":[0.00032602288,0.99754614,0.00043295996,0.00020666627,0.00027873984,0.00036114754,0.000032487314,0.00005384311,0.0007620238],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99494827,0.00067207887,0.0023675878,0.0006025322,0.0009415416,0.00046798182],"domain_scores_gemma":[0.9933553,0.0019681957,0.0036776722,0.0007559047,0.000022764656,0.00022021207],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001150515,0.0005856261,0.0045034834,0.00013240089,0.00021232295,0.00007008563,0.0014242056,0.00030708488,0.0091442615],"category_scores_gemma":[0.0004186408,0.0004345604,0.0008279616,0.00032099657,0.0001406762,0.000257908,0.0008001225,0.0010714066,0.0010431609],"study_design_candidate":"systematic_review","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":[0.00012845774,0.00040382976,0.00043193746,0.8979514,0.0010269135,0.00087579427,0.00089477614,0.00008897595,0.000008584758,0.00008555806,0.021219937,0.07688384],"study_design_scores_gemma":[0.0004186653,0.0006001263,0.00075545127,0.35944068,0.0066364,0.0009892683,0.00042914736,0.00006092769,0.0000015084086,0.00024911633,0.62930477,0.0011139513],"about_ca_topic_score_codex":0.000021673288,"about_ca_topic_score_gemma":0.0013292752,"teacher_disagreement_score":0.6080848,"about_ca_system_score_codex":0.0018054119,"about_ca_system_score_gemma":0.00017501446,"threshold_uncertainty_score":0.99981064},"labels":[],"label_agreement":null},{"id":"W4283373914","doi":"10.1016/j.scitotenv.2022.156886","title":"Distribution of terrestrial organic material in intertidal and nearshore marine sediment due to debris flow response efforts","year":2022,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Université du Québec à Montréal","funders":"Coastal Fund, University of California, Santa Barbara; National Science Foundation","keywords":"Intertidal zone; Sediment; Benthic zone; Environmental science; Deposition (geology); Biogeochemical cycle; Debris; Oceanography; Organic matter; Total organic carbon; Terrestrial plant; Geology; Environmental chemistry; Ecology; Geomorphology","score_opus":0.0037934979910592644,"score_gpt":0.17897691456823223,"score_spread":0.17518341657717296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283373914","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":[0.99838316,0.000002320113,0.00003140925,0.0006700677,0.0003488046,0.00044543121,0.000075966935,0.0000040937493,0.000038744343],"genre_scores_gemma":[0.99975204,0.0000018015942,0.00007494859,0.000009256428,0.000011829214,0.000026283546,0.000005147012,0.0000067170677,0.00011195144],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983214,0.00017167033,0.00029925656,0.00027278563,0.00067874946,0.00025611484],"domain_scores_gemma":[0.9993403,0.00004902884,0.000120422126,0.0004200574,0.000001219798,0.00006900237],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016018439,0.000111039204,0.00015225109,0.00003139145,0.00022940787,0.000017368058,0.00057090656,0.000016793914,0.0009563504],"category_scores_gemma":[0.0000622931,0.00007276076,0.00004064498,0.0003224971,0.0005303402,0.000085034044,0.004525037,0.000100604026,0.000011881967],"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":[0.0024489732,0.000276772,0.0059745936,0.000010514347,0.0000105120735,0.000009679955,0.0017573687,0.33878043,0.6461905,0.000018523298,0.00014532205,0.004376767],"study_design_scores_gemma":[0.00076157326,0.00073130894,0.8906838,0.000023623945,0.000024093364,0.00012922456,0.0004621618,0.0470054,0.059548583,0.00017942506,0.00021867907,0.00023206905],"about_ca_topic_score_codex":0.0007212293,"about_ca_topic_score_gemma":0.00005998924,"teacher_disagreement_score":0.88470924,"about_ca_system_score_codex":0.0006482258,"about_ca_system_score_gemma":0.000021908718,"threshold_uncertainty_score":0.9999569},"labels":[],"label_agreement":null},{"id":"W4283719580","doi":"10.4000/vertigo.35668","title":"Les moteurs de la déforestation des mangroves urbaines du Grand Libreville (Gabon)","year":2022,"lang":"fr","type":"article","venue":"VertigO","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Forestry; Geography; Mangrove; Afforestation; Humanities; Art; Biology; Ecology","score_opus":0.006839776669779878,"score_gpt":0.21060525648823947,"score_spread":0.20376547981845958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283719580","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":[0.9779774,0.0027643375,0.00513242,0.00093519565,0.00053357787,0.00022743187,0.00013024754,0.000064331776,0.0122350585],"genre_scores_gemma":[0.9869968,0.00065715145,0.0018848742,0.00009625841,0.000086696935,0.000046295274,0.000035287932,0.000037485846,0.010159098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983216,0.00040271174,0.00024529404,0.00029625458,0.00031045557,0.00042369548],"domain_scores_gemma":[0.99935293,0.00019628557,0.00009010983,0.00021186109,0.0000068413674,0.0001419753],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000421492,0.00018961183,0.00016882198,0.00005170186,0.0006673673,0.00010091052,0.0002870277,0.00007112186,0.0036734699],"category_scores_gemma":[0.000076917386,0.0002038383,0.0001027363,0.00029912216,0.00032350738,0.00032209762,0.00046372152,0.00019412374,0.00018280957],"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":[0.00010869998,0.00024416257,0.845664,0.00021162725,0.00003219483,0.00010844515,0.003323293,0.03454165,0.0014333697,0.009198925,0.0075376094,0.09759603],"study_design_scores_gemma":[0.0008261729,0.0002825634,0.4898837,0.00008891963,0.000074467374,0.00029993846,0.0012493376,0.08994144,0.00027726998,0.011399972,0.40519443,0.00048177375],"about_ca_topic_score_codex":0.0050965683,"about_ca_topic_score_gemma":0.0026320054,"teacher_disagreement_score":0.39765683,"about_ca_system_score_codex":0.0005846737,"about_ca_system_score_gemma":0.000025268198,"threshold_uncertainty_score":0.9972373},"labels":[],"label_agreement":null},{"id":"W4283759163","doi":"10.1007/s10750-022-04925-6","title":"Invasive grass causes biotic homogenization in wetland birds in a Lake Erie coastal marsh","year":2022,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phragmites; Marsh; Wetland; Ecology; Habitat; Trophic level; Plant community; Homogenization (climate); Beta diversity; Environmental science; Biodiversity; Geography; Biology; Species richness","score_opus":0.00740226283734429,"score_gpt":0.19314105199796175,"score_spread":0.18573878916061745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283759163","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":[0.99786735,0.000014369951,0.000039377883,0.000075827964,0.00019057935,0.00034179614,0.00043877374,0.000046580342,0.0009853293],"genre_scores_gemma":[0.99918985,0.000017820139,0.00006112252,0.00008455949,0.000010808779,0.0000649914,0.00037993025,0.00001678934,0.00017410895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986577,0.00018118383,0.00029018993,0.00037139253,0.00014562867,0.0003539046],"domain_scores_gemma":[0.99957955,0.0000805556,0.000088764966,0.00019975308,0.0000031913949,0.000048214657],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033850162,0.00015428317,0.00019954894,0.00012200252,0.00010790419,0.000019689753,0.00025281482,0.00006757294,0.0019948478],"category_scores_gemma":[0.00007063233,0.00014945623,0.000037398047,0.00072633615,0.000079705664,0.000108030516,0.0007559416,0.0002061802,0.00014790644],"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":[0.000028287257,0.00009782647,0.965077,0.000009936652,0.0000038490252,0.00008570286,0.00018323466,0.026041694,0.007998211,0.000018982995,0.0002506631,0.00020462017],"study_design_scores_gemma":[0.0014151796,0.00034930577,0.9728227,0.00003195222,0.000010189838,0.0001053003,0.0006623675,0.015155073,0.00045951252,0.0004974373,0.007920267,0.0005706621],"about_ca_topic_score_codex":0.0014229555,"about_ca_topic_score_gemma":0.6868317,"teacher_disagreement_score":0.6854088,"about_ca_system_score_codex":0.00039825198,"about_ca_system_score_gemma":0.000024982222,"threshold_uncertainty_score":0.99891746},"labels":[],"label_agreement":null},{"id":"W4284668106","doi":"10.1016/j.ecss.2022.107974","title":"Contribution of belowground plant components to salt marsh soil volume","year":2022,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Salt marsh; Environmental science; Volume (thermodynamics); Marsh; Soil science; Hydrology (agriculture); Ecology; Geology; Wetland; Biology; Geotechnical engineering","score_opus":0.00620946435535015,"score_gpt":0.1938876060513191,"score_spread":0.18767814169596897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284668106","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":[0.99638325,0.000008049585,0.00066757237,0.00029663646,0.00027481047,0.0002512444,0.00009906493,0.000027589835,0.0019917772],"genre_scores_gemma":[0.99859864,0.0000037529524,0.00018498597,0.00009291574,0.000014057157,0.00002284971,0.00003492083,0.0000069804964,0.0010409091],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980384,0.000038463826,0.00027190053,0.00044688728,0.00079474185,0.0004095883],"domain_scores_gemma":[0.9993919,0.000030387664,0.00009564821,0.00022697082,0.000023118037,0.00023194621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007810285,0.00013482728,0.0001979546,0.00009119183,0.0006473089,0.00004974961,0.0004535453,0.000017069222,0.0005390078],"category_scores_gemma":[0.000055652756,0.00012875888,0.00003284838,0.00073215255,0.00038457112,0.00026136023,0.0031170067,0.00012441886,0.00007711564],"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":[0.00017973792,0.00031961303,0.86023986,0.00002222422,0.000008459874,0.00003449319,0.00077753654,0.0076124137,0.12096679,0.00089296786,0.0010048248,0.007941087],"study_design_scores_gemma":[0.0006140444,0.00061977614,0.93342674,0.00001533019,0.000010653072,0.00012806462,0.00030776826,0.05495318,0.0009917441,0.00050107104,0.008099957,0.00033165404],"about_ca_topic_score_codex":0.004448204,"about_ca_topic_score_gemma":0.0028928765,"teacher_disagreement_score":0.119975045,"about_ca_system_score_codex":0.0001792526,"about_ca_system_score_gemma":0.000031248954,"threshold_uncertainty_score":0.6724384},"labels":[],"label_agreement":null},{"id":"W4284988428","doi":"10.1002/eap.2706","title":"Tipping the balance: The role of seed density, abiotic filters, and priority effects in seed‐based wetland restoration","year":2022,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":23,"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":"Institute for Wetland and Waterfowl Research, Ducks Unlimited Canada; Utah Division of Wildlife Resources; U.S. Fish and Wildlife Service; Garden Club of America","keywords":"Native plant; Wetland; Introduced species; Propagule pressure; Restoration ecology; Phragmites; Propagule; Invasive species; Ecology; Sowing; Biomass (ecology); Plant community; Biology; Mesocosm; Dominance (genetics); Environmental science; Agronomy; Ecosystem; Ecological succession; Population; Biological dispersal","score_opus":0.003975419144032691,"score_gpt":0.19465487464607004,"score_spread":0.19067945550203735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284988428","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":[0.9963122,0.00003186219,0.00061851915,0.0010505785,0.00001926155,0.0009383494,0.00001217651,0.0000175445,0.0009994924],"genre_scores_gemma":[0.99926424,0.000002803394,0.00014749319,0.00014590782,0.000010367213,0.00038873212,0.00001259597,0.0000033743636,0.000024484483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992358,0.00015187741,0.00015315169,0.00018353645,0.00015108324,0.00012452788],"domain_scores_gemma":[0.9992827,0.00038361413,0.00008400539,0.00021755326,0.000004293475,0.000027844962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004292764,0.000066336994,0.000098355726,0.000014380277,0.00038089065,0.000017010185,0.00021702336,0.000031580705,0.00007464859],"category_scores_gemma":[0.000033392287,0.000041436208,0.000023396622,0.00028261053,0.00011033767,0.00003179923,0.0003735557,0.00016667732,0.00001667864],"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":[0.000012889855,0.00013139061,0.9862152,0.000011417495,0.0000029598812,8.09291e-7,0.0001851279,0.005373566,0.006491748,0.00078860286,0.00004231175,0.0007439983],"study_design_scores_gemma":[0.00015443689,0.00005076485,0.9301314,0.0000020026234,0.000005777876,0.000003326624,0.00012821036,0.064495765,0.00006749599,0.0026750553,0.0022328785,0.000052894597],"about_ca_topic_score_codex":0.00020686416,"about_ca_topic_score_gemma":0.0014483733,"teacher_disagreement_score":0.0591222,"about_ca_system_score_codex":0.00013945311,"about_ca_system_score_gemma":0.000011267815,"threshold_uncertainty_score":0.29295415},"labels":[],"label_agreement":null},{"id":"W4285011958","doi":"10.1029/2022wr032522","title":"Classifying Mixing Regimes in Ponds and Shallow Lakes","year":2022,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; Ducks Unlimited Canada","funders":"Water Resources Center, University of Minnesota; U.S. Forest Service; Macalester College; University of Missouri; University of Minnesota; Global Lake Ecological Observatory Network","keywords":"Stratification (seeds); Environmental science; Temperate climate; Waves and shallow water; Biogeochemical cycle; Convective mixing; Mixed layer; Hydrology (agriculture); Atmospheric sciences; Oceanography; Convection; Ecology; Geography; Geology; Meteorology","score_opus":0.03218854174961105,"score_gpt":0.27948535659491464,"score_spread":0.24729681484530358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285011958","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":[0.9732067,0.00007318196,0.0000030946098,0.00082613993,0.000029263208,0.00018625692,0.000005168713,0.000023680846,0.025646508],"genre_scores_gemma":[0.98903537,0.000010806893,0.000040396953,0.000028987975,0.00002163845,0.00007036147,0.000008214336,0.00001869561,0.010765553],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976558,0.000385758,0.00017522387,0.00038380045,0.00077445304,0.0006249586],"domain_scores_gemma":[0.99955153,0.00009266683,0.00001649316,0.00023670474,0.000004634718,0.00009798706],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019906256,0.00009320335,0.00012528565,0.000196737,0.00053881673,0.00011139817,0.00037069563,0.00003399638,0.0018759066],"category_scores_gemma":[0.000026965325,0.000072844145,0.000024899151,0.00034787157,0.0001440943,0.00012171388,0.0025731185,0.0004888768,0.00013746317],"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":[0.00014112346,0.000099200945,0.929962,0.00006601749,0.000010172785,0.00027294518,0.02294361,0.0039330106,0.033607483,0.000046450397,0.0009737838,0.007944248],"study_design_scores_gemma":[0.0015634162,0.00052221626,0.1706983,0.00008204348,0.0000060224893,0.00020478871,0.01701301,0.117777325,0.0013386299,0.0025537303,0.68748736,0.0007531723],"about_ca_topic_score_codex":0.0015611184,"about_ca_topic_score_gemma":0.0033335981,"teacher_disagreement_score":0.75926363,"about_ca_system_score_codex":0.00028175168,"about_ca_system_score_gemma":0.0000039249626,"threshold_uncertainty_score":0.9990365},"labels":[],"label_agreement":null},{"id":"W4285077315","doi":"10.1002/jeq2.20384","title":"Cold spots and cold moments: The potential for sediment freezing to depress denitrification in wetland sediments","year":2022,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Global Institute for Water Security, University of Saskatchewan","keywords":"Denitrification; Biogeochemical cycle; Environmental science; Nitrate; Biogeochemistry; Sediment; Wetland; Nitrification; Cycling; Temperate climate; Nitrogen cycle; Snowpack; Environmental chemistry; Hydrology (agriculture); Ecology; Chemistry; Nitrogen; Geology; Biology; Snow","score_opus":0.01116840093313288,"score_gpt":0.24398683104926536,"score_spread":0.23281843011613249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285077315","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":[0.99696,0.00007810686,0.0009303941,0.0007429078,0.00030127002,0.0007177174,0.00020426286,0.0000037249627,0.00006166108],"genre_scores_gemma":[0.99902475,0.00002004521,0.0003529487,0.00029647697,0.000049343806,0.000058341033,0.000009923392,0.000015232646,0.00017291008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798024,0.00024105195,0.00058428646,0.00024606416,0.0006884546,0.00025993367],"domain_scores_gemma":[0.99914277,0.00011175517,0.00039710742,0.00020317273,0.000003634143,0.00014156011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017698152,0.00014358354,0.00022388027,0.000060392875,0.00027704224,0.000037115475,0.00031429494,0.000034491983,0.0004888324],"category_scores_gemma":[0.000027790391,0.000120144156,0.00008161225,0.000118553,0.00005762132,0.00019498107,0.00050785637,0.0002121012,0.000009343162],"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":[0.0009674834,0.0011780577,0.48828492,0.000041103114,0.00010226776,0.000035159974,0.0011312173,0.048673406,0.45189354,0.000095459225,0.002980256,0.0046171346],"study_design_scores_gemma":[0.0034486314,0.0005529148,0.96361655,0.000019237857,0.000070549126,0.00009498274,0.0024968828,0.003625246,0.0036129593,0.00025979927,0.021840226,0.00036201908],"about_ca_topic_score_codex":0.00013066106,"about_ca_topic_score_gemma":0.00012443267,"teacher_disagreement_score":0.47533163,"about_ca_system_score_codex":0.00092341146,"about_ca_system_score_gemma":0.000008595664,"threshold_uncertainty_score":0.5352372},"labels":[],"label_agreement":null},{"id":"W4285164745","doi":"10.3354/meps14121","title":"Ocean warming and multiple source populations increase the threat of an invasive bryozoan to kelp beds in the northwest Atlantic Ocean","year":2022,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Dalhousie University","funders":"","keywords":"Kelp; Kelp forest; Biology; Ecology; Abundance (ecology); Climate change; Range (aeronautics); Context (archaeology); Arctic; Epiphyte; Biological dispersal; Ocean acidification; Population","score_opus":0.008260218173145943,"score_gpt":0.21372897610567296,"score_spread":0.205468757932527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285164745","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":[0.9977793,0.000008254996,5.2539724e-7,0.0012951917,0.000069017464,0.0006784259,0.000029729374,0.000023605946,0.000115960174],"genre_scores_gemma":[0.9993176,0.0000035744513,0.00019708736,0.00015123448,0.000015658798,0.000034808578,0.00013062215,0.000014665938,0.00013475126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987358,0.000284355,0.00025287323,0.00026830903,0.00018447849,0.0002741849],"domain_scores_gemma":[0.99930525,0.00018048938,0.000110791785,0.00033291554,0.000008047065,0.000062510844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048191383,0.00013939413,0.00018411764,0.00005809085,0.00056403683,0.00003470874,0.0004290037,0.00003271597,0.00017460197],"category_scores_gemma":[0.00008341052,0.0000970247,0.000028878792,0.00031839966,0.00026748131,0.00017385931,0.0017510247,0.00017284339,0.0000040361438],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007494011,0.00012843203,0.98935974,0.000015080205,0.000007495171,0.000029033681,0.0039417977,0.0052529424,0.000008297768,0.000067768466,0.000056390392,0.0010580906],"study_design_scores_gemma":[0.00026565033,0.0003875193,0.9893419,0.0000036176295,0.000019094996,0.00021028501,0.004972464,0.0037499517,0.000006898701,0.00033960812,0.0005844861,0.000118495416],"about_ca_topic_score_codex":0.011056882,"about_ca_topic_score_gemma":0.32149225,"teacher_disagreement_score":0.31043535,"about_ca_system_score_codex":0.00008550827,"about_ca_system_score_gemma":0.000015228301,"threshold_uncertainty_score":0.9955286},"labels":[],"label_agreement":null},{"id":"W4285216391","doi":"10.5751/es-13227-270232","title":"Socioeconomic determinants of mangrove exploitation and management in the Pangani River Estuary, Tanzania","year":2022,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"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":"Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Mangrove; Livelihood; Sustainable management; Geography; Business; Tanzania; Socioeconomics; Socioeconomic status; Environmental planning; Sustainability; Environmental resource management; Fishery; Ecology; Environmental science; Population; Environmental health; Agriculture","score_opus":0.0060932495577582235,"score_gpt":0.2072621558322864,"score_spread":0.2011689062745282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285216391","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":[0.99878967,0.000014854305,0.0000055140304,0.00017059257,0.000053718533,0.00017562365,0.0000066895286,0.0000031559362,0.0007801965],"genre_scores_gemma":[0.99920696,0.00010359365,0.00016962375,0.00029720645,0.0000036722251,0.000044932738,0.0000026013747,0.0000028963207,0.00016848624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995712,0.000059804763,0.00010106016,0.00012425396,0.000046879926,0.00009678332],"domain_scores_gemma":[0.999819,0.00005707778,0.000047900634,0.000064324,6.939253e-7,0.000011013305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003320711,0.00004550943,0.00007653384,0.0000067755254,0.00016295456,0.0000040656073,0.00007836656,0.000025062382,0.00023081012],"category_scores_gemma":[0.0000013181526,0.00003939266,0.000022942848,0.00003076154,0.00010678695,0.00005125445,0.00026906407,0.000064048225,0.000007686569],"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":[0.0000063945104,0.00004245694,0.982502,0.000018511822,0.000011153037,0.000005963437,0.013813854,0.00011285034,0.00003261187,0.0001924457,0.0009760931,0.0022857096],"study_design_scores_gemma":[0.0002678802,0.000059777445,0.983037,7.638279e-7,0.000008657656,0.000009447315,0.010758111,0.004560058,0.0000018342749,0.000914415,0.00033688062,0.00004517903],"about_ca_topic_score_codex":0.00009690444,"about_ca_topic_score_gemma":0.0011456631,"teacher_disagreement_score":0.004447208,"about_ca_system_score_codex":0.000069700356,"about_ca_system_score_gemma":0.000001832738,"threshold_uncertainty_score":0.2527209},"labels":[],"label_agreement":null},{"id":"W4285239076","doi":"10.1139/facets-2021-0175","title":"Temporal diversity patterns for fungi and mites associated with decaying <i>Sporobolus pumilus</i> (<i>Spartina patens</i>) in the Minas Basin, Nova Scotia","year":2022,"lang":"en","type":"article","venue":"FACETS","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Acadia University; Mount Saint Vincent University; Western University","funders":"","keywords":"Decomposer; Ecology; Biology; Species richness; Salt marsh; Ecosystem","score_opus":0.015098880166564892,"score_gpt":0.19893877216321315,"score_spread":0.18383989199664827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285239076","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":[0.99800307,0.000032484975,0.0001470472,0.00043791943,0.00009790819,0.00060093193,0.00030975908,0.000027771066,0.00034310966],"genre_scores_gemma":[0.9991411,0.0000024086971,0.00008853346,0.00044558846,0.00000926604,0.000026627209,0.00010623817,0.000015518808,0.00016470943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986215,0.000116565825,0.00017823154,0.00034059514,0.00036144134,0.00038161303],"domain_scores_gemma":[0.9994285,0.0001458352,0.0001572589,0.00019997249,0.000007991979,0.00006041934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006268186,0.00016027794,0.00019094271,0.000032172473,0.00048823393,0.0000453538,0.00030179325,0.000037236674,0.00018041681],"category_scores_gemma":[0.000036053334,0.00012478311,0.000043612177,0.00024770066,0.00005378298,0.00014154526,0.00092378,0.00016497166,0.000013534385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047931317,0.00008803198,0.9956791,0.00001247894,0.000010900226,0.000030373047,0.001305983,0.00095134584,0.00019530879,0.0000036674257,0.0013604895,0.00031440365],"study_design_scores_gemma":[0.00090975815,0.00019647255,0.9924857,0.000023853327,0.000029244058,0.000027417847,0.0022317632,0.0027945712,0.00006708625,0.00003682817,0.0009725804,0.00022470384],"about_ca_topic_score_codex":0.0068374565,"about_ca_topic_score_gemma":0.06147641,"teacher_disagreement_score":0.054638956,"about_ca_system_score_codex":0.0002081351,"about_ca_system_score_gemma":0.000009084665,"threshold_uncertainty_score":0.9997761},"labels":[],"label_agreement":null},{"id":"W4288422717","doi":"10.1126/science.abo7872","title":"Constraints on the adjustment of tidal marshes to accelerating sea level rise","year":2022,"lang":"en","type":"article","venue":"Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":168,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Saint Mary's University; Mara Renewables (Canada); Nova Scotia Department of Agriculture","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Marsh; Accretion (finance); Sea level rise; Sea level; Holocene; Elevation (ballistics); Oceanography; Sediment; Environmental science; Ecosystem; Estuary; Subsidence; Geology; Physical geography; Geography; Climate change; Wetland; Ecology; Geomorphology","score_opus":0.03509066463388528,"score_gpt":0.24077351053061066,"score_spread":0.2056828458967254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288422717","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":[0.97837484,0.0000031275783,0.0001663076,0.0005983968,0.00021361098,0.0002609491,0.00007918129,0.000011363794,0.0202922],"genre_scores_gemma":[0.9986629,4.750953e-7,0.0006148016,0.0003185189,0.000009728529,0.000030496247,7.418894e-7,0.000003874015,0.00035848885],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99854547,0.00004548605,0.00014299582,0.00026755533,0.0007418673,0.00025660195],"domain_scores_gemma":[0.9995075,0.000070539645,0.000061122526,0.00027076204,0.0000069879993,0.00008311678],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010294869,0.00007158863,0.000072673814,0.000034659533,0.00051496946,0.000028127784,0.0006771991,0.000007211638,0.0035848129],"category_scores_gemma":[0.000087572276,0.00005129094,0.000024801364,0.00059382664,0.00041005638,0.00009436074,0.0010421905,0.000092733615,0.00015963461],"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":[0.000094188894,0.00052351964,0.1878885,0.000027947051,0.000014847344,0.000024232979,0.0073850034,0.17016162,0.3177435,0.007885126,0.0076896567,0.30056185],"study_design_scores_gemma":[0.00041355984,0.0007560234,0.8949386,0.00004019521,0.0000099354875,0.000050853734,0.005891191,0.07497388,0.016196301,0.0008095717,0.0054110056,0.0005089149],"about_ca_topic_score_codex":0.00020234507,"about_ca_topic_score_gemma":0.000276446,"teacher_disagreement_score":0.7070501,"about_ca_system_score_codex":0.00027279096,"about_ca_system_score_gemma":0.00004230066,"threshold_uncertainty_score":0.997326},"labels":[],"label_agreement":null},{"id":"W4289261541","doi":"10.1371/journal.pclm.0000037","title":"ENSO-driven extreme oscillations in mean sea level destabilise critical shoreline mangroves—An emerging threat","year":2022,"lang":"en","type":"article","venue":"PLOS Climate","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"Department of the Environment, Australian Government; Australian Government","keywords":"Mangrove; Sea level; Shore; Oceanography; Tide gauge; Environmental science; Geography; Ecology; Geology; Biology","score_opus":0.07223196207668256,"score_gpt":0.27905943103824227,"score_spread":0.2068274689615597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289261541","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":[0.9938803,0.000014728084,0.00022940375,0.0005841519,0.00013205367,0.00029011793,0.00046670318,0.00009500404,0.004307559],"genre_scores_gemma":[0.99785256,0.000017996523,0.0016287419,0.0000914935,0.000034326866,0.00008187167,0.00015779863,0.000038377955,0.000096832984],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979494,0.00015256325,0.00037210042,0.00047473994,0.0004946418,0.0005565513],"domain_scores_gemma":[0.9992428,0.00012888749,0.000051011233,0.00040094834,0.000009734944,0.00016664759],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036066328,0.00017857949,0.00021099589,0.00008353188,0.00040892945,0.000042250977,0.0003024006,0.000039309703,0.0054568136],"category_scores_gemma":[0.00007290076,0.00018766083,0.000061368264,0.00032866688,0.000080873004,0.00031059666,0.0008780092,0.00023441699,0.00020406814],"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":[0.000066910514,0.00068206707,0.9225145,0.00006502849,0.0000107656715,0.000106434156,0.0027216834,0.06043879,0.0103318,0.0009414049,0.00018413251,0.0019364731],"study_design_scores_gemma":[0.00050996966,0.00014162913,0.12672602,0.000030868956,0.000036356963,0.000037817554,0.0019165013,0.8682695,0.000072683055,0.0011886171,0.00061434286,0.00045566933],"about_ca_topic_score_codex":0.00061342615,"about_ca_topic_score_gemma":0.020421956,"teacher_disagreement_score":0.80783075,"about_ca_system_score_codex":0.0004936043,"about_ca_system_score_gemma":0.000009300709,"threshold_uncertainty_score":0.9974528},"labels":[],"label_agreement":null},{"id":"W4289992894","doi":"10.1038/s41559-022-01842-8","title":"Humans pressure wetland multifunctionality","year":2022,"lang":"en","type":"letter","venue":"Nature Ecology & Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Wetland; Ecology; Biology","score_opus":0.004470908921073899,"score_gpt":0.20699536814963918,"score_spread":0.20252445922856527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289992894","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15354067,0.0016454275,0.0007813653,0.74676436,0.032454673,0.004345166,0.003316681,0.0010807648,0.056070875],"genre_scores_gemma":[0.7142919,0.000022978338,0.00020830831,0.21872039,0.0043079136,0.00042576814,0.0058956943,0.00012988239,0.05599717],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970439,0.00038105494,0.00036552313,0.0009373222,0.0006741326,0.0005980632],"domain_scores_gemma":[0.9988236,0.00018520276,0.00030989503,0.0005992099,0.00002249158,0.000059627295],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00043889854,0.00037881007,0.00041168142,0.00010698033,0.0005481642,0.000025996638,0.00053928717,0.0027840044,0.02984327],"category_scores_gemma":[0.000103688144,0.0003810181,0.00020218502,0.00025395723,0.00015852392,0.00015641023,0.0007183251,0.005862136,0.00089834287],"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":[0.000028318453,0.000043251628,0.13259946,0.000048195827,0.000065747634,0.000046732024,0.000021865333,0.0016698914,0.000025232155,0.000031855652,0.86538064,0.000038796425],"study_design_scores_gemma":[0.00023199312,0.00008035624,0.27649626,0.0000047306257,0.00010335657,0.000046041136,0.000007074788,0.0015524026,5.0424285e-7,0.0006401332,0.7205614,0.0002757949],"about_ca_topic_score_codex":0.0005556112,"about_ca_topic_score_gemma":0.0078696385,"teacher_disagreement_score":0.5607512,"about_ca_system_score_codex":0.0016581999,"about_ca_system_score_gemma":0.000051357958,"threshold_uncertainty_score":0.9998796},"labels":[],"label_agreement":null},{"id":"W4290547747","doi":"10.1002/ecy.3835","title":"Inconsistent response of taxonomic groups to space and environment in mediterranean and tropical pond metacommunities","year":2022,"lang":"en","type":"article","venue":"Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Agencia Estatal de Investigación; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España","keywords":"Metacommunity; Biological dispersal; Ecology; Mediterranean climate; Benthic zone; Temperate climate; Spatial ecology; Biology; Geography; Environmental science","score_opus":0.011455711582525263,"score_gpt":0.197941601576494,"score_spread":0.18648588999396873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290547747","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":[0.9975236,0.000030803425,0.000018471383,0.0017337637,0.00007601715,0.0002260758,0.000022448083,0.000004629372,0.0003641998],"genre_scores_gemma":[0.999146,0.000019786752,0.00043740091,0.00013013864,0.00000464824,0.00006620077,0.0000028244497,0.0000065148315,0.00018647159],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898815,0.00039307546,0.00019148173,0.00017668998,0.00008846388,0.00016214431],"domain_scores_gemma":[0.99945915,0.00025793893,0.000050147293,0.00016443744,6.233463e-7,0.00006770508],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043002344,0.000079512305,0.00019281922,0.00007774126,0.00008592765,0.000004722708,0.00011610533,0.00002854599,0.0012139677],"category_scores_gemma":[0.00002971145,0.00008239132,0.000016214528,0.00005429391,0.00013754837,0.00003687952,0.0012484036,0.00011640908,0.000015232085],"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":[0.0010069897,0.00015629476,0.9837903,0.000015673331,0.000018131392,0.000043427048,0.0036382074,0.0035891004,0.005569596,0.00031288536,0.00032605077,0.0015333901],"study_design_scores_gemma":[0.00046261802,0.0005798717,0.9898014,0.0000018230467,0.0000072736193,0.000057560537,0.0017900002,0.00184618,0.000031824682,0.00024832174,0.0050810785,0.000092018396],"about_ca_topic_score_codex":0.00027189343,"about_ca_topic_score_gemma":0.004866331,"teacher_disagreement_score":0.0060111755,"about_ca_system_score_codex":0.0002454617,"about_ca_system_score_gemma":0.0000057848288,"threshold_uncertainty_score":0.99969906},"labels":[],"label_agreement":null},{"id":"W4290756141","doi":"10.1002/aps3.11488","title":"Advances, applications, and prospects in aquatic botany","year":2022,"lang":"en","type":"article","venue":"Applications in Plant Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"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":"Biology; Botany","score_opus":0.007401708654585784,"score_gpt":0.22126701102795793,"score_spread":0.21386530237337215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290756141","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":[0.96333593,0.0009346962,0.003095043,0.0004797827,0.000051738996,0.002490056,0.000097644726,0.00006249814,0.029452609],"genre_scores_gemma":[0.99600756,0.00012445256,0.0013604548,0.000048009213,0.0000063258194,0.0023499972,0.000015274445,0.000004027943,0.00008391251],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988802,0.000033027318,0.00021082324,0.00039020414,0.0002733832,0.0002123692],"domain_scores_gemma":[0.99960625,0.00010527435,0.000070332004,0.00017662448,9.096347e-7,0.0000406239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005055171,0.00007947936,0.00009628439,0.00009675641,0.0003761107,0.00002826612,0.00036416724,0.000014901998,0.00010292941],"category_scores_gemma":[0.000007151367,0.00007595259,0.000009631372,0.0012129158,0.00018315604,0.00017945051,0.00032100873,0.00010610968,0.00003335862],"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":[0.0000032125322,0.00013003836,0.9698487,0.000010161045,5.2917324e-7,0.0000017320939,0.00023863289,0.0042648898,0.00027854103,0.009212407,0.000078422745,0.01593275],"study_design_scores_gemma":[0.0008737363,0.00019740539,0.42874932,0.000034311488,0.00001096567,0.00016387305,0.005380943,0.18322016,0.0000904232,0.09250558,0.2878407,0.0009325639],"about_ca_topic_score_codex":0.0004633073,"about_ca_topic_score_gemma":0.006089066,"teacher_disagreement_score":0.54109937,"about_ca_system_score_codex":0.00017712773,"about_ca_system_score_gemma":0.000016981663,"threshold_uncertainty_score":0.33978418},"labels":[],"label_agreement":null},{"id":"W4291214516","doi":"10.1038/s41598-022-18102-1","title":"Accelerated marsh erosion following the Deepwater Horizon oil spill confirmed, ameliorated by planting","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"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":"Fisheries and Oceans Canada; Gulf of Mexico Research Initiative; National Oceanic and Atmospheric Administration; U.S. Department of Commerce","keywords":"Marsh; Environmental science; Erosion; Deepwater horizon; Shore; Oil spill; Coastal erosion; Salt marsh; Vegetation (pathology); Hydrology (agriculture); Oceanography; Geology; Wetland; Ecology; Environmental engineering; Geotechnical engineering; Geomorphology","score_opus":0.009689929701274313,"score_gpt":0.20731437535903355,"score_spread":0.19762444565775925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291214516","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":[0.987931,0.000041237374,0.00005255708,0.00017352216,0.0069497777,0.00024261932,0.000018438759,0.00011544418,0.004475412],"genre_scores_gemma":[0.9894584,0.0000018540087,0.00005068163,0.00006283463,0.000023749926,0.000063460015,0.00034247147,0.000028150815,0.00996842],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99666727,0.00016210768,0.00058184855,0.0009002189,0.0011096953,0.00057886116],"domain_scores_gemma":[0.9986765,0.000039688166,0.00035564727,0.0007880091,0.000016643748,0.00012353243],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025785752,0.00020700532,0.00020349819,0.000063283405,0.0021506646,0.00050641334,0.00041391232,0.000048217684,0.0024009186],"category_scores_gemma":[0.000055462315,0.00015367653,0.00011970592,0.0010220282,0.0001455647,0.00022892808,0.0010635287,0.00026835024,0.00018142225],"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":[0.000036808353,0.00014425341,0.13958676,0.000019058498,0.000033351305,0.0011545162,0.0008520916,0.0056837862,0.72999257,0.0000057949464,0.11174877,0.010742249],"study_design_scores_gemma":[0.0014422612,0.00042295278,0.011360564,0.00012937227,0.00017084226,0.0025012528,0.0036218923,0.04800531,0.06552253,0.0018312895,0.86269075,0.0023009952],"about_ca_topic_score_codex":0.0009824217,"about_ca_topic_score_gemma":0.0005264851,"teacher_disagreement_score":0.750942,"about_ca_system_score_codex":0.0002750901,"about_ca_system_score_gemma":0.00003278043,"threshold_uncertainty_score":0.9991484},"labels":[],"label_agreement":null},{"id":"W4292648551","doi":"10.1002/jwmg.22301","title":"Hemi‐marsh concept prevails? Kaminski and Prince (1981) revisited","year":2022,"lang":"en","type":"article","venue":"Journal of Wildlife Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"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":"Marsh; Anas; Ecology; Waterfowl; Habitat; Vegetation (pathology); Wetland; Ecological succession; Biology; Geography","score_opus":0.004929131536394435,"score_gpt":0.19835347231496386,"score_spread":0.19342434077856943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292648551","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":[0.9703181,0.00036071357,0.0015683292,0.0027746425,0.0005103975,0.0006162743,0.000022972295,0.000030489484,0.023798076],"genre_scores_gemma":[0.99150544,0.00022880736,0.0016724762,0.0015357059,0.000076269724,0.00001172353,0.000004556803,0.000019338768,0.004945693],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982993,0.00010001461,0.00048142124,0.00021319393,0.0006729869,0.0002331094],"domain_scores_gemma":[0.9991735,0.00003321281,0.00041451826,0.00023292482,0.000009717871,0.00013608072],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007464026,0.00013726545,0.00023398406,0.00007958349,0.00019454212,0.000055767792,0.00037863126,0.000019031462,0.0012111438],"category_scores_gemma":[0.000017366929,0.00012571776,0.00008020527,0.0002504803,0.000055097713,0.00022998978,0.0012981227,0.00021581119,0.000031402287],"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":[0.00047572903,0.0009638042,0.38596603,0.00052609126,0.00054213713,0.0017237673,0.002649073,0.04241187,0.00048936624,0.0017703902,0.4396253,0.12285644],"study_design_scores_gemma":[0.0015267263,0.00047369523,0.10327586,0.00009669833,0.00013244184,0.00045197873,0.0012853162,0.0036141565,0.000012088505,0.0004623768,0.8883184,0.00035026553],"about_ca_topic_score_codex":0.000016307253,"about_ca_topic_score_gemma":0.000012116839,"teacher_disagreement_score":0.4486931,"about_ca_system_score_codex":0.00036104608,"about_ca_system_score_gemma":0.0000063393604,"threshold_uncertainty_score":0.99970186},"labels":[],"label_agreement":null},{"id":"W4293253457","doi":"10.1038/s41598-022-18667-x","title":"Fungal succession on the decomposition of three plant species from a Brazilian mangrove","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Mangrove; Rhizophora mangle; Biology; Ecological succession; Botany; Ecology; Plant community","score_opus":0.009940303057827254,"score_gpt":0.20472694688869947,"score_spread":0.1947866438308722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293253457","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":[0.9871865,0.000009738132,0.00009197258,0.00027376987,0.0029788616,0.00025955646,0.000097646356,0.00002312231,0.009078868],"genre_scores_gemma":[0.9981735,4.185474e-7,0.00005654679,0.00003260617,0.000024366505,0.00002337244,0.00015154056,0.000008117438,0.0015295465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807435,0.000070286274,0.00033293522,0.0004723538,0.0008580019,0.00019204963],"domain_scores_gemma":[0.9988962,0.00007653367,0.0002872251,0.00067948276,0.0000067906335,0.000053770887],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00093182153,0.00009883769,0.000119159784,0.000045794186,0.00069346436,0.00008876044,0.00026552434,0.000020474015,0.006958251],"category_scores_gemma":[0.000023932394,0.000068887646,0.00007530171,0.00030604255,0.00015753775,0.00010458022,0.0005785404,0.00012232871,0.00007250574],"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":[0.00012861451,0.00041057903,0.67519116,0.000015786802,0.000029298748,0.00070616655,0.0014435428,0.0109430915,0.2298056,0.000463051,0.077555455,0.003307642],"study_design_scores_gemma":[0.00040068396,0.0003442431,0.773342,0.00011892099,0.00005538156,0.0005784931,0.0018511047,0.03533355,0.046057805,0.04224222,0.09896899,0.00070656085],"about_ca_topic_score_codex":0.00076651253,"about_ca_topic_score_gemma":0.0033631714,"teacher_disagreement_score":0.1837478,"about_ca_system_score_codex":0.000180897,"about_ca_system_score_gemma":0.00001537765,"threshold_uncertainty_score":0.99394953},"labels":[],"label_agreement":null},{"id":"W4296401021","doi":"10.1007/s11852-022-00887-y","title":"Mapping mangrove alliances using historical data in Fiji","year":2022,"lang":"en","type":"article","venue":"Journal of Coastal Conservation","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Mangrove; Geography; Alliance; Elevation (ballistics); Remote sensing; River delta; Environmental science; Delta; Fishery; Mathematics","score_opus":0.05613461481352742,"score_gpt":0.25723474436989185,"score_spread":0.20110012955636444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296401021","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":[0.9927602,0.00006299098,0.004928237,0.0012967269,0.00045706547,0.00008186836,0.000023875054,0.000005137257,0.00038394536],"genre_scores_gemma":[0.99707747,0.000010020183,0.0023657486,0.00018799,0.000054220396,0.000001362807,0.000017581322,0.000008576923,0.00027701588],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986426,0.00010772118,0.00048077392,0.0001401413,0.00048368788,0.00014505863],"domain_scores_gemma":[0.9992507,0.000068284746,0.00042240112,0.00019509466,0.000015898822,0.000047633064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093975646,0.000075229116,0.00016351504,0.00008841085,0.00011239063,0.000023074823,0.00041683958,0.000021344866,0.0003827602],"category_scores_gemma":[0.00008813138,0.00007668068,0.000035869387,0.00034870242,0.000018519328,0.00059843034,0.0007681863,0.00022663752,0.0000055143773],"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":[0.00015517064,0.00015648946,0.9476984,0.00002129755,0.000016469283,0.00016502765,0.00067392975,0.027723165,0.008235792,0.00002883643,0.009059448,0.006065982],"study_design_scores_gemma":[0.0011926588,0.00025332038,0.29315656,0.00007673594,0.000020532132,0.0005778938,0.0016184808,0.5372208,0.000026878868,0.00077602506,0.16476072,0.00031938835],"about_ca_topic_score_codex":0.0019848733,"about_ca_topic_score_gemma":0.0041877413,"teacher_disagreement_score":0.65454185,"about_ca_system_score_codex":0.0014129016,"about_ca_system_score_gemma":0.00006254985,"threshold_uncertainty_score":0.41909558},"labels":[],"label_agreement":null},{"id":"W4297013707","doi":"10.21203/rs.3.rs-2048619/v1","title":"Priority areas to protect mangroves and maximise ecosystem services","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Environment and Climate Change Canada; Nature Conservancy of Canada; European Commission","keywords":"Mangrove; Mangrove ecosystem; Ecosystem services; Ecosystem; Environmental resource management; Business; Environmental science; Geography; Environmental protection; Fishery; Ecology; Biology","score_opus":0.023650405564731396,"score_gpt":0.3203715858482822,"score_spread":0.29672118028355077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297013707","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":[0.9839727,0.00016723736,0.00004365568,0.0006512619,0.000209365,0.0041196034,0.0006281325,0.00012327662,0.010084758],"genre_scores_gemma":[0.995884,0.00009109147,0.00035113396,0.000028265458,0.00010360264,0.0013540344,0.0001074224,0.00006123047,0.0020192193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99509275,0.000690644,0.00036642785,0.0012238665,0.0017678376,0.0008584917],"domain_scores_gemma":[0.99804765,0.00015318155,0.00010871623,0.0011334182,0.000045412562,0.00051159895],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024569158,0.00033984927,0.00042005637,0.00023802654,0.00056424603,0.00036479565,0.0010545189,0.00021845064,0.0028385944],"category_scores_gemma":[0.00009103773,0.00032539933,0.00010841225,0.0004959894,0.00006686517,0.00013327542,0.01572277,0.0013650961,0.00064072805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076739624,0.0007730889,0.87967294,0.03241076,0.00021772689,0.0008438361,0.011572177,0.01832188,0.0016253849,0.0003457742,0.0049004885,0.048548557],"study_design_scores_gemma":[0.0010756694,0.0012445138,0.72658974,0.0029374612,0.000050062336,0.00010090215,0.008877484,0.04814582,0.000242255,0.006208164,0.20219857,0.002329353],"about_ca_topic_score_codex":0.007053083,"about_ca_topic_score_gemma":0.03367765,"teacher_disagreement_score":0.19729808,"about_ca_system_score_codex":0.0012623667,"about_ca_system_score_gemma":0.00007207439,"threshold_uncertainty_score":0.99991983},"labels":[],"label_agreement":null},{"id":"W4301645316","doi":"10.47886/9781934874301.ch1","title":"Advancing an Ecosystem Approach in the Gulf of Maine","year":2012,"lang":"en","type":"book-chapter","venue":"American Fisheries Society eBooks","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Ecosystem services; Ecosystem; Environmental resource management; Ecosystem management; Millennium Ecosystem Assessment; Ecosystem valuation; Biodiversity; Business; Ecosystem health; Environmental planning; Geography; Ecology; Environmental science","score_opus":0.009837662949611066,"score_gpt":0.1962339862658903,"score_spread":0.18639632331627926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301645316","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046719138,0.000047856913,0.0005626737,0.00007062597,0.00011546401,0.0007525648,0.00014612822,0.000059616676,0.9515259],"genre_scores_gemma":[0.9298255,0.00008811856,0.0057087294,0.0005553247,0.00023332683,0.00008007316,0.00013824512,0.0001731421,0.063197546],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977992,0.00007948697,0.00056030223,0.0004846432,0.0005411604,0.000535191],"domain_scores_gemma":[0.9983229,0.000099683995,0.00058967515,0.00085572095,0.00001224335,0.000119796394],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00069548545,0.00042284798,0.0006762813,0.000023255065,0.0001239864,0.000035188645,0.00070390024,0.00017640567,0.00035518318],"category_scores_gemma":[0.0000061594433,0.00033332847,0.00033139018,0.00005824554,0.00070399523,0.00015085323,0.0003873478,0.00044291382,0.000037266633],"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":[0.00035914997,0.00092596805,0.1495864,0.002805995,0.0010963216,0.000073485025,0.20922059,0.0022988135,0.001601024,0.025866805,0.043160997,0.56300443],"study_design_scores_gemma":[0.0011380878,0.0012614072,0.010484492,0.00042554777,0.00039111162,0.00025678825,0.05549068,0.007824448,0.000032231306,0.003964637,0.9153652,0.003365345],"about_ca_topic_score_codex":0.0011010347,"about_ca_topic_score_gemma":0.0049707354,"teacher_disagreement_score":0.8883284,"about_ca_system_score_codex":0.0004014082,"about_ca_system_score_gemma":0.000029460565,"threshold_uncertainty_score":0.9999119},"labels":[],"label_agreement":null},{"id":"W4304140114","doi":"10.1155/2022/9693303","title":"Variation of Leaf Area Index (LAI) under Changing Climate: Kadolkele Mangrove Forest, Sri Lanka","year":2022,"lang":"en","type":"article","venue":"Advances in Meteorology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"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":"Faculty of Graduate Studies and Research, University of Alberta","keywords":"Mangrove; Leaf area index; Climate change; Ecosystem; Normalized Difference Vegetation Index; Environmental science; Geography; Precipitation; Climatology; Vegetation (pathology); Physical geography; Forestry; Ecology; Biology; Meteorology","score_opus":0.005384256349625952,"score_gpt":0.2216954511810262,"score_spread":0.21631119483140027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304140114","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":[0.9827206,0.00021287403,0.008710678,0.00012283602,0.0004401328,0.00022835979,0.000031395586,0.000028765167,0.007504338],"genre_scores_gemma":[0.9987985,0.000089100016,0.00072866114,0.00017744159,0.000018721526,0.00007462711,0.000031113774,0.000011928933,0.00006994121],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9986025,0.00014037723,0.0002893484,0.0002961701,0.00022200414,0.00044956678],"domain_scores_gemma":[0.99941653,0.0001344277,0.00018170162,0.00023127388,0.000004509368,0.000031560437],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060939323,0.000116019495,0.00022404721,0.00013617544,0.00012836218,0.0000046153013,0.0002573727,0.00005266474,0.0010927818],"category_scores_gemma":[0.000026990347,0.00012029766,0.000041518095,0.0004271043,0.00006694019,0.00024592035,0.0007003432,0.00017158074,0.00002595138],"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":[0.00012439497,0.000086622844,0.49511445,0.000031686952,0.000009242992,0.000014059151,0.0012713132,0.49532336,0.0009304062,0.0029734666,0.000010472747,0.0041105114],"study_design_scores_gemma":[0.0023958895,0.0009246284,0.613563,0.000025451416,0.00004655809,0.00012404114,0.006318521,0.31999347,0.00014252886,0.041611943,0.014126615,0.0007273532],"about_ca_topic_score_codex":0.00025983757,"about_ca_topic_score_gemma":0.0076099234,"teacher_disagreement_score":0.1753299,"about_ca_system_score_codex":0.0002291954,"about_ca_system_score_gemma":0.000006370478,"threshold_uncertainty_score":0.99982035},"labels":[],"label_agreement":null},{"id":"W4307824464","doi":"10.1101/2022.10.31.513536","title":"Historical use of coastal wetlands by small-scale fisheries in the Northern Gulf of California","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Victoria","funders":"National Oceanic and Atmospheric Administration; Arizona State University; Smithsonian Conservation Biology Institute; Instituto Tecnológico y de Estudios Superiores de Monterrey; David and Lucile Packard Foundation","keywords":"Wetland; Species richness; Fishing; Geography; Habitat; Ecosystem; Ecology; Trophic level; Fishery; Abundance (ecology); Resource (disambiguation); Environmental science; Biology","score_opus":0.012546452426128594,"score_gpt":0.17942210007975265,"score_spread":0.16687564765362406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307824464","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":[0.99684936,0.000082011466,0.0003283838,0.00013382877,0.00032380308,0.0005303433,0.001663009,0.00004570391,0.000043580825],"genre_scores_gemma":[0.9989998,0.00005089317,0.00063141,0.000032858843,0.000039179267,0.00013204882,0.0000026542061,0.000064405176,0.00004676384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99723804,0.00025547785,0.00080612476,0.0006345022,0.0006559165,0.00040991924],"domain_scores_gemma":[0.9980033,0.00014461213,0.00058246363,0.001111649,0.000045027504,0.00011293305],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007346022,0.00038368386,0.00062810734,0.000098433775,0.0001019588,0.00005540614,0.0009430195,0.0002504195,0.0005569589],"category_scores_gemma":[0.00011629313,0.0003382504,0.00017866038,0.00053161255,0.00017100219,0.00010810047,0.0015205516,0.0006391097,0.000025394656],"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":[0.00005504847,0.00031432667,0.9578459,0.00016873042,0.000029606294,0.00002009831,0.00006422989,0.0013340061,0.038756453,0.0000048467773,0.0014006086,0.0000061416295],"study_design_scores_gemma":[0.00070403895,0.00024814106,0.87385595,0.00016836956,0.00011144926,9.0112785e-8,0.00004466197,0.0022679905,0.0035153774,0.000002478038,0.11809193,0.0009895317],"about_ca_topic_score_codex":0.0081202295,"about_ca_topic_score_gemma":0.009785783,"teacher_disagreement_score":0.11669132,"about_ca_system_score_codex":0.00090935116,"about_ca_system_score_gemma":0.00010728811,"threshold_uncertainty_score":0.99990696},"labels":[],"label_agreement":null},{"id":"W4308160422","doi":"10.1007/s13157-022-01622-x","title":"Small Contribution of Schoenoplectus acutus (Emergent Macrophyte) to Nitrogen Removal from Wastewater Effluent Input to a Restored Prairie Wetland Complex","year":2022,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"Alberta Innovates; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Effluent; Wetland; Wastewater; Environmental science; Macrophyte; Denitrification; Aquatic plant; Biomass (ecology); Nutrient; Sewage treatment; Aquatic ecosystem; Constructed wetland; Nitrogen; Environmental chemistry; Hydrology (agriculture); Ecology; Environmental engineering; Chemistry; Biology; Geology","score_opus":0.013719913635640828,"score_gpt":0.2170874259613293,"score_spread":0.20336751232568848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308160422","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":[0.9950118,0.000020858657,0.0010320126,0.0010240221,0.00047675168,0.0009257692,0.00071020867,0.000068972295,0.0007295689],"genre_scores_gemma":[0.99688643,0.0000028655177,0.0015804308,0.00037406324,0.000100727964,0.00016265936,0.00056872645,0.000041679752,0.0002824101],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99724674,0.00019598364,0.0005827048,0.0006446261,0.00069841713,0.0006315092],"domain_scores_gemma":[0.99872136,0.00005671844,0.00016901128,0.00061811716,0.00003279232,0.00040202547],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004028283,0.00029418012,0.00045133368,0.00012285625,0.00032070538,0.000039521285,0.0005452528,0.00006735001,0.0030095703],"category_scores_gemma":[0.00007551624,0.00027886158,0.00013459481,0.000583809,0.00004278957,0.000066389926,0.0015067997,0.00020620205,0.00040038166],"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":[0.001624804,0.00031734534,0.48949668,0.000022531398,0.00012772578,0.00012854826,0.0016161745,0.013425593,0.47946194,0.00003658968,0.012053595,0.0016884935],"study_design_scores_gemma":[0.0065533626,0.003216702,0.44298607,0.000096674594,0.00023565927,0.00022629643,0.00065676245,0.017809678,0.04997299,0.000983777,0.47537932,0.0018827253],"about_ca_topic_score_codex":0.0041455636,"about_ca_topic_score_gemma":0.013949225,"teacher_disagreement_score":0.4633257,"about_ca_system_score_codex":0.00073482783,"about_ca_system_score_gemma":0.00003047596,"threshold_uncertainty_score":0.9999664},"labels":[],"label_agreement":null},{"id":"W4309312359","doi":"10.3390/w14223686","title":"A Vegetation Assessment of the Kearl Treatment Wetland following Exposure to Oil Sands Process-Affected Water","year":2022,"lang":"en","type":"article","venue":"Water","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Imperial Oil (Canada); Simon Fraser University","funders":"","keywords":"Wetland; Environmental science; Oil sands; Species richness; Vegetation (pathology); Plant community; Agronomy; Ecology; Biology; Geography; Medicine","score_opus":0.00517160917856938,"score_gpt":0.2233330791633397,"score_spread":0.21816146998477032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309312359","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":[0.9962672,0.0000029110743,0.00003191757,0.00035778715,0.00023876103,0.00022506008,0.000007816967,0.000019978297,0.0028485782],"genre_scores_gemma":[0.99731743,4.2709797e-7,0.000058016878,0.00005695323,0.000014252518,0.0001915239,0.00003296038,0.000014212627,0.002314224],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99891436,0.000091190595,0.00017325323,0.00021614831,0.00036001444,0.00024503923],"domain_scores_gemma":[0.99968475,0.000007592214,0.000027663933,0.00023054407,0.0000043003006,0.000045170873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002046027,0.000114176655,0.00013397702,0.000025119607,0.00022390268,0.000023103932,0.00017121981,0.00002115241,0.00071168167],"category_scores_gemma":[0.0000020292478,0.00005411464,0.00008922187,0.00009934818,0.000012575532,0.00007731578,0.00031776345,0.000060521754,0.000059607326],"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":[0.00004223061,0.00031586556,0.4278949,0.00006362146,0.00007596729,0.000016865235,0.011614485,0.08409513,0.471776,0.000003848446,0.00010831375,0.003992794],"study_design_scores_gemma":[0.004236026,0.0024493204,0.7502063,0.000089740446,0.00023082545,0.00004755188,0.0012419396,0.023629703,0.20213187,0.00029989693,0.014540908,0.0008959525],"about_ca_topic_score_codex":0.0002349449,"about_ca_topic_score_gemma":0.0008225732,"teacher_disagreement_score":0.32231137,"about_ca_system_score_codex":0.00031230928,"about_ca_system_score_gemma":0.0000073804845,"threshold_uncertainty_score":0.77924156},"labels":[],"label_agreement":null},{"id":"W4309587915","doi":"10.3390/ijerph192315446","title":"Canada Goldenrod Invasion Regulates the Effects of Soil Moisture on Soil Respiration","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":12,"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":"Jiangsu University Foundation; Government of Jiangsu Province; Jiangsu University; National Natural Science Foundation of China","keywords":"Soil respiration; Riparian zone; Environmental science; Respiration; Autotroph; Wetland; Soil carbon; Cycling; Agronomy; Water content; Carbon cycle; Ecology; Soil water; Ecosystem; Biology; Soil science; Botany; Habitat; Forestry","score_opus":0.018763458724231182,"score_gpt":0.27341702223860953,"score_spread":0.25465356351437834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309587915","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":[0.9806232,0.00021505404,0.000014492134,0.018238828,0.00028771817,0.00017106887,0.000062474865,0.0000015408921,0.00038566074],"genre_scores_gemma":[0.9983873,0.00029065306,0.000010974896,0.0007574492,0.00008135224,0.000008835332,0.00001588275,0.0000087317285,0.0004388574],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99654406,0.0004760938,0.00034934425,0.00015491128,0.0021981748,0.000277428],"domain_scores_gemma":[0.99888545,0.00044246836,0.00029246858,0.00014343306,0.000019200043,0.00021695443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021098203,0.00008378481,0.00013215501,0.00010929785,0.00034090725,0.00004472571,0.0005164047,0.000022043097,0.00040592364],"category_scores_gemma":[0.00019136384,0.000060692833,0.000038832823,0.00013250172,0.0001451858,0.00016118503,0.00057160546,0.00047277505,0.000003821216],"study_design_candidate":"observational","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":[0.0016458058,0.0040155947,0.30011174,0.00024318385,0.0004463951,0.00049069687,0.0043971413,0.01636623,0.041574694,0.0017053226,0.21892838,0.4100748],"study_design_scores_gemma":[0.0021807954,0.005259925,0.78873646,0.000109523964,0.0000060454618,0.00039090097,0.0032919503,0.0022496,0.0014595543,0.0013525259,0.19470808,0.00025464635],"about_ca_topic_score_codex":0.12171826,"about_ca_topic_score_gemma":0.21137126,"teacher_disagreement_score":0.4886247,"about_ca_system_score_codex":0.0018870226,"about_ca_system_score_gemma":0.00035718776,"threshold_uncertainty_score":0.8841303},"labels":[],"label_agreement":null},{"id":"W4310437659","doi":"10.1371/journal.pone.0259033","title":"Rapid carbon accumulation at a saltmarsh restored by managed realignment exceeded carbon emitted in direct site construction","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":22,"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":"Manchester Metropolitan University","keywords":"Carbon fibers; Environmental science; Salt marsh; Ecology; Materials science; Biology; Composite material","score_opus":0.021626649095522983,"score_gpt":0.19724964482810634,"score_spread":0.17562299573258336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310437659","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":[0.9860443,0.000049289647,0.00000160529,0.00016552831,0.00009220297,0.00065713556,0.000056419012,0.00009572342,0.012837807],"genre_scores_gemma":[0.9983063,0.000036533787,0.00015281462,0.00005016672,0.000021221289,0.00015825397,0.00023965776,0.000029192304,0.001005893],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99790484,0.0002535016,0.000346039,0.00046497837,0.00071146555,0.00031916582],"domain_scores_gemma":[0.99934256,0.000055106808,0.0001702158,0.00034291443,0.000004989498,0.000084239546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041404399,0.00016792385,0.0002617073,0.000091669084,0.00016562335,0.000018096383,0.00015334495,0.000058842117,0.00047226402],"category_scores_gemma":[0.00003207866,0.00019777157,0.000036458136,0.00043814085,0.0000453358,0.00007825104,0.00051414245,0.0001792483,0.000019667787],"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":[0.00033060941,0.0006602663,0.7099976,0.000052598618,0.000060749968,0.000023528344,0.00088813034,0.0027964327,0.28369388,0.0000039689207,0.00037602367,0.0011162452],"study_design_scores_gemma":[0.0044086413,0.00061326096,0.43908903,0.00016904877,0.00024713334,0.000027050437,0.0008504954,0.5327469,0.018634748,0.00026189297,0.0016240604,0.0013277127],"about_ca_topic_score_codex":0.006913954,"about_ca_topic_score_gemma":0.006115821,"teacher_disagreement_score":0.5299505,"about_ca_system_score_codex":0.0023094038,"about_ca_system_score_gemma":0.000007039093,"threshold_uncertainty_score":0.9996991},"labels":[],"label_agreement":null},{"id":"W4311092988","doi":"10.3389/fevo.2022.1000075","title":"Patch-level processes of vegetation underlying site-level restoration patterns in a megatidal salt marsh","year":2022,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Employment and Social Development Canada; Natural Resources Canada; Mitacs; Environment and Climate Change Canada; Natural Sciences and Engineering Research Council of Canada; University of New Brunswick","keywords":"Spartina alterniflora; Salt marsh; Spartina; Marsh; Ecology; Halophyte; Biology; Vegetation (pathology); Environmental science; Colonization; Wetland; Salinity","score_opus":0.017110337393209874,"score_gpt":0.21984879593009102,"score_spread":0.20273845853688113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311092988","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":[0.9842239,0.000065879205,0.014866973,0.00008737751,0.0003660614,0.00024173094,0.000037097197,0.000009340942,0.000101630336],"genre_scores_gemma":[0.998269,0.000022178747,0.0014839458,0.000022867087,0.000006319126,0.00007165743,0.0000592881,0.000006653885,0.000058076075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905086,0.00014618583,0.000264514,0.00021872218,0.00013873518,0.00018098188],"domain_scores_gemma":[0.99971855,0.000040072086,0.00013061061,0.000079685415,0.0000074281097,0.00002363441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039416234,0.000080557395,0.00014809227,0.00014624254,0.00013185006,0.0000055763107,0.00007825242,0.00006976433,0.00003162064],"category_scores_gemma":[0.000059931925,0.0000940391,0.000013518984,0.00030605556,0.000051947893,0.00024118989,0.00013413963,0.00014180645,0.0000029104428],"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":[0.00006220749,0.00006868732,0.97660834,0.000075679316,0.000003290622,0.0000033535214,0.0011432153,0.020391038,0.00021086387,0.00002888373,0.00012596932,0.0012784873],"study_design_scores_gemma":[0.00044990482,0.000107878346,0.9324372,0.000015989544,0.0000053614963,0.000006031715,0.0011543735,0.0632823,0.000009076957,0.0024236545,0.000020152213,0.000088110966],"about_ca_topic_score_codex":0.0014558693,"about_ca_topic_score_gemma":0.08760712,"teacher_disagreement_score":0.08615125,"about_ca_system_score_codex":0.0007339131,"about_ca_system_score_gemma":0.00003689338,"threshold_uncertainty_score":0.9290417},"labels":[],"label_agreement":null},{"id":"W4311240448","doi":"10.1016/j.marpolbul.2022.114463","title":"Alterations in hydrological variables and substrate qualities and its impacts on a critical conservation reserve in the southwest coast of India","year":2022,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":33,"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":"Environmental science; Habitat; Biodiversity; Ecosystem; Sediment; Nature reserve; Water quality; Salinity; Substrate (aquarium); Natural (archaeology); Climate change; Ecology; Hydrology (agriculture); Environmental protection; Geography; Geology","score_opus":0.016319180553421367,"score_gpt":0.23644403738467662,"score_spread":0.22012485683125527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311240448","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":[0.99029493,0.000016112386,0.000009821245,0.00840722,0.000021103508,0.0001910411,0.00008983758,0.000006561373,0.00096339796],"genre_scores_gemma":[0.99933803,0.000008859121,0.000052123414,0.00046569124,0.0000067927645,0.000045731118,0.000031046493,0.0000038841863,0.000047814396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885017,0.0003803482,0.0002516724,0.00016901137,0.00018792736,0.0001608955],"domain_scores_gemma":[0.99952954,0.00029020675,0.000052345018,0.000090501846,0.0000044316275,0.000032962216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097535277,0.00007930673,0.000115041796,0.000060820483,0.00013335337,0.000027201817,0.000083151856,0.000032773234,0.0007568126],"category_scores_gemma":[0.00024357061,0.000064605476,0.000012060444,0.00018027076,0.00008745044,0.000043271757,0.00030368613,0.00016497035,0.000006477199],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003255991,0.00031841797,0.9506756,0.000051815496,0.0000044172507,0.000031882573,0.0033781717,0.005050278,0.0007137597,0.038884245,0.0004468143,0.00011896833],"study_design_scores_gemma":[0.0005021154,0.00023542806,0.9828367,0.000013401234,0.0000040088453,0.00004054793,0.0018606946,0.010979081,0.000016908434,0.0029747523,0.00044521008,0.000091131486],"about_ca_topic_score_codex":0.008746563,"about_ca_topic_score_gemma":0.018053543,"teacher_disagreement_score":0.035909493,"about_ca_system_score_codex":0.00006868039,"about_ca_system_score_gemma":0.0000092022765,"threshold_uncertainty_score":0.9998644},"labels":[],"label_agreement":null},{"id":"W4311492096","doi":"10.1007/s11852-022-00918-8","title":"Phenology impact on mangrove area estimation pre- and post a cyclone in Fiji using Sentinel-1 imagery","year":2022,"lang":"en","type":"article","venue":"Journal of Coastal Conservation","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Mangrove; Phenology; Environmental science; Vegetation (pathology); Cyclone (programming language); Tropical cyclone; Canopy; Land cover; Growing season; Climatology; Physical geography; Geography; Ecology; Biology; Land use; Geology","score_opus":0.010433998561920666,"score_gpt":0.24435330764084365,"score_spread":0.23391930907892297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311492096","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":[0.997518,0.000012671419,0.0014254423,0.00058121275,0.00010957153,0.00013475658,0.000028640148,0.0000063588936,0.00018334485],"genre_scores_gemma":[0.9991254,0.0000039136526,0.000562457,0.00020475812,0.000018000908,0.0000027656145,0.000019050363,0.000010673829,0.000052956315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887216,0.00012180305,0.0004124474,0.00012615592,0.00030595434,0.00016149931],"domain_scores_gemma":[0.9992839,0.00011036297,0.00043463818,0.00009051862,0.00002461225,0.0000559426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005108489,0.00011093014,0.00019094859,0.00015409608,0.00011012403,0.000034756817,0.00009090946,0.000032039658,0.0002324218],"category_scores_gemma":[0.00008718649,0.00010090836,0.0000557322,0.00022819322,0.000040711242,0.00040490265,0.00020495987,0.00022982922,0.0000035102528],"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":[0.001058095,0.00021455679,0.68989617,0.000020474361,0.00002674689,0.00011518711,0.000823865,0.23509963,0.06803143,0.000025790627,0.00028824699,0.004399838],"study_design_scores_gemma":[0.0005789573,0.000293232,0.660263,0.000025694444,0.000013149472,0.0004952058,0.00021053474,0.33766747,0.000041060048,0.00027801958,0.000045358815,0.000088304005],"about_ca_topic_score_codex":0.0012270556,"about_ca_topic_score_gemma":0.000675834,"teacher_disagreement_score":0.102567844,"about_ca_system_score_codex":0.0003416816,"about_ca_system_score_gemma":0.000039654642,"threshold_uncertainty_score":0.41149232},"labels":[],"label_agreement":null},{"id":"W4311680989","doi":"10.22215/etd/2022-15262","title":"Investigating changes in Mangrove cover and conservation policy in the protected area of Yum Balam, Mexico, 1981-2020","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Carleton University","funders":"Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional; U.S. Geological Survey; Comisión Nacional de Áreas Naturales Protegidas; Secretaría de Medio Ambiente y Recursos Naturales; Comisión Nacional para el Conocimiento y Uso de la Biodiversidad, Gobierno de México; Instituto Politécnico Nacional; United Nations Educational, Scientific and Cultural Organization","keywords":"Mangrove; Geography; Tourism; Endangered species; Land cover; Plan (archaeology); Government (linguistics); Land use; Period (music); Environmental protection; Environmental resource management; Environmental planning; Forestry; Agroforestry; Ecology; Environmental science; Habitat","score_opus":0.009681221345928338,"score_gpt":0.2296993373842609,"score_spread":0.22001811603833257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311680989","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":[0.9804536,0.000020037169,0.0000041470985,0.0012852171,0.000052295647,0.0010110848,0.0000435225,0.000013846375,0.017116236],"genre_scores_gemma":[0.99537593,0.000031675365,0.00011160165,0.00042405166,0.000015039816,0.0002622277,0.0006675686,0.000019934743,0.003091946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871266,0.00014176911,0.00032326655,0.00028734282,0.0003445245,0.00019041395],"domain_scores_gemma":[0.99942964,0.00010983034,0.00024509366,0.00017866874,0.000005853684,0.00003093228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040127154,0.0001751483,0.000230737,0.00012646335,0.000059186983,0.000026841542,0.00021086332,0.000115249066,0.0008710155],"category_scores_gemma":[0.00017189857,0.00014114194,0.000023901948,0.00071354164,0.0000483091,0.000095468466,0.00013169632,0.00026606608,0.000009337212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119076554,0.00020386832,0.93756366,0.0010840644,0.000029709588,0.000026424541,0.028016048,0.0018471176,0.022445561,0.0011023913,0.002036869,0.0055251988],"study_design_scores_gemma":[0.00057538855,0.0001176809,0.95133144,0.00020879072,0.000014924705,0.0000103944485,0.010051359,0.034389146,0.0004920821,0.0011965726,0.0012621572,0.00035004906],"about_ca_topic_score_codex":0.03176749,"about_ca_topic_score_gemma":0.3169308,"teacher_disagreement_score":0.2851633,"about_ca_system_score_codex":0.00020038056,"about_ca_system_score_gemma":0.000037772443,"threshold_uncertainty_score":0.97468007},"labels":[],"label_agreement":null},{"id":"W4311785705","doi":"10.5194/bg-19-5751-2022","title":"Quantification of blue carbon in salt marshes of the Pacific coast of Canada","year":2022,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; Parks Canada; Simon Fraser University","funders":"Parks Canada; Commission for Environmental Cooperation","keywords":"Salt marsh; Marsh; Blue carbon; Oceanography; Environmental science; Context (archaeology); Peat; Wetland; Geography; Ecology; Geology; Carbon sequestration; Carbon dioxide; Biology","score_opus":0.007668900333242424,"score_gpt":0.18188952752929666,"score_spread":0.17422062719605425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311785705","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":[0.99838954,0.00002046543,0.0000040446403,0.00011508431,0.00022950665,0.000112885806,0.00010802292,0.0000016302093,0.0010187903],"genre_scores_gemma":[0.9998527,0.0000033372166,0.00002073259,0.0000041178705,0.0000016533673,0.0000058377655,0.0000019353283,0.0000019419074,0.0001077052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989448,0.00007071295,0.00024863766,0.00013965653,0.00047794645,0.00011823542],"domain_scores_gemma":[0.9995239,0.000043179127,0.00021231791,0.00019647756,0.000005610019,0.000018553392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045263465,0.00004683112,0.00010639953,0.00003121586,0.000068211004,0.000002416034,0.00040528184,0.0000107208725,0.00007809956],"category_scores_gemma":[0.000032592474,0.000034229968,0.000023816536,0.0007110944,0.00020327597,0.000031872754,0.00026916913,0.00003765864,1.6656192e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069736725,0.000036921097,0.96445644,0.000014504841,8.99968e-7,2.6621396e-7,0.00038042138,0.003157444,0.03147876,0.000086747226,0.000057063393,0.00032353812],"study_design_scores_gemma":[0.000079110614,0.00006841319,0.96586555,0.000015362033,0.0000031955587,0.0000023884988,0.00550043,0.01399279,0.013690159,0.00010614815,0.00060373347,0.000072711926],"about_ca_topic_score_codex":0.78069115,"about_ca_topic_score_gemma":0.93285906,"teacher_disagreement_score":0.15216793,"about_ca_system_score_codex":0.00010744294,"about_ca_system_score_gemma":0.00011136825,"threshold_uncertainty_score":0.22076927},"labels":[],"label_agreement":null},{"id":"W4311932003","doi":"10.1016/j.scitotenv.2022.160913","title":"Relationships between denitrification rates and functional gene abundance in a wetland: The roles of single- and multiple-species plant communities","year":2022,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Denitrification; Phragmites; Environmental science; Wetland; Denitrifying bacteria; Agronomy; Nitrate; Environmental chemistry; Ecology; Chemistry; Biology; Nitrogen","score_opus":0.03013078937883695,"score_gpt":0.1882681619870618,"score_spread":0.15813737260822486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311932003","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":[0.9985746,0.000106447515,0.000043039672,0.00076059945,0.000035635338,0.00025417635,0.00007061653,0.0000031752595,0.00015172146],"genre_scores_gemma":[0.99968445,0.00003533738,0.000058521087,0.000004969885,0.0000069626226,0.000017632437,0.0000057909206,0.0000041475264,0.0001821726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879164,0.00022848876,0.00022158136,0.00013711289,0.00048088082,0.0001402783],"domain_scores_gemma":[0.99909645,0.0003705752,0.00017100222,0.00033352623,0.0000023389553,0.000026089656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013530371,0.00008212937,0.00010168811,0.000032936507,0.0009100082,0.000021611255,0.0004005003,0.00001472933,0.00006264825],"category_scores_gemma":[0.000037545386,0.000046110283,0.000023196204,0.00020695012,0.001706155,0.00011977677,0.0010881942,0.00018062294,0.000002092668],"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":[0.00006971008,0.00011964212,0.41702557,0.000011600077,0.000013033253,2.4081578e-7,0.010837927,0.38186353,0.18903753,0.00042645805,0.000022072882,0.0005726805],"study_design_scores_gemma":[0.00017308247,0.000047270823,0.9627719,0.000009052357,0.000012173012,0.000018768063,0.0064223916,0.025383027,0.0044754706,0.0005695698,0.000050518913,0.000066808505],"about_ca_topic_score_codex":0.00034429558,"about_ca_topic_score_gemma":0.00034103473,"teacher_disagreement_score":0.5457463,"about_ca_system_score_codex":0.00015116693,"about_ca_system_score_gemma":0.000009670608,"threshold_uncertainty_score":0.6999139},"labels":[],"label_agreement":null},{"id":"W4313325371","doi":"10.1007/s11273-022-09902-3","title":"Phragmites australis invasion and herbicide-based control changes primary production and decomposition in a freshwater wetland","year":2022,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Nature Conservancy of Canada; Mitacs; Nature Conservancy; Ontario Ministry of Natural Resources and Forestry; Ministry of Natural Resources","keywords":"Phragmites; Wetland; Biomass (ecology); Primary production; Plant community; Plant litter; Vegetation (pathology); Ecosystem; Environmental science; Litter; Agronomy; Invasive species; Ecology; Productivity; Biology; Ecological succession","score_opus":0.005541444311794688,"score_gpt":0.1970366281856013,"score_spread":0.19149518387380662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313325371","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":[0.9951504,0.0000501655,0.000053820666,0.0031479078,0.00012322585,0.00064514886,0.000020116013,0.00002427889,0.0007849235],"genre_scores_gemma":[0.99837047,0.0001649176,0.00019962668,0.00059686747,0.00001582348,0.0002333808,0.00006759879,0.000008806697,0.000342489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901223,0.000116110044,0.00015046957,0.00038386486,0.000113904265,0.00022342475],"domain_scores_gemma":[0.9997369,0.000037618098,0.000059603484,0.000110229514,0.0000024061644,0.000053260326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042004112,0.00012787331,0.00017159764,0.00011623125,0.00023992691,0.00002550276,0.000058808724,0.000043955934,0.00020002],"category_scores_gemma":[0.0000047053736,0.00011964115,0.000011811936,0.00009852241,0.00007737817,0.00008895467,0.00027430322,0.00010486021,0.0000035532642],"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":[0.0002560869,0.00011675889,0.9906003,0.00015354014,0.000024167965,0.00005882235,0.00020836458,0.0015945829,0.0023903078,0.00007402807,0.0011290221,0.0033940137],"study_design_scores_gemma":[0.0017946665,0.00034061866,0.98752576,0.000022397244,0.000045927816,0.00005718298,0.0001555361,0.004408388,0.00006842637,0.00048666744,0.0049008415,0.00019358659],"about_ca_topic_score_codex":0.00021249878,"about_ca_topic_score_gemma":0.046320047,"teacher_disagreement_score":0.04610755,"about_ca_system_score_codex":0.00012234521,"about_ca_system_score_gemma":0.0000024721462,"threshold_uncertainty_score":0.97108215},"labels":[],"label_agreement":null},{"id":"W4313682207","doi":"10.1101/2023.01.02.522332","title":"Carbon Burial in Sediments below Seaweed Farms","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; King Abdullah University of Science and Technology; Ministerio de Ciencia e Innovación; ClimateWorks Foundation; LifeWatch – Niclas Öberg Foundation; World Wildlife Fund","keywords":"Ton; Sediment; Total organic carbon; Environmental science; Carbon fibers; Algae; Animal science; Geography; Environmental chemistry; Ecology; Geology; Chemistry; Biology; Mathematics; Archaeology","score_opus":0.01193742099003436,"score_gpt":0.2050417853882458,"score_spread":0.19310436439821144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313682207","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":[0.9947295,0.000050437826,0.0000869508,0.00017560956,0.003084052,0.0010361423,0.00019897021,0.00050078967,0.0001375101],"genre_scores_gemma":[0.9984153,0.000055397533,0.0005934209,0.00006327013,0.00034813306,0.00024787328,0.0000011258678,0.00019014304,0.00008532596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99598145,0.00015446555,0.00073376735,0.0014148009,0.0007823135,0.00093320396],"domain_scores_gemma":[0.99789965,0.00006194415,0.00034767124,0.0013294376,0.000034854227,0.00032643482],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009260654,0.00064804923,0.0006679787,0.00025715935,0.00010477885,0.00016119752,0.0008971493,0.0006395509,0.00016359451],"category_scores_gemma":[0.00013077985,0.0007184797,0.00015314789,0.0008534874,0.00011847326,0.00013898418,0.0025698242,0.00089421746,0.0008328771],"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":[0.00010453003,0.00036577342,0.70662194,0.0004876973,0.00015872855,0.0005073718,0.00006418073,0.008953243,0.28201672,0.00005232111,0.0006562733,0.000011229186],"study_design_scores_gemma":[0.0018296059,0.000089456524,0.9407586,0.00069361925,0.00010742835,2.9469657e-8,0.000009880293,0.03623617,0.014593576,0.000017124781,0.0035771998,0.0020873356],"about_ca_topic_score_codex":0.0070014307,"about_ca_topic_score_gemma":0.0012244083,"teacher_disagreement_score":0.26742315,"about_ca_system_score_codex":0.0014079978,"about_ca_system_score_gemma":0.00014289701,"threshold_uncertainty_score":0.9999451},"labels":[],"label_agreement":null},{"id":"W4313825849","doi":"10.1016/j.tplants.2022.12.013","title":"Global change and plant-ecosystem functioning in freshwaters","year":2023,"lang":"en","type":"review","venue":"Trends in Plant Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Chinese Academy of Sciences; European Commission","keywords":"Ecosystem; Biodiversity; Freshwater ecosystem; Ecosystem services; Biology; Ecology; Environmental resource management; Global change; Key (lock); Terrestrial ecosystem; Environmental change; Climate change; Environmental science","score_opus":0.07707097209127513,"score_gpt":0.29602648527606185,"score_spread":0.21895551318478673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313825849","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033719845,0.92360467,0.000020648193,0.00009482155,0.005675063,0.0025210937,0.012767904,0.0005488583,0.021047112],"genre_scores_gemma":[0.009798928,0.9889924,0.000069174646,0.000016755841,0.00008254014,0.00021058621,0.0003504733,0.000035229856,0.0004439159],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970367,0.00008646495,0.00060330605,0.00095165457,0.0005665303,0.00075536256],"domain_scores_gemma":[0.99918646,0.00009497199,0.00021101342,0.00033636633,0.0000022936401,0.0001688832],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012525073,0.00036356607,0.0008493951,0.0006373803,0.00014359476,0.00011767349,0.0006915198,0.00016481572,0.00010252919],"category_scores_gemma":[0.000030658375,0.00029606602,0.00007398596,0.0037003383,0.00019113033,0.00039634414,0.0008595892,0.00023657562,0.00029824517],"study_design_candidate":"design_other","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":[0.000008639629,0.000033521694,0.056767967,0.0021548083,0.00000818062,0.00037273747,0.00029905298,0.00010962486,3.579949e-7,0.00010586532,0.00039051785,0.9397487],"study_design_scores_gemma":[0.00078082294,0.00015562514,0.089943014,0.03006251,0.00012690417,0.0016948977,0.000253604,0.045612074,1.3623057e-7,0.000116901385,0.82912517,0.0021283678],"about_ca_topic_score_codex":0.0033602135,"about_ca_topic_score_gemma":0.1703053,"teacher_disagreement_score":0.93762034,"about_ca_system_score_codex":0.0012121282,"about_ca_system_score_gemma":0.000038750575,"threshold_uncertainty_score":0.99994916},"labels":[],"label_agreement":null},{"id":"W4317605723","doi":"10.1007/s10933-022-00275-4","title":"Sea-level changes and paleoenvironmental responses in a coastal Florida salt marsh over the last three centuries","year":2023,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Salt marsh; Marsh; Oceanography; Sea level; Estuary; Geology; Holocene; Vegetation (pathology); Aggradation; Environmental science; Ecology; Wetland; Geomorphology","score_opus":0.017421046047145436,"score_gpt":0.23080230365534907,"score_spread":0.21338125760820364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317605723","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":[0.9966568,0.0001396025,0.00002767053,0.0023129762,0.00042909107,0.0001430904,0.00007818351,0.000014004818,0.00019862891],"genre_scores_gemma":[0.99878687,0.0006228363,0.00008568848,0.00015985564,0.00011898013,0.0000069186935,0.000004950962,0.000016320953,0.00019760213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985604,0.00014067403,0.00036173358,0.00019797831,0.0003253628,0.00041382914],"domain_scores_gemma":[0.99916744,0.00030624587,0.00023612725,0.00018755705,0.000005851013,0.000096758966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006314117,0.00016989195,0.0002796416,0.00016113164,0.00011104149,0.000030105315,0.00029209707,0.00010641021,0.0002748251],"category_scores_gemma":[0.00009574691,0.000118491436,0.00006192814,0.00028603026,0.00036603535,0.00014683793,0.0005206874,0.0003180137,0.00009699942],"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":[0.0001831767,0.000028841641,0.991938,0.000011425826,0.000023120358,0.00022079397,0.00072168885,0.00018252608,0.001459835,0.000025026635,0.0005495784,0.004655997],"study_design_scores_gemma":[0.0007287888,0.00024716338,0.9931094,0.000028234877,0.000015542646,0.00043499938,0.00071348913,0.00082918094,0.00005576941,0.0004337427,0.0032784038,0.00012528193],"about_ca_topic_score_codex":0.00016977721,"about_ca_topic_score_gemma":0.09715952,"teacher_disagreement_score":0.096989736,"about_ca_system_score_codex":0.00008800559,"about_ca_system_score_gemma":0.000014852164,"threshold_uncertainty_score":0.919315},"labels":[],"label_agreement":null},{"id":"W4317780692","doi":"10.1371/journal.pone.0280354","title":"Optimization and application of non-native Phragmites australis transcriptome assemblies","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"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":"U.S. Geological Survey; Wayne State University; Ford Motor Company","keywords":"Transcriptome; De novo transcriptome assembly; Biology; Phragmites; Computational biology; Subspecies; Evolutionary biology; Genetics; Gene; Ecology; Gene expression","score_opus":0.01876138275050903,"score_gpt":0.21960691553497194,"score_spread":0.2008455327844629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317780692","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":[0.9898729,0.000004024415,0.008216937,0.00016629536,0.000007991529,0.00024340875,0.000032048374,0.000048371872,0.0014080466],"genre_scores_gemma":[0.99668926,0.000046214,0.0027370558,0.000007930195,0.000008870317,0.00003441717,0.000052121242,0.000008678518,0.00041546856],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941754,0.000012699129,0.00012655022,0.00014621651,0.00019337446,0.000103618324],"domain_scores_gemma":[0.9997675,0.000033965916,0.00005303991,0.00010176205,0.0000092723885,0.000034488385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010171071,0.000062053754,0.00011162231,0.000044667297,0.00003968452,0.000011304683,0.00006851714,0.000034575616,0.000097788645],"category_scores_gemma":[0.000014312559,0.00006116781,0.000014337777,0.0003298106,0.000046449364,0.0001490677,0.000049915117,0.000034256926,0.000062877465],"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":[0.000027024118,0.00056009676,0.2691991,0.000320001,0.00010490407,0.0000015296409,0.0023786158,0.08636042,0.63818634,0.00010653956,0.00021891716,0.0025364948],"study_design_scores_gemma":[0.0002124151,0.000056996818,0.11232054,0.00003937831,0.00004189356,4.8559616e-7,0.00018755492,0.8741227,0.012723898,0.0001598494,0.000020114374,0.00011417561],"about_ca_topic_score_codex":0.00017037526,"about_ca_topic_score_gemma":0.0001672715,"teacher_disagreement_score":0.7877623,"about_ca_system_score_codex":0.000029369452,"about_ca_system_score_gemma":0.000001801043,"threshold_uncertainty_score":0.24943511},"labels":[],"label_agreement":null},{"id":"W4317884678","doi":"10.1002/ecs2.4392","title":"Landscape and site factors drive invasive <scp><i>Phragmites</i></scp> management and native plant recovery across Chesapeake Bay wetlands","year":2023,"lang":"en","type":"article","venue":"Ecosphere","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":15,"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":"Center for Sponsored Coastal Ocean Research; Society of Wetland Scientists; Garden Club of America; Delta Waterfowl; Smithsonian Environmental Research Center; Utah State University; Smithsonian Institution","keywords":"Phragmites; Vegetation (pathology); Wetland; Native plant; Invasive species; Ecology; Plant community; Introduced species; Species richness; Chesapeake bay; Environmental science; Geography; Biology; Estuary","score_opus":0.006132109317213746,"score_gpt":0.19326203426277874,"score_spread":0.187129924945565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317884678","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":[0.96151024,0.00008189107,0.000038111353,0.00004694889,0.0002074969,0.00039385978,0.0005010101,0.00013339023,0.037087046],"genre_scores_gemma":[0.98721826,0.0008701109,0.00014686064,0.000093048606,0.000042765474,0.000038248152,0.00028557976,0.000041806652,0.011263339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811417,0.00005113985,0.00026797713,0.0006432287,0.00031207662,0.0006114162],"domain_scores_gemma":[0.9989385,0.000419065,0.00013401305,0.00027155652,0.000008567407,0.00022831857],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027423157,0.0003182171,0.00030646272,0.00003459269,0.0002999808,0.00015615155,0.00019382646,0.00012806596,0.00042023286],"category_scores_gemma":[0.00006964851,0.0002771486,0.0000643172,0.00040299678,0.00009773212,0.0003326695,0.0009841683,0.00018345195,0.0009768795],"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":[0.000022740533,0.000041478244,0.9453869,0.0001566957,0.00011477933,0.00017182004,0.005100996,0.0010073417,0.00017357654,0.000034306955,0.045587953,0.0022013967],"study_design_scores_gemma":[0.000901746,0.0001712437,0.9676395,0.000102363825,0.000036495276,0.000031551004,0.007373002,0.004554673,0.0002650788,0.0005180099,0.0181474,0.0002589589],"about_ca_topic_score_codex":0.0001197409,"about_ca_topic_score_gemma":0.020361513,"teacher_disagreement_score":0.027440554,"about_ca_system_score_codex":0.00010578648,"about_ca_system_score_gemma":0.000007100595,"threshold_uncertainty_score":0.99996805},"labels":[],"label_agreement":null},{"id":"W4317933666","doi":"10.1016/j.jglr.2023.01.010","title":"Modelling the influence of seiche-events on phosphorous-loading dynamics in three Lake Ontario coastal wetlands","year":2023,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto and Region Conservation Authority; Ontario Tech University","funders":"","keywords":"Seiche; Wetland; Environmental science; Hydrology (agriculture); Oceanography; Geology; Ecology; Geotechnical engineering; Biology","score_opus":0.03692440325775095,"score_gpt":0.28898659250043496,"score_spread":0.25206218924268403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317933666","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":[0.9966144,0.00000567451,0.00019169966,0.0002666683,0.00009360694,0.00021604524,0.000026649888,0.000008412868,0.0025768578],"genre_scores_gemma":[0.9983615,0.00007696494,0.00007327954,0.000008925296,0.00003116776,0.0000057115726,0.000006527866,0.000020640044,0.0014152534],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.996886,0.00016013105,0.0006122745,0.0002175041,0.001556883,0.00056720275],"domain_scores_gemma":[0.9987999,0.00043767554,0.00022047844,0.0003201528,0.00008832585,0.00013345886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003283205,0.00015446896,0.00031096744,0.00029606398,0.00018985376,0.00004855709,0.00075063884,0.0000970272,0.00015686025],"category_scores_gemma":[0.00012461361,0.00010570676,0.000117846,0.0011006582,0.00016531411,0.0002774519,0.00046619182,0.0009813452,0.000102295904],"study_design_candidate":"simulation_or_modeling","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":[0.00015195612,0.000040842235,0.5212142,0.000013775963,0.0000141016135,0.00007617036,0.00048587663,0.47724378,0.00010704559,0.00005059985,0.000075170676,0.00052647386],"study_design_scores_gemma":[0.0007488109,0.00047828024,0.4117027,0.00037515356,0.0000105486215,0.00007971413,0.00056267664,0.5828904,0.00007398059,0.0023153939,0.0006019225,0.00016044478],"about_ca_topic_score_codex":0.014159447,"about_ca_topic_score_gemma":0.8701827,"teacher_disagreement_score":0.85602325,"about_ca_system_score_codex":0.00096188416,"about_ca_system_score_gemma":0.0001128868,"threshold_uncertainty_score":0.99240535},"labels":[],"label_agreement":null},{"id":"W4319335045","doi":"10.1007/978-3-031-21788-3_10","title":"Salinity","year":2023,"lang":"en","type":"book-chapter","venue":"Wetlands: ecology, conservation and management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Leeds, Grenville & Lanark District Health Unit","funders":"","keywords":"Salinity; Wetland; Salt marsh; Marsh; Swamp; Oceanography; Environmental science; Storm; Geography; Ecology; Geology; Biology","score_opus":0.01827652728114858,"score_gpt":0.2155156147710034,"score_spread":0.1972390874898548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319335045","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":[0.002782881,0.000012048045,0.00014998071,0.0027304168,0.0007228946,0.00093211635,0.00006599713,0.00025383857,0.9923498],"genre_scores_gemma":[0.009352514,0.001553884,0.000255858,0.001959389,0.00006197914,0.000079509125,0.00031154192,0.000063276064,0.98636204],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985652,0.000023898458,0.00038543215,0.0005305322,0.00022310621,0.0002718273],"domain_scores_gemma":[0.9992421,0.0000871944,0.00020845939,0.0003419237,0.0000104638375,0.00010985733],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038670102,0.00029076703,0.0003173274,0.00011744731,0.00017057644,0.000047206893,0.00019072754,0.00025941982,0.0021863107],"category_scores_gemma":[0.00001299242,0.00029115073,0.000073052535,0.00005152182,0.00014229133,0.00007721818,0.0007919137,0.00018452543,0.0031344024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011659932,0.00009579523,0.15108846,0.0007836614,0.00058672467,0.00037964538,0.00014178667,0.0001911659,0.0000087379485,0.31546578,0.5078533,0.023288336],"study_design_scores_gemma":[0.0005329369,0.000072582116,0.17509677,0.00006121063,0.0001145803,0.000009876933,0.000033502954,0.001996428,2.6361957e-7,0.018068537,0.803623,0.0003902818],"about_ca_topic_score_codex":0.00012436464,"about_ca_topic_score_gemma":0.024054514,"teacher_disagreement_score":0.29739726,"about_ca_system_score_codex":0.00015846845,"about_ca_system_score_gemma":0.000007810217,"threshold_uncertainty_score":0.99995404},"labels":[],"label_agreement":null},{"id":"W4319591135","doi":"10.1038/s41586-022-05572-6","title":"Extensive global wetland loss over the past three centuries","year":2023,"lang":"en","type":"article","venue":"Nature","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":845,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Environment and Climate Change Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Gordon and Betty Moore Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutscher Akademischer Austauschdienst; National Science Foundation","keywords":"Wetland; Environmental science; Flood myth; Wetland conservation; Land use; Land cover; Greenhouse gas; Hydrology (agriculture); Physical geography; Ecology; Geography; Geology; Biology","score_opus":0.004213776139947477,"score_gpt":0.21974702054134748,"score_spread":0.2155332444014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319591135","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":[0.9865887,0.00010030459,0.000029645278,0.0026311185,0.00069988554,0.00018659714,0.00011543001,0.00010669195,0.009541627],"genre_scores_gemma":[0.9984699,0.000024634135,0.000018806166,0.0006638096,0.00015112071,0.0000069176776,0.000029581463,0.000009943685,0.0006253138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989817,0.000020820053,0.00009836507,0.00023968652,0.00036145883,0.00029796915],"domain_scores_gemma":[0.9995369,0.000049095284,0.000042388307,0.00030303438,0.000008940718,0.00005965308],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012261719,0.0001249276,0.00009979671,0.000010284659,0.00017907323,0.00004774867,0.00030561053,0.00035516254,0.0004718039],"category_scores_gemma":[0.00003761513,0.00007636586,0.000060968727,0.00046188114,0.000099158286,0.0000984576,0.0004366029,0.00058085745,0.0013708532],"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":[0.000023207067,0.000012897095,0.893148,0.000010088287,0.000016292097,0.000068604575,0.0001153138,0.0007207341,0.0000759874,0.00069994276,0.1024687,0.0026401978],"study_design_scores_gemma":[0.00015838,0.000012475322,0.91872686,0.000008333174,0.000008705395,0.000022344431,0.00007694858,0.0013780963,0.0000073705305,0.002677533,0.07681168,0.000111275825],"about_ca_topic_score_codex":0.00015594522,"about_ca_topic_score_gemma":0.0086126095,"teacher_disagreement_score":0.025657026,"about_ca_system_score_codex":0.00011561038,"about_ca_system_score_gemma":0.0000053477443,"threshold_uncertainty_score":0.9994067},"labels":[],"label_agreement":null},{"id":"W4320709952","doi":"10.1111/gcb.16619","title":"Global historical trends and drivers of submerged aquatic vegetation quantities in lakes","year":2023,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Wetland; Eutrophication; Lake ecosystem; Ecosystem; Environmental science; Littoral zone; Ecology; Boreal; Vegetation (pathology); Habitat; Ecosystem services; Aquatic ecosystem; Geography; Nutrient; Biology","score_opus":0.02825940797527066,"score_gpt":0.25776058605129165,"score_spread":0.229501178076021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320709952","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":[0.9970655,0.00012925356,0.00003555935,0.00026393635,0.00031924783,0.00006549207,0.000049561128,0.000031347397,0.0020401096],"genre_scores_gemma":[0.999725,0.00006301466,0.000042368236,0.000019641162,0.000020764044,0.000012114271,0.00003906279,0.0000022659867,0.00007578222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993193,0.00005530252,0.00015643593,0.00018352878,0.000077254284,0.00020819194],"domain_scores_gemma":[0.9998051,0.000015474976,0.000055422686,0.00007940757,0.0000024111462,0.00004219121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012190279,0.0000812219,0.00016131051,0.000044095304,0.000023029937,0.0000031477493,0.00008406145,0.00008001234,0.000036561327],"category_scores_gemma":[0.000024896714,0.0000757326,0.000025985451,0.00061128405,0.00007898605,0.000061797116,0.00012235634,0.000023631885,0.00005198703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013411136,0.000013138344,0.9879813,0.000012672305,0.0000036247325,0.00000432415,0.00018682124,0.000013873087,0.00004777654,0.0006072025,0.00024285124,0.010872999],"study_design_scores_gemma":[0.00022528696,0.000101810554,0.9888893,0.0000075467447,0.0000055864493,0.0000043678374,0.00009161045,0.008369633,7.914054e-7,0.0012849782,0.0009391408,0.0000799799],"about_ca_topic_score_codex":0.0076365788,"about_ca_topic_score_gemma":0.0669289,"teacher_disagreement_score":0.05929232,"about_ca_system_score_codex":0.0005359104,"about_ca_system_score_gemma":0.0000035021283,"threshold_uncertainty_score":0.99897164},"labels":[],"label_agreement":null},{"id":"W4321375793","doi":"10.3389/fevo.2023.1112284","title":"High sedimentation rates lead to rapid vegetation recovery in tidal brackish wetland restoration","year":2023,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"Employment and Social Development Canada; Natural Sciences and Engineering Research Council of Canada; Department of Agriculture, Nova Scotia; U.S. Department of Transportation","keywords":"Salt marsh; Wetland; Brackish marsh; Marsh; Hydrology (agriculture); Estuary; Restoration ecology; Tidal irrigation; Environmental science; Vegetation (pathology); Sediment; Bay; Oceanography; Geology; Ecology; Geomorphology","score_opus":0.005267001594964385,"score_gpt":0.20971061291631393,"score_spread":0.20444361132134956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321375793","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":[0.9945004,0.00002926954,0.003124491,0.00042724525,0.00131192,0.0003293148,0.0000049810524,0.000035805435,0.00023659485],"genre_scores_gemma":[0.99801874,0.00006766694,0.0014115397,0.00007010433,0.000034166045,0.00005693974,0.00011717593,0.000007863768,0.00021582605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990349,0.00012047709,0.00023674092,0.00027224148,0.000099269804,0.0002363945],"domain_scores_gemma":[0.9997665,0.000043136744,0.00006234778,0.00008218737,0.000005877271,0.00003994338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000484398,0.00009151473,0.00013988662,0.0002588325,0.000084485175,0.000016839127,0.000056503413,0.00012702335,0.0000220644],"category_scores_gemma":[0.00007300276,0.00010323845,0.000014232042,0.0005549418,0.00004274847,0.0004091006,0.00006279334,0.00009449838,0.00019426961],"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":[0.00010527791,0.000022196771,0.9390834,0.000012585926,0.0000033192016,0.0000046757295,0.00028477187,0.0498526,0.0008508082,0.00003068322,0.0049137925,0.004835872],"study_design_scores_gemma":[0.00050526275,0.00013120967,0.9330273,0.000015793126,0.0000040883438,0.000002219234,0.0002573836,0.06210997,0.000051138893,0.0036803742,0.000110629444,0.00010459188],"about_ca_topic_score_codex":0.0005942182,"about_ca_topic_score_gemma":0.023190685,"teacher_disagreement_score":0.022596467,"about_ca_system_score_codex":0.0006130039,"about_ca_system_score_gemma":0.000012365485,"threshold_uncertainty_score":0.99463356},"labels":[],"label_agreement":null},{"id":"W4321502173","doi":"10.5194/egusphere-egu23-4673","title":"Restoring Piping Plover Habitat and Building Coastal Resilience with Nature-based Solutions in Atlantic Canada","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University; CB Wetlands & Environmental Specialists","funders":"","keywords":"Salt marsh; Plover; Habitat; Wetland; Marsh; Easement; Environmental resource management; Climate change; Charadrius; Resilience (materials science); Baseline (sea); Environmental science; Geography; Oceanography; Ecology; Geology","score_opus":0.010318298820915976,"score_gpt":0.20920349162466548,"score_spread":0.1988851928037495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321502173","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":[0.9933815,0.000025833526,0.0036358298,0.0005179547,0.0004066735,0.0003959973,0.000040660838,0.00008799955,0.0015075313],"genre_scores_gemma":[0.997065,0.000013093521,0.0022579506,0.00006070475,0.000027387623,0.00003314136,0.000029775638,0.000037833226,0.00047510263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977176,0.00005177091,0.00030348575,0.000761101,0.0005889988,0.0005770141],"domain_scores_gemma":[0.9990884,0.00019417432,0.00011454939,0.00044458432,0.000009668084,0.00014862539],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037679862,0.00028641947,0.00029304964,0.00009964651,0.0001789082,0.000087626104,0.00031779936,0.00019803918,0.000032551918],"category_scores_gemma":[0.00009470084,0.00025582148,0.00003055861,0.00030827388,0.00010096516,0.000114038514,0.0016886943,0.0008510167,0.000010087331],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023595936,0.000012835513,0.76906973,0.00013216345,0.000007959919,0.000119956916,0.000041810235,0.2295921,0.00028005714,0.00009001338,0.0005447127,0.00008505367],"study_design_scores_gemma":[0.00045983883,0.00003674453,0.6731324,0.0010897224,0.000023242525,0.000023414645,0.0002467805,0.3234891,0.000053746713,0.00027950114,0.00046143646,0.0007040672],"about_ca_topic_score_codex":0.8834272,"about_ca_topic_score_gemma":0.9985382,"teacher_disagreement_score":0.11511101,"about_ca_system_score_codex":0.0011142294,"about_ca_system_score_gemma":0.00029473755,"threshold_uncertainty_score":0.9999894},"labels":[],"label_agreement":null},{"id":"W4322208641","doi":"10.5194/egusphere-egu23-15798","title":"Influence of hydrodynamic and sedimentary processes on tidal wetland landscape evolution for Making Room for Wetlands in the Bay of Fundy","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cree Board of Health and Social Services of James Bay; Saint Mary's University","funders":"","keywords":"Bay; Beach morphodynamics; Wetland; Estuary; Phragmites; Hydrology (agriculture); Salt marsh; Geology; Dike; Sediment; Erosion; Water level; Landform; Oceanography; Sediment transport; Geomorphology; Geography; Ecology; Paleontology; Geotechnical engineering","score_opus":0.013721833511460307,"score_gpt":0.2493902419956876,"score_spread":0.2356684084842273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322208641","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":[0.99533063,0.000024626639,0.0017358592,0.00023665148,0.00008786207,0.0016713083,0.00048087453,0.000025464706,0.00040673884],"genre_scores_gemma":[0.99889153,0.000029711568,0.00036951268,0.000043270175,0.000031528747,0.00029910673,0.00020448351,0.00002599002,0.00010486856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984169,0.00003526436,0.00049363286,0.0004737465,0.0003086419,0.0002718428],"domain_scores_gemma":[0.998881,0.00049738854,0.00023866512,0.0003289883,0.000024207748,0.000029776178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067828724,0.00023609065,0.0003690099,0.00012248014,0.00006519403,0.000024398774,0.0003807673,0.0001623699,0.000014950797],"category_scores_gemma":[0.00010526761,0.00016937054,0.00007483689,0.00021595515,0.0000748834,0.00009479079,0.00048095788,0.00016240288,0.0000030592028],"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":[0.0003288863,0.00013027567,0.6818718,0.0029948428,0.000040057006,0.0000018795783,0.0005699167,0.31264865,0.0008018475,0.00010629139,0.00031089108,0.00019469508],"study_design_scores_gemma":[0.0014484881,0.0006060384,0.6629749,0.0010440274,0.00010047025,0.0000115818075,0.0007364847,0.32413298,0.00025091,0.008089826,0.00014316419,0.00046112153],"about_ca_topic_score_codex":0.0006276259,"about_ca_topic_score_gemma":0.036636233,"teacher_disagreement_score":0.036008608,"about_ca_system_score_codex":0.000119791184,"about_ca_system_score_gemma":0.00004060319,"threshold_uncertainty_score":0.98094267},"labels":[],"label_agreement":null},{"id":"W4322503105","doi":"10.3390/rs15051276","title":"A Multi-Satellite Mapping Framework for Floating Kelp Forests","year":2023,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Hydrographic Service; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Transport Canada; Hakai Institute; Fisheries and Oceans Canada; Environment and Climate Change Canada; Mitacs; Parks Canada","keywords":"Kelp forest; Kelp; Remote sensing; Environmental science; Satellite imagery; Geography; Ecology","score_opus":0.03350137599659513,"score_gpt":0.27115077233914764,"score_spread":0.2376493963425525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322503105","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":[0.5355867,0.000010438724,0.4630789,0.00012225058,0.00024978587,0.0002619321,0.0000038081118,0.0001963153,0.0004898357],"genre_scores_gemma":[0.5418326,0.000013210403,0.45762643,0.00006789767,0.0001039817,4.6762818e-8,0.00001563604,0.00003815784,0.00030200146],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986507,0.000026824568,0.00025406762,0.00035729664,0.00019591762,0.00051517703],"domain_scores_gemma":[0.9992563,0.00026994883,0.000095629555,0.0002729633,0.000009631753,0.000095537405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041326098,0.0001527964,0.00017461699,0.00006337398,0.00026159597,0.00006304919,0.00010928696,0.00010514259,0.000015926289],"category_scores_gemma":[0.0002655097,0.0001555242,0.00009652533,0.00049528875,0.00003418518,0.00009565728,0.00023246995,0.0001316803,0.00062173064],"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":[0.00001430291,0.0000072748144,0.004656187,0.00010408366,0.000017367434,0.00004496248,0.0015378471,0.0132310875,0.020538757,0.000033390465,0.00012982845,0.9596849],"study_design_scores_gemma":[0.00018253541,0.00001193448,0.009178571,0.00020197588,0.0000063533594,0.000019819427,0.00029599163,0.98202264,0.00017831784,0.0049469452,0.0027557157,0.0001992261],"about_ca_topic_score_codex":0.00026310037,"about_ca_topic_score_gemma":0.0014247559,"teacher_disagreement_score":0.96879154,"about_ca_system_score_codex":0.00015873689,"about_ca_system_score_gemma":0.0000061093056,"threshold_uncertainty_score":0.7991297},"labels":[],"label_agreement":null},{"id":"W4323294404","doi":"10.1111/gcb.16664","title":"Making protected areas effective for biodiversity, climate and food","year":2023,"lang":"en","type":"review","venue":"Global Change Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":82,"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":"Agence Nationale de la Recherche","keywords":"Convention on Biological Diversity; Biodiversity; Sustainability; Environmental resource management; Climate change; Global biodiversity; Geography; Environmental planning; Ecology; Environmental science; Biology","score_opus":0.11691542722311717,"score_gpt":0.33808488128288416,"score_spread":0.221169454059767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323294404","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011902205,0.97575223,0.00014994747,0.000038114133,0.0008244107,0.009245548,0.01212907,0.0002672314,0.00040324603],"genre_scores_gemma":[0.0013235912,0.9961546,0.00009558173,0.000036266414,0.00016245877,0.001491109,0.0007040306,0.000022535743,0.00000982499],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998453,0.0001749319,0.00021684055,0.0005899192,0.00006480235,0.00050047436],"domain_scores_gemma":[0.99939257,0.0001275981,0.00021550564,0.00018390753,0.0000073554625,0.000073049705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027225036,0.0003195231,0.00082652457,0.000047078986,0.00017490408,0.00002309823,0.0002471596,0.0003984017,0.000024621117],"category_scores_gemma":[0.000066286666,0.00025873812,0.00018169214,0.00031670422,0.0001016924,0.000043765598,0.0013056494,0.00012400423,0.0004578719],"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":[0.000017013528,0.000016418351,0.017157627,0.008033503,0.00012417346,0.0000062873214,0.00003254148,3.74897e-8,8.218112e-8,0.00012774534,0.00022116056,0.9742634],"study_design_scores_gemma":[0.00040240726,0.00087102415,0.0063926782,0.0027594022,0.00047290928,0.00010931948,0.000025563015,0.000078469726,2.5107953e-8,0.000798844,0.9874032,0.00068612595],"about_ca_topic_score_codex":0.00023704284,"about_ca_topic_score_gemma":0.0019884682,"teacher_disagreement_score":0.9871821,"about_ca_system_score_codex":0.0004406414,"about_ca_system_score_gemma":0.0000072404528,"threshold_uncertainty_score":0.99998647},"labels":[],"label_agreement":null},{"id":"W4323319701","doi":"10.21203/rs.3.rs-2583865/v1","title":"Plant community compositional stability over 40 years in a Fraser River Estuary tidal freshwater marsh","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Liber Ero Foundation; Mitacs","keywords":"Biodiversity; Ecology; Estuary; Habitat; Marsh; Plant community; Indicator species; Geography; Species diversity; Abundance (ecology); Environmental science; Species richness; Biology; Wetland","score_opus":0.06343457360628867,"score_gpt":0.32618436852191707,"score_spread":0.2627497949156284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323319701","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":[0.99209625,0.0000140025295,0.000023220628,0.00021162644,0.0002059322,0.0010813915,0.0046392386,0.00009053439,0.0016378298],"genre_scores_gemma":[0.9967423,0.000037541533,0.0002450503,0.000027145092,0.00006888485,0.0001958211,0.0023545509,0.00005306027,0.00027566415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944235,0.0018617947,0.00045171668,0.000675497,0.0017214,0.0008660729],"domain_scores_gemma":[0.9976901,0.0007682118,0.000074368756,0.001180929,0.000038186492,0.00024821193],"candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036058496,0.000287683,0.00039270782,0.00025306246,0.00028927604,0.00013074584,0.0010121107,0.00038057388,0.0045385286],"category_scores_gemma":[0.00013030774,0.0002864766,0.00015462506,0.0004255544,0.0005194797,0.0001803467,0.008805296,0.0035479234,0.002121896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028968582,0.00059013045,0.9823057,0.00056471245,0.00003319495,0.00033567243,0.001977715,0.0044028126,0.0002564878,0.000033170887,0.008918847,0.0002918518],"study_design_scores_gemma":[0.00046628082,0.000086746586,0.977704,0.00040401053,0.0000044898698,0.000003409262,0.00037780247,0.0144885685,0.00003038794,0.004269401,0.0018505316,0.00031439497],"about_ca_topic_score_codex":0.080760054,"about_ca_topic_score_gemma":0.28821605,"teacher_disagreement_score":0.207456,"about_ca_system_score_codex":0.001680926,"about_ca_system_score_gemma":0.00010034638,"threshold_uncertainty_score":0.99995875},"labels":[],"label_agreement":null},{"id":"W4323357530","doi":"10.1002/fee.2611","title":"Invasive <i>Spartina alterniflora</i> marshes in China: a blue carbon sink at the expense of other ecosystem services","year":2023,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions","keywords":"Spartina alterniflora; Blue carbon; Marsh; Wetland; Environmental science; Salt marsh; Carbon sink; Soil carbon; Greenhouse gas; Ecosystem; Sink (geography); Carbon sequestration; Ecology; Dominance (genetics); Ecosystem services; Spartina; Soil water; Geography; Carbon dioxide; Biology","score_opus":0.007773640779131585,"score_gpt":0.20505616912229874,"score_spread":0.19728252834316715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323357530","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.328287,0.6665055,0.000008545301,0.00021619267,0.00091901765,0.003065003,0.00013239274,0.000019635605,0.0008467174],"genre_scores_gemma":[0.0287275,0.9690391,0.000037027025,0.000053504187,0.000034981982,0.0006281188,0.000028552786,0.00006391244,0.0013873302],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969956,0.00089755235,0.0008441201,0.0005793293,0.00022400235,0.0004593936],"domain_scores_gemma":[0.99830616,0.00044119998,0.0005874036,0.0006085177,8.408375e-7,0.000055894787],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012682447,0.0004207033,0.0014475626,0.000093932664,0.00011188362,0.000013928978,0.000596047,0.00030817493,0.00011854515],"category_scores_gemma":[0.000019571859,0.00024546782,0.00018527418,0.00018581041,0.00049728295,0.000049718485,0.0012778584,0.00036636757,0.00014543605],"study_design_candidate":"not_applicable","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":[0.0008781185,0.00079358777,0.8185259,0.028458802,0.0014393355,0.00047317674,0.015426913,0.021492504,0.0000072344073,0.00013364256,0.0021949715,0.11017579],"study_design_scores_gemma":[0.007104758,0.0005979086,0.061508946,0.013024641,0.0017965587,0.00025657972,0.004274344,0.0134041915,0.000024926601,0.0029929655,0.8923987,0.002615481],"about_ca_topic_score_codex":0.0008182572,"about_ca_topic_score_gemma":0.038656432,"teacher_disagreement_score":0.8902037,"about_ca_system_score_codex":0.0006812954,"about_ca_system_score_gemma":0.000016450851,"threshold_uncertainty_score":0.99999976},"labels":[],"label_agreement":null},{"id":"W4323659198","doi":"10.22541/essoar.167838736.64545837/v1","title":"Drivers of high rates of carbon burial in a riverine-influenced freshwater marsh in the Lake Erie watershed of southern Ontario, Canada","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Geological Survey of Canada; Natural Resources Canada; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Nature Conservancy of Canada; Nature Conservancy","keywords":"Total organic carbon; Marsh; Organic matter; Environmental science; Soil water; Watershed; Carbon fibers; Soil carbon; Sediment; Salt marsh; Carbon cycle; Hydrology (agriculture); Ecology; Environmental chemistry; Geology; Ecosystem; Oceanography; Wetland; Soil science; Chemistry; Geomorphology; Biology","score_opus":0.008367003818966885,"score_gpt":0.19322774054152633,"score_spread":0.18486073672255945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323659198","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":[0.9974172,0.0000011926041,0.0000028570091,0.000089218025,0.00024175506,0.0005140958,0.0009434079,0.0000076000456,0.00078263885],"genre_scores_gemma":[0.99885225,0.0000034069585,0.00012422533,0.000011637753,0.000008781684,0.00002489033,0.00015390098,0.00001727043,0.0008036522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980185,0.00011159681,0.00070027553,0.00036614476,0.0005157071,0.00028779643],"domain_scores_gemma":[0.9990871,0.000076103584,0.0002882187,0.0004962769,0.000013726477,0.000038586993],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003970525,0.00023491523,0.00055782427,0.00008736052,0.000011934433,0.000008389885,0.0006636484,0.0001526232,0.0017572712],"category_scores_gemma":[0.000020101368,0.00016547389,0.000079622485,0.0001844901,0.000134188,0.000030323446,0.0010586808,0.00028783214,0.000005694183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013586231,0.000052257765,0.9141143,0.00017794479,0.000035721943,0.000049850016,0.00838808,0.07509084,0.0017522634,0.000006215486,0.0001552158,0.000041441876],"study_design_scores_gemma":[0.0023202228,0.00014423118,0.9737039,0.00047768815,0.00006641982,0.0000034270818,0.0059326994,0.009543982,0.004587701,0.0018860658,0.00059432094,0.00073932053],"about_ca_topic_score_codex":0.99885374,"about_ca_topic_score_gemma":0.99999386,"teacher_disagreement_score":0.065546855,"about_ca_system_score_codex":0.00050439424,"about_ca_system_score_gemma":0.00020184262,"threshold_uncertainty_score":0.9991553},"labels":[],"label_agreement":null},{"id":"W4323668257","doi":"10.1088/1748-9326/acbbdf","title":"Increased salinity decreases annual gross primary productivity at a Northern California brackish tidal marsh","year":2023,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":12,"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 British Columbia","funders":"San Francisco State University; U.S. Geological Survey; U.S. Department of Energy","keywords":"Brackish marsh; Wetland; Environmental science; Salt marsh; Marsh; Brackish water; Salinity; Estuary; Primary production; Eddy covariance; Ecosystem respiration; Ecosystem; Bay; Productivity; Hydrology (agriculture); Freshwater inflow; Soil salinity; Oceanography; Ecology; Geology; Biology","score_opus":0.01576251386192798,"score_gpt":0.2536842316277298,"score_spread":0.23792171776580182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323668257","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":[0.995311,0.00002018544,0.000021048274,0.0014785817,0.00011477274,0.00085166754,0.0012075586,0.00018316515,0.00081201096],"genre_scores_gemma":[0.9964533,0.000035062207,0.00009113913,0.00043534633,0.00017450706,0.00014449035,0.00080302707,0.000083195024,0.001779963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99433494,0.0006948703,0.00039302363,0.0010771868,0.0021054323,0.0013945589],"domain_scores_gemma":[0.9980672,0.00043983565,0.000101477,0.00081520446,0.000005851646,0.0005704045],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022380324,0.0003492312,0.00031772177,0.00016201878,0.00080290437,0.00008440698,0.0006589621,0.0001199294,0.0022298386],"category_scores_gemma":[0.0002715155,0.00034347858,0.00015410803,0.00066852564,0.001031844,0.00047005992,0.0030006429,0.00057248754,0.019171178],"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":[0.00023767068,0.00030596612,0.884852,0.00003671467,0.00002824649,0.00027754842,0.0002806856,0.00046145733,0.093289085,5.719467e-7,0.016156657,0.00407342],"study_design_scores_gemma":[0.0006502645,0.00011336221,0.98099834,0.000020530353,0.000011045242,0.000054713386,0.0002336453,0.0007230127,0.0016102992,0.00006344945,0.015088189,0.00043315368],"about_ca_topic_score_codex":0.0026507874,"about_ca_topic_score_gemma":0.0069405977,"teacher_disagreement_score":0.09614635,"about_ca_system_score_codex":0.0028560464,"about_ca_system_score_gemma":0.000029303912,"threshold_uncertainty_score":0.9999017},"labels":[],"label_agreement":null},{"id":"W4327737443","doi":"10.1007/s11368-023-03455-5","title":"The effect of shear-dependent flocculation on the multimodality of effective particle size distributions in a gravel-bed river during high flows","year":2023,"lang":"en","type":"article","venue":"Journal of Soils and Sediments","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Environment and Climate Change Canada; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; UK Research and Innovation","keywords":"Flocculation; Cohesion (chemistry); Tributary; Breakage; Shear (geology); Geotechnical engineering; Shear stress; Particle size; Geology; Hydrology (agriculture); Environmental science; Materials science; Geography; Environmental engineering; Chemistry; Composite material","score_opus":0.004448830429347915,"score_gpt":0.21868522560095868,"score_spread":0.21423639517161078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327737443","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":[0.9994433,0.000009205454,0.000021521704,0.00014255256,0.00009377465,0.00025084574,0.000018163175,0.0000024625863,0.000018195822],"genre_scores_gemma":[0.99993515,0.000019104938,0.000008475833,0.0000024354583,0.00001143045,0.0000069806965,9.3067723e-7,0.0000033825243,0.000012107458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990131,0.0001819111,0.00029559256,0.00007709046,0.0003009207,0.00013133144],"domain_scores_gemma":[0.99907154,0.000587926,0.00019132186,0.0000984695,0.000011220385,0.00003951094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010143375,0.00006885213,0.00015485345,0.000015402347,0.000111910274,0.000011566768,0.00008864166,0.000026378171,0.000015717258],"category_scores_gemma":[0.0001474375,0.00003602432,0.000058383634,0.000164948,0.000062694715,0.00007316441,0.000092988485,0.00009883442,0.000005878599],"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":[0.0006243952,0.00010193455,0.91844785,0.00005294117,0.00008051616,0.000012835225,0.0008568593,0.026544353,0.04923062,0.00004581685,0.000019439678,0.003982412],"study_design_scores_gemma":[0.001018406,0.00023605613,0.9546095,0.00006009294,0.000017262333,0.000003151711,0.0000578965,0.023699539,0.020015566,0.00024551025,0.0000021346614,0.000034844863],"about_ca_topic_score_codex":0.00043450974,"about_ca_topic_score_gemma":0.00016605546,"teacher_disagreement_score":0.03616166,"about_ca_system_score_codex":0.00010424232,"about_ca_system_score_gemma":0.0000035150683,"threshold_uncertainty_score":0.14690292},"labels":[],"label_agreement":null},{"id":"W4361276878","doi":"10.1080/21664250.2023.2195030","title":"Deformation of <i>Spartina patens</i> and <i>Spartina alterniflora</i> stems under irregular wave action","year":2023,"lang":"en","type":"article","venue":"Coastal Engineering Journal","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada; Institut National de la Recherche Scientifique; University of Ottawa","funders":"National Research Council Canada; Government of Canada; Marine Environmental Observation Prediction and Response Network","keywords":"Spartina alterniflora; Spartina; Marsh; Salt marsh; Vegetation (pathology); Environmental science; Ecology; Botany; Biology; Wetland","score_opus":0.018224025583110207,"score_gpt":0.2029430836656613,"score_spread":0.1847190580825511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361276878","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":[0.9818329,0.000021058746,0.01717987,0.000096797514,0.00044155502,0.0000996339,0.00001132185,0.00008209245,0.00023477814],"genre_scores_gemma":[0.9993019,0.00006970384,0.00029119753,0.00001118251,0.0000824071,0.0000044694307,0.0000139872,0.000023344635,0.00020179858],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988546,0.000015918367,0.0003610484,0.00014275666,0.00031249417,0.00031320867],"domain_scores_gemma":[0.9995147,0.000026192254,0.00016232126,0.00012611445,0.00001717566,0.00015349947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040335802,0.00014659231,0.00017519468,0.00008593901,0.00009875034,0.000058107278,0.00008605557,0.000057671976,0.000052749387],"category_scores_gemma":[0.000019536168,0.00013494705,0.000057440644,0.00027921132,0.000035009274,0.0004180068,0.00018799402,0.00019036207,0.00007130741],"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":[0.00005287223,0.000049504688,0.021517312,0.00020580277,0.000050252176,0.00006171403,0.0006693051,0.84053034,0.12242932,0.000098567485,0.0016962071,0.012638784],"study_design_scores_gemma":[0.00071435946,0.00015464898,0.10462838,0.00014690835,0.000032462925,0.0009898002,0.0005476468,0.88345826,0.0059243287,0.0002556596,0.0027987282,0.00034884247],"about_ca_topic_score_codex":0.000053370222,"about_ca_topic_score_gemma":0.000113745264,"teacher_disagreement_score":0.11650499,"about_ca_system_score_codex":0.000078952464,"about_ca_system_score_gemma":0.000007763144,"threshold_uncertainty_score":0.55029815},"labels":[],"label_agreement":null},{"id":"W4361859896","doi":"10.47371/s10267-011-0127-2","title":"Zoospore production and motility of mangrove thraustochytrids from Hong Kong under various salinities","year":2012,"lang":"en","type":"article","venue":"Mycoscience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of British Columbia","funders":"City University of Hong Kong","keywords":"Zoospore; Salinity; Biology; Motility; Botany; Ecology; Spore","score_opus":0.010804846647324931,"score_gpt":0.206591747140934,"score_spread":0.19578690049360908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361859896","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":[0.9950149,0.00010260749,0.0025325688,0.000089429166,0.0005111678,0.00017361066,0.00002720766,0.000030300605,0.0015182286],"genre_scores_gemma":[0.9982453,0.00001978707,0.0012944448,0.00003530181,0.000059204194,0.0000053708272,0.0000044434714,0.0000071554136,0.00032900137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883616,0.00003533976,0.00020400052,0.00030840034,0.0003203214,0.00029577213],"domain_scores_gemma":[0.9994451,0.000048866295,0.00010655448,0.00028512185,0.000008973689,0.00010541563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046753083,0.00011221144,0.00014955223,0.00002746969,0.00012693275,0.000023823915,0.00015831926,0.000047905847,0.000221532],"category_scores_gemma":[0.00009161166,0.00009816372,0.000027366237,0.0002225322,0.00034365413,0.000619204,0.00028065374,0.00008864868,0.00004797683],"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":[0.0000122757,0.000088967994,0.97881275,0.00002074329,0.000003816874,0.0000011387036,0.001473161,0.00052713975,0.015917443,0.00025140287,0.00012272203,0.0027684304],"study_design_scores_gemma":[0.000072697396,0.00002888746,0.99301356,0.00002167526,0.000011289248,0.00001374035,0.0006134808,0.0027702465,0.0019152254,0.0013107115,0.00010809252,0.00012042123],"about_ca_topic_score_codex":0.0021810234,"about_ca_topic_score_gemma":0.001153445,"teacher_disagreement_score":0.014200773,"about_ca_system_score_codex":0.00010191059,"about_ca_system_score_gemma":0.000009130272,"threshold_uncertainty_score":0.40030003},"labels":[],"label_agreement":null},{"id":"W4365452733","doi":"10.1016/j.aquabot.2023.103657","title":"Geographical distribution of floating aquatic plants in relation to environmental conditions in southern Quebec, Canada","year":2023,"lang":"en","type":"article","venue":"Aquatic Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Biology; Ecology; Biological dispersal; Species richness; Ceratophyllum demersum; Carnivorous plant; Aquatic plant; Habitat; Wetland; Species diversity; Macrophyte","score_opus":0.005398335588811841,"score_gpt":0.19293054712523133,"score_spread":0.1875322115364195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365452733","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":[0.9988578,0.000004241405,0.00022299032,0.00023605571,0.000060449554,0.00029948444,0.0001844711,0.000015381847,0.00011914711],"genre_scores_gemma":[0.99949485,0.000002626704,0.000035108627,0.000026763842,0.0000063591274,0.000020275622,0.00022077953,0.000009911926,0.00018330601],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867696,0.00007537475,0.00040930745,0.00021750559,0.0003492621,0.00027159922],"domain_scores_gemma":[0.9995079,0.00016681515,0.0000841389,0.0001629768,6.6573284e-7,0.00007749639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028656615,0.0001043986,0.00015996085,0.00006208913,0.000048475427,0.000008026766,0.0001109809,0.00005361643,0.00019340392],"category_scores_gemma":[0.00008640087,0.000110790046,0.000025687374,0.0005081616,0.000039044222,0.00008048965,0.00009755157,0.00010403526,0.00032430346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009793774,0.000044940443,0.9856446,0.000007028177,0.0000041468893,0.000016592168,0.00081865414,0.009384428,0.0029453833,0.000018363933,0.00020659718,0.00089947344],"study_design_scores_gemma":[0.000252691,0.000014864424,0.8594673,0.000056099587,0.000004046332,0.0000016200954,0.0015388444,0.138163,0.000020151148,0.00032116266,0.00004718449,0.00011302903],"about_ca_topic_score_codex":0.7958576,"about_ca_topic_score_gemma":0.9936773,"teacher_disagreement_score":0.1978197,"about_ca_system_score_codex":0.0006435183,"about_ca_system_score_gemma":0.000029200743,"threshold_uncertainty_score":0.4517887},"labels":[],"label_agreement":null},{"id":"W4366506345","doi":"10.1016/j.ocecoaman.2023.106600","title":"Coastal community perceptions of eelgrass in Atlantic Canada: Considerations for management","year":2023,"lang":"en","type":"article","venue":"Ocean & Coastal Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Zostera marina; Ecosystem services; Coastal management; Environmental resource management; Climate change; Population; Geography; Seagrass; Habitat; Environmental planning; Ecosystem; Business; Fishery; Ecology; Environmental science; Environmental health; Biology","score_opus":0.013363749747580572,"score_gpt":0.22041915721929106,"score_spread":0.2070554074717105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366506345","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":[0.95912194,0.0000013480742,0.0014529439,0.00048906123,0.00022338258,0.0014173157,0.00047406266,0.00008866005,0.03673126],"genre_scores_gemma":[0.99544066,0.00002816728,0.0010445658,0.0000944733,0.00001111363,0.00006636695,0.00033630917,0.000027913824,0.0029504492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982089,0.00010968169,0.00048562876,0.00030132648,0.00041579094,0.00047866523],"domain_scores_gemma":[0.99910575,0.00017406052,0.00011133884,0.00048827406,0.000017119542,0.00010345457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054335117,0.0002093382,0.00026128386,0.00016711428,0.00033163335,0.000039872593,0.00029415273,0.000038241542,0.00031038857],"category_scores_gemma":[0.0000226822,0.00022560636,0.0000836702,0.0005712694,0.00010261325,0.000122022524,0.001150632,0.00015108088,0.00007378263],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015397259,0.0010208727,0.68004245,0.0017708811,0.00037823088,0.00040234605,0.001928513,0.06854107,0.0002794254,0.027102077,0.20974185,0.008638342],"study_design_scores_gemma":[0.0015065501,0.000116587784,0.9612092,0.0001285734,0.00009018935,0.0000098099545,0.012877093,0.01364683,0.00001042893,0.004184457,0.005781834,0.00043843925],"about_ca_topic_score_codex":0.30163306,"about_ca_topic_score_gemma":0.9690128,"teacher_disagreement_score":0.66737974,"about_ca_system_score_codex":0.00028356258,"about_ca_system_score_gemma":0.000023913557,"threshold_uncertainty_score":0.9199961},"labels":[],"label_agreement":null},{"id":"W4366782781","doi":"10.1101/2023.04.21.537876","title":"Development of genomic resources for cattails ( <i>Typha</i> ), a globally important macrophyte genus","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Trent University; Russian Science Foundation; Compute Canada","keywords":"Biology; Introgression; Evolutionary biology; Phylogenetic tree; Adaptation (eye); Genome; Population; Genetics; Gene","score_opus":0.012268598148486548,"score_gpt":0.20647797599712678,"score_spread":0.19420937784864023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366782781","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":[0.9937589,0.00025456416,0.0022031947,0.000059975548,0.0010147647,0.0014158076,0.0009897915,0.00028263146,0.00002034311],"genre_scores_gemma":[0.96302164,0.000080324025,0.036023974,0.00006059927,0.00016860949,0.00042394988,0.000001574577,0.00018598618,0.000033333632],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9960686,0.000055050066,0.001253736,0.0012058758,0.00060796924,0.00080879254],"domain_scores_gemma":[0.99739975,0.00006751595,0.0009381786,0.0012103406,0.000084166146,0.00030003983],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011146702,0.0006076772,0.0007452151,0.00013510273,0.00022702354,0.00012946641,0.0011468495,0.00040858635,0.00008328408],"category_scores_gemma":[0.00008876834,0.0006475867,0.00023595522,0.00037545798,0.00013598708,0.0000872286,0.0021856478,0.00032552643,0.00033848366],"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":[0.00013206665,0.00017988944,0.072176255,0.0012402108,0.0002971816,0.000064606524,0.00013660376,0.0014852654,0.92313,0.000060114417,0.0010718043,0.000026016736],"study_design_scores_gemma":[0.0014607299,0.0001368651,0.81166667,0.00082669203,0.00029954445,1.1644233e-7,0.000027249704,0.0061919177,0.07424303,0.000017702423,0.1024309,0.0026986087],"about_ca_topic_score_codex":0.000355366,"about_ca_topic_score_gemma":0.0005893552,"teacher_disagreement_score":0.84888697,"about_ca_system_score_codex":0.00093824894,"about_ca_system_score_gemma":0.00035911912,"threshold_uncertainty_score":0.99959755},"labels":[],"label_agreement":null},{"id":"W4368362901","doi":"10.21203/rs.3.rs-2824035/v1","title":"Genetic diversity after a quarter of a century: How genotype composition of an experimental site of common reed (Phragmites australis) changed over 24 years","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Phragmites; Quarter (Canadian coin); Diversity (politics); Genetic diversity; Composition (language); Geography; Ecology; Biology; Wetland; Archaeology; Demography; Art; Sociology; Anthropology; Literature","score_opus":0.04101120703837936,"score_gpt":0.31146887960800274,"score_spread":0.2704576725696234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4368362901","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":[0.9974362,0.000095369076,0.000010428355,0.000057749952,0.0001262014,0.0009113423,0.0012702246,0.000024351717,0.000068103436],"genre_scores_gemma":[0.9991804,0.000052868843,0.00026314653,0.0000028511718,0.00003744215,0.000044908287,0.00030997652,0.00003135813,0.0000770615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99697727,0.00043878448,0.00033151315,0.00049953884,0.0013372364,0.00041563634],"domain_scores_gemma":[0.99873567,0.000082757906,0.00023223904,0.0007294961,0.00006289267,0.00015695831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005722602,0.00020594877,0.00045366838,0.00024852192,0.000081387065,0.000034116194,0.00047650153,0.00024526555,0.00065647636],"category_scores_gemma":[0.000013376176,0.00021524681,0.00017691134,0.0003411637,0.00031251894,0.00013426722,0.0040777843,0.0004242494,0.00004439919],"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":[0.0009849531,0.00092356507,0.87148994,0.0016770548,0.0001036676,0.000105749,0.01148203,0.0014683122,0.110876404,0.000009360171,0.00057928055,0.0002996793],"study_design_scores_gemma":[0.00047724016,0.0006011583,0.9884934,0.00045243604,0.000026276366,0.0000021871742,0.0011998176,0.004955814,0.0034577597,0.00009376446,0.000024553814,0.00021561935],"about_ca_topic_score_codex":0.0094382735,"about_ca_topic_score_gemma":0.005141716,"teacher_disagreement_score":0.11700343,"about_ca_system_score_codex":0.00035421815,"about_ca_system_score_gemma":0.000022484892,"threshold_uncertainty_score":0.997158},"labels":[],"label_agreement":null},{"id":"W4377012468","doi":"10.1177/00368504231173840","title":"Progress in understanding the vulnerability of freshwater ecosystems","year":2023,"lang":"en","type":"review","venue":"Science Progress","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vulnerability (computing); Environmental resource management; Adaptive management; Context (archaeology); Identification (biology); Temporal scales; Vulnerability assessment; Freshwater ecosystem; Baseline (sea); Ecosystem; Ecosystem management; Ecology; Environmental planning; Computer science; Geography; Psychological resilience; Environmental science; Biology; Psychology","score_opus":0.07534055583138924,"score_gpt":0.33866874734565955,"score_spread":0.26332819151427034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377012468","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034392786,0.9890095,0.00008037261,0.00011224282,0.0014048595,0.0046574236,0.0001602212,0.0001619903,0.0009741228],"genre_scores_gemma":[0.13571408,0.861916,0.00031100906,0.000008585967,0.000140796,0.0014435881,0.000056853012,0.00015759973,0.00025145305],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956865,0.00029784665,0.0010234407,0.0009366923,0.0011979148,0.00085763383],"domain_scores_gemma":[0.99807376,0.00020704058,0.00057966454,0.00098399,0.000018646097,0.00013689852],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0051801405,0.00038907872,0.0010696889,0.00026647092,0.00032659373,0.00018585636,0.0021842583,0.00017099679,0.00016344553],"category_scores_gemma":[0.000087622015,0.00022377366,0.00023460254,0.003536814,0.0029159272,0.00034446307,0.0016133207,0.00042377244,0.00027840905],"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":[0.000011053379,0.00023643124,0.1349877,0.02225533,0.00004939204,0.000057695117,0.001374913,0.00009685581,7.044775e-7,0.0011452328,0.00024865108,0.8395361],"study_design_scores_gemma":[0.0010646525,0.00050530845,0.003966862,0.06597489,0.0005799433,0.00029071068,0.0027050318,0.042940043,0.000008431498,0.010516121,0.8675356,0.0039123944],"about_ca_topic_score_codex":0.00027263738,"about_ca_topic_score_gemma":0.014631999,"teacher_disagreement_score":0.867287,"about_ca_system_score_codex":0.0015629433,"about_ca_system_score_gemma":0.00019322675,"threshold_uncertainty_score":0.9997976},"labels":[],"label_agreement":null},{"id":"W4378652607","doi":"10.21203/rs.3.rs-2971017/v1","title":"Possible core symbiosis-related genes in early life stages of Acropora tenuis inoculated with Symbiodinium microadriaticum","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Institute of Genetics; Japan Society for the Promotion of Science","keywords":"Symbiodinium; Symbiosis; Biology; Acropora; Inoculation; Core (optical fiber); Coral; Microbiology; Ecology; Genetics; Bacteria; Computer science; Immunology","score_opus":0.047056096337691845,"score_gpt":0.319474824941581,"score_spread":0.27241872860388916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378652607","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":[0.99602216,0.0002395241,0.000008865611,0.00030911437,0.00016957737,0.0018308472,0.00059969386,0.00014051852,0.0006796962],"genre_scores_gemma":[0.99704176,0.00033891323,0.00019939964,0.000005967953,0.000029640354,0.00015427076,0.0003474217,0.00011293615,0.0017696766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945969,0.0004392037,0.0009272766,0.001141709,0.0017377805,0.0011571066],"domain_scores_gemma":[0.99757165,0.0003086564,0.0003574161,0.0012165693,0.00017533799,0.00037040017],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001965939,0.00046301348,0.00079804024,0.0006164157,0.00018374292,0.00017718991,0.0010796436,0.000649642,0.0005178134],"category_scores_gemma":[0.0002966439,0.0003927232,0.00016555203,0.0020597544,0.00051469955,0.00016249095,0.0038013093,0.0015994044,0.0007348635],"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":[0.00017749131,0.0002224446,0.9867283,0.001209067,0.00012397188,0.00019826171,0.0016090275,0.0046547833,0.0039758417,0.000021307878,0.00056261115,0.00051689416],"study_design_scores_gemma":[0.0010290975,0.0005185086,0.98111004,0.0022795012,0.000031750773,0.000008429756,0.0014310478,0.011359977,0.0010286171,0.00052578875,0.000050736144,0.00062649295],"about_ca_topic_score_codex":0.025645573,"about_ca_topic_score_gemma":0.010983254,"teacher_disagreement_score":0.014662319,"about_ca_system_score_codex":0.00071921485,"about_ca_system_score_gemma":0.00027749102,"threshold_uncertainty_score":0.9998525},"labels":[],"label_agreement":null},{"id":"W4380081340","doi":"10.1093/aobpla/plad026","title":"Presence of microbiome decreases fitness and modifies phenotype in the aquatic plant <i>Lemna minor</i>","year":2023,"lang":"en","type":"article","venue":"AoB Plants","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Biology; Microbiome; Abiotic component; Lemna minor; Phenotype; Ecology; Aquatic plant; Genetics; Gene","score_opus":0.012661320557991004,"score_gpt":0.20916963325001603,"score_spread":0.196508312692025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380081340","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":[0.9985911,0.00004019314,0.00000843413,0.00008565391,0.000060257564,0.00018206886,0.00017236565,0.000017771903,0.0008421547],"genre_scores_gemma":[0.99961567,0.00007398601,0.00003272661,0.000042496842,0.000007481828,0.000011133476,0.000046451914,0.0000057414795,0.00016429124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920875,0.000054562228,0.00017093704,0.0001764123,0.00017577766,0.00021355065],"domain_scores_gemma":[0.9993415,0.00037925324,0.000054009786,0.0001885742,0.000001326382,0.000035359884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024846304,0.00009292019,0.00013165076,0.00004346591,0.0000487183,0.000018216859,0.00024535562,0.00003412206,0.000041160325],"category_scores_gemma":[0.00004884059,0.00006477416,0.000016266595,0.00023144737,0.00008817866,0.000087381624,0.00018372791,0.00005074792,0.00014985977],"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":[0.00012197831,0.0001846478,0.9401988,0.000218199,0.000024769397,0.00022626529,0.006941192,0.0019732693,0.034700107,0.00007536137,0.008902943,0.0064325114],"study_design_scores_gemma":[0.0007712443,0.00009119207,0.93647724,0.00022567857,0.000020771917,0.00016216827,0.0024369766,0.054921493,0.001699188,0.0014636272,0.001370411,0.00035999468],"about_ca_topic_score_codex":0.0032041294,"about_ca_topic_score_gemma":0.007528221,"teacher_disagreement_score":0.05294822,"about_ca_system_score_codex":0.000015559963,"about_ca_system_score_gemma":0.0000057367447,"threshold_uncertainty_score":0.48437065},"labels":[],"label_agreement":null},{"id":"W4380884840","doi":"10.1016/j.scitotenv.2023.164957","title":"Impacts of repeated coastal flooding on soil and groundwater following managed dike realignment","year":2023,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; Agriculture and Agri-Food Canada; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Dike; Hydrology (agriculture); Environmental science; Salt marsh; Soil salinity; Wetland; Flood myth; Estuary; Groundwater; Marsh; Sediment; Salinity; Flooding (psychology); Geology; Dryland salinity; Soil water; Oceanography; Soil fertility; Soil science; Geomorphology; Ecology; Soil biodiversity","score_opus":0.008075501239140897,"score_gpt":0.19973512468263596,"score_spread":0.19165962344349508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380884840","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":[0.9968583,0.0000050977155,0.000014226412,0.00066439237,0.00016018005,0.00031863298,0.000011110592,0.000020160174,0.0019478826],"genre_scores_gemma":[0.9986502,0.000019660372,0.000030254496,0.000014412296,0.000009056527,0.000008946263,0.0000017772309,0.0000127216745,0.0012529542],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99789053,0.00007522845,0.0002764524,0.00035020258,0.0009965198,0.00041106355],"domain_scores_gemma":[0.9990306,0.00006553091,0.00017637703,0.0006335655,0.0000018197001,0.00009208894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015322864,0.00016051938,0.00018281014,0.00005417276,0.00039210575,0.000031135518,0.0005777928,0.000029791814,0.000069892],"category_scores_gemma":[0.000036111407,0.000089836496,0.000106391664,0.00044084463,0.0008600938,0.00017208915,0.0017431179,0.0001009292,0.00008748344],"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":[0.000069804206,0.00014623151,0.0059220092,0.000036789275,0.00004773417,0.000009817021,0.0025371476,0.262715,0.72648406,0.00016597073,0.00025941388,0.0016059905],"study_design_scores_gemma":[0.0010824505,0.00062118866,0.78494483,0.00022331806,0.00012645367,0.000036052963,0.0026229569,0.073417656,0.13526165,0.0010547225,0.000073281146,0.00053540943],"about_ca_topic_score_codex":0.0008434504,"about_ca_topic_score_gemma":0.00007892102,"teacher_disagreement_score":0.7790229,"about_ca_system_score_codex":0.00019290732,"about_ca_system_score_gemma":0.000008401878,"threshold_uncertainty_score":0.36634257},"labels":[],"label_agreement":null},{"id":"W4381144538","doi":"10.32942/x27k5j","title":"Community-based conservation and restoration in coastal wetlands: A review","year":2023,"lang":"en","type":"review","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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 British Columbia","funders":"","keywords":"Wetland; Scope (computer science); Environmental resource management; Citizen journalism; Environmental planning; Restoration ecology; Work (physics); Ecosystem services; Ecosystem; Geography; Political science; Environmental science; Ecology; Engineering; Computer science","score_opus":0.07358223113307119,"score_gpt":0.3166716861113106,"score_spread":0.2430894549782394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381144538","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000849903,0.99431884,0.0001281272,0.00027927486,0.00009243895,0.0017998447,0.0001005649,0.00012434843,0.0030715817],"genre_scores_gemma":[0.000011556949,0.9975853,0.000091511116,0.0003174313,0.000009584532,0.0001488837,0.0010645726,0.000033850494,0.0007373045],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811345,0.0006464241,0.00063052756,0.00020834275,0.00021218896,0.00018907072],"domain_scores_gemma":[0.9990028,0.00029591913,0.00024111633,0.000388905,0.000005935486,0.00006533628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013276547,0.00025533518,0.00088226533,0.00009674863,0.00010318132,0.000037060574,0.00020833564,0.00015304233,0.0001538733],"category_scores_gemma":[0.000114476454,0.0002082232,0.00009350873,0.00066033175,0.000059464383,0.000119963566,0.00032010642,0.0004181306,0.0005182233],"study_design_candidate":"not_applicable","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":[0.0000070495303,0.00011281775,0.004634314,0.23072506,0.000026096308,0.000024046145,0.00007604601,0.000025812025,3.055648e-7,0.0000836633,0.018304383,0.7459804],"study_design_scores_gemma":[0.00013446994,0.000035152843,0.0002792728,0.046769645,0.00009327609,0.000013017265,0.000017727043,0.0009520266,1.1369115e-8,0.000038693193,0.95141256,0.00025416788],"about_ca_topic_score_codex":0.0040920596,"about_ca_topic_score_gemma":0.18570364,"teacher_disagreement_score":0.93310815,"about_ca_system_score_codex":0.00020419517,"about_ca_system_score_gemma":0.00004869525,"threshold_uncertainty_score":0.84910953},"labels":[],"label_agreement":null},{"id":"W4381891016","doi":"10.1002/jwmg.22451","title":"Wetland management practices and secretive marsh bird habitat in the Mississippi Flyway: a review","year":2023,"lang":"en","type":"review","venue":"Journal of Wildlife Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"U.S. Geological Survey; U.S. Fish and Wildlife Service; University of Missouri","keywords":"Waterfowl; Flyway; Wetland; Habitat; Vegetation (pathology); Ecology; Marsh; Wildlife; Geography; Environmental resource management; Environmental science; Biology","score_opus":0.04268797815035207,"score_gpt":0.3227242722504811,"score_spread":0.28003629410012904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381891016","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000057697795,0.9859668,0.000046155004,0.0029823254,0.0003401019,0.002511149,0.000013378945,0.000027789487,0.0080545945],"genre_scores_gemma":[0.0000114794375,0.9967618,0.0005905216,0.0011469604,0.000108218184,0.000110934154,0.000007654979,0.00007531275,0.0011871118],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99567366,0.0006531468,0.0016042684,0.0004949871,0.0011278121,0.00044613238],"domain_scores_gemma":[0.9958712,0.00037004193,0.0030165634,0.00056777516,0.000014954761,0.00015949098],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00419738,0.0005190096,0.0015519471,0.0002834447,0.000119182085,0.00018333223,0.0011130172,0.00011298078,0.000118500764],"category_scores_gemma":[0.00011750099,0.00031465996,0.00042653078,0.0010638097,0.00008387367,0.00030803395,0.0011378268,0.0006114239,0.0003743807],"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":[0.000023889237,0.00018028074,0.0011952375,0.10952786,0.00091295433,0.0027520505,0.00015471633,0.000021690625,1.4916406e-8,0.00016209426,0.10728605,0.77778316],"study_design_scores_gemma":[0.00028581562,0.0000927468,0.0016559795,0.06267476,0.0020155567,0.00036065094,0.0003722156,0.000028785344,1.4561105e-9,0.00014929539,0.932053,0.00031113692],"about_ca_topic_score_codex":0.00005646701,"about_ca_topic_score_gemma":0.00063542405,"teacher_disagreement_score":0.824767,"about_ca_system_score_codex":0.00046739678,"about_ca_system_score_gemma":0.000022271743,"threshold_uncertainty_score":0.99993056},"labels":[],"label_agreement":null},{"id":"W4382047954","doi":"10.21203/rs.3.rs-3000655/v1","title":"Great Lakes coastal wetland biodiversity increases following invasive Phragmites australis removal","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Natural Resources and Forestry; Trent University; Parks Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Trent University; Parks Canada; Ontario Ministry of Natural Resources and Forestry; Ministry of Natural Resources","keywords":"Phragmites; Wetland; Biodiversity; Environmental science; Geography; Invasive species; Ecology; Fishery; Biology","score_opus":0.06284066946442032,"score_gpt":0.3196967638976927,"score_spread":0.2568560944332724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382047954","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":[0.9917032,0.00006156965,0.000021738017,0.00051670946,0.0004019516,0.00114979,0.0027489946,0.0002855786,0.0031104537],"genre_scores_gemma":[0.9919068,0.0002754688,0.00023019702,0.000017556918,0.00017903623,0.000083714935,0.0017007625,0.000056506688,0.005549927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99421,0.0006383168,0.00041900482,0.0012855723,0.002200073,0.0012470012],"domain_scores_gemma":[0.9972878,0.0009710092,0.00014365377,0.0010097811,0.00007860329,0.0005091176],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018759205,0.00047656984,0.00058577437,0.00038030048,0.0007349843,0.00042539623,0.0011706931,0.00048163402,0.0014755374],"category_scores_gemma":[0.0010933636,0.0004579935,0.00046242864,0.00080432236,0.0003874788,0.0002977111,0.009975888,0.0014018868,0.0045098094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010613715,0.00013339962,0.9578544,0.0007062485,0.0001618809,0.0028660605,0.000537261,0.0017600224,0.00084388047,0.000011942916,0.03442202,0.00059675204],"study_design_scores_gemma":[0.0027853965,0.0007623253,0.94792074,0.0043926155,0.0002963003,0.00024439633,0.007210748,0.005520739,0.0011615544,0.0060996,0.020339247,0.0032663606],"about_ca_topic_score_codex":0.06255725,"about_ca_topic_score_gemma":0.17641453,"teacher_disagreement_score":0.113857284,"about_ca_system_score_codex":0.0008033088,"about_ca_system_score_gemma":0.00017801761,"threshold_uncertainty_score":0.99978715},"labels":[],"label_agreement":null},{"id":"W4382654322","doi":"10.32942/x2z31q","title":"A call to expand global change research in LTER coastal wetlands","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of British Columbia","funders":"","keywords":"Wetland; Global change; Ecosystem; Environmental resource management; Ecology; Trophic level; Ecosystem services; Term (time); Environmental change; Geography; Climate change; Environmental planning; Environmental science; Biology","score_opus":0.1514813844735013,"score_gpt":0.3730173441421639,"score_spread":0.22153595966866263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382654322","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":[0.9426447,0.000006706696,0.0005007027,0.002602434,0.00086547225,0.0016776287,0.0005086952,0.00017107114,0.051022574],"genre_scores_gemma":[0.9905245,0.000027345079,0.00039640538,0.00015595106,0.00019213246,0.0005303569,0.0001233162,0.000040040453,0.008009994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965497,0.00016242762,0.0003938383,0.0010183429,0.00095743494,0.00091825926],"domain_scores_gemma":[0.9987871,0.00007747095,0.000046708967,0.0007385682,0.00001675586,0.00033338583],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013396189,0.0002949381,0.00037107797,0.00017773404,0.00007767181,0.00014612635,0.0007712871,0.0003169734,0.0008060579],"category_scores_gemma":[0.00004516464,0.00026733914,0.00009025092,0.00080861634,0.000079898105,0.00009884091,0.010691969,0.0006530909,0.006492062],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064704975,0.00008999569,0.9798715,0.00011053283,0.000010962812,0.00020979618,0.00071296055,0.00097415503,0.000031086143,0.000048150487,0.012487351,0.0053888056],"study_design_scores_gemma":[0.0004796364,0.00014251845,0.9697233,0.0003437219,0.000006257761,0.000016456295,0.0003491384,0.0184574,0.000007586155,0.0029653518,0.0068616197,0.0006470184],"about_ca_topic_score_codex":0.08946334,"about_ca_topic_score_gemma":0.7353566,"teacher_disagreement_score":0.64589334,"about_ca_system_score_codex":0.001011393,"about_ca_system_score_gemma":0.000034605684,"threshold_uncertainty_score":0.9999779},"labels":[],"label_agreement":null},{"id":"W4382774711","doi":"10.1111/rec.13925","title":"Controls on organic carbon stocks among restored wetland soils in the Long Point region of southern Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"University of Toronto Scarborough; Natural Sciences and Engineering Research Council of Canada; Nature Conservancy of Canada; University of Toronto; Nature Conservancy","keywords":"Wetland; Environmental science; Chronosequence; Total organic carbon; Marsh; Hydrology (agriculture); Soil carbon; Salt marsh; Soil water; Carbon sequestration; Ecology; Geology; Soil science; Carbon dioxide; Biology","score_opus":0.0075991578999849594,"score_gpt":0.18784433904700362,"score_spread":0.18024518114701865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382774711","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":[0.9972729,0.0000018749838,0.000016407796,0.0006367461,0.00020029236,0.00042391193,0.0000070664987,0.000018263994,0.0014225137],"genre_scores_gemma":[0.9988789,0.0000017556489,0.0000020902537,0.000095074516,0.000022754566,0.000036626487,0.000033156924,0.000011383227,0.00091828074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998764,0.00021486443,0.0003019502,0.0002182797,0.00025224886,0.0002487067],"domain_scores_gemma":[0.9992959,0.00018628799,0.00017753895,0.00028780222,0.0000100415,0.000042430707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043134106,0.00010913831,0.00018777387,0.00006388781,0.00007167083,0.000011371511,0.00019394695,0.00009492436,0.00016523385],"category_scores_gemma":[0.00009174766,0.00008625039,0.000024848401,0.00028854853,0.000058696023,0.00005252824,0.00006292527,0.00016499896,0.000049501636],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005435786,0.000027941773,0.98346376,0.000005764928,0.000006157064,0.00008684637,0.0015585867,0.012622783,0.00047162818,0.000017222752,0.0016038606,0.00008107214],"study_design_scores_gemma":[0.00045653887,0.00014541685,0.9891941,0.000011480492,0.000007551409,0.000010675556,0.00067297614,0.009047479,0.000025213545,0.00011262588,0.00021987081,0.00009608662],"about_ca_topic_score_codex":0.8957862,"about_ca_topic_score_gemma":0.9999029,"teacher_disagreement_score":0.1041167,"about_ca_system_score_codex":0.0011873472,"about_ca_system_score_gemma":0.0001626803,"threshold_uncertainty_score":0.35171887},"labels":[],"label_agreement":null},{"id":"W4383905545","doi":"10.1007/s12237-023-01237-3","title":"Flow Directions and Ages of Subsurface Water in a Salt Marsh System Constrained by Isotope Tracing","year":2023,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Biological and Environmental Research; Office of Science; National Oceanic and Atmospheric Administration; Office for Coastal Management; California Department of Conservation; U.S. Department of Energy","keywords":"Groundwater recharge; Salt marsh; Hydrology (agriculture); Groundwater; Estuary; Marsh; Environmental science; Wetland; Subsurface flow; Submarine groundwater discharge; Surface water; Geology; Seawater; Salinity; Oceanography; Aquifer; Ecology","score_opus":0.004023407718962606,"score_gpt":0.18263587364772987,"score_spread":0.17861246592876726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383905545","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":[0.9982806,0.000081888065,0.00008796031,0.00018088218,0.000077431956,0.00015570552,0.00004470905,0.000050369337,0.0010404548],"genre_scores_gemma":[0.9991373,0.00008938302,0.000075862765,0.0000072641437,0.0000054911407,0.00001253561,0.000017119743,0.000008592378,0.00064647687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992751,0.000033047112,0.00018262198,0.00019306713,0.000105689054,0.00021051214],"domain_scores_gemma":[0.9997669,0.000055837634,0.00002953667,0.00008920903,0.000003653565,0.00005489816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020198057,0.00009727705,0.00017414501,0.00003275656,0.00010250894,0.00003493763,0.000048115555,0.00004348729,0.000041847845],"category_scores_gemma":[0.000009974723,0.00007616313,0.00001680694,0.00015173173,0.00012928243,0.00009823059,0.00016604176,0.0000565471,0.000021024956],"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":[0.00010979842,0.00010761369,0.89717776,0.0007180638,0.000051700783,0.00008285696,0.011957078,0.0045046452,0.03331572,0.00028739704,0.0023302194,0.049357165],"study_design_scores_gemma":[0.0023455748,0.00034108319,0.67616624,0.00054729107,0.00005903606,0.00020211544,0.013506722,0.29422197,0.0041964627,0.00035545294,0.007174286,0.0008837653],"about_ca_topic_score_codex":0.0021049494,"about_ca_topic_score_gemma":0.008635642,"teacher_disagreement_score":0.28971732,"about_ca_system_score_codex":0.000029611527,"about_ca_system_score_gemma":0.000003053336,"threshold_uncertainty_score":0.48188907},"labels":[],"label_agreement":null},{"id":"W4384469679","doi":"10.1016/j.ecss.2023.108436","title":"Water diversion structures and river discharge dictate salinity dynamics on tidal flats of the Fraser River delta, British Columbia","year":2023,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministry of Forests; Ducks Unlimited Canada; University of British Columbia; Raincoast Conservation Foundation; Environment and Climate Change Canada","funders":"","keywords":"Salinity; Estuary; Hydrology (agriculture); Discharge; River delta; Outflow; Environmental science; Delta; Brackish water; River mouth; Tidal river; Groundwater discharge; Tidal irrigation; Oceanography; Geology; Groundwater; Aquifer; Drainage basin; Groundwater flow; Geography; Sediment; Geomorphology","score_opus":0.004965701136183688,"score_gpt":0.18689276514816813,"score_spread":0.18192706401198444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384469679","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":[0.9983395,0.00000253062,0.00002830027,0.00010188165,0.00024214563,0.00020998668,0.00013619279,0.000034034616,0.0009054415],"genre_scores_gemma":[0.99788725,0.000029009787,0.000054522417,0.00004173559,0.000014466704,0.0000032622888,0.000020836038,0.000009119385,0.0019397892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983344,0.000034400462,0.00019270464,0.00047171267,0.00057038176,0.00039637543],"domain_scores_gemma":[0.9994841,0.000039931572,0.0000624096,0.00023753427,0.000019819528,0.00015615682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035444784,0.0001302774,0.00016610349,0.000034996097,0.0007539532,0.00017662269,0.0003706283,0.00004668962,0.00023320527],"category_scores_gemma":[0.00004143361,0.000103939004,0.00004247654,0.00041750033,0.0018151365,0.00036037527,0.002670515,0.00014697987,0.000046783887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017014661,0.00003273056,0.9870681,0.000022536311,0.0000047091185,0.000017461822,0.0006324697,0.0002964074,0.0015485104,0.00004253301,0.00039778644,0.009919728],"study_design_scores_gemma":[0.00033534397,0.00009141224,0.973159,0.000028195556,0.000010057821,0.00001628172,0.00016479117,0.023840666,0.00025210125,0.0017633874,0.00017509116,0.00016368047],"about_ca_topic_score_codex":0.03980063,"about_ca_topic_score_gemma":0.13378154,"teacher_disagreement_score":0.09398091,"about_ca_system_score_codex":0.000053127053,"about_ca_system_score_gemma":0.0000127729545,"threshold_uncertainty_score":0.96659344},"labels":[],"label_agreement":null},{"id":"W4384524874","doi":"10.5194/egusphere-2023-1538","title":"Influence of a small submarine canyon on biogenic matter export flux in the Lower St. Lawrence Estuary, eastern Canada","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bedford Institute of Oceanography; Université Laval; Geological Survey of Canada; Université du Québec à Rimouski; Dalhousie University; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Marine Environmental Observation Prediction and Response Network","keywords":"Canyon; Oceanography; Submarine canyon; Sediment trap; Geology; Estuary; Diatom; Sediment; Submarine pipeline; Continental shelf; Environmental science; Water column; Geomorphology","score_opus":0.013225749815205424,"score_gpt":0.2024816898542468,"score_spread":0.1892559400390414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384524874","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":[0.9907872,0.0000045889255,0.000029525758,0.00062494853,0.00030955145,0.0006432909,0.00016123634,0.00002781414,0.0074118194],"genre_scores_gemma":[0.9933,0.000010099406,0.000053934767,0.00060851255,0.000022104894,0.00009877885,0.00009303813,0.000033815144,0.0057797185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744874,0.00009094158,0.0006078873,0.0006961008,0.0006937711,0.0004625733],"domain_scores_gemma":[0.99842334,0.00011982384,0.0002423445,0.0011045302,0.0000138812,0.00009605402],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047307526,0.0003579977,0.00037611747,0.0000737762,0.00004264126,0.00003909104,0.0012524378,0.00015090442,0.0010789192],"category_scores_gemma":[0.000027583523,0.00025996336,0.00008917625,0.00030442857,0.000091431575,0.000052897198,0.0022092138,0.0004659199,0.00051301986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026146927,0.000090431386,0.9179251,0.00010742456,0.000016053438,0.00013170212,0.00019727663,0.07770814,0.00006299318,0.000008348839,0.0034745247,0.0002518526],"study_design_scores_gemma":[0.00015223048,0.000068995054,0.9919588,0.00019721262,0.000014942274,0.000012220695,0.00012559562,0.0061865607,0.000039728366,0.00016201442,0.000732583,0.00034910333],"about_ca_topic_score_codex":0.96163565,"about_ca_topic_score_gemma":0.99634,"teacher_disagreement_score":0.07403371,"about_ca_system_score_codex":0.000550914,"about_ca_system_score_gemma":0.00019472484,"threshold_uncertainty_score":0.9999853},"labels":[],"label_agreement":null},{"id":"W4384914485","doi":"10.1071/mf22268","title":"A deep dive into the ecology of Gamay (Botany Bay, Australia): current knowledge and future priorities for this highly modified coastal waterway","year":2023,"lang":"en","type":"article","venue":"Marine and Freshwater Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"Ian Potter Foundation; NSW Recreational Fishing Trust","keywords":"Habitat; Ecology; Context (archaeology); Traditional knowledge; Geography; Rocky shore; Environmental resource management; Biology; Environmental science","score_opus":0.04192625312024313,"score_gpt":0.32078100315769975,"score_spread":0.27885475003745663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384914485","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":[0.9966298,0.00012513962,0.000031241092,0.0011735666,0.00020917172,0.00065040844,0.000079774945,0.000023263849,0.0010776578],"genre_scores_gemma":[0.9900481,0.00069884775,0.00010875455,0.0000056441822,0.00016497618,0.00015828904,0.000041538875,0.000017532959,0.00875628],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984619,0.0001521603,0.00023403563,0.00034233768,0.00027877645,0.00053078],"domain_scores_gemma":[0.9993367,0.00023275476,0.000033457494,0.00023744242,0.000045415356,0.00011420751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010246788,0.00014607802,0.00022421933,0.0001068186,0.00033270783,0.00007322488,0.00026559088,0.00008617166,0.00042476744],"category_scores_gemma":[0.000025764544,0.00009060245,0.000045116813,0.0002521677,0.00046998428,0.00010465991,0.0022657549,0.00024880582,0.000091993934],"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":[0.00046046864,0.00015888149,0.77044725,0.0006717297,0.000073704585,0.0000320781,0.017174806,0.000058430138,0.0028030514,0.0014593521,0.01207071,0.19458954],"study_design_scores_gemma":[0.0020274867,0.0010129692,0.2986806,0.00004899436,0.000039625218,0.00003033599,0.0018056813,0.1079603,0.0011620473,0.0114700105,0.57527584,0.00048612957],"about_ca_topic_score_codex":0.0045053037,"about_ca_topic_score_gemma":0.19973122,"teacher_disagreement_score":0.5632051,"about_ca_system_score_codex":0.000060457485,"about_ca_system_score_gemma":0.000013538588,"threshold_uncertainty_score":0.8148716},"labels":[],"label_agreement":null},{"id":"W4385163389","doi":"10.1016/j.jenvman.2023.118647","title":"A multilevel social-ecological network approach for reconciling coastal saltmarsh conservation and development","year":2023,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"National Postdoctoral Program for Innovative Talents; National Natural Science Foundation of China","keywords":"Government (linguistics); Environmental resource management; Corporate governance; Social network analysis; Ecological network; Collaborative governance; Business; Environmental planning; Resource (disambiguation); Resource management (computing); Salt marsh; Scale (ratio); Geography; Ecology; Computer science; Environmental science; Ecosystem","score_opus":0.023281170793119903,"score_gpt":0.2191172935649318,"score_spread":0.1958361227718119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385163389","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":[0.9763848,0.000020291884,0.021387417,0.00017007199,0.0001850023,0.00062940654,0.000021608423,0.00002592123,0.0011754634],"genre_scores_gemma":[0.95587605,0.00008669446,0.042537298,0.0002001106,0.00010118977,0.000049613835,0.000050586958,0.000023065095,0.0010753965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846804,0.00004514335,0.00054117164,0.00024375075,0.00035563458,0.0003462515],"domain_scores_gemma":[0.9994234,0.00007444595,0.00031873558,0.00008137103,0.0000033150618,0.00009876492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096073886,0.00016593635,0.000243636,0.00005809133,0.00028016366,0.000036936064,0.00016604,0.00006688928,0.00015337268],"category_scores_gemma":[0.000010839423,0.00014956063,0.000077538636,0.00010285271,0.00008639592,0.00016637344,0.00048826728,0.00010812414,0.000047755384],"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":[0.0007540859,0.0013231226,0.48582378,0.0005033546,0.0007042415,0.00018073808,0.0026617423,0.06736373,0.0028748114,0.000327627,0.035984106,0.40149868],"study_design_scores_gemma":[0.0015831708,0.00017772712,0.92573726,0.0000246474,0.00005356216,0.000040034207,0.0014051927,0.040032215,0.000022208842,0.0003031019,0.030341279,0.00027960356],"about_ca_topic_score_codex":0.000004107125,"about_ca_topic_score_gemma":0.000033460357,"teacher_disagreement_score":0.43991348,"about_ca_system_score_codex":0.0003100694,"about_ca_system_score_gemma":0.000005785088,"threshold_uncertainty_score":0.6098905},"labels":[],"label_agreement":null},{"id":"W4385165141","doi":"10.11834/jrs.20132017","title":"Reclamation impacts on the evolution of the tidal flat at Chongming Eastern Beach in Changjiang estuary","year":2013,"lang":"en","type":"article","venue":"National Remote Sensing Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"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":"University of Toronto","keywords":"Land reclamation; Estuary; Tidal flat; Environmental science; Oceanography; Hydrology (agriculture); Geology; Geomorphology; Geotechnical engineering; Geography; Sediment; Archaeology","score_opus":0.010032661617288198,"score_gpt":0.20348736563828582,"score_spread":0.19345470402099763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385165141","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":[0.97386754,0.000008453519,0.00030931958,0.007493216,0.00012101541,0.0003553957,0.0000031234601,0.0000126639625,0.017829262],"genre_scores_gemma":[0.9977579,0.0000011137013,0.0004550959,0.0002212767,0.00004579423,4.415853e-7,0.000008287981,0.000011402527,0.0014986526],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986256,0.0001322377,0.00023499611,0.00018275467,0.00063776615,0.00018667271],"domain_scores_gemma":[0.99937594,0.00022328441,0.00016020787,0.00017517735,0.000033584554,0.000031809854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056286674,0.000104809864,0.000090260706,0.000050926516,0.00016818586,0.000025323921,0.00013488303,0.00006775059,0.00031719753],"category_scores_gemma":[0.00038580876,0.00006851042,0.000050628492,0.00023339452,0.0000629351,0.000056456636,0.00017617768,0.0001508181,0.0006948548],"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":[0.00038488448,0.00027104947,0.1459842,0.0002251779,0.00010296142,0.000017186921,0.008590002,0.08910969,0.43513164,0.0018342006,0.0516772,0.2666718],"study_design_scores_gemma":[0.00035241988,0.00003402246,0.45076934,0.00031296958,0.0000060806397,0.000038195714,0.00032232073,0.5422158,0.0015230302,0.0014627777,0.00277122,0.00019182086],"about_ca_topic_score_codex":0.0036501372,"about_ca_topic_score_gemma":0.0024175816,"teacher_disagreement_score":0.4531061,"about_ca_system_score_codex":0.0013492798,"about_ca_system_score_gemma":0.000018519499,"threshold_uncertainty_score":0.8931185},"labels":[],"label_agreement":null},{"id":"W4385602287","doi":"10.1038/s41598-023-39762-7","title":"Variability of blue carbon storage in arid evaporitic environment of two coastal Sabkhas or mudflats","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"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 Toronto","funders":"Qatar National Library; Qatar National Research Fund; Qatar University; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"Arid; Sabkha; Blue carbon; Ecosystem; Mangrove; Geology; Carbon fibers; Hydrology (agriculture); Oceanography; Evaporite; Geochemistry; Ecology; Paleontology; Biology; Sedimentary rock","score_opus":0.011312816074896464,"score_gpt":0.23108567104699948,"score_spread":0.21977285497210303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385602287","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":[0.99533945,0.0000051695915,0.00009046975,0.0000235334,0.0017265808,0.0004676799,0.00002372432,0.000035628662,0.0022877676],"genre_scores_gemma":[0.9978683,0.0000033174447,0.00017887253,0.0000020241837,0.000013569905,0.000021258875,0.000049369843,0.000016403632,0.0018468808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99671286,0.00012563453,0.000992684,0.0008256551,0.0009206117,0.00042255328],"domain_scores_gemma":[0.99822515,0.00011287116,0.00041902997,0.0011042644,0.000011018082,0.00012767845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039295526,0.00017498384,0.0003782424,0.00016092269,0.00007405506,0.000028339684,0.00021635937,0.00006976203,0.00068938977],"category_scores_gemma":[0.00023663562,0.00015385893,0.00009400916,0.0009962185,0.0004912965,0.00014130627,0.00056397985,0.00011943473,0.000054630495],"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":[0.000058942085,0.00041933425,0.84894276,0.00017915828,0.000015922124,0.0008316138,0.0013541139,0.06748042,0.078906976,0.000021748569,0.00041715425,0.0013718408],"study_design_scores_gemma":[0.0016984228,0.00048280272,0.7002437,0.00036946405,0.000102322665,0.00044583474,0.0010851558,0.24747725,0.02596169,0.015812779,0.005083925,0.0012366374],"about_ca_topic_score_codex":0.0017673417,"about_ca_topic_score_gemma":0.005820671,"teacher_disagreement_score":0.17999683,"about_ca_system_score_codex":0.0002444703,"about_ca_system_score_gemma":0.00007053043,"threshold_uncertainty_score":0.75483346},"labels":[],"label_agreement":null},{"id":"W4385660336","doi":"10.1007/s10745-023-00440-x","title":"Environmental History of Coastal Wetlands in the Northern Gulf of California","year":2023,"lang":"en","type":"article","venue":"Human Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"David and Lucile Packard Foundation","keywords":"Wetland; Species richness; Fishing; Geography; Ecology; Ecosystem; Trophic level; Habitat; Abundance (ecology); Fishery; Resource (disambiguation); Biology","score_opus":0.010723473236928766,"score_gpt":0.20070092510697074,"score_spread":0.18997745187004197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385660336","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":[0.99001175,0.0000047060817,0.000003092221,0.000038028593,0.00008529415,0.00014000155,0.00006708449,0.000011010549,0.00963902],"genre_scores_gemma":[0.99798083,0.0000052129694,0.0000066384973,0.000028694434,0.000012256929,0.000015315769,0.000054572716,0.000009723882,0.0018867664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991086,0.0000731587,0.0002860085,0.00015758716,0.00016393678,0.00021070888],"domain_scores_gemma":[0.999558,0.000074925876,0.00012057863,0.00022065318,0.0000013165603,0.00002457306],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033704337,0.00008506862,0.00017525308,0.000058523045,0.000030856318,0.0000012993821,0.00027104627,0.00006111703,0.0035042819],"category_scores_gemma":[0.000010422583,0.00006807029,0.00005117458,0.00009471888,0.00025650553,0.000031579308,0.00022976058,0.000088023575,0.00091949984],"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":[0.000010673808,0.00010478111,0.98997295,0.000010252261,0.0000052892437,0.000015924277,0.0010261006,0.0006481294,0.0058823647,0.000020847041,0.0015788144,0.0007238744],"study_design_scores_gemma":[0.00032199518,0.00012957036,0.9893386,0.0000031480342,0.0000061758014,0.000008591394,0.00037429336,0.0008372397,0.000020801697,0.00015629455,0.008730734,0.00007255925],"about_ca_topic_score_codex":0.0005588797,"about_ca_topic_score_gemma":0.15323125,"teacher_disagreement_score":0.15267237,"about_ca_system_score_codex":0.00028058962,"about_ca_system_score_gemma":0.0000113224605,"threshold_uncertainty_score":0.9998584},"labels":[],"label_agreement":null},{"id":"W4385678920","doi":"10.1016/j.jembe.2023.151931","title":"Burrowing crabs' influence on tidal marsh vegetation species composition and abundance in a temperate back-barrier marsh, Cape Cod, Massachusetts, USA","year":2023,"lang":"en","type":"article","venue":"Journal of Experimental Marine Biology and Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Spartina alterniflora; Ecology; Marsh; Salt marsh; Burrow; Biology; Intertidal zone; Species richness; Vegetation (pathology); Abundance (ecology); Wetland","score_opus":0.008395951013546997,"score_gpt":0.24311505962692087,"score_spread":0.23471910861337386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385678920","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":[0.9982608,0.000060760074,0.000004493744,0.00029191378,0.0002569105,0.00013626105,0.000006556906,0.000007677479,0.00097463175],"genre_scores_gemma":[0.99914616,0.00013189195,0.0002224567,0.0002090604,0.000046751178,0.000008577625,0.00001839244,0.000009148581,0.00020756136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988487,0.00013621834,0.00040890364,0.00023870409,0.000087641165,0.00027988217],"domain_scores_gemma":[0.99950457,0.00011914165,0.00019059576,0.00007941088,0.000013321586,0.00009296984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036571806,0.0001573421,0.00029296536,0.0001461951,0.00012150593,0.000024902589,0.00011048222,0.00013491073,0.0003873142],"category_scores_gemma":[0.000027382668,0.00013989907,0.0000328609,0.00017376698,0.00024100319,0.00023860506,0.00028537074,0.00020991976,0.000121920166],"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":[0.00020696792,0.000060528124,0.81709355,0.000011298341,0.000013965624,0.000050987404,0.0002150623,0.0004924819,0.18139002,0.00012455785,0.0000565976,0.0002839737],"study_design_scores_gemma":[0.0010092001,0.00075754005,0.9932745,0.000030730665,0.0000066323123,0.00024320868,0.00021504507,0.0011232486,0.0024531612,0.0002857533,0.00045276445,0.00014822217],"about_ca_topic_score_codex":0.000121626355,"about_ca_topic_score_gemma":0.0010011259,"teacher_disagreement_score":0.17893687,"about_ca_system_score_codex":0.00018553017,"about_ca_system_score_gemma":0.000012241465,"threshold_uncertainty_score":0.57049185},"labels":[],"label_agreement":null},{"id":"W4386032590","doi":"10.3389/fevo.2023.994533","title":"Invertebrate communities of Bay of Fundy salt marsh pools: comparison of a natural and recovering marsh","year":2023,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Australian Centre for Advanced Photovoltaics; McGill University","keywords":"Salt marsh; Bay; Marsh; Ecology; Invertebrate; Species richness; Biomass (ecology); Chironomidae; Spartina alterniflora; Brackish marsh; Biota; Environmental science; Fauna; Estuary; Biology; Wetland; Oceanography; Geology","score_opus":0.00901232407151696,"score_gpt":0.21830213834191425,"score_spread":0.2092898142703973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386032590","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":[0.9987314,0.00018719716,0.00023834611,0.000030114332,0.0003956757,0.00011609444,0.000020040688,0.000009481722,0.00027169194],"genre_scores_gemma":[0.9990561,0.00016402452,0.00065645465,0.000005939515,0.000003363594,0.000004633474,0.000018382703,0.0000046947257,0.00008642735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929625,0.000102652804,0.00028258713,0.00009722681,0.00007035987,0.00015090301],"domain_scores_gemma":[0.99965715,0.00006641354,0.00014623787,0.00010092831,0.00000711128,0.000022160117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003097461,0.0000713514,0.00027480145,0.00011934331,0.000048109614,0.0000024378605,0.000085248284,0.00009038053,0.0000171283],"category_scores_gemma":[0.000029003791,0.0000739436,0.00002031776,0.0002053046,0.00026912283,0.00012581339,0.00022126005,0.000109017245,0.0000020628047],"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":[0.00006700279,0.000031651205,0.99498457,0.00009992092,0.000014598411,4.7156226e-7,0.0008826579,0.0012751863,0.0005105349,0.000042294425,0.0007241893,0.0013669548],"study_design_scores_gemma":[0.0002529521,0.00009307204,0.7969199,0.00003255148,0.000008832786,0.0000021334151,0.0026307367,0.1986784,0.000065682914,0.00123943,0.000022788243,0.000053550386],"about_ca_topic_score_codex":0.00084034103,"about_ca_topic_score_gemma":0.025049722,"teacher_disagreement_score":0.19806468,"about_ca_system_score_codex":0.00009218376,"about_ca_system_score_gemma":0.0000073909673,"threshold_uncertainty_score":0.9927406},"labels":[],"label_agreement":null},{"id":"W4386174196","doi":"10.1016/b978-0-12-817803-4.00013-9","title":"Cultural landscapes: Human impacts on wetlands","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Wetland; Threatened species; Context (archaeology); Biodiversity; Ecosystem; Ecosystem services; Geography; Environmental resource management; Ecology; Environmental science; Environmental planning; Habitat; Biology","score_opus":0.015052973741269175,"score_gpt":0.23763495382002564,"score_spread":0.22258198007875646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386174196","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":[0.008173964,0.000014739642,3.105353e-7,0.000041661755,0.0004272009,0.00044746327,0.000115561925,0.00023991227,0.9905392],"genre_scores_gemma":[0.04498586,0.00003648707,0.000014240702,0.00013857635,0.0002933824,0.000024778152,0.0001983602,0.00014387007,0.95416445],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772745,0.000021816097,0.00045194244,0.0006584611,0.0006214318,0.00051889854],"domain_scores_gemma":[0.9987771,0.00005172384,0.00024153893,0.0006560822,0.000011541152,0.0002620131],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002323314,0.00056801375,0.000531043,0.00009769699,0.00024423364,0.00009947141,0.00046107735,0.00037025817,0.0019803143],"category_scores_gemma":[0.000012944014,0.00045240406,0.00029058344,0.000025514353,0.000091992486,0.00006521463,0.00048674963,0.00052398496,0.012805179],"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":[0.00006548992,0.00003697053,0.0025579622,0.00023985299,0.00023607569,0.0004012887,0.00090177904,0.00013334083,0.00041888625,0.0058377855,0.011128618,0.97804195],"study_design_scores_gemma":[0.00046625963,0.0002518988,0.0017206263,0.0005908413,0.000082496554,0.000034893877,0.000021570835,0.0001232967,0.0000142484505,0.0054539903,0.99032074,0.000919123],"about_ca_topic_score_codex":0.000010506723,"about_ca_topic_score_gemma":0.004860684,"teacher_disagreement_score":0.97919214,"about_ca_system_score_codex":0.00033662515,"about_ca_system_score_gemma":0.000014179074,"threshold_uncertainty_score":0.99979275},"labels":[],"label_agreement":null},{"id":"W4386227283","doi":"10.1016/j.nbsj.2023.100089","title":"“Whose carbon is it?” Understanding municipalities role in blue carbon ecosystems management in Canada","year":2023,"lang":"en","type":"article","venue":"Nature-Based Solutions","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Blue carbon; Ecosystem; Environmental science; Carbon sequestration; Environmental protection; Seagrass; Environmental resource management; Ecology","score_opus":0.021890671768295858,"score_gpt":0.2305976037691713,"score_spread":0.20870693200087542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386227283","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":[0.9688282,0.00013610606,0.000016815306,0.0011517404,0.0004889082,0.00048647283,0.00010161815,0.00006211228,0.028728038],"genre_scores_gemma":[0.99879783,0.000033447668,0.000020859019,0.00024309567,0.000018434077,0.000089092544,0.000053945107,0.000024260013,0.00071904395],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978624,0.00011422692,0.00037433134,0.00040344315,0.0005148182,0.0007307549],"domain_scores_gemma":[0.9992845,0.00011538697,0.00007386713,0.00041098008,0.0000051733864,0.000110102796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004966318,0.00020455397,0.00023636191,0.00029033798,0.00013956978,0.000028980618,0.0002982748,0.00021999519,0.00008096171],"category_scores_gemma":[0.000020477037,0.00022496661,0.000052537427,0.0013321573,0.000039845007,0.000068522866,0.0002501045,0.00060846587,0.000023199682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009626874,0.00018327896,0.4510839,0.00035139328,0.0000778897,0.000519472,0.004379946,0.53117985,0.00033792856,0.0047885017,0.006668117,0.00033344608],"study_design_scores_gemma":[0.00086143607,0.000023287832,0.02259555,0.00021670644,0.000018764063,0.000002580675,0.018160177,0.95377016,0.000050472652,0.00077646365,0.0031255167,0.00039889524],"about_ca_topic_score_codex":0.9441439,"about_ca_topic_score_gemma":0.999199,"teacher_disagreement_score":0.42848834,"about_ca_system_score_codex":0.007950187,"about_ca_system_score_gemma":0.00018404743,"threshold_uncertainty_score":0.99585813},"labels":[],"label_agreement":null},{"id":"W4386261443","doi":"10.1017/s0956536123000196","title":"Human–environment interactions at Ta'ab Nuk Na, a submerged Maya salt works site in Belize","year":2023,"lang":"en","type":"article","venue":"Ancient Mesoamerica","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"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":"Louisiana State University; National Science Foundation","keywords":"Radiocarbon dating; Mangrove; Sediment; Rhizophora mangle; Geology; Archaeology; Environmental science; Oceanography; Geography; Ecology; Paleontology","score_opus":0.01009440336863147,"score_gpt":0.23092830166580747,"score_spread":0.220833898297176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386261443","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":[0.9927337,0.0000523935,0.000288286,0.00038280935,0.00034202254,0.00037229515,0.000029726165,0.00014439016,0.0056543895],"genre_scores_gemma":[0.9927318,0.00011652662,0.00022399027,0.00029909288,0.000034842735,0.00014026237,0.000098183045,0.00003985246,0.006315411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997573,0.00009073452,0.00045108554,0.0006485363,0.00047730052,0.00075930863],"domain_scores_gemma":[0.99901646,0.000051807183,0.00016261695,0.000549108,0.0000040105683,0.00021600234],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034482408,0.00025737647,0.00029195068,0.00015128932,0.00029963139,0.000042562762,0.00030384946,0.0000680696,0.0059792874],"category_scores_gemma":[0.00002777694,0.00025406052,0.00012929497,0.0010725893,0.00014748499,0.00023434628,0.00094473374,0.00024926726,0.015187275],"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":[0.000084373,0.00062231364,0.76288825,0.000038100636,0.000046796576,0.00030616028,0.0037271713,0.049861785,0.09842805,0.000030347592,0.06271393,0.021252697],"study_design_scores_gemma":[0.00079970865,0.00014122925,0.84210616,0.00009235064,0.000026870692,0.00003413509,0.0006212796,0.042745445,0.00028192686,0.000062807,0.11241278,0.00067532103],"about_ca_topic_score_codex":0.0012644553,"about_ca_topic_score_gemma":0.0037239383,"teacher_disagreement_score":0.09814612,"about_ca_system_score_codex":0.0010740343,"about_ca_system_score_gemma":0.000008367448,"threshold_uncertainty_score":0.9999912},"labels":[],"label_agreement":null},{"id":"W4386421990","doi":"10.22541/au.169382571.17796368/v1","title":"Marsh interspersion and muskrat (Ondatra zibethicus) habitat use","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministry of Natural Resources and Forestry; Trent University","funders":"","keywords":"Marsh; Typha; Wetland; Ecology; Habitat; Geography; Vegetation (pathology); Population; Biodiversity; Biology; Demography","score_opus":0.029068099193710388,"score_gpt":0.23670025105202308,"score_spread":0.20763215185831269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386421990","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":[0.9887387,0.000016406164,0.0015831785,0.0012843203,0.0010823251,0.00048783052,0.000112724985,0.0002919061,0.0064025656],"genre_scores_gemma":[0.9757671,0.00022458145,0.0031860059,0.00023457198,0.000054080567,0.000026680074,0.00014624435,0.00006597668,0.020294787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981051,0.00007100816,0.00030446105,0.00082194334,0.00034852576,0.00034894978],"domain_scores_gemma":[0.99895424,0.00015491912,0.00010311623,0.0005925851,0.000008708706,0.00018644829],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038229712,0.0003139428,0.00029747476,0.000075161435,0.00009841072,0.0002484909,0.0003566555,0.00035138713,0.0012390942],"category_scores_gemma":[0.00007725721,0.00027200708,0.00011093333,0.00011415753,0.00014460695,0.00023195622,0.006003737,0.0005980443,0.0021148012],"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":[0.00011214364,0.00017326366,0.8561772,0.00082982203,0.00016319819,0.00027817494,0.00323044,0.007558954,0.002913161,0.0004121135,0.11023333,0.017918162],"study_design_scores_gemma":[0.0014398323,0.0003361978,0.67380625,0.0013680027,0.0002688108,0.00016596346,0.0032263715,0.26350147,0.00026251088,0.01251605,0.03931856,0.0037900032],"about_ca_topic_score_codex":0.0051272726,"about_ca_topic_score_gemma":0.03241443,"teacher_disagreement_score":0.25594252,"about_ca_system_score_codex":0.00028909597,"about_ca_system_score_gemma":0.000011990042,"threshold_uncertainty_score":0.99997324},"labels":[],"label_agreement":null},{"id":"W4386516007","doi":"10.22541/au.169412005.54731660/v1","title":"Morphometry of widespread tidal meander cutoffs discloses similarity to fluvial morphodynamics","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; Università degli Studi di Padova; European Commission","keywords":"Fluvial; Beach morphodynamics; Meander (mathematics); Geology; Cutoff; Tidal flat; Oceanography; Geomorphology; Sediment transport; Geometry; Sediment; Physics; Mathematics","score_opus":0.02792716293980886,"score_gpt":0.2645611044024288,"score_spread":0.23663394146261996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386516007","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":[0.9599834,0.000009043004,0.023450043,0.0004957693,0.0018043552,0.0009899234,0.0009594883,0.0003060193,0.012001955],"genre_scores_gemma":[0.98501074,0.0000309688,0.0060690236,0.00010857156,0.00010542683,0.00006477727,0.00025605888,0.00009973223,0.008254696],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9964762,0.00009981675,0.0008093822,0.0010670661,0.00093408406,0.0006134574],"domain_scores_gemma":[0.9978828,0.00023801853,0.00028264473,0.0012298597,0.00002954895,0.00033715647],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005999291,0.00053797715,0.0007829537,0.0002161702,0.00010366319,0.000086361135,0.0010712524,0.00043822042,0.002052181],"category_scores_gemma":[0.0002486211,0.00049173756,0.00032380508,0.0005742329,0.00015703583,0.00012668846,0.0077996873,0.0005973891,0.0013944819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027208132,0.0007033123,0.41801634,0.00099015,0.0003730047,0.00011558902,0.0011781518,0.51977825,0.014304906,0.00056493864,0.03902756,0.0046756887],"study_design_scores_gemma":[0.0012489507,0.0004016275,0.47924548,0.00074839307,0.0003604627,0.000044237535,0.0008070754,0.49031886,0.0035626502,0.017037326,0.0027742218,0.0034507264],"about_ca_topic_score_codex":0.010756518,"about_ca_topic_score_gemma":0.020851083,"teacher_disagreement_score":0.061229117,"about_ca_system_score_codex":0.0005433604,"about_ca_system_score_gemma":0.0000538484,"threshold_uncertainty_score":0.9997534},"labels":[],"label_agreement":null},{"id":"W4386594841","doi":"10.22541/essoar.169447435.56844713/v1","title":"Morphometry of widespread tidal meander cutoffs discloses similarity to fluvial morphodynamics","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; Università degli Studi di Padova; European Commission","keywords":"Beach morphodynamics; Fluvial; Meander (mathematics); Geology; Cutoff; Tidal flat; Geomorphology; Oceanography; Sediment transport; Geometry; Sediment; Physics","score_opus":0.02792716293980886,"score_gpt":0.2645611044024288,"score_spread":0.23663394146261996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386594841","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":[0.9599834,0.000009043004,0.023450043,0.0004957693,0.0018043552,0.0009899234,0.0009594883,0.0003060193,0.012001955],"genre_scores_gemma":[0.98501074,0.0000309688,0.0060690236,0.00010857156,0.00010542683,0.00006477727,0.00025605888,0.00009973223,0.008254696],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9964762,0.00009981675,0.0008093822,0.0010670661,0.00093408406,0.0006134574],"domain_scores_gemma":[0.9978828,0.00023801853,0.00028264473,0.0012298597,0.00002954895,0.00033715647],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005999291,0.00053797715,0.0007829537,0.0002161702,0.00010366319,0.000086361135,0.0010712524,0.00043822042,0.002052181],"category_scores_gemma":[0.0002486211,0.00049173756,0.00032380508,0.0005742329,0.00015703583,0.00012668846,0.0077996873,0.0005973891,0.0013944819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027208132,0.0007033123,0.41801634,0.00099015,0.0003730047,0.00011558902,0.0011781518,0.51977825,0.014304906,0.00056493864,0.03902756,0.0046756887],"study_design_scores_gemma":[0.0012489507,0.0004016275,0.47924548,0.00074839307,0.0003604627,0.000044237535,0.0008070754,0.49031886,0.0035626502,0.017037326,0.0027742218,0.0034507264],"about_ca_topic_score_codex":0.010756518,"about_ca_topic_score_gemma":0.020851083,"teacher_disagreement_score":0.061229117,"about_ca_system_score_codex":0.0005433604,"about_ca_system_score_gemma":0.0000538484,"threshold_uncertainty_score":0.9997534},"labels":[],"label_agreement":null},{"id":"W4386605021","doi":"10.1051/e3sconf/202342402005","title":"Research on the Ecological and Economic Impacts of Rising Sea Levels on Mangroves in Southern Florida in the Context of Climate Change","year":2023,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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 Winnipeg","funders":"","keywords":"Mangrove; Context (archaeology); Tourism; Geography; Climate change; Ecology; Biodiversity; Environmental resource management; Environmental science; Biology","score_opus":0.10265386034297747,"score_gpt":0.3202039268975807,"score_spread":0.21755006655460324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386605021","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":[0.9882711,0.000010958113,8.879827e-8,0.00072248536,0.00003856823,0.00027628202,0.00009759965,0.0000037121442,0.010579163],"genre_scores_gemma":[0.99980175,0.00011910248,0.000001499038,0.000026311609,0.000012230218,0.000016792104,0.0000019691133,0.0000036488902,0.000016701573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989018,0.00025827833,0.00024538764,0.00015230686,0.00021639052,0.00022583107],"domain_scores_gemma":[0.9986893,0.0010220864,0.00010110453,0.00015992936,0.000005928054,0.000021675485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001632219,0.00007631438,0.00018813234,0.00009900542,0.000040918225,0.00001802148,0.00028023697,0.000047632795,0.0002567551],"category_scores_gemma":[0.00006410074,0.00004153612,0.000025435469,0.00018898184,0.00025577616,0.000052094783,0.00017755287,0.00013858218,0.00007551482],"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":[0.000100278296,0.000060362065,0.9827354,0.000046351888,0.0000063110433,0.0000042556626,0.005501516,0.00015196894,0.00077391934,0.00492062,0.00007280023,0.0056262366],"study_design_scores_gemma":[0.0002370581,0.00030197183,0.96889997,0.00013006972,0.0000016770815,5.961344e-7,0.02230256,0.006821241,0.00032433867,0.0008747545,0.00005008285,0.000055706812],"about_ca_topic_score_codex":0.0045434223,"about_ca_topic_score_gemma":0.05472369,"teacher_disagreement_score":0.050180268,"about_ca_system_score_codex":0.000040378032,"about_ca_system_score_gemma":0.00003245443,"threshold_uncertainty_score":0.9625251},"labels":[],"label_agreement":null},{"id":"W4386893782","doi":"10.1002/ece3.10532","title":"New extralimital breeding records of saltmarsh sparrows (<i>Ammospiza caudacuta</i>) and Nelson's sparrows (<i>Ammospiza nelsoni</i>) and their implications","year":2023,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"National Science Foundation of Sri Lanka; National Science Foundation","keywords":"Geography; Salt marsh; Ecology; Biology; Fishery; Zoology","score_opus":0.011014311057602921,"score_gpt":0.20899352674894864,"score_spread":0.19797921569134572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386893782","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":[0.9948128,0.0001739579,0.0014165316,0.0017249454,0.00032248654,0.0003338292,0.00006351909,0.00009570221,0.001056243],"genre_scores_gemma":[0.9979385,0.0003516587,0.0006504644,0.00006418416,0.00008011683,0.000026739786,0.000031141622,0.000021407315,0.0008357953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985777,0.000064589316,0.0003334932,0.0004910293,0.000085721025,0.0004474776],"domain_scores_gemma":[0.9992156,0.00016619389,0.00016191528,0.00021968794,0.000014257753,0.0002223636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003978723,0.00021916974,0.00030566895,0.00008640481,0.00036319744,0.00003084566,0.00013019796,0.00020524646,0.000096999036],"category_scores_gemma":[0.00006655374,0.00020699785,0.00004513777,0.0003896001,0.00025531603,0.00033432007,0.0003897471,0.000162634,0.0000566721],"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":[0.000040834893,0.000026516285,0.9769701,0.000036365196,0.000026147596,0.000002497226,0.00066358526,0.00029729135,0.009713882,0.00071443495,0.0045442977,0.006964086],"study_design_scores_gemma":[0.00046426684,0.00023180102,0.98149973,0.000019822159,0.000032356984,0.00011494352,0.00031594414,0.00926414,0.00006960832,0.005185811,0.0025747775,0.00022681065],"about_ca_topic_score_codex":0.0011274989,"about_ca_topic_score_gemma":0.011455091,"teacher_disagreement_score":0.010327592,"about_ca_system_score_codex":0.00012419035,"about_ca_system_score_gemma":0.000029854249,"threshold_uncertainty_score":0.84411275},"labels":[],"label_agreement":null},{"id":"W4386928949","doi":"10.1007/s11852-023-00976-6","title":"Changing water levels and sandy barrier morphodynamics, eastern lake Ontario","year":2023,"lang":"en","type":"article","venue":"Journal of Coastal Conservation","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inlet; Beach morphodynamics; Landform; Geology; Water level; Hydrology (agriculture); Barrier island; Estuary; Wetland; Ecological succession; Sedimentary depositional environment; Ecology; Oceanography; Environmental science; Geomorphology; Geography; Sediment transport; Shore; Sediment; Structural basin","score_opus":0.016515616007092705,"score_gpt":0.2137192212996052,"score_spread":0.1972036052925125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386928949","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":[0.9967182,0.0000025435847,0.0014244029,0.0005631059,0.0003009614,0.00009681255,0.000022949182,0.000019306166,0.0008517167],"genre_scores_gemma":[0.99208486,0.0000039590595,0.00022012233,0.00016577389,0.0000523019,0.0000016835417,0.00002233981,0.000014603648,0.007434358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884665,0.000040353018,0.00038160456,0.00012898406,0.00032995315,0.00027244756],"domain_scores_gemma":[0.9995331,0.000041810017,0.00017785474,0.00010012104,0.000035328823,0.00011174672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007054163,0.00012013311,0.0001838285,0.00013907185,0.00011835458,0.000071153416,0.000111146386,0.000055722587,0.00065942615],"category_scores_gemma":[0.000029347559,0.00009192139,0.00005924058,0.00017734915,0.00004939964,0.0004876026,0.0002618372,0.00015649165,0.00013365148],"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":[0.0000820472,0.000019410141,0.97771287,0.000020569309,0.00003101055,0.000087846085,0.0031550545,0.0013853983,0.011301879,0.0000148683175,0.0005656953,0.005623334],"study_design_scores_gemma":[0.00118586,0.00021768785,0.9155412,0.000112234244,0.00004497932,0.00036102574,0.00089293683,0.05631016,0.0007053614,0.00090833375,0.023397075,0.00032314757],"about_ca_topic_score_codex":0.0013739081,"about_ca_topic_score_gemma":0.30011904,"teacher_disagreement_score":0.29874513,"about_ca_system_score_codex":0.00010594674,"about_ca_system_score_gemma":0.000027170554,"threshold_uncertainty_score":0.7220254},"labels":[],"label_agreement":null},{"id":"W4386934820","doi":"10.1038/s41467-023-41333-3","title":"Priority areas to protect mangroves and maximise ecosystem services","year":2023,"lang":"en","type":"article","venue":"Nature Communications","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Environment and Climate Change Canada; Nature Conservancy of Canada; European Commission","keywords":"Ecosystem services; Mangrove; Biodiversity; Ecosystem; Mangrove ecosystem; Environmental resource management; Ecosystem health; Business; Ecosystem management; Geography; Environmental planning; Environmental protection; Ecology; Environmental science; Biology","score_opus":0.00896838600514612,"score_gpt":0.25176755266398126,"score_spread":0.24279916665883514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386934820","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":[0.9842444,0.00021077183,0.000024310855,0.0047439337,0.00009812712,0.0007654877,0.000090439215,0.00025440074,0.009568103],"genre_scores_gemma":[0.99756336,0.00010697518,0.0015016366,0.0001722593,0.0000148858135,0.00011736609,0.000052875585,0.0000144296655,0.0004562226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991845,0.00007986621,0.00015167383,0.00022272185,0.00016888902,0.00019237142],"domain_scores_gemma":[0.99848235,0.0000959105,0.000051975883,0.001236654,0.000012540485,0.00012059852],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028685108,0.000108685825,0.00011644522,0.000058704445,0.00031186902,0.00006231345,0.0008306593,0.00013126453,0.00004340189],"category_scores_gemma":[0.0000382348,0.00010011466,0.000029325269,0.000548217,0.000031949872,0.00013210271,0.0018046617,0.0003153353,0.00079590036],"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":[0.00007072151,0.00033341936,0.9120718,0.0005971651,0.00010636583,0.000020577596,0.0070249517,0.0010046556,0.0081417365,0.0060504545,0.016361985,0.048216134],"study_design_scores_gemma":[0.00022673757,0.000040778847,0.73407614,0.000099752586,0.000019998182,0.000020853247,0.00063077593,0.027236125,0.000079176454,0.000764819,0.23647904,0.00032581622],"about_ca_topic_score_codex":0.0002617841,"about_ca_topic_score_gemma":0.060306568,"teacher_disagreement_score":0.22011706,"about_ca_system_score_codex":0.00009229284,"about_ca_system_score_gemma":0.0000059157833,"threshold_uncertainty_score":0.9999821},"labels":[],"label_agreement":null},{"id":"W4386958640","doi":"10.47363/jeesr/2023(5)201","title":"Transitional Mangrove Scrub North of La Paz and Magdalena Bayin Baja California, Mexico: A Historical Review","year":2023,"lang":"en","type":"review","venue":"Journal of Earth and Environmental Sciences Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Dalhousie University; Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Mangrove; Geography; Rhizophora mangle; Bay; Oceanography; Biodiversity; Avicennia; Ecology; Fishery; Forestry; Geology","score_opus":0.07519319091732453,"score_gpt":0.33429252142372484,"score_spread":0.2590993305064003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386958640","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056432565,0.99241525,0.000018000545,0.00019099473,0.00008159589,0.0004883179,0.00029374033,0.000004566108,0.000864268],"genre_scores_gemma":[0.0019241245,0.9971922,0.00022058356,0.000023711324,0.000059583756,0.00001144781,0.00001547773,0.00002164605,0.0005312123],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955674,0.00060994306,0.0009939113,0.0004456965,0.0018760423,0.0005070451],"domain_scores_gemma":[0.99834985,0.00056598446,0.00046241228,0.00017931568,0.000009786706,0.00043266173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039343922,0.00027891406,0.0011082545,0.00026799354,0.00027293738,0.00005976331,0.00050888595,0.00014679959,0.000668535],"category_scores_gemma":[0.000107857086,0.00019535609,0.00028823278,0.00068400265,0.0012015783,0.00025580276,0.00052350067,0.0007215875,0.00012440466],"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":[0.00005333236,0.00036687078,0.014873821,0.022487493,0.00014902781,0.00036597138,0.00018081226,0.000047020858,0.000054833108,0.000026004562,0.0051390664,0.95625573],"study_design_scores_gemma":[0.00025318042,0.00054206565,0.0047687544,0.010412638,0.00016665875,0.0009139335,0.00009485496,0.0002032712,7.744172e-7,0.00007259581,0.9822585,0.00031275337],"about_ca_topic_score_codex":0.0001890106,"about_ca_topic_score_gemma":0.00037671044,"teacher_disagreement_score":0.97711945,"about_ca_system_score_codex":0.00029252146,"about_ca_system_score_gemma":0.0000967306,"threshold_uncertainty_score":0.796639},"labels":[],"label_agreement":null},{"id":"W4386969201","doi":"10.9753/icce.v37.management.114","title":"NEW INSIGHTS ON USING SCALED MARSH PLANT SURROGATES FOR WAVE ATTENUATION","year":2023,"lang":"en","type":"article","venue":"Coastal Engineering Proceedings","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada; Institut National de la Recherche Scientifique; University of Ottawa","funders":"","keywords":"Marsh; Vegetation (pathology); Downscaling; Environmental science; Storm; Coastal erosion; Scale (ratio); Coastal engineering; Coastal hazards; Hydrology (agriculture); Geography; Erosion; Oceanography; Meteorology; Ecology; Geology; Climate change; Wetland; Sea level rise; Cartography; Geomorphology; Precipitation","score_opus":0.017952347268415145,"score_gpt":0.20486364122110112,"score_spread":0.18691129395268596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386969201","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":[0.989422,0.0000033362455,0.008600151,0.00007974664,0.00033689197,0.000419887,0.000040836276,0.00036343405,0.00073366845],"genre_scores_gemma":[0.9942718,0.0000041667868,0.004420786,0.000015320938,0.00014232102,0.00002857187,0.00007060711,0.000053241445,0.0009931872],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998824,0.0000014222084,0.00022288496,0.00032385782,0.00025413217,0.00037369662],"domain_scores_gemma":[0.99963474,0.00006008051,0.00006552862,0.000079022575,0.000014886652,0.00014575076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015660518,0.00019537445,0.00016860482,0.00011502252,0.00010050735,0.00007009589,0.0001250931,0.00007791987,0.000033074717],"category_scores_gemma":[0.000091411566,0.00019166716,0.00006339564,0.00043858547,0.000013452382,0.00023717961,0.00018641236,0.00009557894,0.00014078912],"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":[0.00053496164,0.00016350536,0.03096693,0.0013243211,0.00016085188,0.00005091389,0.0055502555,0.4467793,0.45513466,0.00665261,0.025396483,0.02728519],"study_design_scores_gemma":[0.0005361286,0.00010920681,0.009984018,0.00014312234,0.000016244494,0.000019957455,0.00009570178,0.98063076,0.0033224002,0.0002525677,0.0045651863,0.00032469322],"about_ca_topic_score_codex":0.00008865975,"about_ca_topic_score_gemma":0.00011034718,"teacher_disagreement_score":0.53385144,"about_ca_system_score_codex":0.00014759872,"about_ca_system_score_gemma":0.000009651403,"threshold_uncertainty_score":0.781596},"labels":[],"label_agreement":null},{"id":"W4386969219","doi":"10.9753/icce.v37.management.26","title":"WAVE ATTENUATION OF SALTMARSH VEGETATION UNDER STORM CONDITIONS","year":2023,"lang":"en","type":"article","venue":"Coastal Engineering Proceedings","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada; University of Ottawa; Institut National de la Recherche Scientifique","funders":"","keywords":"Vegetation (pathology); Storm; Context (archaeology); Shore; Environmental science; Attenuation; Salt marsh; Drag coefficient; Drag; Marine engineering; Meteorology; Geology; Geography; Engineering; Oceanography; Physics; Mechanics","score_opus":0.010886097425835317,"score_gpt":0.20477070578206855,"score_spread":0.19388460835623322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386969219","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":[0.9948922,0.0000029970429,0.0023517339,0.00009080027,0.00017707383,0.00016292947,0.000018113473,0.00022991185,0.002074286],"genre_scores_gemma":[0.99908257,0.0000047413046,0.0003546765,0.000010408388,0.00003191035,0.000024958359,0.000057643,0.000024742041,0.00040834222],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99914604,0.0000015364081,0.00020355682,0.00018301458,0.00024983476,0.00021598564],"domain_scores_gemma":[0.99973804,0.000029290773,0.00007435815,0.000067118046,0.000024683972,0.000066520304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016376862,0.000112551854,0.00011902156,0.00010079209,0.00005169593,0.000020547324,0.000084385676,0.00005376271,0.00006468306],"category_scores_gemma":[0.00005364821,0.00012210707,0.000043150012,0.0005648239,0.000031956934,0.00028631318,0.00014544772,0.00008163622,0.00023242483],"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":[0.000028488319,0.00010196031,0.065450184,0.0008216725,0.00007010385,0.000008643153,0.0028461132,0.4690568,0.442517,0.010762299,0.004130917,0.0042058164],"study_design_scores_gemma":[0.00034057238,0.00007221071,0.50225693,0.000107558044,0.000020653817,0.000017180495,0.00033304558,0.4928144,0.002379302,0.0006102644,0.0007821556,0.0002657419],"about_ca_topic_score_codex":0.000058881804,"about_ca_topic_score_gemma":0.00013111105,"teacher_disagreement_score":0.4401377,"about_ca_system_score_codex":0.00009464545,"about_ca_system_score_gemma":0.000006006323,"threshold_uncertainty_score":0.4979382},"labels":[],"label_agreement":null},{"id":"W4387002710","doi":"10.1111/gcb.16943","title":"Blue carbon benefits from global saltmarsh restoration","year":2023,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":82,"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":"University of Cambridge","keywords":"Salt marsh; Greenhouse gas; Blue carbon; Environmental science; Marsh; Carbon fibers; Carbon sequestration; Soil carbon; Carbon cycle; Global warming; Climate change; Ecology; Carbon dioxide; Ecosystem; Wetland; Biology; Soil water; Soil science","score_opus":0.03288319319384281,"score_gpt":0.2587654297439122,"score_spread":0.2258822365500694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387002710","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":[0.991554,0.00013496724,0.00002930242,0.00047111083,0.0011051078,0.00021643017,0.0011538409,0.00020561792,0.005129593],"genre_scores_gemma":[0.9987419,0.00006099535,0.00005486916,0.00019745274,0.00029279842,0.000036682442,0.00056907936,0.0000067291353,0.000039444985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881166,0.000072978684,0.00017528248,0.00040435223,0.00013281462,0.00040289696],"domain_scores_gemma":[0.9995373,0.000021353078,0.00007004985,0.00025587255,0.0000068917707,0.00010856729],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012800134,0.00015153243,0.0001733919,0.00001440003,0.00006741322,0.000015709811,0.0002316824,0.00018727392,0.00016414066],"category_scores_gemma":[0.00003256535,0.0001436124,0.00004471419,0.0005373552,0.00006293684,0.000075982345,0.0004424166,0.000050021306,0.0017849882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033823846,0.000015686139,0.9796705,0.0000034040272,0.000009738504,0.000010552611,0.00007057631,0.00005880952,0.0001277356,0.00076105824,0.001055182,0.018182918],"study_design_scores_gemma":[0.000252569,0.00013650868,0.98010314,0.000011093223,0.000010384526,0.000007950636,0.0000552527,0.008993696,0.0000068558384,0.0028717401,0.0073398156,0.00021102138],"about_ca_topic_score_codex":0.022987751,"about_ca_topic_score_gemma":0.057970393,"teacher_disagreement_score":0.03498264,"about_ca_system_score_codex":0.00056055136,"about_ca_system_score_gemma":0.0000075332637,"threshold_uncertainty_score":0.99899226},"labels":[],"label_agreement":null},{"id":"W4387120306","doi":"10.3390/rs15194742","title":"Assessing the Potential Impacts of Climate Change on Current Coastal Ecosystems—A Canadian Case Study","year":2023,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Environmental science; Ecosystem; Storm surge; Climate change; Salt marsh; Marsh; Flooding (psychology); Marine ecosystem; Storm; Oceanography; Hydrology (agriculture); Wetland; Ecology; Geology","score_opus":0.029794277811795764,"score_gpt":0.29266430708206836,"score_spread":0.2628700292702726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387120306","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":[0.99716485,0.000009806613,0.000086841515,0.00013256994,0.0007862248,0.00061473233,0.000044222168,0.000060622322,0.0011001272],"genre_scores_gemma":[0.9997289,0.000021605269,0.000040087107,0.000024948282,0.00013272271,9.279613e-8,0.000013721077,0.000029724299,0.000008201648],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99820477,0.00021031084,0.00031634467,0.00030162977,0.00037489977,0.00059205235],"domain_scores_gemma":[0.9991592,0.00007262352,0.00015627197,0.00038434728,0.000014488326,0.00021307245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008896068,0.00018090707,0.00021506529,0.00012792347,0.00045528225,0.00012572599,0.00011939731,0.00004655144,0.000021495207],"category_scores_gemma":[0.000037749553,0.00013806875,0.00007524205,0.00050677813,0.000039645685,0.00018515029,0.00024753038,0.00018226416,0.00022606674],"study_design_candidate":"simulation_or_modeling","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":[0.000022727618,0.00009265299,0.030651202,0.00017445763,0.000041605683,0.012366982,0.007060354,0.0069693686,0.0021424685,0.0000039935626,0.00023489297,0.9402393],"study_design_scores_gemma":[0.0003489924,0.00010849113,0.027910998,0.0002492194,0.00004388852,0.002071079,0.009594231,0.9591086,0.000030838793,0.00001719393,0.00026937656,0.00024708026],"about_ca_topic_score_codex":0.41207567,"about_ca_topic_score_gemma":0.8546531,"teacher_disagreement_score":0.95213926,"about_ca_system_score_codex":0.0002914769,"about_ca_system_score_gemma":0.000034865356,"threshold_uncertainty_score":0.5918394},"labels":[],"label_agreement":null},{"id":"W4387126874","doi":"10.1101/2023.09.26.559561","title":"A simple method to genetically differentiate invasive F <sub>1</sub> <i>Typha</i> hybrids ( <i>T</i> . × <i>glauca</i> ) and advanced-generation/backcrossed hybrids from parent species ( <i>T. latifolia</i> and <i>T. angustifolia</i> ) in eastern Canada and northeastern USA","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Universities Space Research Association","keywords":"Hybrid; Biology; Introgression; Taxon; Range (aeronautics); Microsatellite; Typha; Invasive species; Genetic marker; Botany; Wetland; Gene; Genetics; Ecology; Allele","score_opus":0.013341827386868392,"score_gpt":0.20648063742474032,"score_spread":0.19313881003787192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387126874","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":[0.98973703,0.00043256447,0.0038638918,0.0002492365,0.00076985714,0.0015486698,0.0032491013,0.00014102785,0.000008646519],"genre_scores_gemma":[0.9943029,0.00072921166,0.0032239342,0.0008641037,0.00027152308,0.0003437821,0.000019343408,0.000225618,0.000019580482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99384856,0.0003322706,0.0011914044,0.0025366656,0.00088501326,0.0012061057],"domain_scores_gemma":[0.99681365,0.0003488751,0.00047538252,0.0012158751,0.000111048306,0.0010351582],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00058693177,0.0011897732,0.0012629938,0.00019441253,0.00032247492,0.0006137364,0.00061090244,0.000349918,0.00003361236],"category_scores_gemma":[0.00015997358,0.0012931002,0.00010607229,0.0005831121,0.00025177337,0.00029349868,0.003388181,0.0007298261,0.000053829084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006379526,0.00006466835,0.50228125,0.00020989605,0.00006985684,0.00015448882,0.000050363677,0.0019029883,0.4947614,0.0000073033407,0.000326504,0.000107474225],"study_design_scores_gemma":[0.0015298045,0.000114146635,0.8869003,0.0005145513,0.00019133324,6.7458507e-7,0.000025868518,0.01502511,0.09201013,0.000023299366,0.0017403625,0.0019244154],"about_ca_topic_score_codex":0.15298039,"about_ca_topic_score_gemma":0.7463775,"teacher_disagreement_score":0.5933972,"about_ca_system_score_codex":0.00062581256,"about_ca_system_score_gemma":0.00043085834,"threshold_uncertainty_score":0.99895185},"labels":[],"label_agreement":null},{"id":"W4387935825","doi":"10.1111/fwb.14194","title":"Development of genomic resources for cattails ( <i>Typha</i> ), a globally important macrophyte genus","year":2023,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Russian Science Foundation; Trent University","keywords":"Biology; Introgression; Evolutionary biology; Phylogenetic tree; Adaptation (eye); Genome; Population; Ecology; Genetics; Gene","score_opus":0.010867393904970227,"score_gpt":0.22976040945079543,"score_spread":0.2188930155458252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387935825","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":[0.9978469,0.00003923011,0.00047394578,0.000092248294,0.000263358,0.00032149683,0.0004073875,0.00006147401,0.00049397245],"genre_scores_gemma":[0.9864469,0.000015918891,0.01221419,0.000098486584,0.000058104455,0.000092143346,0.0002179482,0.000024301133,0.00083196245],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865836,0.00002729992,0.00044655186,0.00033130118,0.000092262526,0.00044425298],"domain_scores_gemma":[0.9995199,0.00003344924,0.00013581789,0.00023060861,0.000008270391,0.00007195165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003564744,0.0001437806,0.00022628598,0.000047201876,0.00009897642,0.000010700185,0.00034555577,0.000095068084,0.0003091279],"category_scores_gemma":[0.000012223797,0.00011473356,0.00006631488,0.00013652188,0.00009695088,0.00002756071,0.0004546742,0.00004277493,0.00063423463],"study_design_candidate":"not_applicable","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":[0.0001739878,0.000058159127,0.30665356,0.000092027214,0.00008578653,0.0000184709,0.0022063635,0.00036227086,0.6686127,0.00010539029,0.007721895,0.013909395],"study_design_scores_gemma":[0.00064827345,0.00015894439,0.07256296,0.000013926775,0.000016692942,0.000018430628,0.00010993204,0.0036379949,0.008267559,0.0010275932,0.913193,0.00034472527],"about_ca_topic_score_codex":0.00033372824,"about_ca_topic_score_gemma":0.017994428,"teacher_disagreement_score":0.9054711,"about_ca_system_score_codex":0.00010467109,"about_ca_system_score_gemma":0.000019471681,"threshold_uncertainty_score":0.9999246},"labels":[],"label_agreement":null},{"id":"W4388050761","doi":"10.2112/jcoastres-d-22-00048.1","title":"Complexity, Variance, and Nonlinearity: A Multisite, Multiseasonal Study of Tidal Marsh Sedimentation Processes in the St. Lawrence Estuary, Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Marsh; Salt marsh; Estuary; Sediment; Intertidal zone; Environmental science; Predictability; Oceanography; Sedimentary budget; Sediment transport; Physical geography; Geology; Hydrology (agriculture); Ecology; Geography; Wetland; Geomorphology","score_opus":0.060975240013774926,"score_gpt":0.3442143947017585,"score_spread":0.2832391546879836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388050761","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":[0.99868315,0.000017460512,0.000032820102,0.00041805374,0.000062443694,0.00040594902,0.000081711645,0.0000033070962,0.0002950712],"genre_scores_gemma":[0.9995706,0.000038525995,0.0002035345,0.000015540661,0.00003654847,0.000009199775,0.000008719339,0.00000815694,0.000109172586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968218,0.00035181417,0.0004242262,0.00016981261,0.0019160324,0.000316304],"domain_scores_gemma":[0.9987065,0.00073804933,0.00016848235,0.0001359403,0.00014210437,0.00010892732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024372675,0.00009603855,0.00020381952,0.00013580311,0.00014561674,0.00006418297,0.00042001554,0.00002875749,0.00006608528],"category_scores_gemma":[0.0004030638,0.00007000514,0.000019669185,0.0012353978,0.0001694741,0.0002566228,0.00051945366,0.00040613345,0.0000051287325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029929573,0.00071566645,0.98369366,0.00015623523,0.000026134,0.0004988889,0.0030231618,0.0023692702,0.00051674,0.000016454778,0.0020163332,0.006668152],"study_design_scores_gemma":[0.0012609019,0.00063853164,0.9685439,0.00008837448,0.0000065742793,0.00008248963,0.008485421,0.020115612,0.000019912624,0.00021412752,0.000461084,0.00008310473],"about_ca_topic_score_codex":0.31561282,"about_ca_topic_score_gemma":0.9597975,"teacher_disagreement_score":0.6441847,"about_ca_system_score_codex":0.00013783875,"about_ca_system_score_gemma":0.00028465415,"threshold_uncertainty_score":0.6889446},"labels":[],"label_agreement":null},{"id":"W4388592011","doi":"10.1038/s41597-023-02633-x","title":"Global dataset of soil organic carbon in tidal marshes","year":2023,"lang":"en","type":"article","venue":"Scientific Data","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":51,"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; McGill University","funders":"Agencia Estatal de Investigación; Fundação para a Ciência e a Tecnologia; South African Agency for Science and Technology Advancement; Sight Research UK; Xunta de Galicia; Deutsche Forschungsgemeinschaft; National Research Foundation; Ministerio de Ciencia e Innovación; Higher Education Funding Council for Wales; Nelson Mandela University; U.S. Department of Defense; Department of Science and Innovation, South Africa; Fundación Séneca; Natural Environment Research Council","keywords":"Marsh; Soil carbon; Environmental science; Total organic carbon; Oceanography; Carbon fibers; Wetland; Ecology; Soil science; Geology; Soil water; Biology; Computer science","score_opus":0.02164637414739909,"score_gpt":0.25003930628751136,"score_spread":0.22839293214011228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388592011","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":[0.9561049,0.0000069899675,0.00001538817,0.0000666026,0.00065615046,0.000111152214,0.041078813,0.00003348421,0.0019265594],"genre_scores_gemma":[0.9700817,0.000003502977,0.000087059656,0.000008092558,0.000012053606,0.0000020189777,0.029030334,0.0000069138096,0.000768357],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99837404,0.000037208734,0.00026141846,0.0006108923,0.0004123971,0.0003040281],"domain_scores_gemma":[0.99809355,0.000023364018,0.000066564135,0.0017458173,0.000003608727,0.00006710891],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012604032,0.00008765041,0.00012364796,0.00005660559,0.0000576268,0.00006771069,0.0014310798,0.00003480297,0.00068859727],"category_scores_gemma":[0.00010072973,0.00008198457,0.000012171351,0.0017279856,0.00019620902,0.0002815763,0.0038792482,0.000046322857,0.0011631934],"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":[0.00001829181,0.00012511146,0.54140353,0.00006553846,0.000009702604,0.000056342185,0.0001425292,0.0023973417,0.0059071807,0.000030817384,0.44353107,0.0063125785],"study_design_scores_gemma":[0.00058686396,0.00003342106,0.44409907,0.00005899637,0.000020836413,0.000018744882,0.00040269,0.49823245,0.00027911074,0.0010755968,0.054782044,0.00041017757],"about_ca_topic_score_codex":0.0027829972,"about_ca_topic_score_gemma":0.103783295,"teacher_disagreement_score":0.4958351,"about_ca_system_score_codex":0.00010324241,"about_ca_system_score_gemma":0.000029216648,"threshold_uncertainty_score":0.99961454},"labels":[],"label_agreement":null},{"id":"W4388744057","doi":"10.1101/2023.11.14.567078","title":"Host-microbiome mutualisms emerge from community interactions among microbes","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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 Toronto","funders":"Gordon and Betty Moore Foundation","keywords":"Microbiome; Biology; Host (biology); Microbial population biology; Competition (biology); Ecology; Bacteria; Genetics","score_opus":0.016953322325627636,"score_gpt":0.21636711508407888,"score_spread":0.19941379275845125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388744057","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":[0.9911974,0.00004602498,0.0008288567,0.00017809964,0.003292962,0.0007096636,0.0028547093,0.00085433736,0.000037926842],"genre_scores_gemma":[0.99743646,0.00007904975,0.0016129371,0.00010885652,0.00024936532,0.0001773348,0.000011291395,0.00022322347,0.00010145114],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99655396,0.0004467225,0.00080228824,0.0010520436,0.00038555067,0.0007594215],"domain_scores_gemma":[0.9964375,0.00021086907,0.0005568084,0.0023607684,0.00007575465,0.00035829504],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007553058,0.00073396525,0.0006846813,0.00022801057,0.0005897438,0.0003430598,0.001486566,0.00051698345,0.0010705224],"category_scores_gemma":[0.00016343937,0.0008228528,0.00028509763,0.0007023927,0.00030291453,0.0003790973,0.00482026,0.0018860609,0.003159434],"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":[0.000016764096,0.00025149234,0.13206671,0.00014159264,0.00019720237,0.000049942675,0.00012261177,0.00047932274,0.86243594,0.000011744603,0.0042254147,0.0000012697586],"study_design_scores_gemma":[0.00040522,0.000035752953,0.9412727,0.0006148359,0.00016889592,3.2196557e-8,0.000058180896,0.0027278939,0.045753237,0.0000073166825,0.0075175287,0.0014384104],"about_ca_topic_score_codex":0.025031587,"about_ca_topic_score_gemma":0.0072700484,"teacher_disagreement_score":0.8166827,"about_ca_system_score_codex":0.0009797274,"about_ca_system_score_gemma":0.00007778205,"threshold_uncertainty_score":0.99984264},"labels":[],"label_agreement":null},{"id":"W4388765620","doi":"10.1016/j.jglr.2023.102257","title":"A simple method to genetically differentiate invasive F1 Typha hybrids (T. × glauca) and advanced-generation/backcrossed hybrids from parent species (T. Latifolia and T. angustifolia) in eastern Canada and northeastern USA","year":2023,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hybrid; Biology; Introgression; Taxon; Invasive species; Range (aeronautics); Typha; Introduced species; Botany; Microsatellite; Genetic marker; Wetland; Ecology; Gene; Genetics; Allele","score_opus":0.04686311288716425,"score_gpt":0.3154449750690847,"score_spread":0.2685818621819204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388765620","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":[0.9984475,0.00011166981,0.0004086631,0.00039056005,0.000094174786,0.0002701157,0.00015924122,0.000004824169,0.000113276124],"genre_scores_gemma":[0.9979493,0.00024788216,0.00074567244,0.000040751216,0.00010156657,0.000010807712,0.00001844166,0.000021098122,0.00086449727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997503,0.00027385677,0.00047143648,0.00038328156,0.00086198776,0.00050644355],"domain_scores_gemma":[0.9987566,0.00041030862,0.000103695755,0.0001989259,0.00007899512,0.00045147215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007503476,0.00018912136,0.00036873922,0.00019109609,0.00018067178,0.00020960634,0.00021669875,0.000047305126,0.00020944368],"category_scores_gemma":[0.00018250544,0.00015853877,0.000032071137,0.00040344644,0.00013514448,0.00019330751,0.00062136445,0.0002811142,0.000018455512],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013059707,0.000022084167,0.9626613,0.00003168466,0.000028230876,0.0002623702,0.00044735963,0.0012459393,0.018410299,0.0000046275345,0.00038113026,0.016374372],"study_design_scores_gemma":[0.00077542843,0.0002254217,0.9695142,0.000081532955,0.000013797661,0.00006772875,0.00041646315,0.026792804,0.0005517403,0.00023770145,0.0011477859,0.00017540978],"about_ca_topic_score_codex":0.11203058,"about_ca_topic_score_gemma":0.937084,"teacher_disagreement_score":0.8250534,"about_ca_system_score_codex":0.0002517548,"about_ca_system_score_gemma":0.00012390736,"threshold_uncertainty_score":0.8938825},"labels":[],"label_agreement":null},{"id":"W4388948492","doi":"10.1016/j.ecss.2023.108573","title":"Changing processes flooding a salt marsh in a microtidal estuary with a drying climate","year":2023,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Salt marsh; Estuary; Marsh; Environmental science; Flooding (psychology); Climate change; Habitat; Hydrology (agriculture); Oceanography; Wetland; Sea level; Ecosystem; Ecology; Geology","score_opus":0.006576685363336165,"score_gpt":0.20717113047236205,"score_spread":0.20059444510902588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388948492","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":[0.99574256,0.000010703627,0.00011312053,0.00018067722,0.00007759597,0.00029510813,0.0000061412743,0.00013760447,0.0034364918],"genre_scores_gemma":[0.9988684,0.000052146035,0.00059374695,0.000043816217,0.00001903189,0.000041094157,0.000006258631,0.000017646962,0.0003578428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976289,0.00001803065,0.0002357995,0.00066154863,0.0004895404,0.0009661468],"domain_scores_gemma":[0.9994741,0.00006576977,0.00007076935,0.0001916837,0.000018153329,0.00017952682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009433893,0.00021042208,0.00020943135,0.00034072401,0.000516976,0.0001885012,0.00034798196,0.000031891264,0.000045990448],"category_scores_gemma":[0.00008896175,0.00017049313,0.00001910711,0.0040426743,0.00046792216,0.0007644211,0.0017965082,0.00015142348,0.00014593595],"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":[0.000057106983,0.00006449547,0.9690401,0.00021208535,0.0000032508533,0.00019157985,0.0032000125,0.0019946499,0.01604048,0.00006375444,0.000018530034,0.009113975],"study_design_scores_gemma":[0.001698825,0.0005083849,0.8857824,0.0007480847,0.000019738842,0.0004589714,0.006366243,0.09900409,0.003422955,0.0004983516,0.00033698697,0.0011549225],"about_ca_topic_score_codex":0.0008199607,"about_ca_topic_score_gemma":0.010295771,"teacher_disagreement_score":0.097009435,"about_ca_system_score_codex":0.000083878695,"about_ca_system_score_gemma":0.00006120709,"threshold_uncertainty_score":0.6952508},"labels":[],"label_agreement":null},{"id":"W4389120596","doi":"10.1101/2023.11.28.569122","title":"Temperature-dependence and genetic variation in resource acquisition strategies in a model freshwater plant","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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 Toronto; Queen's University; University of British Columbia","funders":"","keywords":"Competition (biology); Resource Acquisition Is Initialization; Biology; Resource (disambiguation); Trait; Ecology; Population; Selection (genetic algorithm); Resource allocation; Economics; Demography; Computer science","score_opus":0.00912295741873688,"score_gpt":0.1912520412739782,"score_spread":0.18212908385524135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389120596","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":[0.9974698,0.000069840025,0.001101652,0.00011378925,0.00016555507,0.00058638415,0.00033714456,0.00014537382,0.000010478879],"genre_scores_gemma":[0.99668306,0.00010096205,0.0028727355,0.000054639666,0.00005160078,0.00015836525,0.0000015351038,0.000069689384,0.0000074045743],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99760234,0.00012785754,0.00048781055,0.0009524399,0.00037024022,0.0004592944],"domain_scores_gemma":[0.99905753,0.0000419954,0.00017677994,0.00058767956,0.000017021106,0.000119006574],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00051848823,0.00036619097,0.0003494483,0.00023915933,0.00007076268,0.00027341564,0.0003378146,0.00045231584,0.000033512337],"category_scores_gemma":[0.00003327635,0.00038775158,0.00003863944,0.0003853291,0.000061099774,0.00026355998,0.0008596109,0.0005700752,0.000067885776],"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":[0.00005870726,0.0000884247,0.08787273,0.00030594086,0.000017110522,0.00027922716,0.00014110384,0.35694864,0.5540382,0.00013377685,0.00011509141,0.0000010136823],"study_design_scores_gemma":[0.00031120228,0.000018710998,0.6574666,0.00033429882,0.000013164235,6.6739915e-8,0.000010880984,0.34000197,0.0013047578,0.00006254292,0.00003208922,0.0004437],"about_ca_topic_score_codex":0.0011902914,"about_ca_topic_score_gemma":0.004965242,"teacher_disagreement_score":0.5695939,"about_ca_system_score_codex":0.0005169308,"about_ca_system_score_gemma":0.000099532095,"threshold_uncertainty_score":0.9998574},"labels":[],"label_agreement":null},{"id":"W4389312483","doi":"10.1016/j.scitotenv.2023.168955","title":"Salinity, mineralogy, porosity, and hydrodynamics as drivers of carbon burial in urban mangroves from a megacity","year":2023,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of Hong Kong","keywords":"Mangrove; Blue carbon; Biogeochemical cycle; Total organic carbon; Soil carbon; Environmental science; Carbon sequestration; Organic matter; Carbon fibers; Soil organic matter; Ecosystem; Sediment; Environmental chemistry; Soil science; Ecology; Geology; Soil water; Chemistry; Carbon dioxide; Biology","score_opus":0.0058869655801568,"score_gpt":0.19124126331454994,"score_spread":0.18535429773439313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389312483","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":[0.9973464,0.000009827433,0.0000019421043,0.00047163886,0.0001927604,0.00029112244,0.00003806952,0.00001075908,0.00163747],"genre_scores_gemma":[0.99942195,0.000030217114,0.00005580649,0.000007640514,0.00001579693,0.0000055032233,0.0000027591645,0.000007999149,0.00045231334],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99828327,0.000082623475,0.00028447618,0.00034231142,0.0007069165,0.00030039455],"domain_scores_gemma":[0.999126,0.00008962908,0.00017379396,0.00053774327,0.000002059497,0.000070744725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008733225,0.00013907238,0.00019967959,0.00005424986,0.00013249126,0.000016602544,0.0007525675,0.00004782577,0.00006737781],"category_scores_gemma":[0.000055600474,0.00009009861,0.00006172752,0.00044038246,0.0020153017,0.00013138642,0.002374003,0.00012558493,0.000028463675],"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":[0.00009515083,0.00021385601,0.12696174,0.00002180061,0.000026201471,0.000007859465,0.0052089375,0.26106638,0.6053028,0.00038984,0.000079303245,0.00062614155],"study_design_scores_gemma":[0.00047093353,0.00010341899,0.8367867,0.000029223702,0.000029289464,0.000007875422,0.0005329493,0.15205684,0.00580229,0.0039893757,0.000011546114,0.00017957775],"about_ca_topic_score_codex":0.010591496,"about_ca_topic_score_gemma":0.0006779552,"teacher_disagreement_score":0.7098249,"about_ca_system_score_codex":0.00021125564,"about_ca_system_score_gemma":0.000016476999,"threshold_uncertainty_score":0.9959971},"labels":[],"label_agreement":null},{"id":"W4389558985","doi":"10.1038/s41467-023-44037-w","title":"Carbonate chemistry and carbon sequestration driven by inorganic carbon outwelling from mangroves and saltmarshes","year":2023,"lang":"en","type":"article","venue":"Nature Communications","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":110,"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 Lethbridge","funders":"Vetenskapsrådet","keywords":"Mangrove; Carbon sequestration; Carbon fibers; Carbonate; Blue carbon; Environmental science; Environmental chemistry; Chemistry; Ecology; Carbon dioxide; Materials science; Biology","score_opus":0.00677924454295136,"score_gpt":0.22064593161968693,"score_spread":0.21386668707673556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389558985","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":[0.99070233,0.001330788,0.000002426941,0.0010501717,0.000049044425,0.00013693508,0.000059143644,0.00011659268,0.0065525826],"genre_scores_gemma":[0.9975995,0.0014054563,0.00032000607,0.000038317987,0.000019525465,0.000016994096,0.00033822475,0.000018990972,0.00024298736],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992352,0.000053026648,0.00016285627,0.0002503412,0.00014111491,0.00015742249],"domain_scores_gemma":[0.9990316,0.00015201524,0.00007260474,0.00066005054,0.000008275122,0.00007544807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120727345,0.00012644946,0.00012298183,0.000016340653,0.0001632054,0.000051689087,0.00034222702,0.00020866128,0.000011505465],"category_scores_gemma":[0.00004147287,0.00013147574,0.000016201924,0.00022088764,0.0001302545,0.000079389436,0.00065960444,0.0004210608,0.000006304092],"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":[0.000008725781,0.000046180652,0.7081932,0.00003461964,0.00004437027,0.000003346594,0.0014084028,0.00017177596,0.28733066,0.00008023228,0.00045405983,0.002224459],"study_design_scores_gemma":[0.00054541935,0.000031143834,0.43325657,0.000088427354,0.00009552619,0.000011799059,0.00085719186,0.55367774,0.0038546706,0.001757133,0.0051749465,0.0006494064],"about_ca_topic_score_codex":0.0020460729,"about_ca_topic_score_gemma":0.0058571533,"teacher_disagreement_score":0.55350596,"about_ca_system_score_codex":0.0000923175,"about_ca_system_score_gemma":0.000008352708,"threshold_uncertainty_score":0.53614247},"labels":[],"label_agreement":null},{"id":"W4389561507","doi":"10.7185/gold2023.18765","title":"Quantifying the role of biogeochemical interaction between macro- and micronutrients on carbon cycling in mangroves soil","year":2023,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of British Columbia","funders":"","keywords":"Biogeochemical cycle; Mangrove; Carbon cycle; Cycling; Environmental science; Macro; Soil carbon; Carbon fibers; Nutrient cycle; Ecology; Environmental chemistry; Earth science; Soil science; Ecosystem; Chemistry; Soil water; Computer science; Geology; Forestry; Geography; Biology","score_opus":0.015031508726619175,"score_gpt":0.247562038330342,"score_spread":0.2325305296037228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389561507","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":[0.99591273,0.0000075894545,0.0000032206997,0.000095406554,0.000044188608,0.00009445732,0.000007488608,0.000021254671,0.0038136619],"genre_scores_gemma":[0.99988145,0.000017214314,0.000021509173,0.000009196245,0.000013340506,0.0000040544314,0.000012081475,0.000006499558,0.00003465064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993713,0.000024451667,0.00016859028,0.00016559161,0.0001208105,0.00014924508],"domain_scores_gemma":[0.99968314,0.00013246949,0.000046969188,0.00011064059,0.0000015044419,0.000025293228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019918324,0.00006927146,0.000096366224,0.000047340465,0.00003241078,0.000013409263,0.00008998487,0.000038618426,0.00002011673],"category_scores_gemma":[0.000019429042,0.000049852617,0.000021435912,0.00020801408,0.000037416245,0.000048973263,0.00021650123,0.00008593185,0.000037516682],"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":[0.000012640158,0.0000126017385,0.90609664,0.000008170474,0.0000034159366,8.2038406e-7,0.0002554813,0.00019491406,0.087660864,0.00001532966,0.000009186924,0.0057299146],"study_design_scores_gemma":[0.00045601625,0.00007289853,0.70334846,0.00013176056,0.000013430767,0.000004374399,0.003095927,0.104823984,0.1860086,0.0012973553,0.0005252359,0.0002219711],"about_ca_topic_score_codex":0.0026494863,"about_ca_topic_score_gemma":0.0026992885,"teacher_disagreement_score":0.20274822,"about_ca_system_score_codex":0.000055656154,"about_ca_system_score_gemma":0.000001281839,"threshold_uncertainty_score":0.40052485},"labels":[],"label_agreement":null},{"id":"W4389629318","doi":"10.2305/rzvd9721","title":"Protected and conserved coastal areas in Canada: insights with respect to Target 3 of the Kunming-Montreal Global Biodiversity Framework","year":2023,"lang":"en","type":"article","venue":"PARKS","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; Wildlife Conservation Society Canada; Parks Canada","funders":"","keywords":"Geography; Biodiversity; Bay; Marine protected area; Arctic; Marine ecosystem; Marine conservation; Ecosystem; Environmental protection; Environmental resource management; Oceanography; Ecology; Environmental science; Habitat; Archaeology; Biology","score_opus":0.005725626483528946,"score_gpt":0.17750661283509458,"score_spread":0.17178098635156563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389629318","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":[0.9979244,0.0000052579635,0.000048570848,0.00030086748,0.0000488314,0.0003707534,0.00022329108,0.000014757551,0.0010632569],"genre_scores_gemma":[0.9997135,0.0000012447732,0.00018321331,0.0000547315,0.0000032795194,0.000008683519,0.000008549353,0.0000023552002,0.000024477875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919456,0.000056306217,0.00011571293,0.00020225263,0.00023186202,0.0001992871],"domain_scores_gemma":[0.9996336,0.000044477456,0.000050892464,0.00017680509,0.00000676553,0.000087475666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079720245,0.00009136108,0.00013307955,0.000016242266,0.00007751502,0.000010301676,0.00015923398,0.000037737533,0.000046352397],"category_scores_gemma":[0.00005767582,0.00006276934,0.000013720732,0.00062054786,0.000066168395,0.00003528149,0.00036927007,0.00009246101,0.000018178505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009943373,0.000010374663,0.9972643,0.00000917033,0.0000068229656,0.00005108925,0.0002721429,0.0015205067,0.00005449557,0.000005814291,0.00051984296,0.00018599305],"study_design_scores_gemma":[0.00021772187,0.000032825887,0.996492,0.00003943359,0.0000042404995,0.000007817152,0.00030111178,0.002272994,0.00008709177,0.00017341442,0.00028338563,0.000087920875],"about_ca_topic_score_codex":0.9042948,"about_ca_topic_score_gemma":0.99755883,"teacher_disagreement_score":0.09326402,"about_ca_system_score_codex":0.00030782714,"about_ca_system_score_gemma":0.0001047123,"threshold_uncertainty_score":0.25596592},"labels":[],"label_agreement":null},{"id":"W4389765705","doi":"10.1007/s10533-023-01104-0","title":"Elevated temperature and nutrients lead to increased N2O emissions from salt marsh soils from cold and warm climates","year":2023,"lang":"en","type":"article","venue":"Biogeochemistry","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Natural Environment Research Council; South Central Climate Adaptation Science Center; Natural Sciences and Engineering Research Council of Canada; U.S. Geological Survey; European Commission; Sight Research UK; CERN","keywords":"Environmental science; Denitrification; Soil water; Salt marsh; Marsh; Sink (geography); Nutrient; Phragmites; Soil carbon; Environmental chemistry; Hydrology (agriculture); Wetland; Nitrogen; Ecology; Chemistry; Soil science; Geology; Biology","score_opus":0.005834987397805577,"score_gpt":0.20481905238492779,"score_spread":0.1989840649871222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389765705","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":[0.9963247,0.00007594872,0.00000133769,0.000327567,0.00006865773,0.000177419,0.0025591485,0.00013862055,0.00032660528],"genre_scores_gemma":[0.99782586,0.0001010212,0.0002197042,0.00015324262,0.000061762614,0.000024020574,0.0011352259,0.000021742406,0.00045740535],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986567,0.000021416068,0.00020971417,0.000548394,0.00022577103,0.0003380362],"domain_scores_gemma":[0.9991487,0.00012239937,0.000056726036,0.00031652392,0.0000092382925,0.00034638777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000100760255,0.00021323882,0.00021236908,0.00002507465,0.00016733022,0.000086980814,0.0001778573,0.00020041484,0.00039107507],"category_scores_gemma":[0.00009895878,0.00019931076,0.000032779186,0.0003183745,0.00006740245,0.00009200927,0.0005673348,0.00013382733,0.00025104638],"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":[0.000028464943,0.000025602649,0.25423238,0.000017591949,0.000012354373,0.00001658194,0.0000709322,0.0000032214855,0.7401138,7.292471e-7,0.0053430544,0.00013530393],"study_design_scores_gemma":[0.0011379599,0.000038600436,0.1851384,0.00024831915,0.00005006257,0.000008157511,0.00048829813,0.002591405,0.80167526,0.00044945843,0.0075501883,0.00062388886],"about_ca_topic_score_codex":0.0033802732,"about_ca_topic_score_gemma":0.00038251182,"teacher_disagreement_score":0.069093965,"about_ca_system_score_codex":0.00007920677,"about_ca_system_score_gemma":0.0000124585995,"threshold_uncertainty_score":0.81276566},"labels":[],"label_agreement":null},{"id":"W4389828767","doi":"10.1007/s12524-023-01788-9","title":"Estimation of Above Ground Biomass with Synthetic Aperture Radar (SAR) Data in Lothian Island, Sundarbans, India","year":2023,"lang":"en","type":"article","venue":"Journal of the Indian Society of Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Space Applications Centre","keywords":"Synthetic aperture radar; Geography; Remote sensing; Estimation; Biomass (ecology); Geology; Cartography; Oceanography; Engineering","score_opus":0.00934806054217792,"score_gpt":0.2204447326493343,"score_spread":0.21109667210715638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389828767","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":[0.99507177,0.000036249272,0.003092972,0.0013066216,0.00014907739,0.00014790043,0.000057425415,0.000006844818,0.00013116344],"genre_scores_gemma":[0.9789062,0.000048284983,0.020864878,0.00006678421,0.000030789433,4.6421236e-9,0.00001172006,0.000020414742,0.000050915438],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983877,0.000089099885,0.0005055692,0.00017005179,0.00061847403,0.0002291379],"domain_scores_gemma":[0.9984916,0.00017689378,0.0007618624,0.00048887753,0.000020304215,0.000060447903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010865068,0.00013697386,0.00031530802,0.000064966196,0.000096336255,0.0000293938,0.0004870212,0.00010992214,0.000011306793],"category_scores_gemma":[0.00010509035,0.00009261136,0.00014101995,0.00073298236,0.0002143371,0.00027446722,0.0002937185,0.00029330642,0.0000064702995],"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":[0.00061640097,0.00028557028,0.090114914,0.0021693825,0.00095573853,0.00047520478,0.07370135,0.042437542,0.07531147,0.000011410572,0.010185686,0.70373535],"study_design_scores_gemma":[0.0019892256,0.00025955684,0.10803753,0.0029269955,0.0001496225,0.0013537598,0.008046634,0.8711303,0.002130026,0.0010615975,0.0024317186,0.00048304486],"about_ca_topic_score_codex":0.0011824551,"about_ca_topic_score_gemma":0.002040324,"teacher_disagreement_score":0.82869273,"about_ca_system_score_codex":0.0002228083,"about_ca_system_score_gemma":0.000078590914,"threshold_uncertainty_score":0.37765816},"labels":[],"label_agreement":null},{"id":"W4390222622","doi":"10.1007/978-3-031-40783-3_16","title":"Climate Change—Protected Areas as a Tool to Address a Global Crisis","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Victoria","funders":"","keywords":"Globe; Climate change; Biodiversity; Environmental resource management; Natural (archaeology); Adaptation (eye); Environmental planning; Ecosystem; Global warming; Geography; Climate change adaptation; Environmental protection; Business; Environmental science; Ecology; Biology","score_opus":0.020992634063274517,"score_gpt":0.23844833069940854,"score_spread":0.21745569663613404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390222622","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":[0.0028227835,0.0000101920705,0.00011610229,0.00076958176,0.0004927574,0.0019761513,0.0011650849,0.00062216783,0.9920252],"genre_scores_gemma":[0.028130332,0.0002013799,0.0009090401,0.0025983625,0.0004697851,0.00073032425,0.00032019345,0.00030146548,0.9663391],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973324,0.000015737069,0.0004191257,0.0008816623,0.00069290213,0.0006582046],"domain_scores_gemma":[0.99879396,0.000024172261,0.00014366048,0.0007132357,0.00001754046,0.00030743878],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019572463,0.00050818536,0.00047776997,0.00007414861,0.00013373584,0.00010108233,0.000511737,0.00037613037,0.011412776],"category_scores_gemma":[0.00003001702,0.00046733275,0.00020349726,0.00017682556,0.00003879735,0.00012643808,0.0018282206,0.00021653064,0.05971249],"study_design_candidate":"not_applicable","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":[0.001435311,0.00034255092,0.008037493,0.0013603651,0.00076705735,0.003556151,0.0017955111,0.00086996995,0.00023340622,0.24738647,0.297234,0.4369817],"study_design_scores_gemma":[0.002501043,0.0017632843,0.034238316,0.0029229952,0.00064839446,0.0006358332,0.00052351516,0.0068587195,0.000042514668,0.08525832,0.8552099,0.0093971575],"about_ca_topic_score_codex":0.003387572,"about_ca_topic_score_gemma":0.01877453,"teacher_disagreement_score":0.5579759,"about_ca_system_score_codex":0.00062251,"about_ca_system_score_gemma":0.000012202486,"threshold_uncertainty_score":0.99977785},"labels":[],"label_agreement":null},{"id":"W4390461839","doi":"10.1672/ucrt083-265","title":"Marsh Restoration Using Thin Layer Sediment Addition: Initial Soil Evaluation","year":2017,"lang":"en","type":"article","venue":"Wetland Science and Practice","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"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":"Engineer Research and Development Center; U.S. Army Corps of Engineers; Nature Conservancy; Bayer Canada; New Jersey Department of Environmental Protection","keywords":"Marsh; Wetland; Sediment; Environmental science; Erosion; Salt marsh; Land reclamation; Storm; Hydrology (agriculture); Dredging; Land degradation; Land use; Geology; Oceanography; Geomorphology; Ecology; Geotechnical engineering","score_opus":0.07002914195188609,"score_gpt":0.3530602218625482,"score_spread":0.2830310799106621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390461839","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":[0.9368291,0.000015341386,0.00032574186,0.0017453735,0.0005299762,0.000269356,0.00001066207,0.000016706139,0.060257766],"genre_scores_gemma":[0.9983148,0.00001795932,0.0011065567,0.0002916272,0.0001292541,0.00001090436,0.000008442288,0.000005269449,0.00011520634],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980456,0.00013625684,0.00016465217,0.00035149214,0.001076832,0.00022516164],"domain_scores_gemma":[0.99899584,0.00013595617,0.00026740204,0.00038843657,0.00009619336,0.00011617475],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005044725,0.00009844219,0.00008583766,0.00004074004,0.0018078373,0.0006528188,0.0002734064,0.000048384893,0.00052145944],"category_scores_gemma":[0.0019083718,0.0000856489,0.000014874654,0.00013744173,0.00036375015,0.004035611,0.00030844114,0.00010536384,0.00013035355],"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":[0.0018745838,0.0009973501,0.11103157,0.0001415401,0.000101885926,0.00024420177,0.0138656385,0.09341083,0.2252813,0.002142271,0.027099643,0.5238092],"study_design_scores_gemma":[0.0009935879,0.0001639776,0.065487035,0.00004934202,0.000112624075,0.00030731026,0.00088314514,0.8956431,0.0008067112,0.00089951936,0.03424735,0.00040630958],"about_ca_topic_score_codex":0.0011172722,"about_ca_topic_score_gemma":0.0015192919,"teacher_disagreement_score":0.80223227,"about_ca_system_score_codex":0.00029042416,"about_ca_system_score_gemma":0.00013295199,"threshold_uncertainty_score":0.9994917},"labels":[],"label_agreement":null},{"id":"W4390483762","doi":"10.21203/rs.3.rs-3764595/v1","title":"Are plant communities of roadside stormwater ponds similar to those found in natural wetlands?","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université Laval","funders":"Ministère des Transports","keywords":"Wetland; Habitat; Stormwater; Biodiversity; Natural (archaeology); Environmental science; Ecology; Geography; Hydrology (agriculture); Biology; Surface runoff; Geology","score_opus":0.054068982011102884,"score_gpt":0.34733727982258955,"score_spread":0.29326829781148667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390483762","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":[0.993037,0.00035448888,0.000006314804,0.00064170995,0.00040402391,0.0010342431,0.0005799065,0.00005139584,0.0038909034],"genre_scores_gemma":[0.99739,0.000083282604,0.0001017202,0.000036498186,0.00007785417,0.00017346784,0.0002502551,0.000056666144,0.001830313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961637,0.00053985266,0.00051606406,0.00053202896,0.0014207899,0.00082752464],"domain_scores_gemma":[0.998203,0.00034143758,0.000119097735,0.0010543213,0.00007100073,0.00021117905],"candidate_categories":["metaepi_narrow","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0019836065,0.00033716732,0.0005501943,0.00058271416,0.00015156996,0.00018846578,0.0011046778,0.00028217133,0.0005433144],"category_scores_gemma":[0.00015399008,0.00028080665,0.00014180904,0.000662198,0.00019519833,0.00009466261,0.010469744,0.002419916,0.0005742127],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006594074,0.00043508824,0.85375404,0.0065260893,0.00014573388,0.0010501231,0.022358958,0.09408414,0.0010497569,0.00019502519,0.017411472,0.0023301821],"study_design_scores_gemma":[0.0010774983,0.00059694867,0.75639987,0.017609105,0.000043826138,0.00006733237,0.024796626,0.16995831,0.00043987078,0.011671632,0.015518335,0.0018206497],"about_ca_topic_score_codex":0.012732689,"about_ca_topic_score_gemma":0.30546412,"teacher_disagreement_score":0.29273143,"about_ca_system_score_codex":0.0011514648,"about_ca_system_score_gemma":0.000079575046,"threshold_uncertainty_score":0.9999644},"labels":[],"label_agreement":null},{"id":"W4390513395","doi":"10.24843/lkjiti.2023.v14.i03.p02","title":"Computational Parallel on Simulation of Wave Attenuation by Mangrove Forest","year":2023,"lang":"en","type":"article","venue":"Lontar Komputer Jurnal Ilmiah Teknologi Informasi","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Algoma University","funders":"Universitas Telkom","keywords":"Mangrove; Attenuation; Acceleration; Speedup; Computation; Environmental science; Computer science; Parallel computing; Ecology; Physics; Algorithm; Optics","score_opus":0.013320043152453165,"score_gpt":0.22482624129975265,"score_spread":0.21150619814729948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390513395","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":[0.929767,0.0000037782552,0.06571222,0.00031449238,0.00027185696,0.00032342208,0.000030402674,0.0001444244,0.0034323938],"genre_scores_gemma":[0.9967634,0.000006871063,0.0018771186,0.00021035557,0.000038395385,0.0000116073525,0.00041377824,0.000015404084,0.000663052],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983901,0.00003122112,0.0005121973,0.00023703954,0.00048947317,0.00033999913],"domain_scores_gemma":[0.9992457,0.00016954173,0.0002673305,0.0002044244,0.000028631477,0.00008438347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023640571,0.00019392151,0.00020721722,0.00011615168,0.00011887454,0.00003996563,0.00022266303,0.00013063884,0.00007946471],"category_scores_gemma":[0.000027589687,0.00017059759,0.00009939517,0.0003399205,0.000075322016,0.00046935963,0.00026329907,0.00018702274,0.00062027556],"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":[0.00004614605,0.00003996002,0.043663215,0.000014738661,0.000019478666,0.000011042498,0.00029480737,0.93432176,0.000044081833,0.00035004874,0.0027899179,0.018404799],"study_design_scores_gemma":[0.00050689967,0.0002241008,0.21187258,0.000021393287,0.000007201528,0.000011301225,0.000037885,0.78196365,0.000036429934,0.00084942364,0.0043063816,0.00016273563],"about_ca_topic_score_codex":0.000088997505,"about_ca_topic_score_gemma":0.0003533476,"teacher_disagreement_score":0.16820936,"about_ca_system_score_codex":0.00021269926,"about_ca_system_score_gemma":0.000013717036,"threshold_uncertainty_score":0.7972594},"labels":[],"label_agreement":null},{"id":"W4390544528","doi":"10.1029/2023gl105893","title":"Morphometry of Tidal Meander Cutoffs Indicates Similarity to Fluvial Morphodynamics","year":2024,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca; China Scholarship Council; Università degli Studi di Padova; Natural Sciences and Engineering Research Council of Canada; European Commission; Dipartimenti di Eccellenza","keywords":"Meander (mathematics); Beach morphodynamics; Fluvial; Geology; Wetland; Channel (broadcasting); Ephemeral key; Oceanography; Geomorphology; Ecology; Sediment transport; Sediment; Geometry","score_opus":0.021624437455553737,"score_gpt":0.30441495198503166,"score_spread":0.2827905145294779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390544528","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":[0.99129415,0.000013601362,0.0020788312,0.0041026655,0.00021103096,0.0003559547,0.000083538645,0.00007177179,0.001788461],"genre_scores_gemma":[0.9983726,0.0000056613994,0.0005634969,0.00029200283,0.00016286163,0.000033506087,0.000025096551,0.0000337167,0.0005110688],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99671006,0.00017361461,0.00028405513,0.00058791606,0.0014586933,0.00078563165],"domain_scores_gemma":[0.9987165,0.0004941198,0.000026440952,0.00040401836,0.000021880609,0.00033707873],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008376989,0.00018357403,0.0002574053,0.00025049134,0.00014073815,0.00011698412,0.0005832139,0.000082884864,0.00066467014],"category_scores_gemma":[0.00021201877,0.00016091278,0.00014064256,0.0015804117,0.00037968683,0.00021455521,0.0011150226,0.0006562717,0.0029377097],"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":[0.00016951718,0.00034754834,0.01369959,0.00028348542,0.00010872273,0.00025050712,0.0010161902,0.0047208844,0.90756613,0.0012296551,0.057825547,0.012782213],"study_design_scores_gemma":[0.0013512658,0.0013917736,0.4297377,0.000540937,0.000096520795,0.000057132038,0.00065112085,0.4931971,0.026348636,0.010811421,0.033748504,0.0020678956],"about_ca_topic_score_codex":0.002206868,"about_ca_topic_score_gemma":0.0002621706,"teacher_disagreement_score":0.8812175,"about_ca_system_score_codex":0.00038719128,"about_ca_system_score_gemma":0.000034093435,"threshold_uncertainty_score":0.9978386},"labels":[],"label_agreement":null},{"id":"W4390704681","doi":"10.1016/j.wse.2024.01.002","title":"Tidal asymmetry and mud transport in Oualidia Lagoon: Actual conditions in 2012 and rehabilitation scenarios","year":2024,"lang":"en","type":"article","venue":"Water Science and Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski; Hydro-Québec","funders":"","keywords":"Dredging; Flood myth; Environmental science; Sediment; Inlet; Sediment transport; Siltation; Hydrology (agriculture); Oceanography; Geology; Geomorphology; Geotechnical engineering; Geography","score_opus":0.003426417340943039,"score_gpt":0.19114283634294946,"score_spread":0.18771641900200642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390704681","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":[0.9991251,0.000047576283,0.00015410267,0.0002887046,0.00008700779,0.00008897391,0.0000049462265,0.000021915032,0.00018163845],"genre_scores_gemma":[0.9995933,0.000014190215,0.0003201915,0.000010327112,0.0000064258966,0.000008593665,0.0000028266581,0.0000048322345,0.000039277937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930245,0.000004831788,0.000113422335,0.00023655138,0.000131071,0.00021165321],"domain_scores_gemma":[0.9998347,0.000034171037,0.0000039829915,0.000056824552,0.0000022835188,0.00006804739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047473388,0.000072223615,0.00007389479,0.00014882983,0.000046813297,0.000060855084,0.000048902708,0.000029013056,0.000024930278],"category_scores_gemma":[0.000015034412,0.000057548335,0.0000067114174,0.00029442305,0.000120853925,0.00073523296,0.00006335198,0.00007858033,0.000009830048],"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":[0.000015692149,0.00006518782,0.72021157,0.00059631054,0.000007107704,0.0001229124,0.036182467,0.031569064,0.19697036,0.0012291846,0.00010295959,0.0129271895],"study_design_scores_gemma":[0.00019745788,0.00005261799,0.7401042,0.00010781563,0.000003828009,0.000041074825,0.0004283853,0.25727308,0.0004226345,0.00019463105,0.0009810145,0.0001932468],"about_ca_topic_score_codex":0.00019931178,"about_ca_topic_score_gemma":0.0009494476,"teacher_disagreement_score":0.22570401,"about_ca_system_score_codex":0.00007052107,"about_ca_system_score_gemma":0.000006230121,"threshold_uncertainty_score":0.2346753},"labels":[],"label_agreement":null},{"id":"W4390769665","doi":"10.19189/map.2015.omb.209","title":"Reintroduction of salt marsh vegetation and phosphorus fertilisation improve plant colonisation on seawater-contaminated cutover bogs","year":2016,"lang":"en","type":"article","venue":"Mires and Peat","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Center for Northern Studies","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Sphagnum Peat Moss Association; Université Laval","keywords":"Bog; Environmental science; Salt marsh; Vegetation (pathology); Marsh; Phosphorus; Peat; Agronomy; Ecology; Biology; Wetland; Chemistry","score_opus":0.004740320640845662,"score_gpt":0.18123407615609785,"score_spread":0.17649375551525218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390769665","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":[0.9988305,0.00003536452,0.0001742473,0.00029351184,0.00013408266,0.0001822065,0.00001632346,0.000014842016,0.00031893168],"genre_scores_gemma":[0.9992082,0.00010599893,0.00003969364,0.000020837439,0.00002347313,0.000007916792,0.000023766595,0.0000067589294,0.0005633157],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99938446,0.00003097731,0.00014469362,0.00021028066,0.00012224271,0.00010733825],"domain_scores_gemma":[0.99974215,0.00003881273,0.000076283366,0.00009855639,0.000007831315,0.000036394944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013394593,0.000082527564,0.0000929315,0.000023582805,0.00006186791,0.000016827047,0.000028166529,0.000048495276,0.000048214006],"category_scores_gemma":[0.000014756315,0.000056654986,0.000014237164,0.00003864755,0.000052123756,0.00015946316,0.00003953415,0.000027123098,0.000016629785],"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":[0.00077255385,0.00008315844,0.29484624,0.00010633027,0.000020191566,0.0000037498935,0.001679639,0.00015245921,0.44838083,0.00029052203,0.00051377935,0.25315058],"study_design_scores_gemma":[0.00075013586,0.0003623523,0.95813924,0.00006803893,0.000017862556,0.000009602937,0.000063720654,0.0073388857,0.030515257,0.0003606399,0.002240266,0.00013400185],"about_ca_topic_score_codex":0.0014227193,"about_ca_topic_score_gemma":0.0012639891,"teacher_disagreement_score":0.663293,"about_ca_system_score_codex":0.000092000606,"about_ca_system_score_gemma":0.0000027704914,"threshold_uncertainty_score":0.23103233},"labels":[],"label_agreement":null},{"id":"W4390770555","doi":"10.1002/lno.12480","title":"Region‐specific drivers cause low organic carbon stocks and sequestration rates in the saltmarsh soils of southern <scp>Scandinavia</scp>","year":2024,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"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":"International Atomic Energy Agency; Vetenskapsrådet; Svenska Forskningsrådet Formas; Deutsche Forschungsgemeinschaft; Innovationsfonden; Biodiversa+; Norges Forskningsråd; Velux Stiftung; Réseau de cancérologie Rossy; Academy of Finland; Gobierno del Principado de Asturias","keywords":"Carbon sequestration; Salt marsh; Soil water; Environmental science; Carbon fibers; Total organic carbon; Oceanography; Ecology; Hydrology (agriculture); Environmental chemistry; Geology; Soil science; Chemistry; Carbon dioxide; Biology; Geotechnical engineering","score_opus":0.007360223009054094,"score_gpt":0.19797464495097924,"score_spread":0.19061442194192516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390770555","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":[0.99800915,0.000768267,0.000055679775,0.00013662419,0.000102455255,0.00019037431,0.000013532897,0.00003249886,0.0006914069],"genre_scores_gemma":[0.99912435,0.0007131506,0.000016742772,0.000031887077,0.00001789386,0.000005768148,0.000010515433,0.000010268825,0.000069431546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991321,0.000098465454,0.00018280154,0.00028007803,0.00009968865,0.0002068833],"domain_scores_gemma":[0.9995797,0.00016240998,0.000052808908,0.00016219192,0.000004419057,0.000038415317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019590104,0.00013037551,0.00014669403,0.00012921216,0.00007371269,0.000039458144,0.00011529238,0.00013015328,0.000012074874],"category_scores_gemma":[0.000010502446,0.00009717096,0.000036446207,0.00043961813,0.00031927158,0.00009426741,0.000071347626,0.00018191346,0.000008477951],"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":[0.000008102863,0.000028460487,0.99182457,0.00005425262,0.000025794814,0.000051981693,0.005306234,0.000027701226,0.0014780697,0.00033906125,0.00017074175,0.0006850237],"study_design_scores_gemma":[0.0010062932,0.0006490897,0.9568888,0.00028518066,0.00012946743,0.00038046323,0.016640501,0.010240344,0.000959729,0.011227863,0.0012771825,0.00031510644],"about_ca_topic_score_codex":0.00013050856,"about_ca_topic_score_gemma":0.0019205007,"teacher_disagreement_score":0.0349358,"about_ca_system_score_codex":0.00002033969,"about_ca_system_score_gemma":0.000008001594,"threshold_uncertainty_score":0.39625168},"labels":[],"label_agreement":null},{"id":"W4391168664","doi":"10.1201/9781003046394","title":"Ramsar Wetlands of the North American West Coast and Central Pacific","year":2024,"lang":"en","type":"book","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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; Geography; Oceanography; Fishery; Ecology; Geology; Biology","score_opus":0.0037416433036606303,"score_gpt":0.1717706165688481,"score_spread":0.16802897326518745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391168664","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14408363,0.00004863615,0.000034383585,0.00024803096,0.00054914225,0.0004583224,0.00051424745,0.00006415139,0.85399944],"genre_scores_gemma":[0.5169241,0.00009436572,0.000029034949,0.000030318402,0.00005280943,0.000003933074,0.000052178253,0.00003180851,0.48278144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986672,0.000024755735,0.0002814949,0.00038073905,0.00034313503,0.0003026993],"domain_scores_gemma":[0.99926984,0.00003971381,0.00016121211,0.0004078741,0.000004251304,0.00011712093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006207814,0.0002576989,0.00033633434,0.00002870492,0.00006493747,0.000041766012,0.00031007174,0.000072909985,0.0005919825],"category_scores_gemma":[0.0000055791843,0.00015954494,0.0001213391,0.00016911732,0.0004473613,0.000042671014,0.0007736055,0.00027649055,0.0002554069],"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":[0.000021875281,0.000045475506,0.86230147,0.00029606125,0.00009095295,0.000020967327,0.00054309156,0.00017920963,0.000027647491,0.00035374286,0.12132909,0.014790439],"study_design_scores_gemma":[0.00022557967,0.00016430822,0.57804835,0.00018952142,0.00016727339,0.000070639806,0.00031145802,0.003596253,0.0000056275485,0.0003925514,0.41618198,0.0006464491],"about_ca_topic_score_codex":0.0010762413,"about_ca_topic_score_gemma":0.12823586,"teacher_disagreement_score":0.37284046,"about_ca_system_score_codex":0.00021930873,"about_ca_system_score_gemma":0.00004263358,"threshold_uncertainty_score":0.8876716},"labels":[],"label_agreement":null},{"id":"W4391232129","doi":"10.21203/rs.3.rs-3889123/v1","title":"Water availability and proximity to natural areas influence terrestrial plant and macroinvertebrate communities in urban stormwater infrastructures","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Groupe de recherche interuniversitaire en limnologie","keywords":"Stormwater; Environmental science; Natural (archaeology); Stormwater management; Environmental resource management; Environmental planning; Water resource management; Environmental protection; Geography; Surface runoff; Ecology; Archaeology","score_opus":0.018235542859059026,"score_gpt":0.28288361538556817,"score_spread":0.2646480725265091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391232129","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":[0.99668205,0.00017073429,0.0000017295798,0.00043158978,0.00023018176,0.0015298448,0.00050980516,0.000050975625,0.00039306565],"genre_scores_gemma":[0.9991249,0.00005775179,0.000079012476,0.000036440728,0.000063411186,0.00016173755,0.00023429374,0.000030828982,0.0002116345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99664897,0.000637401,0.00041062495,0.00072990975,0.0007625119,0.0008105854],"domain_scores_gemma":[0.9987848,0.00017742322,0.000035110363,0.00069312094,0.000026148367,0.00028341232],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0017765567,0.00035106437,0.00039699825,0.00026406025,0.00021975588,0.00052086083,0.00052103546,0.00025779125,0.00034837192],"category_scores_gemma":[0.00012849015,0.00024210538,0.00004841175,0.00017626195,0.0005462739,0.00020304974,0.011714346,0.002238754,0.00014222233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005208897,0.000063316664,0.97040427,0.0021195265,0.000035670724,0.00013609495,0.01817585,0.0012776399,0.001464584,0.000035517263,0.0028931287,0.002873523],"study_design_scores_gemma":[0.0007583331,0.00029926596,0.9320288,0.0017297699,0.00001832369,0.00006930689,0.0017423142,0.041383713,0.0006671108,0.01671119,0.0036494373,0.00094245624],"about_ca_topic_score_codex":0.027435416,"about_ca_topic_score_gemma":0.08720847,"teacher_disagreement_score":0.059773054,"about_ca_system_score_codex":0.00062365003,"about_ca_system_score_gemma":0.000054636283,"threshold_uncertainty_score":0.9962787},"labels":[],"label_agreement":null},{"id":"W4391383755","doi":"10.1038/s41586-023-06959-9","title":"Top-predator recovery abates geomorphic decline of a coastal ecosystem","year":2024,"lang":"en","type":"article","venue":"Nature","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Fisheries and Oceans Canada","funders":"","keywords":"Otter; Trophic cascade; Trophic level; Marsh; Salt marsh; Ecology; Wetland; Environmental science; Ecosystem; Apex predator; Biomass (ecology); Predation; Food web; Habitat; Estuary; Biology","score_opus":0.0036497859279979623,"score_gpt":0.2119488103498036,"score_spread":0.20829902442180562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391383755","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":[0.9907498,0.00067193975,0.00019006249,0.00041325385,0.0010337116,0.0002018935,0.0005936668,0.00010905842,0.0060366374],"genre_scores_gemma":[0.9980845,0.000042681095,0.0002470547,0.000102514765,0.00010513808,0.00000838818,0.00007549829,0.00002427649,0.0013099863],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987678,0.00003338295,0.0002745364,0.00033529673,0.00035405418,0.00023491867],"domain_scores_gemma":[0.999456,0.000105529696,0.00006175847,0.00028088441,0.000011652672,0.00008420749],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002951912,0.00015442137,0.00020895404,0.000057049623,0.000041315205,0.0000532584,0.00027122893,0.0005605747,0.0014223632],"category_scores_gemma":[0.000057554324,0.00012696508,0.00011667342,0.00034046208,0.000032262302,0.0002105832,0.0004117449,0.00077440654,0.00059101684],"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":[0.0008017468,0.0007915005,0.48759615,0.004690299,0.00075956277,0.0013670957,0.0019679072,0.014804072,0.09834809,0.004862536,0.2279164,0.15609464],"study_design_scores_gemma":[0.0021295815,0.0010961292,0.11506319,0.0025315217,0.0002846925,0.0010907159,0.000711093,0.30615926,0.015275316,0.008153239,0.5450909,0.0024143446],"about_ca_topic_score_codex":0.00019330112,"about_ca_topic_score_gemma":0.008708665,"teacher_disagreement_score":0.37253296,"about_ca_system_score_codex":0.000103372295,"about_ca_system_score_gemma":0.00002354749,"threshold_uncertainty_score":0.9994905},"labels":[],"label_agreement":null},{"id":"W4391466185","doi":"10.1139/cjce-2023-0193","title":"The performance of flexible fluid–structure interaction module for saltmarsh vegetation under flow and wave action","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Flow (mathematics); Vegetation (pathology); Action (physics); Fluid–structure interaction; Fluid dynamics; Geology; Environmental science; Computer science; Engineering; Mechanics; Physics; Structural engineering","score_opus":0.007743218657844692,"score_gpt":0.1919958731863904,"score_spread":0.1842526545285457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391466185","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":[0.96741617,0.00042757244,0.030497363,0.00012267014,0.0013071481,0.00007797056,0.0000074663717,0.000006227005,0.00013740567],"genre_scores_gemma":[0.99955374,0.00002992666,0.0002449615,0.0000044291073,0.00008012154,0.0000015432738,0.0000016545529,0.000010395115,0.000073235904],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995897,0.0000047541134,0.00015435327,0.000057801433,0.00007310899,0.000120318604],"domain_scores_gemma":[0.9997495,0.000047470876,0.00004377628,0.000050157792,0.000013749486,0.00009533929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013927625,0.000057515863,0.00006634703,0.00006944897,0.00006304411,0.000051072966,0.000047065212,0.000029801577,0.000043287837],"category_scores_gemma":[0.000017345657,0.000045275196,0.000030609885,0.000089914814,0.000015264703,0.0002815507,0.000007229234,0.00009627301,0.0000011665134],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008938222,8.9562593e-7,0.0006043098,0.00013242352,0.000026094871,0.000002507244,0.00027411096,0.9759021,0.004831935,0.00014301062,0.00024425102,0.017829416],"study_design_scores_gemma":[0.00007103546,0.00005656022,0.015293003,0.00014054308,0.00001464047,0.00013101082,0.000053999203,0.9801711,0.0007617637,0.00013716046,0.0031138188,0.000055362598],"about_ca_topic_score_codex":0.00023163063,"about_ca_topic_score_gemma":0.073211156,"teacher_disagreement_score":0.072979525,"about_ca_system_score_codex":0.00023283731,"about_ca_system_score_gemma":0.00003849903,"threshold_uncertainty_score":0.9437003},"labels":[],"label_agreement":null},{"id":"W4391475630","doi":"10.5962/p.363816","title":"String and net-patterned salt marshes: rare landscape elements of boreal Canada","year":2001,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Directorate for Biological Sciences; University of Alberta; Parks Canada; Northwestern University","keywords":"Marsh; Boreal; Salt marsh; String (physics); Geography; Ecology; Environmental science; Wetland; Archaeology; Biology; Physics; Theoretical physics","score_opus":0.005961048896341331,"score_gpt":0.18721824458314287,"score_spread":0.18125719568680154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391475630","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":[0.9781238,0.0000412772,0.000002949506,0.0031058202,0.0001682161,0.00015615311,0.00010137594,0.0000070141086,0.018293422],"genre_scores_gemma":[0.99701256,0.00002002047,0.000026746302,0.0012334759,0.000028124916,0.0000035862736,0.00004678393,0.00000899322,0.0016197317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990745,0.000031628577,0.00018398765,0.00018334028,0.00019700767,0.00032952332],"domain_scores_gemma":[0.9993671,0.00006191834,0.00006581997,0.00027126382,0.000008131439,0.00022577198],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013156173,0.000113626505,0.00012518704,0.000026360252,0.00017664289,0.00003952627,0.0002884088,0.00005903024,0.0017564937],"category_scores_gemma":[0.000029945018,0.00008792481,0.000022279874,0.0001310571,0.000036744597,0.000072362855,0.00010475297,0.00015025478,0.00001613631],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021966809,0.0000041582675,0.94161063,0.00002180544,0.00002153492,0.00008756513,0.00021027698,0.000107589556,0.000035896588,0.0001406391,0.049911905,0.007825999],"study_design_scores_gemma":[0.00065248064,0.000048017446,0.8963864,0.00006360054,0.000037098238,0.00011960051,0.0005956038,0.00702331,0.00012302895,0.00024757627,0.094257176,0.00044610922],"about_ca_topic_score_codex":0.99608946,"about_ca_topic_score_gemma":0.999932,"teacher_disagreement_score":0.045224264,"about_ca_system_score_codex":0.0003125178,"about_ca_system_score_gemma":0.00010964877,"threshold_uncertainty_score":0.99915606},"labels":[],"label_agreement":null},{"id":"W4391569233","doi":"10.1007/s13157-024-01776-w","title":"Plant Community Stability over 40 Years in a Fraser River Estuary Tidal Freshwater Marsh","year":2024,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Ecology; Biodiversity; Estuary; Marsh; Indicator species; Habitat; Geography; Plant community; Abundance (ecology); Species diversity; Wetland; Environmental science; Biology; Species richness","score_opus":0.011056356383030682,"score_gpt":0.21347633414633926,"score_spread":0.20241997776330858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391569233","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":[0.9926243,0.000018598214,0.00004077284,0.00005983883,0.00026635968,0.0001706423,0.000312503,0.000087555,0.0064194226],"genre_scores_gemma":[0.9991284,0.000008675201,0.00010334494,0.000086753294,0.000038627637,0.000016997952,0.00014265491,0.000020948353,0.00045359202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987283,0.00015984768,0.00023446903,0.00027600976,0.0002671697,0.00033421317],"domain_scores_gemma":[0.99934196,0.00011929029,0.000021883283,0.00041793552,0.0000022224506,0.00009668887],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005732919,0.00015778746,0.00017709413,0.000059174923,0.000071875285,0.00006574798,0.00027185702,0.00010243113,0.004544016],"category_scores_gemma":[0.000015261558,0.00013517831,0.00006756297,0.0002321439,0.000111659894,0.00022013967,0.0005029293,0.00046411154,0.00093277293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006242042,0.0001189208,0.9901702,0.00005484837,0.000012188128,0.00014860563,0.0018948903,0.00015069213,0.00041232133,0.000020160096,0.0053457357,0.0016090384],"study_design_scores_gemma":[0.0003941685,0.000058215308,0.9473912,0.000061283674,0.000009438389,0.0000112348525,0.00015751514,0.02409142,0.00006371553,0.00073985936,0.02678975,0.00023220011],"about_ca_topic_score_codex":0.0090071745,"about_ca_topic_score_gemma":0.17400694,"teacher_disagreement_score":0.16499975,"about_ca_system_score_codex":0.00027855998,"about_ca_system_score_gemma":0.00001305438,"threshold_uncertainty_score":0.9998451},"labels":[],"label_agreement":null},{"id":"W4391692196","doi":"10.3390/w16040546","title":"Evaluating Effective Particle Size Distributions of Cohesive Sediment under Varying Shear Stress and Bed Configurations in a Rotating Annular Flume","year":2024,"lang":"en","type":"article","venue":"Water","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; UK Research and Innovation","keywords":"Flume; Flocculation; Geotechnical engineering; Shear stress; Sediment transport; Sediment; Deposition (geology); Breakage; Environmental science; Shear (geology); Geology; Materials science; Flow (mathematics); Mechanics; Environmental engineering; Geomorphology; Composite material","score_opus":0.01083355953588426,"score_gpt":0.26690878617840097,"score_spread":0.2560752266425167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391692196","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":[0.997976,0.000029491901,0.0010796232,0.00021568198,0.000046998244,0.0003962185,0.00006326148,0.000021412114,0.0001713315],"genre_scores_gemma":[0.99944985,0.0000011279627,0.00038439187,0.000011568396,0.000008967138,0.00006929166,0.000023874962,0.000007966348,0.00004296973],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917126,0.00008510443,0.00019534926,0.00020443294,0.00014919815,0.00019468354],"domain_scores_gemma":[0.9996496,0.00019033674,0.000020778336,0.00008876172,0.000008219228,0.00004230014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029694635,0.00008021518,0.0001097461,0.000014934713,0.000080465536,0.00004690711,0.0000406757,0.000028324994,0.00029352112],"category_scores_gemma":[0.00004396201,0.00006126297,0.000023476767,0.00011835838,0.000052818326,0.0001682845,0.00011152928,0.00007442247,0.000046276924],"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":[0.0000352963,0.00013674505,0.19011568,0.00025739995,0.00006859747,0.00003380904,0.012911999,0.07750971,0.71151423,0.0003639383,0.000020536998,0.0070320615],"study_design_scores_gemma":[0.0005320215,0.00014499418,0.13900165,0.0002849186,0.000047139583,0.00000888714,0.00072755944,0.729168,0.12869366,0.0011819152,0.000019651981,0.00018962477],"about_ca_topic_score_codex":0.00045320293,"about_ca_topic_score_gemma":0.00029418047,"teacher_disagreement_score":0.6516583,"about_ca_system_score_codex":0.00011307482,"about_ca_system_score_gemma":0.0000057403986,"threshold_uncertainty_score":0.32138506},"labels":[],"label_agreement":null},{"id":"W4391718507","doi":"10.1016/j.jglr.2024.102309","title":"The Metzger marsh restoration—a vegetation-centric look after 27 years","year":2024,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"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":"Phragmites; Marsh; Wetland; Environmental science; Vegetation (pathology); Dominance (genetics); Habitat; Dike; Ecology; Hydrology (agriculture); Geology; Biology","score_opus":0.021059740419157397,"score_gpt":0.2970516759958693,"score_spread":0.27599193557671187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391718507","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":[0.9829575,0.0030007015,0.00025315033,0.0016955194,0.00088057126,0.00021648816,0.0000051613256,0.000014054137,0.010976881],"genre_scores_gemma":[0.98763853,0.00039253957,0.00012617942,0.000017421124,0.00020929906,0.0000071917375,0.0000010099038,0.00001638733,0.011591431],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776137,0.00024869837,0.000332276,0.00014645135,0.001186437,0.00032476327],"domain_scores_gemma":[0.9990717,0.00046405365,0.000057457364,0.00020584006,0.00007048378,0.00013042107],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023719026,0.000078914236,0.00011034677,0.00016796179,0.00016416237,0.00037706713,0.00033687064,0.000051093833,0.0008273356],"category_scores_gemma":[0.00017963546,0.0000492792,0.000099665,0.0006842709,0.00016459865,0.0003935738,0.00017126765,0.0004599654,0.0014754924],"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":[0.0010207625,0.00025625963,0.48603374,0.00032925283,0.00042407567,0.0051507857,0.004724582,0.0052526332,0.003320264,0.0016750523,0.24648625,0.24532634],"study_design_scores_gemma":[0.00048571688,0.00041429812,0.31981704,0.00031293466,0.000045552075,0.00048247186,0.00039290573,0.019656556,0.00008587635,0.004208225,0.65384746,0.0002509607],"about_ca_topic_score_codex":0.000042200594,"about_ca_topic_score_gemma":0.0013067123,"teacher_disagreement_score":0.40736124,"about_ca_system_score_codex":0.0004192531,"about_ca_system_score_gemma":0.00007759496,"threshold_uncertainty_score":0.99930197},"labels":[],"label_agreement":null},{"id":"W4392108825","doi":"10.3389/fmicb.2024.1357797","title":"Microbiomes of Thalassia testudinum throughout the Atlantic Ocean, Caribbean Sea, and Gulf of Mexico are influenced by site and region while maintaining a core microbiome","year":2024,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"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 British Columbia","funders":"Florida International University; National Science Foundation","keywords":"Thalassia testudinum; Microbiome; Biology; Metagenomics; Taxon; Ecology; Amplicon sequencing; Microbial population biology; Ecosystem; Seagrass; 16S ribosomal RNA; Bacteria","score_opus":0.006558212020519595,"score_gpt":0.21340975144925767,"score_spread":0.20685153942873807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392108825","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":[0.9954738,0.0023587456,0.0006168473,0.00038265946,0.00032016606,0.00036633728,0.00039003906,0.000023753753,0.000067658206],"genre_scores_gemma":[0.99862957,0.00027903827,0.0007408705,0.000075951066,0.000010570533,0.000005305667,0.00011450751,0.000022903841,0.00012126021],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985165,0.00012627582,0.00043834824,0.0004947929,0.00005113096,0.00037298116],"domain_scores_gemma":[0.9993425,0.00013387535,0.0002008653,0.00026502213,0.0000125329225,0.0000451828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037077646,0.00024101022,0.0004843781,0.0001260097,0.000093175,0.000025960728,0.00025451696,0.00017964726,0.000015040425],"category_scores_gemma":[0.000029038634,0.00017944461,0.00006114405,0.0004078566,0.00094752555,0.00010952416,0.00047831153,0.000235412,0.000004899794],"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":[0.000027119402,0.000019886313,0.68898016,0.00010032308,0.00004468311,0.000013431121,0.0011745816,0.00003964852,0.28914756,0.000008885035,0.02022101,0.0002227034],"study_design_scores_gemma":[0.0087337755,0.0025828157,0.7210382,0.0051886607,0.000976157,0.006480291,0.03318749,0.024835784,0.07046079,0.0038620902,0.11802989,0.0046240455],"about_ca_topic_score_codex":0.0010427734,"about_ca_topic_score_gemma":0.0010511414,"teacher_disagreement_score":0.21868677,"about_ca_system_score_codex":0.00014400145,"about_ca_system_score_gemma":0.000017038456,"threshold_uncertainty_score":0.7317539},"labels":[],"label_agreement":null},{"id":"W4392136876","doi":"10.1002/hyp.15100","title":"Seasonal drivers and patterns of sediment temperatures in a New England salt marsh","year":2024,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Woods Hole Oceanographic Institution; National Science Foundation","keywords":"Salt marsh; Marsh; Environmental science; Sediment; Radiative forcing; Ecosystem; Biogeochemical cycle; Hydrology (agriculture); Oceanography; Climate change; Wetland; Geology; Ecology; Geomorphology","score_opus":0.006675102032363297,"score_gpt":0.2088231824939764,"score_spread":0.20214808046161312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392136876","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":[0.9981731,0.00042137847,0.00010590031,0.00037628008,0.00004636752,0.00011724821,0.000019008201,0.000035737703,0.0007049665],"genre_scores_gemma":[0.99933356,0.00015567604,0.00008767278,0.00007868658,0.000030149638,0.0000060818465,0.000007676627,0.000005705313,0.00029477576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992089,0.000022004095,0.00014414385,0.00027728034,0.0001737775,0.00017388974],"domain_scores_gemma":[0.9997189,0.000107110754,0.00002213267,0.00006373432,0.0000031373793,0.00008497222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011415079,0.00010548608,0.00013889302,0.000027948774,0.000022208756,0.00003419121,0.00009917131,0.00006185835,0.0007011725],"category_scores_gemma":[0.000047490477,0.00007418887,0.000019312864,0.00017901085,0.000054492582,0.000107445216,0.00016721195,0.000117602176,0.000020660758],"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":[0.00004255864,0.000053673844,0.992845,0.00030273315,0.000009148007,0.000097880955,0.00043976013,0.00065077806,0.00089602615,0.0000691962,0.00030053974,0.004292705],"study_design_scores_gemma":[0.0031329805,0.0014867459,0.84731466,0.0008111497,0.00006908985,0.0002872632,0.00029665313,0.09042592,0.0016061318,0.0129114,0.040557228,0.0011007602],"about_ca_topic_score_codex":0.00029819814,"about_ca_topic_score_gemma":0.0021226134,"teacher_disagreement_score":0.14553033,"about_ca_system_score_codex":0.000038126476,"about_ca_system_score_gemma":0.000025231757,"threshold_uncertainty_score":0.76773477},"labels":[],"label_agreement":null},{"id":"W4392232763","doi":"10.3390/rs16050831","title":"Integrating SAR and Optical Data for Aboveground Biomass Estimation of Coastal Wetlands Using Machine Learning: Multi-Scale Approach","year":2024,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering; Memorial University of Newfoundland","funders":"","keywords":"Wetland; Remote sensing; Scale (ratio); Environmental science; Biomass (ecology); Estimation; Computer science; Oceanography; Geology; Ecology; Cartography; Geography","score_opus":0.033548910341239094,"score_gpt":0.27931066806893445,"score_spread":0.24576175772769537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392232763","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":[0.44860917,0.000034672015,0.55080855,0.00001874838,0.00006385283,0.00013945466,0.000042127944,0.000036778303,0.00024663482],"genre_scores_gemma":[0.59792197,0.0000036852364,0.40180647,0.000002428758,0.000023336044,1.00912745e-8,0.00017698052,0.000019665902,0.00004543532],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988463,0.000041469215,0.00028369788,0.00042620426,0.00017898281,0.00022337824],"domain_scores_gemma":[0.99945337,0.00014103607,0.00007368792,0.00025403535,0.00000914896,0.00006870389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052356935,0.00015178716,0.00020838348,0.00005542887,0.0001391605,0.00011301807,0.00010731362,0.00007724538,0.000003848539],"category_scores_gemma":[0.00012483816,0.00013310784,0.00003866996,0.00018907839,0.000098821685,0.0002661236,0.0004302587,0.00015291768,0.000003177858],"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":[0.00008083993,0.00006555617,0.005180721,0.0010036465,0.00008073664,0.000031272048,0.0012610289,0.053136647,0.2713628,0.000053073752,0.00002029566,0.66772336],"study_design_scores_gemma":[0.00022436821,0.00003532517,0.0002746957,0.0001605556,0.000045117595,0.00021345155,0.0002166945,0.9979527,0.0005376131,0.000049855866,0.00014273715,0.0001469113],"about_ca_topic_score_codex":0.0014374341,"about_ca_topic_score_gemma":0.0020335147,"teacher_disagreement_score":0.94481605,"about_ca_system_score_codex":0.00008338097,"about_ca_system_score_gemma":0.000013338656,"threshold_uncertainty_score":0.542798},"labels":[],"label_agreement":null},{"id":"W4392360058","doi":"10.1016/j.envint.2024.108534","title":"Integrated assessment of the natural purification capacity of tidal flat for persistent toxic substances and heavy metals in contaminated sediments","year":2024,"lang":"en","type":"article","venue":"Environment International","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"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 Saskatchewan","funders":"Korea Institute of Marine Science and Technology promotion; National Research Foundation of Korea; Ministry of Oceans and Fisheries","keywords":"Mesocosm; Pollutant; Biota; Sediment; Environmental science; Environmental chemistry; Contamination; Benthic zone; Ecosystem; Environmental engineering; Ecology; Chemistry; Biology","score_opus":0.011899711068665489,"score_gpt":0.23318719216556585,"score_spread":0.22128748109690036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392360058","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":[0.99729115,0.00011398959,0.0008766453,0.00030207235,0.00040273718,0.00038848454,0.00014823665,0.000006491536,0.0004701905],"genre_scores_gemma":[0.99867576,0.000036783393,0.00073281873,0.000012405,0.00000934301,0.00004084549,0.000055632696,0.0000072448697,0.00042916005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898094,0.000044188047,0.00030726526,0.00022391259,0.00033819038,0.00010549507],"domain_scores_gemma":[0.9996814,0.000070279275,0.00010503642,0.00011504429,0.0000055321793,0.00002270658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029721344,0.00010108097,0.0001295328,0.000046488833,0.000027386915,0.000017184733,0.00018153049,0.000037060545,0.00026609056],"category_scores_gemma":[0.000013943488,0.00007331382,0.00008521619,0.00008000459,0.000103320024,0.00014673095,0.00010951178,0.000092228314,0.000004177556],"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":[0.0001913778,0.0005008411,0.5446848,0.00022430455,0.00047817957,0.0000034339835,0.0021711243,0.013527874,0.42383885,0.004179054,0.00027719108,0.009922953],"study_design_scores_gemma":[0.00062726537,0.000108677836,0.51968956,0.00015175024,0.00004867769,0.000008126761,0.00042399383,0.45508972,0.020205662,0.00032514968,0.003155413,0.00016599166],"about_ca_topic_score_codex":0.00015959899,"about_ca_topic_score_gemma":0.00029241559,"teacher_disagreement_score":0.44156185,"about_ca_system_score_codex":0.0004391741,"about_ca_system_score_gemma":0.000009022812,"threshold_uncertainty_score":0.29896507},"labels":[],"label_agreement":null},{"id":"W4392650647","doi":"10.22541/au.171014217.79035963/v1","title":"Hydrochemical evolution and hydrological zoning characteristics of a shallow groundwater system in Baiyangdian Wetland, North China Plain","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Canadian Association of General Surgeons","funders":"","keywords":"Groundwater; Wetland; Hydrology (agriculture); Geology; Surface water; Environmental science; Ecology; Environmental engineering","score_opus":0.004944328373918556,"score_gpt":0.18457881232449053,"score_spread":0.17963448395057197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392650647","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":[0.99389315,0.00003673864,0.0011644749,0.00007354332,0.00019041222,0.00037424112,0.000077213015,0.00008617846,0.0041040634],"genre_scores_gemma":[0.9990995,0.0000151348195,0.00042222228,0.000010169343,0.000064311884,0.00004686549,0.00012939105,0.000028066172,0.00018433886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979545,0.00008941473,0.00059268397,0.0006684008,0.00027814327,0.0004168852],"domain_scores_gemma":[0.999351,0.000044466164,0.00014984583,0.00030359253,0.0000043335694,0.00014675577],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004755208,0.00031914175,0.0005414329,0.00010800915,0.000039243892,0.00006571554,0.00027365214,0.0004082942,0.00015173871],"category_scores_gemma":[0.000027583907,0.00026240267,0.00010103053,0.00014382535,0.000109629815,0.00005028035,0.0025312742,0.0007138477,0.00007905576],"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":[0.0000601878,0.00008516369,0.9938716,0.0012106368,0.000027329368,0.00012397932,0.00054488005,0.0013145627,0.0017763011,0.00024526723,0.000030937004,0.0007091189],"study_design_scores_gemma":[0.00019965893,0.00006262888,0.6022079,0.00044714156,0.000037967846,0.000099870704,0.000071681,0.39568898,0.000025764513,0.00080834865,0.000033348297,0.00031671164],"about_ca_topic_score_codex":0.0049613947,"about_ca_topic_score_gemma":0.013924708,"teacher_disagreement_score":0.39437443,"about_ca_system_score_codex":0.00095794164,"about_ca_system_score_gemma":0.000024789759,"threshold_uncertainty_score":0.99998283},"labels":[],"label_agreement":null},{"id":"W4392658123","doi":"10.5194/egusphere-egu24-20529","title":"Interactions and Connectivity between Large Inland Lakes, Coastal Wetlands and Groundwater","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Wetland; Groundwater; Environmental science; Geography; Hydrology (agriculture); Water resource management; Oceanography; Geology; Ecology; Biology","score_opus":0.010414667543801706,"score_gpt":0.23809945241542213,"score_spread":0.22768478487162042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392658123","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":[0.97230774,0.00003504172,0.0016113683,0.00044985855,0.00046156332,0.00033216912,0.0005405128,0.00011895906,0.024142757],"genre_scores_gemma":[0.9938461,0.0000471379,0.00016629943,0.000037293332,0.00013156411,0.000030821382,0.00019718206,0.000032595864,0.005510962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842143,0.000063828935,0.0002735881,0.0007166865,0.000196241,0.00032820145],"domain_scores_gemma":[0.9993184,0.00013353517,0.00007179929,0.00028974478,0.000006243637,0.00018025494],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034939914,0.00031610602,0.00037387866,0.00007324623,0.00013965032,0.00030697352,0.00013010426,0.00019570449,0.0007157014],"category_scores_gemma":[0.00001685665,0.000255644,0.00006452462,0.0000773881,0.0001028734,0.0001412556,0.005618455,0.0006846342,0.00022157538],"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":[0.000013007184,0.000047336085,0.9936532,0.00023199836,0.000083207626,0.000021078684,0.0003648772,0.000022632617,0.000061130326,0.00018951972,0.0017438172,0.0035682137],"study_design_scores_gemma":[0.0008129821,0.00014109717,0.8934702,0.00029992996,0.00027088076,0.00019111409,0.00038785313,0.031880844,0.000040421608,0.016574178,0.05480329,0.0011272071],"about_ca_topic_score_codex":0.003018697,"about_ca_topic_score_gemma":0.098120436,"teacher_disagreement_score":0.10018298,"about_ca_system_score_codex":0.00010643726,"about_ca_system_score_gemma":0.000012012818,"threshold_uncertainty_score":0.99998957},"labels":[],"label_agreement":null},{"id":"W4392660141","doi":"10.5194/egusphere-egu24-16633","title":"Stream Meandering in Coastal Wetlands: Patterns, Processes, and Ecomorphodynamics Implications","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Wetland; Geography; Environmental resource management; Hydrology (agriculture); Environmental science; Oceanography; Geology; Ecology","score_opus":0.010048305240019451,"score_gpt":0.22772047731485226,"score_spread":0.2176721720748328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392660141","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":[0.97928977,0.00007694129,0.0033026973,0.0006361442,0.00023401674,0.00063520746,0.0007418121,0.00017101385,0.01491241],"genre_scores_gemma":[0.9977671,0.0004376576,0.0004951352,0.0000353316,0.000034136672,0.00012320322,0.00037213566,0.000046881483,0.000688422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821985,0.000025629019,0.00041772085,0.0007889836,0.00020012674,0.0003477087],"domain_scores_gemma":[0.9992735,0.00005977964,0.00009743958,0.00042750232,0.000009572705,0.00013220422],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019815988,0.00033320088,0.00031943514,0.00010187981,0.000058484085,0.00020167277,0.00030956283,0.00021521769,0.000308461],"category_scores_gemma":[0.000021286984,0.00030681296,0.000049371556,0.00020953926,0.000053050535,0.00008133531,0.0044801016,0.000560787,0.00010987266],"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":[0.000008203392,0.00008563849,0.98231167,0.0014990123,0.000027805216,0.000028586228,0.00034177647,0.0054241857,0.00005737739,0.00022344732,0.00023213972,0.009760191],"study_design_scores_gemma":[0.000795174,0.000088100904,0.6010167,0.0015032514,0.00012219672,0.00023782348,0.0009701756,0.35233724,0.0000413523,0.03995007,0.0010818344,0.0018560673],"about_ca_topic_score_codex":0.0055407486,"about_ca_topic_score_gemma":0.5060492,"teacher_disagreement_score":0.5005085,"about_ca_system_score_codex":0.00027917261,"about_ca_system_score_gemma":0.000057162928,"threshold_uncertainty_score":0.99993837},"labels":[],"label_agreement":null},{"id":"W4392920216","doi":"10.1080/20442041.2024.2330858","title":"Ecological status of a retired mine lake in a protected dune ecosystem","year":2024,"lang":"en","type":"article","venue":"Inland Waters","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Grand Valley State University; Michigan Space Grant Consortium","keywords":"Ecosystem; Environmental science; Ecology; Lake ecosystem; Geography; Biology","score_opus":0.007509253216142049,"score_gpt":0.206317201303803,"score_spread":0.19880794808766095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392920216","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":[0.99698406,0.000020826015,0.00004112603,0.0001468633,0.00016957147,0.00039761537,0.00008761401,0.000052760377,0.002099572],"genre_scores_gemma":[0.9992728,0.00001384001,0.0001621509,0.00000866438,0.000013405274,0.000045075984,0.000026328948,0.000011052851,0.00044666792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988841,0.00006378408,0.0002890536,0.00025479644,0.00016026486,0.00034804406],"domain_scores_gemma":[0.9996953,0.000045836303,0.000034034452,0.00013850837,0.000003326469,0.000082968065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021288249,0.00011065577,0.00019213957,0.00006272447,0.00001826756,0.000024784695,0.00010799816,0.000077179895,0.00019113313],"category_scores_gemma":[0.000027138642,0.000077190176,0.00004466475,0.0002782411,0.000035340498,0.00007890555,0.00013255943,0.00010064667,0.00021309378],"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":[0.00010162485,0.000095098985,0.99010634,0.00026852917,0.000018348928,0.00027393614,0.00090208877,0.0019296448,0.0026102643,0.000019743235,0.0005260565,0.0031483122],"study_design_scores_gemma":[0.0010757371,0.00037581282,0.87453777,0.00036652313,0.000018250103,0.00007447117,0.00017246424,0.07943837,0.00034113976,0.00032697528,0.04290382,0.00036865406],"about_ca_topic_score_codex":0.0005597866,"about_ca_topic_score_gemma":0.0048269066,"teacher_disagreement_score":0.11556857,"about_ca_system_score_codex":0.0001544887,"about_ca_system_score_gemma":0.000011387733,"threshold_uncertainty_score":0.3147724},"labels":[],"label_agreement":null},{"id":"W4393727011","doi":"10.5281/zenodo.5589792","title":"Data for deJonge et al. - Characterizing an invasion assemblage: first comparison of insect communities on native and introduced subspecies of Phragmites australis in Ontario, Canada","year":2021,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Toronto","funders":"","keywords":"Phragmites; Subspecies; Assemblage (archaeology); Geography; Ecology; Insect; Biology; Archaeology; Wetland","score_opus":0.09594297102816893,"score_gpt":0.2760904265935343,"score_spread":0.18014745556536535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393727011","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3877624,0.000010366561,0.00000834354,0.00022239352,0.000053677762,0.00036177193,0.61129653,0.000015723032,0.000268801],"genre_scores_gemma":[0.23615263,0.00009683747,0.000042445125,0.0000771971,0.0000102576405,1.1027805e-7,0.7634168,0.00017302745,0.000030675485],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812114,0.00040880608,0.00042857908,0.00039795547,0.00041403784,0.00022950563],"domain_scores_gemma":[0.99840117,0.00018128,0.000322267,0.00091796165,0.000094541996,0.00008275478],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077217596,0.0001900019,0.00038101035,0.00014202691,0.0005018418,0.00020209987,0.0012544234,0.00007198242,0.0035474594],"category_scores_gemma":[0.0004885196,0.00020160113,0.000021161179,0.00024166438,0.00014575412,0.00033929144,0.0031388856,0.00042066668,0.000017779957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010686558,0.00021304685,0.00053251034,0.00026144547,0.000030016596,0.0000054251036,0.0012325569,0.00013688504,0.00081011176,0.000011693038,0.9961081,0.00055134436],"study_design_scores_gemma":[0.00034505964,0.0003023806,0.017488891,0.00023954111,0.000016400632,0.000010531953,0.0015771713,0.00058599596,0.00017749263,0.0000026739149,0.9790625,0.00019138165],"about_ca_topic_score_codex":0.6865215,"about_ca_topic_score_gemma":0.97504693,"teacher_disagreement_score":0.2885255,"about_ca_system_score_codex":0.00054569414,"about_ca_system_score_gemma":0.000028018818,"threshold_uncertainty_score":0.99736345},"labels":[],"label_agreement":null},{"id":"W4393885873","doi":"10.5281/zenodo.5517857","title":"Forest defoliator outbreaks disrupt nutrient cycling in northern waters","year":2021,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Laurentian University; Ministry of the Environment, Conservation and Parks; Canadian Forest Service","funders":"","keywords":"Cycling; Nutrient cycle; Nutrient; Environmental science; Outbreak; Ecology; Forestry; Geography; Biology","score_opus":0.013047524055711296,"score_gpt":0.2145360152463151,"score_spread":0.2014884911906038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393885873","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05325894,0.000040819497,0.00027909075,0.00023487609,0.00035984378,0.0008208175,0.937743,0.00027744583,0.006985157],"genre_scores_gemma":[0.03682386,0.000121082136,0.000034844976,0.00006752344,0.00010672156,1.6141405e-7,0.96161234,0.0009600809,0.0002734054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997237,0.00030064795,0.00048254844,0.0007623319,0.0006016158,0.0006158535],"domain_scores_gemma":[0.9986305,0.000025377984,0.00019147452,0.00083651545,0.000066968045,0.00024913397],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005922612,0.000298262,0.00031638148,0.00018622623,0.0009263839,0.0006437857,0.0013768343,0.00018353059,0.010298472],"category_scores_gemma":[0.0003361177,0.00030280612,0.000098389544,0.00058948324,0.00013349601,0.00020077433,0.004062369,0.0005354767,0.0225274],"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":[0.00003810266,0.00022043509,0.0004741558,0.00013320733,0.000024762106,0.00015168476,0.00021950199,0.0012175341,0.00007431137,0.000008358108,0.993231,0.004206936],"study_design_scores_gemma":[0.0003527667,0.000074656265,0.0013798764,0.00010565016,0.000019763622,0.000095005766,0.00018937679,0.00047140045,0.000010301023,0.000037512687,0.9969258,0.00033791014],"about_ca_topic_score_codex":0.00084548944,"about_ca_topic_score_gemma":0.0013479147,"teacher_disagreement_score":0.023869308,"about_ca_system_score_codex":0.0009026051,"about_ca_system_score_gemma":0.0000043808623,"threshold_uncertainty_score":0.9999424},"labels":[],"label_agreement":null},{"id":"W4394695755","doi":"10.1101/2024.04.05.586816","title":"A blueprint for national assessments of the blue carbon capacity of kelp forests applied to Canada’s coastline","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Parks Canada; Dalhousie University; Université Laval; Simon Fraser University; ArcticNet; University of British Columbia; University of Victoria; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Hakai Institute; Mitacs; ArcticNet; Tula Foundation","keywords":"Kelp; Kelp forest; Carbon sequestration; Blue carbon; Environmental science; Blueprint; Climate change; Biomass (ecology); Carbon cycle; Carbon fibers; Ecology; Ecosystem; Biology; Carbon dioxide","score_opus":0.012741235535699807,"score_gpt":0.2183525272629657,"score_spread":0.2056112917272659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394695755","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":[0.99432856,0.0000151303775,0.00069050136,0.00020993271,0.0009556995,0.0016625532,0.0019852973,0.000042145533,0.000110210065],"genre_scores_gemma":[0.9975422,0.0000018853395,0.0018860986,0.000071923125,0.00009101388,0.00031909667,5.753264e-7,0.00006857263,0.000018647952],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9972397,0.00004918978,0.00066359935,0.0007271521,0.00093909155,0.00038127496],"domain_scores_gemma":[0.9982899,0.00008462317,0.00044648637,0.0008397108,0.00016262327,0.00017668997],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006675971,0.00037139223,0.0005145251,0.00008775554,0.00007083947,0.000036446236,0.00078649085,0.00022151429,0.000027293643],"category_scores_gemma":[0.00013831892,0.00032602888,0.00014643416,0.00040428434,0.00009888356,0.000020005,0.0022508309,0.00038361253,0.000006115811],"study_design_candidate":"bench_or_experimental","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":[0.00015243886,0.00030339602,0.07652997,0.0030562247,0.00038939423,0.0000058110345,0.00006710853,0.04502733,0.8705474,0.002573016,0.0013397807,0.000008098298],"study_design_scores_gemma":[0.00078162545,0.000109496206,0.6615636,0.0009469243,0.00022837958,4.118289e-8,0.000014012668,0.036080565,0.29405642,0.00012265128,0.00497476,0.0011215645],"about_ca_topic_score_codex":0.06809645,"about_ca_topic_score_gemma":0.44738156,"teacher_disagreement_score":0.5850336,"about_ca_system_score_codex":0.0015506952,"about_ca_system_score_gemma":0.0013323132,"threshold_uncertainty_score":0.9999192},"labels":[],"label_agreement":null},{"id":"W4394933424","doi":"10.1126/science.ado9986","title":"Earth’s sinking surface","year":2024,"lang":"en","type":"article","venue":"Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"European Commission; National Science Foundation","keywords":"Earth (classical element); China; Subsidence; Earth surface; Earth science; Groundwater-related subsidence; Astrobiology; Geology; Environmental science; Geography; Biology; Paleontology; Archaeology; Mathematics","score_opus":0.0049108015869564915,"score_gpt":0.21535708500440315,"score_spread":0.21044628341744664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394933424","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":[0.9396932,0.00006485886,0.0016359098,0.00021896571,0.0006612042,0.000067633744,0.000002690557,0.00013260203,0.057522945],"genre_scores_gemma":[0.99432564,0.0000045795223,0.0011051866,0.000045225323,0.000020867981,9.88822e-7,4.328859e-7,0.000006017143,0.004491045],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988321,0.000008501162,0.00008870983,0.00034627804,0.00042590813,0.00029848894],"domain_scores_gemma":[0.99966955,0.000026925205,0.00001102838,0.00019711078,0.0000036760036,0.000091709],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00059915514,0.00006635601,0.00005047424,0.000028602546,0.00018456133,0.00022321053,0.00034364604,0.000016836471,0.0010146401],"category_scores_gemma":[0.000025191694,0.000054935164,0.000023802613,0.000919931,0.00031240884,0.00052840303,0.0003503613,0.00007346174,0.0045567714],"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":[0.000008071193,0.00006326879,0.14268292,0.000089110785,0.000007971562,0.00019832539,0.0029731584,0.036630318,0.65518016,0.010249513,0.0026974096,0.14921978],"study_design_scores_gemma":[0.00009717278,0.00006818871,0.0928135,0.00012088778,0.000008128063,0.00011867261,0.00017444786,0.74774116,0.008258116,0.0033682345,0.14672989,0.00050159235],"about_ca_topic_score_codex":0.00011257068,"about_ca_topic_score_gemma":0.00036626426,"teacher_disagreement_score":0.71111083,"about_ca_system_score_codex":0.000112942216,"about_ca_system_score_gemma":0.0000322483,"threshold_uncertainty_score":0.99989855},"labels":[],"label_agreement":null},{"id":"W4394933491","doi":"10.1371/journal.pone.0298237","title":"Diversity and assembly patterns of mangrove rhizosphere mycobiome along the Coast of Gazi Bay and Mida Creek in Kenya","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"National Commission for Science, Technology and Innovation; Natural Sciences and Engineering Research Council of Canada; Queen Elizabeth Diamond Jubilee Trust; Université Laval","keywords":"Mangrove; Species richness; Biology; Ecology; Rhizophora mucronata; Bay; Chytridiomycota; Rhizophora; Species diversity; Biodiversity; Botany; Alpha diversity; Ascomycota; Geography","score_opus":0.014743118800036047,"score_gpt":0.18428028588353895,"score_spread":0.16953716708350292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394933491","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":[0.9991587,0.00013463499,0.000029575096,0.000065340304,0.000021433812,0.00015953652,0.00008050818,0.000009626852,0.00034069008],"genre_scores_gemma":[0.99961096,0.00009174051,0.0000661386,0.0000109089,0.0000076258675,0.000002470056,0.0000033266433,0.0000070149304,0.00019983177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993165,0.000029349238,0.00014671501,0.00017587541,0.00020914277,0.0001224104],"domain_scores_gemma":[0.9996808,0.00010077074,0.00004171923,0.00013357568,0.0000042368797,0.000038868126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017287549,0.00007362877,0.00015506693,0.00001748784,0.000088507644,0.0000159663,0.00011413128,0.00003652085,0.00016128461],"category_scores_gemma":[0.000011652492,0.000060059654,0.00001988203,0.00011230619,0.00006851729,0.000113260154,0.0013059404,0.000075334996,0.000008377099],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010016004,0.00011309727,0.9911266,0.00028734253,0.00003423256,0.000012040376,0.0018224998,0.000008398742,0.006071691,0.000011626706,0.000016260474,0.00048622047],"study_design_scores_gemma":[0.00018932395,0.000072056915,0.9913921,0.00031362643,0.00004728527,0.0000040299674,0.00079587,0.006315504,0.0007051681,0.000070325965,0.000011129453,0.00008360925],"about_ca_topic_score_codex":0.008945495,"about_ca_topic_score_gemma":0.09285124,"teacher_disagreement_score":0.08390574,"about_ca_system_score_codex":0.000036986963,"about_ca_system_score_gemma":0.0000028136149,"threshold_uncertainty_score":0.997654},"labels":[],"label_agreement":null},{"id":"W4394996369","doi":"10.1016/j.scitotenv.2024.172624","title":"Saltwater intrusion increases phosphorus abundance and alters availability in coastal soils with implications for future sea level rise","year":2024,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Brookhaven National Laboratory; Canadian Institutes of Health Research; National Research Council; Government of Saskatchewan; Engineer Research and Development Center; Office of Science; University of Saskatchewan; Texas A and M University","keywords":"Phosphorus; Abundance (ecology); Intrusion; Environmental science; Saltwater intrusion; Soil water; Oceanography; Ecology; Geology; Soil science; Biology; Chemistry; Groundwater; Geochemistry; Geotechnical engineering","score_opus":0.008217652634061332,"score_gpt":0.20888466666734015,"score_spread":0.20066701403327883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394996369","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":[0.9960898,0.000116308525,0.0002638649,0.002374579,0.000101473575,0.0006717861,0.00021065338,0.000012894262,0.00015862663],"genre_scores_gemma":[0.9989463,0.00006526855,0.00052149594,0.000017400847,0.000020558009,0.000064454885,0.0000028170882,0.000010902851,0.00035081521],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99866945,0.00004103449,0.00021400678,0.00043012103,0.00033968643,0.00030569112],"domain_scores_gemma":[0.99925077,0.00008365595,0.00006961776,0.0005126165,0.0000035440435,0.000079767815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000823189,0.0001458464,0.0001287377,0.00002705146,0.00030913882,0.000059139646,0.00046559906,0.000028957915,0.00006616338],"category_scores_gemma":[0.000019932708,0.000075019314,0.00004643516,0.00028282864,0.0015203663,0.0002635129,0.00079065206,0.0001118378,0.000021968302],"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":[0.0008996299,0.0011831581,0.24797411,0.00044659997,0.00008951132,0.0000071323393,0.009348797,0.33688247,0.2922067,0.002722506,0.0014226529,0.10681673],"study_design_scores_gemma":[0.0002769795,0.00013649458,0.9505237,0.000069304646,0.000027691936,0.00004682555,0.00036682753,0.04223837,0.0043200934,0.0014657397,0.00033150424,0.00019648107],"about_ca_topic_score_codex":0.0013065865,"about_ca_topic_score_gemma":0.00043957157,"teacher_disagreement_score":0.7025496,"about_ca_system_score_codex":0.0002790083,"about_ca_system_score_gemma":0.000033893688,"threshold_uncertainty_score":0.56018525},"labels":[],"label_agreement":null},{"id":"W4395091235","doi":"10.1111/rec.14135","title":"Litter decomposition and nutrient dynamics of four macrophytes in intact, restored, and constructed freshwater marshes of Canada","year":2024,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ducks Unlimited Canada; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Macrophyte; Marsh; Nutrient; Litter; Environmental science; Decomposition; Ecology; Plant litter; Wetland; Agronomy; Biology","score_opus":0.0033172768619953615,"score_gpt":0.1931780813917339,"score_spread":0.18986080452973852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395091235","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":[0.9988289,0.000046177902,0.00018114604,0.00038027897,0.00016728323,0.00013469561,0.00006311681,0.0000060199463,0.00019241389],"genre_scores_gemma":[0.99938273,0.000027913995,0.0004808135,0.00001829055,0.0000072510193,0.0000066072835,0.00002815177,0.0000055408636,0.000042722648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935967,0.000056144105,0.00023833949,0.00015257351,0.00008432467,0.000108970184],"domain_scores_gemma":[0.99973524,0.00008805186,0.0000595997,0.000073960204,0.000009052105,0.00003407407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000109547924,0.00006731225,0.00013248206,0.00006047337,0.000023756615,0.000010463413,0.000037631253,0.000056882593,0.00010749424],"category_scores_gemma":[0.000018128943,0.000063668274,0.0000093082335,0.0001074626,0.000100800615,0.000098790326,0.00007900265,0.00005976262,0.000001283869],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059739777,0.000022552456,0.9890355,0.00015698405,0.000012990096,0.000036988655,0.00022120088,0.00061902555,0.0064855968,0.0014470892,0.0005192797,0.0013830933],"study_design_scores_gemma":[0.00033404306,0.00015478683,0.8464116,0.00006285589,0.000012358491,0.0000812152,0.00014347947,0.14904678,0.0007102305,0.0023197874,0.0005978185,0.000125063],"about_ca_topic_score_codex":0.05704164,"about_ca_topic_score_gemma":0.95473176,"teacher_disagreement_score":0.8976901,"about_ca_system_score_codex":0.00032230347,"about_ca_system_score_gemma":0.00005403635,"threshold_uncertainty_score":0.9492376},"labels":[],"label_agreement":null},{"id":"W4395111672","doi":"10.2139/ssrn.4806498","title":"The Three Gorges Dam Drives the Dynamic Evolution of Wetland Ecology in the Middle and Lower Reaches of the Yangtze River","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Ottawa","funders":"","keywords":"Three gorges; Yangtze river; Wetland; Ecology; Geography; Environmental science; Hydrology (agriculture); Water resource management; Fishery; Biology; China; Geology; Geotechnical engineering","score_opus":0.005602896862060548,"score_gpt":0.1992649731862438,"score_spread":0.19366207632418325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395111672","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":[0.9903824,0.004903044,0.00018535551,0.0027707526,0.0005217017,0.00048156347,0.000019266125,0.0000062069394,0.0007297121],"genre_scores_gemma":[0.99603724,0.0034028927,0.000010751713,0.00001369074,0.000054916312,0.000019181269,0.0000019888791,0.00001912628,0.00044023464],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975153,0.00038906804,0.0004736857,0.00028484562,0.00041289278,0.00092419947],"domain_scores_gemma":[0.9986195,0.00033890316,0.00043192582,0.00056874205,0.000016135473,0.00002477145],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0031458486,0.00022902121,0.00026339217,0.000046931644,0.0003125711,0.000061594685,0.00125099,0.00016850237,0.000017509932],"category_scores_gemma":[0.00007729867,0.00009427905,0.00019529255,0.00020969813,0.0007184074,0.000053810563,0.0014856147,0.0027483224,0.000009994362],"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":[0.00042365026,0.0004736017,0.8578165,0.0003472964,0.0012208057,0.000016058244,0.012958202,0.0159499,0.002329986,0.06770724,0.0004893074,0.040267423],"study_design_scores_gemma":[0.00023153938,0.0001607384,0.3569652,0.00014366605,0.00013778028,0.00027985475,0.0031900748,0.011652898,0.000007845063,0.626831,0.00024487375,0.00015448127],"about_ca_topic_score_codex":0.0014786707,"about_ca_topic_score_gemma":0.32314867,"teacher_disagreement_score":0.55912375,"about_ca_system_score_codex":0.001172708,"about_ca_system_score_gemma":0.00040837526,"threshold_uncertainty_score":0.99955237},"labels":[],"label_agreement":null},{"id":"W4395187179","doi":"10.15468/dl.5e55xh","title":"Occurrence Download","year":2024,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Download; Computer science; World Wide Web","score_opus":0.007176534350712942,"score_gpt":0.19206859904346327,"score_spread":0.18489206469275032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395187179","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013556724,0.000007711674,0.0000032736111,0.000103395,0.0008586865,0.0002864379,0.9964102,0.0001115947,0.0008630427],"genre_scores_gemma":[0.000054532866,0.000029393279,0.0000010384188,0.00020510063,0.0000011853041,0.0000036681154,0.9997046,1.650006e-8,4.9250974e-7],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845594,0.000035365392,0.00035587055,0.00028868153,0.0005530877,0.00031106287],"domain_scores_gemma":[0.9991535,0.000011554474,0.00016097227,0.00048153943,0.00002185163,0.00017061559],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023740609,0.0002835692,0.00022699767,0.000043964952,0.00018078761,0.00019407042,0.0005455984,0.00028970468,0.011616182],"category_scores_gemma":[0.00004939587,0.0002732756,0.00014706196,0.00037058254,0.00014897442,0.00083394157,0.0012501334,0.00028407254,0.9254054],"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":[0.000016292503,0.000018397785,0.002896915,0.00017096261,0.000015027197,0.0000049735295,0.000027228083,0.00006420352,3.4018914e-8,1.9452944e-8,0.9955986,0.0011873214],"study_design_scores_gemma":[0.00011079449,0.00002377644,0.00012150297,0.00000384852,0.00004866782,0.000010802589,0.000057918776,0.000004161208,3.6783806e-7,0.0000021739495,0.9993316,0.00028441128],"about_ca_topic_score_codex":0.0014035188,"about_ca_topic_score_gemma":0.00052219286,"teacher_disagreement_score":0.9137892,"about_ca_system_score_codex":0.00086249143,"about_ca_system_score_gemma":0.000036078385,"threshold_uncertainty_score":0.9999719},"labels":[],"label_agreement":null},{"id":"W4395356452","doi":"10.15468/dl.5c7fa5","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Download; Computer science; World Wide Web","score_opus":0.008837179501027064,"score_gpt":0.1865235462678759,"score_spread":0.17768636676684885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395356452","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007471901,0.0000016965046,0.000010007581,0.00015939334,0.00037453967,0.00030618533,0.9978793,0.00008289312,0.00043873928],"genre_scores_gemma":[0.000065218686,0.000020623305,0.000001879774,0.0005492586,0.0000010985522,0.0000027149526,0.9993591,1.310865e-8,1.25875e-7],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847615,0.000046593737,0.00035900009,0.00027226197,0.00055553025,0.00029046196],"domain_scores_gemma":[0.9990491,0.000011767807,0.00026003795,0.00040918024,0.00002341211,0.00024644897],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000152278,0.00027373346,0.0002576939,0.000023836661,0.00021652717,0.000116892894,0.0006195757,0.00025581857,0.008024771],"category_scores_gemma":[0.00009222733,0.0002798102,0.00013100052,0.0003292929,0.000141515,0.000868129,0.0011663514,0.0002483998,0.7780286],"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":[0.00003162594,0.000019202407,0.0052470323,0.00008758909,0.000011371932,0.00000331484,0.000030764357,0.00007362161,5.533691e-8,1.14722996e-8,0.99345547,0.0010399709],"study_design_scores_gemma":[0.0001954515,0.000034216457,0.00029377223,0.0000014685779,0.000030136318,0.000005501868,0.000054826163,0.0000036644701,5.3462315e-7,6.13944e-7,0.9990947,0.00028507353],"about_ca_topic_score_codex":0.0012827571,"about_ca_topic_score_gemma":0.00026021403,"teacher_disagreement_score":0.7700038,"about_ca_system_score_codex":0.0006339695,"about_ca_system_score_gemma":0.000034258712,"threshold_uncertainty_score":0.9999654},"labels":[],"label_agreement":null},{"id":"W4395449987","doi":"10.1016/j.scib.2024.04.049","title":"Spartina alterniflora invasion benefits blue carbon sequestration in China","year":2024,"lang":"en","type":"article","venue":"Science Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Spartina alterniflora; Blue carbon; Stock (firearms); Ecosystem; Environmental science; Ecology; Wetland; Geography; Biology; Marsh","score_opus":0.007401428857869114,"score_gpt":0.2126603059934431,"score_spread":0.20525887713557397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395449987","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":[0.98033196,0.000052585925,0.000058616723,0.0018636476,0.000410638,0.00020035451,0.0000038102191,0.000082246064,0.016996149],"genre_scores_gemma":[0.9990096,0.000024678511,0.00023579743,0.0000418248,0.000045561195,0.000014966915,0.0000037725797,0.00001076271,0.0006130128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827987,0.00003186227,0.00023310258,0.00054866774,0.0005062737,0.0004002016],"domain_scores_gemma":[0.99958766,0.000023884,0.00003563546,0.0002352546,0.0000051673733,0.000112385445],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010741462,0.00012747743,0.000106231295,0.00011640925,0.0001063247,0.00018754772,0.00033313083,0.00004462441,0.000699506],"category_scores_gemma":[0.000064481756,0.00011252808,0.000027745966,0.0008445357,0.00020807031,0.00021027158,0.00029319501,0.000145184,0.0013465303],"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":[0.00012610145,0.00047661236,0.4188857,0.00038972704,0.000010676276,0.00069905183,0.008526243,0.20963508,0.2012437,0.011284854,0.005077275,0.14364496],"study_design_scores_gemma":[0.0003681238,0.0003425311,0.5036394,0.0006400292,0.000011655692,0.000112054906,0.00025121577,0.45683566,0.011298361,0.0013389792,0.024348944,0.00081304094],"about_ca_topic_score_codex":0.0022839215,"about_ca_topic_score_gemma":0.0028956211,"teacher_disagreement_score":0.24720056,"about_ca_system_score_codex":0.00037509532,"about_ca_system_score_gemma":0.0000455089,"threshold_uncertainty_score":0.999431},"labels":[],"label_agreement":null},{"id":"W4395751997","doi":"10.15468/dl.a6z6k8","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Download; Computer science; World Wide Web","score_opus":0.007798794180043696,"score_gpt":0.18742229566301383,"score_spread":0.17962350148297013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395751997","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019447422,0.000003194795,0.0000030849376,0.000066687804,0.0005936058,0.00032572844,0.99639565,0.00007030841,0.00059698883],"genre_scores_gemma":[0.000030656654,0.000022603414,7.6050446e-7,0.00029491982,5.357869e-7,0.000007336603,0.9996428,1.3689589e-8,4.0247713e-7],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982525,0.00007301911,0.00035687783,0.00026887955,0.0007279322,0.00032078978],"domain_scores_gemma":[0.9989755,0.000014842491,0.0002836929,0.0005455987,0.000018287528,0.00016203962],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003008079,0.00025947558,0.00023147781,0.000039630682,0.00044934932,0.000096853,0.00072932645,0.00018252614,0.3064169],"category_scores_gemma":[0.00006136786,0.00027835832,0.0001353174,0.00036811794,0.00013030403,0.0008443253,0.001963343,0.00030248697,0.3226154],"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":[0.000029073064,0.00003373514,0.0068928185,0.00005655337,0.000010801501,0.0000032276562,0.000028437593,0.0002586826,2.4269768e-8,1.381658e-8,0.99163747,0.0010491937],"study_design_scores_gemma":[0.00019279022,0.000037024558,0.00028053176,5.9211817e-7,0.000027153326,0.0000099599465,0.000107263826,0.0000016182545,1.708875e-7,6.504275e-7,0.9990535,0.00028877571],"about_ca_topic_score_codex":0.002974205,"about_ca_topic_score_gemma":0.00040057156,"teacher_disagreement_score":0.016198501,"about_ca_system_score_codex":0.001294624,"about_ca_system_score_gemma":0.00003811974,"threshold_uncertainty_score":0.99996686},"labels":[],"label_agreement":null},{"id":"W4396229425","doi":"10.21203/rs.3.rs-4305358/v1","title":"Harnessing Complexity: Integrating Remote Sensing and Fuzzy Expert System for Evaluating Land Use Land Cover Changes and Identifying Mangrove Forest Vulnerability in Bangladesh","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Saskatchewan","funders":"","keywords":"Mangrove; Vulnerability (computing); Land cover; Cover (algebra); Environmental resource management; Remote sensing; Forest cover; Geography; Fuzzy logic; Agroforestry; Land use; Environmental science; Environmental planning; Computer science; Ecology; Engineering; Artificial intelligence; Computer security; Biology","score_opus":0.1455251572492934,"score_gpt":0.3998518352609865,"score_spread":0.25432667801169306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396229425","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":[0.99291736,0.00078463985,0.0026940657,0.00033933666,0.00030165203,0.0022252658,0.00022419369,0.00009557112,0.00041790825],"genre_scores_gemma":[0.9924493,0.00007377077,0.0068841246,0.000012792736,0.00016860059,0.000048501188,0.00014086816,0.00007868586,0.00014337926],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99565476,0.0007776045,0.00053296145,0.0012841315,0.0009228794,0.0008276738],"domain_scores_gemma":[0.9976479,0.0013560519,0.00016294769,0.0005305626,0.00009770197,0.0002048358],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0055338694,0.00039759622,0.0006159606,0.00031290387,0.0005230385,0.0014834054,0.0002221517,0.00032024455,0.000015880381],"category_scores_gemma":[0.00095420243,0.00035737306,0.00008380804,0.0003360675,0.00029460285,0.00022662253,0.0042028064,0.0013112903,0.000013406273],"study_design_candidate":"simulation_or_modeling","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":[0.0005011242,0.00007473716,0.65303355,0.04038501,0.00014421139,0.00036572063,0.016814029,0.005741798,0.0053841914,0.00019921619,0.00025206077,0.27710435],"study_design_scores_gemma":[0.0005604966,0.00009921972,0.02798671,0.009476068,0.000024073375,0.00005502345,0.0031911577,0.9529477,0.000057483245,0.005093112,0.000088042034,0.00042095085],"about_ca_topic_score_codex":0.03420904,"about_ca_topic_score_gemma":0.14875838,"teacher_disagreement_score":0.94720584,"about_ca_system_score_codex":0.0013174989,"about_ca_system_score_gemma":0.00006231712,"threshold_uncertainty_score":0.9998878},"labels":[],"label_agreement":null},{"id":"W4396535211","doi":"10.1111/1365-2435.14567","title":"Temperature dependence and genetic variation in resource acquisition strategies in a model freshwater plant","year":2024,"lang":"en","type":"article","venue":"Functional Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Queen's University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Resource Acquisition Is Initialization; Competition (biology); Ecology; Trait; Resource (disambiguation); Population; Selection (genetic algorithm); Genetic variation; Ecological selection; Resource allocation; Demography; Genetics; Gene; Economics","score_opus":0.005229140386975536,"score_gpt":0.18379555825870464,"score_spread":0.1785664178717291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396535211","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":[0.99736464,0.00003807751,0.0012323158,0.00032057177,0.00014364488,0.0001165374,0.000039675713,0.000021675585,0.00072287384],"genre_scores_gemma":[0.9990985,0.000009609867,0.00042532512,0.00012219918,0.000030408197,0.000035390403,0.000052733885,0.000006536181,0.00021930897],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992871,0.000042299,0.00014709437,0.00026754802,0.00010131463,0.00015461927],"domain_scores_gemma":[0.99983746,0.000058357018,0.000015020881,0.000060659506,0.000002325026,0.000026183576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012752636,0.00007751254,0.00007890488,0.00008226131,0.000033949258,0.000046704536,0.000043134853,0.00011016528,0.0005691631],"category_scores_gemma":[0.000006359133,0.0000704576,0.00001174357,0.00012586903,0.000027752716,0.0001900119,0.000078269746,0.00013814305,0.000083254694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082256964,0.00004062319,0.08664449,0.000035084257,0.000005779361,0.0001277577,0.0004692647,0.8965646,0.013242735,0.0015551811,0.0010130968,0.00021913231],"study_design_scores_gemma":[0.0001069801,0.000026607404,0.49220562,0.000010858574,0.0000021508033,0.00007165288,0.000046751647,0.5022114,0.00000445954,0.00508531,0.00017352217,0.000054726916],"about_ca_topic_score_codex":0.0002019995,"about_ca_topic_score_gemma":0.05709495,"teacher_disagreement_score":0.40556112,"about_ca_system_score_codex":0.00019475562,"about_ca_system_score_gemma":0.000027217671,"threshold_uncertainty_score":0.9601106},"labels":[],"label_agreement":null},{"id":"W4396545589","doi":"10.1007/s13157-024-01802-x","title":"Factors Influencing the Resilience of Created Tidal Marshes in the Fraser River Estuary, British Columbia","year":2024,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Community Based Research Centre; Ducks Unlimited Canada; British Columbia Institute of Technology","funders":"","keywords":"Estuary; Marsh; Landscape ecology; Wetland; Resilience (materials science); Geography; Hydrology (agriculture); Environmental science; Oceanography; Ecology; Geology; Habitat; Biology","score_opus":0.0076082600139564145,"score_gpt":0.20263017547490242,"score_spread":0.195021915460946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396545589","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":[0.9934783,0.00004869486,0.000018527517,0.00006760363,0.000114561124,0.00019490812,0.000033043507,0.000030727424,0.0060136556],"genre_scores_gemma":[0.99888796,0.000019180194,0.000012161599,0.000054827527,0.000022237855,0.000012937421,0.00001128864,0.000010902468,0.00096849236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888015,0.00008422403,0.00022960562,0.00024086484,0.00033143722,0.00023371648],"domain_scores_gemma":[0.99942267,0.00023108814,0.000039443592,0.000268349,0.000004719447,0.00003373456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039721103,0.00009170562,0.00013031633,0.000018444049,0.000119555574,0.00022922552,0.00043711497,0.000056950365,0.00077366934],"category_scores_gemma":[0.00004596231,0.0000685073,0.00005842521,0.0004731218,0.00019472657,0.00017382849,0.00018736768,0.00018088488,0.000053441312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030374088,0.000018553326,0.9926718,0.00001947104,0.0000060985917,0.000032574466,0.0017424955,0.0003909001,0.00015598642,0.000005658767,0.0031305219,0.0018229154],"study_design_scores_gemma":[0.00010185535,0.000038182337,0.99105084,0.00009046348,0.000011231132,0.000012788582,0.0009957628,0.0047964375,0.000021481152,0.000231528,0.0025510166,0.000098398945],"about_ca_topic_score_codex":0.09173532,"about_ca_topic_score_gemma":0.48418242,"teacher_disagreement_score":0.3924471,"about_ca_system_score_codex":0.00008318398,"about_ca_system_score_gemma":0.000015070184,"threshold_uncertainty_score":0.9143129},"labels":[],"label_agreement":null},{"id":"W4396870633","doi":"10.59490/coastlab.2024.743","title":"Seasonal Variation Of Wave Attenuation Capacity Of Canadian Saltmarsh Vegetation","year":2024,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on the Application of Physical Modelling in Coastal and Port Engineering and Science.","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada; École de Technologie Supérieure; Institut National de la Recherche Scientifique","funders":"","keywords":"Salt marsh; Attenuation; Vegetation (pathology); Environmental science; Variation (astronomy); Seasonality; Atmospheric sciences; Physical geography; Geology; Climatology; Hydrology (agriculture); Remote sensing; Geography; Oceanography; Ecology; Physics; Biology; Geotechnical engineering; Optics","score_opus":0.020746412092373878,"score_gpt":0.20853812863567775,"score_spread":0.18779171654330387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396870633","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":[0.9933617,0.0000034796674,0.004375831,0.00034442462,0.0000372799,0.0001185203,0.0000179192,0.0000039759475,0.0017368289],"genre_scores_gemma":[0.9995938,0.000011311002,0.00035516045,0.0000038165813,0.000011803882,0.000008597835,0.0000016241528,0.0000030475856,0.000010866253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999271,0.00000220599,0.00018879301,0.00014410418,0.00032084764,0.00007309644],"domain_scores_gemma":[0.9996762,0.000048666185,0.00011231723,0.000047428162,0.00008420981,0.000031144027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040357397,0.000060520622,0.00008967373,0.000120687,0.00003025551,0.000019485984,0.00017604406,0.000019685982,0.0000033083552],"category_scores_gemma":[0.00003054673,0.000041946536,0.00002434681,0.0003853438,0.0001630815,0.00015079786,0.00007113294,0.00007380136,3.86722e-7],"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":[0.000012022391,0.000037034555,0.0040792446,0.00013231006,0.000010019944,3.1189057e-8,0.0016556334,0.11037237,0.39459428,0.4862533,0.000002363371,0.0028514157],"study_design_scores_gemma":[0.000033962173,0.000023402938,0.013759361,0.00013076782,0.00000513426,0.0000010432075,0.0000544909,0.9665713,0.008627149,0.010744906,0.000010025305,0.000038478098],"about_ca_topic_score_codex":0.004548319,"about_ca_topic_score_gemma":0.00050235074,"teacher_disagreement_score":0.8561989,"about_ca_system_score_codex":0.00003574751,"about_ca_system_score_gemma":0.000030315394,"threshold_uncertainty_score":0.6875728},"labels":[],"label_agreement":null},{"id":"W4398252699","doi":"10.1007/s13157-024-01818-3","title":"Community-Based Conservation and Restoration in Coastal Wetlands: A Review","year":2024,"lang":"en","type":"review","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wetland; Landscape ecology; Nature Conservation; Geography; Environmental resource management; Environmental science; Environmental planning; Ecology; Habitat; Biology","score_opus":0.039793153933108484,"score_gpt":0.30126338384281864,"score_spread":0.26147022990971014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398252699","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017238033,0.99486125,0.000053883043,0.00031639202,0.00020660424,0.001115197,0.0002027895,0.000090770045,0.0029807256],"genre_scores_gemma":[0.00026377747,0.9964878,0.00006346924,0.0003323336,0.000040117655,0.0002933932,0.0018883236,0.000055724442,0.0005750838],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976797,0.00060807774,0.000776901,0.00034951503,0.00030099094,0.00028479096],"domain_scores_gemma":[0.9989278,0.00017734487,0.00025437417,0.00052614923,0.000008830011,0.00010553878],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001310713,0.0004314553,0.0011674708,0.00016829217,0.00012512744,0.00009365499,0.0002916901,0.0002573917,0.00016206392],"category_scores_gemma":[0.00007832665,0.00034013443,0.0001730289,0.00074192125,0.00009071511,0.00014816712,0.00038855398,0.00084773824,0.00043760502],"study_design_candidate":"not_applicable","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":[0.000022009019,0.00018995328,0.011224088,0.26992324,0.0000698221,0.00009826204,0.0002379843,0.000018203207,0.0000010111522,0.00010328539,0.052539214,0.66557294],"study_design_scores_gemma":[0.00019088466,0.00006601016,0.00023315015,0.05298642,0.0003636986,0.000053172193,0.000012997988,0.0010449366,2.9766921e-8,0.00005948248,0.94463456,0.00035464534],"about_ca_topic_score_codex":0.0012768244,"about_ca_topic_score_gemma":0.060493648,"teacher_disagreement_score":0.8920953,"about_ca_system_score_codex":0.00029137492,"about_ca_system_score_gemma":0.00008343351,"threshold_uncertainty_score":0.99990505},"labels":[],"label_agreement":null},{"id":"W4399428870","doi":"10.3390/environments11060121","title":"What Occurs within the Mangrove Ecosystems of the Douala Region in Cameroon? Exploring the Challenging Governance of Readily Available Woody Resources in the Wouri Estuary","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski; Université Laval","funders":"","keywords":"Mangrove; Overexploitation; Geography; Context (archaeology); Ecosystem; Environmental resource management; Ecosystem services; Urbanization; Natural resource; Sustainability; Sustainable management; Environmental planning; Ecology; Environmental science","score_opus":0.017498190583271057,"score_gpt":0.19735081096621143,"score_spread":0.17985262038294036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399428870","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":[0.9944964,0.0015223227,0.000011992385,0.0009925137,0.0006207682,0.0006544587,0.000009680586,0.000008980447,0.0016828617],"genre_scores_gemma":[0.997229,0.0012650073,0.000006736961,0.000067218876,0.000040570474,0.00011532257,0.0000017459344,0.000025231911,0.0012492142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977628,0.00035471428,0.0005081852,0.00037791015,0.0006808751,0.00031552746],"domain_scores_gemma":[0.9984828,0.0003517591,0.00026134122,0.000876502,9.998853e-7,0.000026568456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013291832,0.00020671799,0.00021377346,0.000030850515,0.00014075714,0.00007848601,0.0010240499,0.00005790185,0.00005807268],"category_scores_gemma":[0.000035274126,0.000099445,0.00009374634,0.0003888793,0.00022922967,0.00051778666,0.0005215838,0.00038828418,0.00010506287],"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":[0.00022359095,0.00066917634,0.6529378,0.0006556406,0.00018992166,0.000229596,0.18454562,0.13599126,0.005412505,0.0012795517,0.0041392506,0.013726089],"study_design_scores_gemma":[0.000966491,0.00019868932,0.8318296,0.004114819,0.00009117003,0.00010759987,0.0755234,0.045923226,0.0015016153,0.0006074392,0.03844826,0.00068767153],"about_ca_topic_score_codex":0.0022565483,"about_ca_topic_score_gemma":0.0072764284,"teacher_disagreement_score":0.17889181,"about_ca_system_score_codex":0.00030743197,"about_ca_system_score_gemma":0.000008875526,"threshold_uncertainty_score":0.40604177},"labels":[],"label_agreement":null},{"id":"W4399443480","doi":"10.1101/2024.06.06.593339","title":"Early Detection of an Invasive Alien Plant ( <i>Phragmites australis</i> ) Using Unoccupied Aerial Vehicles and Artificial Intelligence","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Phragmites; Alien; Invasive species; Alien species; Geography; Artificial intelligence; Ecology; Biology; Computer science; Wetland; Political science","score_opus":0.018552775101860566,"score_gpt":0.21617523245419396,"score_spread":0.19762245735233339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399443480","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":[0.9969027,0.00009339135,0.00065832876,0.000018259327,0.001000306,0.00055190426,0.000622122,0.00014852014,0.0000044755243],"genre_scores_gemma":[0.9980064,0.00004197559,0.0015679671,0.000014072305,0.00025831218,0.000033620123,7.944974e-7,0.00007579306,0.0000010756067],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974671,0.0001235748,0.00064278283,0.0009432757,0.000395301,0.00042795573],"domain_scores_gemma":[0.99865687,0.00006952892,0.00036411022,0.00062548055,0.00004843328,0.00023557621],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049038755,0.00044327628,0.0004655438,0.00016448462,0.00013387193,0.00027098358,0.00038517232,0.00042123714,0.00003868081],"category_scores_gemma":[0.00008472097,0.0004646104,0.0000945397,0.00039540854,0.0002444219,0.00022950798,0.0012846087,0.0005139413,0.000047761347],"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":[0.000081841565,0.00006390658,0.0038327132,0.00031271877,0.000053865842,0.000045812623,0.00006310964,0.0018621547,0.9935207,0.00012982365,0.0000029181772,0.00003045481],"study_design_scores_gemma":[0.000113829774,0.00015538324,0.035906307,0.0005285595,0.00020050601,2.8762142e-7,0.000028572951,0.029178057,0.9328654,0.00014604266,0.000055658333,0.000821386],"about_ca_topic_score_codex":0.002527055,"about_ca_topic_score_gemma":0.00071983505,"teacher_disagreement_score":0.06065527,"about_ca_system_score_codex":0.0003200023,"about_ca_system_score_gemma":0.00011524728,"threshold_uncertainty_score":0.99978054},"labels":[],"label_agreement":null},{"id":"W4399889185","doi":"10.1128/mbio.00972-24","title":"Community interactions among microbes give rise to host-microbiome mutualisms in an aquatic plant","year":2024,"lang":"en","type":"article","venue":"mBio","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Gordon and Betty Moore Foundation","keywords":"Microbiome; Biology; Host (biology); Microbial population biology; Ecology; Competition (biology); Metagenomics; Bacteria; Gene; Genetics","score_opus":0.012305832319598456,"score_gpt":0.24661361242008328,"score_spread":0.23430778010048484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399889185","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":[0.99763995,0.000012204096,0.00018578026,0.00026218305,0.00035854,0.0002537397,0.00017582446,0.000081048565,0.0010307423],"genre_scores_gemma":[0.99850154,0.0000022969914,0.00027135923,0.000090090456,0.000019207173,0.00002267643,0.000064879394,0.000018022869,0.001009949],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99908286,0.0001499298,0.00021321194,0.00022005939,0.00008995142,0.00024397415],"domain_scores_gemma":[0.99943686,0.0000933661,0.000024465862,0.0003270278,0.0000023775801,0.00011589596],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002847468,0.00013057276,0.00013223721,0.000115895666,0.00012384198,0.00013415099,0.0002854694,0.000045359084,0.0005367825],"category_scores_gemma":[0.000021714624,0.00012249846,0.0000404591,0.00035726998,0.00006489836,0.00033207022,0.00036870842,0.00029721085,0.0018130738],"study_design_candidate":"observational","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":[0.00008737459,0.0010221037,0.3559417,0.00021111903,0.000059294107,0.000288858,0.06757823,0.0024729574,0.5453715,0.00007917059,0.018129189,0.008758505],"study_design_scores_gemma":[0.00082114735,0.000691408,0.76614285,0.0012090632,0.00007369796,0.00023690774,0.013258322,0.15256478,0.010349801,0.00071525155,0.052308355,0.0016284196],"about_ca_topic_score_codex":0.018484648,"about_ca_topic_score_gemma":0.2910783,"teacher_disagreement_score":0.5350217,"about_ca_system_score_codex":0.0003736756,"about_ca_system_score_gemma":0.0000071924005,"threshold_uncertainty_score":0.99896413},"labels":[],"label_agreement":null},{"id":"W4400119147","doi":"10.1007/s12237-024-01378-z","title":"Effects of Experimental Addition of Algae and Shell Hash on an Infaunal Mudflat Community","year":2024,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Algae; Shell (structure); Oceanography; Environmental science; Ecology; Geology; Biology; Materials science","score_opus":0.004385894673347924,"score_gpt":0.2114634867709715,"score_spread":0.20707759209762355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400119147","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":[0.99845594,0.00021518244,0.000041234725,0.000015643747,0.00008447919,0.00012225981,0.000044391865,0.000017762923,0.0010031239],"genre_scores_gemma":[0.9997777,0.000030579595,0.000062098414,0.000018768822,0.000012099365,0.0000068062195,0.00001930164,0.000007538383,0.00006512216],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99946433,0.00006508058,0.00012664172,0.00012165462,0.00012594365,0.000096317584],"domain_scores_gemma":[0.9996568,0.00013556794,0.000032868935,0.000115363124,0.0000029392456,0.00005649391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011369209,0.000091723836,0.00012994037,0.000023456972,0.00009410999,0.000024176843,0.0000630838,0.00003859394,0.000104594765],"category_scores_gemma":[0.0000096611475,0.000078871424,0.000020344673,0.00006044523,0.00019763899,0.00015891445,0.0002092124,0.00009691711,0.000006995526],"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":[0.0011451478,0.002793048,0.14347482,0.003422418,0.00023582198,0.0001004346,0.05570731,0.000574126,0.47789228,0.011679677,0.0053983214,0.2975766],"study_design_scores_gemma":[0.0018025247,0.005583278,0.8387073,0.000938341,0.0000893109,0.00007737002,0.004492537,0.034708116,0.10685039,0.0024640432,0.00364867,0.00063810224],"about_ca_topic_score_codex":0.0016099693,"about_ca_topic_score_gemma":0.0011779643,"teacher_disagreement_score":0.6952325,"about_ca_system_score_codex":0.000020915311,"about_ca_system_score_gemma":0.000003887255,"threshold_uncertainty_score":0.32162833},"labels":[],"label_agreement":null},{"id":"W4400248733","doi":"10.1038/s43017-024-00566-6","title":"Achieving the Kunming–Montreal global biodiversity targets for blue carbon ecosystems","year":2024,"lang":"en","type":"review","venue":"Nature Reviews Earth & Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Ecosystem; Environmental science; Blue carbon; Environmental protection; Ecology; Biology","score_opus":0.01436716553654588,"score_gpt":0.2547276983847117,"score_spread":0.24036053284816583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400248733","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006851709,0.9892364,0.0000660588,0.00009021534,0.0013141066,0.006245476,0.0015765589,0.000073424315,0.0013292254],"genre_scores_gemma":[0.00004063165,0.9973346,0.00025216033,0.00009631068,0.00032194715,0.00048771568,0.0005376203,0.00004955108,0.00087945105],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99523515,0.0005049159,0.0012204626,0.0014715957,0.0007101592,0.0008576968],"domain_scores_gemma":[0.9974778,0.00014171617,0.00078093604,0.0013264518,0.000004162417,0.00026892082],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016492845,0.0011188665,0.0025330167,0.000056909674,0.00034959358,0.00014274463,0.0011458154,0.00097323704,0.00033246106],"category_scores_gemma":[0.000070084345,0.00066489517,0.0017330862,0.00037196238,0.00013617887,0.00010120829,0.0012674204,0.0013601922,0.0044365916],"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":[0.000008636726,0.000069916074,0.00013546227,0.014804653,0.00022129383,0.00003085677,0.00005426835,0.000046313464,4.606905e-7,0.000018008854,0.012898466,0.97171164],"study_design_scores_gemma":[0.00012226368,0.000077123594,0.00005574614,0.004380415,0.0021780925,0.00008051512,0.000008899307,0.00024614768,1.3506995e-7,0.000009024159,0.99218,0.0006616574],"about_ca_topic_score_codex":0.0003095081,"about_ca_topic_score_gemma":0.0027807225,"teacher_disagreement_score":0.9792815,"about_ca_system_score_codex":0.0014010295,"about_ca_system_score_gemma":0.000041211686,"threshold_uncertainty_score":0.9995802},"labels":[],"label_agreement":null},{"id":"W4400420434","doi":"10.1139/cjes-2024-0041","title":"The Holocene to modern Fraser River Delta, Canada: geological history, processes, deposits, natural hazards, and coastal management","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada; Simon Fraser University","funders":"","keywords":"Geology; Holocene; Delta; Natural (archaeology); River delta; Natural hazard; Archaeology; Geochemistry; Geomorphology; Earth science; Oceanography; Physical geography; Paleontology; Geography","score_opus":0.00690107996737748,"score_gpt":0.18032834122208063,"score_spread":0.17342726125470315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400420434","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":[0.99038535,0.0044297613,0.00024912515,0.0016794152,0.0009235018,0.00012217415,0.000018272873,0.0000057422485,0.0021866646],"genre_scores_gemma":[0.9979979,0.000061348124,0.00047091645,0.00034692022,0.00004368153,0.000001854195,7.8654006e-7,0.0000051552674,0.0010714583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986924,0.00002867419,0.0002153663,0.00022332989,0.00042250162,0.000417721],"domain_scores_gemma":[0.999211,0.000060175727,0.000056345754,0.00008522174,0.00002569804,0.00056151755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044284968,0.00011330028,0.00011340103,0.00007738834,0.00041557907,0.00018228083,0.00043505596,0.000026379466,0.000103281694],"category_scores_gemma":[0.00005255608,0.000071024,0.000027065882,0.0002929355,0.0004428289,0.0002460474,0.00009649105,0.00015751997,0.000012684476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006597773,0.000026157559,0.6756478,0.00019720246,0.00014718875,0.0058264043,0.00244862,0.022853145,0.000059041864,0.0014704708,0.09462273,0.19663526],"study_design_scores_gemma":[0.00022118461,0.00027910038,0.6196087,0.0001882061,0.000044692104,0.0007385088,0.0006412196,0.035628263,0.000028499278,0.0007465544,0.3414585,0.00041657937],"about_ca_topic_score_codex":0.45018002,"about_ca_topic_score_gemma":0.9977854,"teacher_disagreement_score":0.5476054,"about_ca_system_score_codex":0.00015664373,"about_ca_system_score_gemma":0.0013660662,"threshold_uncertainty_score":0.5534813},"labels":[],"label_agreement":null},{"id":"W4400488037","doi":"10.1029/2023jf007468","title":"Seasonality of Retreat Rate of a Wave‐Exposed Marsh Edge","year":2024,"lang":"en","type":"article","venue":"Journal of Geophysical Research Earth Surface","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"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":"U.S. Geological Survey; McGill University","keywords":"Marsh; Beach morphodynamics; Salt marsh; Erosion; Seasonality; Accretion (finance); Bay; Geology; Oceanography; Physical geography; Environmental science; Geography; Wetland; Ecology; Geomorphology; Sediment transport; Sediment","score_opus":0.042105837887872616,"score_gpt":0.3082963916351937,"score_spread":0.26619055374732103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400488037","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":[0.99637663,0.00018177777,0.00012944419,0.0003894186,0.00014016376,0.00016121824,0.000050399343,0.000007970311,0.0025629695],"genre_scores_gemma":[0.9967635,0.0001070998,0.00043548126,0.000006241997,0.00007832642,6.7568845e-7,0.0000019580505,0.000017182741,0.0025895212],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99685866,0.0005343977,0.0005871413,0.00023231475,0.0013560399,0.00043146985],"domain_scores_gemma":[0.99801046,0.0010576895,0.00018052405,0.0002994238,0.00017585377,0.00027602963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033122017,0.00013587701,0.00043462278,0.000041117917,0.000059006125,0.00004869756,0.00034877186,0.00007408214,0.0007530393],"category_scores_gemma":[0.00043746308,0.00010242786,0.0002718155,0.0009023733,0.00035733663,0.00031998294,0.00038599694,0.0006614,0.00020886563],"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":[0.0017271403,0.0012732613,0.107930414,0.00138843,0.0003741315,0.00082328625,0.0012726968,0.0028412023,0.8272732,0.0015348904,0.008884914,0.04467643],"study_design_scores_gemma":[0.0013174716,0.0028257626,0.8250718,0.001262982,0.00007376083,0.00010488373,0.00035499994,0.07961306,0.0683554,0.008205473,0.012397864,0.00041650387],"about_ca_topic_score_codex":0.0006366318,"about_ca_topic_score_gemma":0.00023390976,"teacher_disagreement_score":0.7589178,"about_ca_system_score_codex":0.00012720027,"about_ca_system_score_gemma":0.00014335326,"threshold_uncertainty_score":0.82452524},"labels":[],"label_agreement":null},{"id":"W4400637484","doi":"10.1787/agr_outlook-2017-table157-en","title":"Sheep meat projections: Production and trade","year":2017,"lang":"en","type":"other","venue":"OECD agricultural outlook .../OECD-FAO agricultural outlook","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Agriculture and Agri-Food Canada; Chinese Academy of Agricultural Sciences; Economic Research Service; European Commission; U.S. Environmental Protection Agency","keywords":"Production (economics); Business; Economics","score_opus":0.00653131955121575,"score_gpt":0.19660107104552793,"score_spread":0.19006975149431218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400637484","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":[0.043943726,0.002364836,0.000023831048,0.004186307,0.005872967,0.0072490964,0.000678551,0.002268239,0.93341243],"genre_scores_gemma":[0.053016093,0.0013009972,0.00056729186,0.00015172499,0.003202388,0.00042586462,0.0011694354,0.00041149172,0.9397547],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99280393,0.0003964454,0.0010409951,0.0026287495,0.0014809665,0.0016489362],"domain_scores_gemma":[0.9963951,0.000074591866,0.0014757174,0.0012778827,0.00004412726,0.0007325468],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00047921317,0.0020223896,0.0016861632,0.00020980205,0.0012405966,0.000786919,0.0013641396,0.001279825,0.0047940263],"category_scores_gemma":[0.00010122187,0.001162455,0.00067641184,0.00024607775,0.0005622688,0.0012948528,0.0010985697,0.0012386981,0.007015408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002101668,0.00027263904,0.005661785,0.00034055635,0.00037400814,0.00005652613,0.00054793415,0.00008378975,0.0088526225,0.00006036396,0.9701507,0.013578072],"study_design_scores_gemma":[0.0011242421,0.00031644275,0.17262842,0.00093755906,0.00075502193,0.0014335896,0.0011437656,0.0000562246,0.00068203476,0.000039323826,0.8172214,0.0036619797],"about_ca_topic_score_codex":0.003149425,"about_ca_topic_score_gemma":0.028668027,"teacher_disagreement_score":0.16696663,"about_ca_system_score_codex":0.0008994502,"about_ca_system_score_gemma":0.000044038265,"threshold_uncertainty_score":0.99925184},"labels":[],"label_agreement":null},{"id":"W4400935046","doi":"10.1007/s12237-024-01392-1","title":"A Fresh Take: Seasonal Changes in Terrestrial Freshwater Inputs Impact Salt Marsh Hydrology and Vegetation Dynamics","year":2024,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"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":"Biological and Environmental Research; Office of Science; Lawrence Livermore National Laboratory; Small Business Innovation Research; University of Southern California; U.S. Department of Energy","keywords":"Salt marsh; Marsh; Environmental science; Wetland; Hydrology (agriculture); Estuary; Ecosystem; Vegetation (pathology); Brackish marsh; Productivity; Salinity; Oceanography; Ecology; Geology","score_opus":0.005260672198890655,"score_gpt":0.21890119953562068,"score_spread":0.21364052733673003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400935046","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":[0.9974432,0.00030587317,0.0001396327,0.0011773745,0.0002865511,0.00017077796,0.000053891283,0.00003953594,0.0003831627],"genre_scores_gemma":[0.9993936,0.00010276827,0.00008820558,0.00008060165,0.00008419629,0.000018490548,0.00006397502,0.000015778376,0.00015240272],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990366,0.000047772344,0.00015068245,0.00032435838,0.00014874351,0.0002918531],"domain_scores_gemma":[0.99969745,0.00007611852,0.00002976117,0.000099546676,0.0000017856339,0.00009533127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017621806,0.00016247874,0.00017994411,0.00006191406,0.000073541545,0.00015206939,0.000072618845,0.00010036416,0.00014562074],"category_scores_gemma":[0.000018137407,0.00013221879,0.000026219936,0.00013570489,0.00014631276,0.00018197806,0.0002492568,0.0001455167,0.000029901454],"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":[0.0002312574,0.000056854657,0.90973604,0.000114563765,0.000045546763,0.00019898213,0.0024731038,0.00076135143,0.0007610217,0.0003962713,0.0010284905,0.08419649],"study_design_scores_gemma":[0.00071011507,0.00037645403,0.42905715,0.00010523925,0.000024950521,0.00012951654,0.000105511834,0.56167996,0.000028434866,0.0027607365,0.0047168536,0.00030505544],"about_ca_topic_score_codex":0.0023303267,"about_ca_topic_score_gemma":0.41365755,"teacher_disagreement_score":0.5609186,"about_ca_system_score_codex":0.0001202347,"about_ca_system_score_gemma":0.000016092881,"threshold_uncertainty_score":0.59704167},"labels":[],"label_agreement":null},{"id":"W4400966158","doi":"10.1016/j.rsma.2024.103713","title":"Carbon stocks in marine habitats across Jersey’s territorial waters","year":2024,"lang":"en","type":"article","venue":"Regional Studies in Marine Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Seagrass; Blue carbon; Habitat; Marine habitats; Environmental science; Total organic carbon; Carbon fibers; Ecology; Productivity; Marine protected area; Nursery habitat; Fishery; Oceanography; Geology; Biology","score_opus":0.02252453586028422,"score_gpt":0.29819675485457964,"score_spread":0.2756722189942954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400966158","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":[0.98752403,0.000047222064,0.0000039287766,0.00084085396,0.002624045,0.00025288196,0.000004345119,0.00005210068,0.008650593],"genre_scores_gemma":[0.9980072,0.00010614855,0.00048955344,0.00004939115,0.00021086354,0.00004980341,0.000004232431,0.0000139952335,0.0010688265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973087,0.00003879697,0.00035953938,0.00076482416,0.00080081477,0.0007273387],"domain_scores_gemma":[0.9994364,0.00013718438,0.000042036572,0.00026833196,0.000016016662,0.00010007778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012140432,0.00021877447,0.00026218191,0.0001434209,0.00017916632,0.000089163856,0.00056535105,0.000050234037,0.0000557923],"category_scores_gemma":[0.00013396174,0.00018017656,0.00005313351,0.0013503016,0.0013357553,0.0003689901,0.0042626937,0.0002573017,0.00006882908],"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":[0.000058316804,0.0000739176,0.9692737,0.00008341065,0.000013536492,0.0002906244,0.0033965744,0.0031062127,0.0010177944,0.00025345845,0.00064041576,0.021792026],"study_design_scores_gemma":[0.0010096563,0.00020891179,0.9431848,0.00034426822,0.000010855767,0.00013177522,0.0036586095,0.02858911,0.00013526656,0.009026296,0.012861732,0.00083871407],"about_ca_topic_score_codex":0.005654395,"about_ca_topic_score_gemma":0.027768709,"teacher_disagreement_score":0.026088908,"about_ca_system_score_codex":0.001598228,"about_ca_system_score_gemma":0.000044883367,"threshold_uncertainty_score":0.989972},"labels":[],"label_agreement":null},{"id":"W4401150042","doi":"10.1111/jfr3.13026","title":"Reimagining nature‐based coastal adaptation: A nested framework","year":2024,"lang":"en","type":"article","venue":"Journal of Flood Risk Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Natural Resources Canada; Fisheries and Oceans Canada; Department of Agriculture, Nova Scotia","keywords":"Adaptation (eye); Climate change adaptation; Nested set model; Computer science; Environmental resource management; Geography; Environmental science; Oceanography; Geology; Climate change; Psychology; Data mining","score_opus":0.005190373857995415,"score_gpt":0.2299258906833144,"score_spread":0.22473551682531898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401150042","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":[0.29504004,0.0015007282,0.6580319,0.0033131347,0.006243612,0.00065614004,0.00004632729,0.00020134466,0.034966767],"genre_scores_gemma":[0.9575139,0.00016586664,0.04143203,0.00014763237,0.00020291924,0.000004409126,0.000003586088,0.000024019157,0.0005056038],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984117,0.0000753779,0.00044876244,0.00021238442,0.00062443083,0.00022730221],"domain_scores_gemma":[0.9993223,0.00010729916,0.00023138883,0.00020845431,0.000017271119,0.00011330765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068634754,0.0001548163,0.00018519019,0.00015021188,0.000095919444,0.00017087716,0.0002826421,0.00008316444,0.00049362273],"category_scores_gemma":[0.00004079878,0.000111422094,0.00015960008,0.00046440703,0.000035511563,0.00031712215,0.00018216379,0.0007598971,0.0002202905],"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":[0.00037075934,0.0004987102,0.06263653,0.0006391569,0.0009861259,0.0047701434,0.0021103434,0.4069919,0.00010563202,0.0060669137,0.027162762,0.48766103],"study_design_scores_gemma":[0.0011391025,0.00044454332,0.046148036,0.0012903811,0.000615035,0.00024182114,0.0015352106,0.76884675,0.000052523752,0.011051888,0.16810633,0.00052836235],"about_ca_topic_score_codex":0.000057474543,"about_ca_topic_score_gemma":0.00022265565,"teacher_disagreement_score":0.66247386,"about_ca_system_score_codex":0.00015834361,"about_ca_system_score_gemma":0.00001965346,"threshold_uncertainty_score":0.5404822},"labels":[],"label_agreement":null},{"id":"W4401150140","doi":"10.5194/essd-2024-204","title":"Mapping the world’s inland surface waters: an update to the Global Lakes and Wetlands Database (GLWD v2)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"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 Alberta; McGill University","funders":"Nature Conservancy; World Wildlife Fund","keywords":"Wetland; Swamp; Hydrology (agriculture); Environmental science; Surface water; Biodiversity; Marsh; Ecosystem services; Geography; Ecosystem; Database; Ecology; Geology","score_opus":0.016267876755117247,"score_gpt":0.24195722126861233,"score_spread":0.2256893445134951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401150140","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":[0.9654589,0.0001216315,0.0010517886,0.010433171,0.0008994987,0.00087083335,0.0008670733,0.00014370581,0.020153379],"genre_scores_gemma":[0.9927257,0.000074437,0.0008397743,0.00075621135,0.00015064878,0.00003534915,0.00024517882,0.00003130326,0.005141452],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977495,0.00014719069,0.0003411777,0.00087640726,0.00041887944,0.0004668596],"domain_scores_gemma":[0.9984599,0.000062204854,0.00007562977,0.0011724201,0.000007579054,0.0002223094],"candidate_categories":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009599678,0.0003877234,0.0002791922,0.000033088218,0.0002530454,0.0006771912,0.0009815152,0.0001002982,0.0004567167],"category_scores_gemma":[0.000014826168,0.00019372212,0.000072942385,0.00036517179,0.00012297227,0.00013888808,0.009086068,0.00049345876,0.0010543297],"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":[0.00018242496,0.00017253187,0.7511055,0.00078823004,0.0003939922,0.00019141489,0.005934804,0.097510256,0.0004379683,0.0021079902,0.12010844,0.021066437],"study_design_scores_gemma":[0.00066035235,0.00011271117,0.11919934,0.00084236753,0.0002471134,0.00020981042,0.003910752,0.3641553,0.000070443384,0.0101986425,0.49814287,0.0022503173],"about_ca_topic_score_codex":0.0031407122,"about_ca_topic_score_gemma":0.116169065,"teacher_disagreement_score":0.63190615,"about_ca_system_score_codex":0.00023911418,"about_ca_system_score_gemma":0.000022509425,"threshold_uncertainty_score":0.9997235},"labels":[],"label_agreement":null},{"id":"W4401194431","doi":"10.3389/fmicb.2024.1422534","title":"Spartina alterniflora invasion reduces soil microbial diversity and weakens soil microbial inter-species relationships in coastal wetlands","year":2024,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"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 Alberta","funders":"Key Technology Research and Development Program of Shandong; National Natural Science Foundation of China","keywords":"Spartina alterniflora; Wetland; Ecology; Environmental science; Spartina; Biology; Microbial population biology; Marsh; Bacteria","score_opus":0.014198740518481615,"score_gpt":0.19507399279328375,"score_spread":0.18087525227480214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401194431","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":[0.99529624,0.00017499863,0.00075168477,0.0004880835,0.0021202986,0.00026527807,0.00019762314,0.000059111073,0.00064669293],"genre_scores_gemma":[0.997327,0.00016430818,0.0007511924,0.00005382566,0.000087914384,0.0000078128105,0.00018891763,0.000023334916,0.0013956735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792993,0.00026825105,0.00046712605,0.0007180597,0.00006773853,0.0005489169],"domain_scores_gemma":[0.99952346,0.000086311185,0.00008689239,0.000206878,0.000007486453,0.000088974186],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000611129,0.00028323985,0.00039395312,0.0002824314,0.00031639848,0.00006848437,0.00032151886,0.00028021794,0.00017141685],"category_scores_gemma":[0.000049689494,0.00027884782,0.00008165517,0.00036221082,0.00045739822,0.00027797473,0.0020190834,0.00057760713,0.00012772968],"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":[0.00012791746,0.00006743561,0.79599917,0.00004935252,0.000021026231,0.00009028457,0.0024898318,0.0003508011,0.17841169,0.000019734613,0.021382371,0.0009903766],"study_design_scores_gemma":[0.006870247,0.00081933767,0.8314709,0.0016334597,0.00018442897,0.0016265276,0.008049193,0.02424441,0.027911132,0.0033294891,0.09037152,0.0034893788],"about_ca_topic_score_codex":0.0011905665,"about_ca_topic_score_gemma":0.08835041,"teacher_disagreement_score":0.15050055,"about_ca_system_score_codex":0.00041428462,"about_ca_system_score_gemma":0.000026526375,"threshold_uncertainty_score":0.9999664},"labels":[],"label_agreement":null},{"id":"W4401305087","doi":"10.1016/j.scitotenv.2024.175224","title":"Assessing methane emissions and soil carbon stocks in the Camargue coastal wetlands: Management implications for climate change regulation","year":2024,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Continental (Canada)","funders":"Ministerio de Defensa de España; MAVA Foundation; Conservatoire National des Arts et Métiers; Total Foundation; Agence de l'Eau Rhône Méditerranée Corse; Departament de Salut, Generalitat de Catalunya","keywords":"Greenhouse gas; Wetland; Environmental science; Climate change; Methane; Methane emissions; Environmental protection; Carbon sink; Land use, land-use change and forestry; Climate change mitigation; Soil carbon; Land use; Ecology; Soil water; Soil science","score_opus":0.019621260386670402,"score_gpt":0.25785508420405195,"score_spread":0.23823382381738156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401305087","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":[0.9896751,0.000055847395,0.00024825011,0.0043761088,0.00014913671,0.0010971121,0.00003560262,0.000013148519,0.00434969],"genre_scores_gemma":[0.9992141,0.000099607925,0.0001881484,0.000020438796,0.000026166319,0.00019677887,0.0000038536177,0.000009622787,0.00024127321],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99867076,0.000072634255,0.00022241005,0.00032774886,0.00039553808,0.00031093837],"domain_scores_gemma":[0.9992544,0.00011302259,0.00008617864,0.0004985627,0.0000021614726,0.000045692268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016172344,0.00012364528,0.00010202217,0.00004572368,0.0003852327,0.00010909573,0.00050947274,0.000027879276,0.000022474764],"category_scores_gemma":[0.000015042797,0.00006271618,0.00005419526,0.00037150603,0.0005303471,0.00027241235,0.00082287623,0.00010205368,0.0000053308245],"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":[0.00014576755,0.0008181177,0.031950247,0.00085108704,0.00011920154,0.00000917823,0.024044132,0.33316717,0.32668632,0.021305742,0.00034681364,0.26055622],"study_design_scores_gemma":[0.0002385212,0.000058132886,0.79136604,0.00013705855,0.00007999987,0.00004060963,0.0016834699,0.20139265,0.0006899371,0.003946182,0.00018506263,0.00018232285],"about_ca_topic_score_codex":0.00024120169,"about_ca_topic_score_gemma":0.00016329557,"teacher_disagreement_score":0.7594158,"about_ca_system_score_codex":0.00017916174,"about_ca_system_score_gemma":0.000008479655,"threshold_uncertainty_score":0.29629377},"labels":[],"label_agreement":null},{"id":"W4401356405","doi":"10.5194/egusphere-2024-1162-ac2","title":"Reply on RC2","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Saskatchewan; University of Toronto","funders":"","keywords":"Sediment; Radiometric dating; Natural radioactivity; Radiochemistry; Mineralogy; Chemistry; Environmental science; Geology; Physics; Radionuclide; Geochemistry; Nuclear physics; Geomorphology","score_opus":0.01471792349586891,"score_gpt":0.2591031767208343,"score_spread":0.2443852532249654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401356405","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":[0.00003098793,0.002337773,0.00002415884,0.084367976,0.004199827,0.00047378,0.00026528764,0.000209363,0.90809083],"genre_scores_gemma":[0.00016469104,0.0012601385,0.00008584389,0.016810717,0.00019159763,0.000039407027,0.00036089352,0.000052599873,0.9810341],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998154,0.000028334793,0.00031849777,0.0006578781,0.0005634348,0.0002778692],"domain_scores_gemma":[0.99903893,0.000044294666,0.00007468673,0.00073048094,0.000004512202,0.000107104635],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032144535,0.0002903968,0.00037645467,0.000035549107,0.0000369312,0.00004768969,0.00037862992,0.00012904093,0.044497546],"category_scores_gemma":[0.000046516358,0.00021107505,0.00019308887,0.00020793664,0.000031358024,0.000035688976,0.0006132958,0.00038958516,0.08158202],"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":[0.0000012697076,0.000013523381,0.000018880033,0.0010357583,0.000011168373,0.00003126483,0.000004262138,0.00001230098,7.755067e-7,0.000045171884,0.99017745,0.008648185],"study_design_scores_gemma":[0.000026599806,0.000045736026,0.000036814556,0.002188973,0.000054820604,0.000020101326,0.0000017149723,0.00041725117,0.0000011133209,0.00022220395,0.99671906,0.0002655807],"about_ca_topic_score_codex":0.0018358302,"about_ca_topic_score_gemma":0.0052497494,"teacher_disagreement_score":0.07294326,"about_ca_system_score_codex":0.00035362295,"about_ca_system_score_gemma":0.0000153862,"threshold_uncertainty_score":0.9563759},"labels":[],"label_agreement":null},{"id":"W4401864150","doi":"10.1016/j.nbsj.2024.100173","title":"Finding common ground: a comparison between coastal nature-based solutions in the Netherlands and British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Nature-Based Solutions","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"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":"Erasmus+; Pacific Institute for Climate Solutions","keywords":"Common ground; Geography; Psychology; Social psychology","score_opus":0.011450753290203928,"score_gpt":0.23982805822254746,"score_spread":0.22837730493234354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401864150","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":[0.98788524,0.0016244623,0.0018442023,0.0028407616,0.0006660984,0.0006865245,0.0015884568,0.00013855929,0.0027257209],"genre_scores_gemma":[0.9981166,0.000007532643,0.00017754796,0.0007097113,0.0001072924,0.00007497589,0.0005536727,0.000032970274,0.00021969165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973124,0.00026619973,0.00042899177,0.00054139324,0.0006794367,0.0007715799],"domain_scores_gemma":[0.9985602,0.0007967449,0.000082566614,0.00037607897,0.000016408014,0.00016800353],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008855763,0.00022344886,0.00032628534,0.00008260033,0.0010516593,0.0007033016,0.00044548986,0.0006106196,0.00017780869],"category_scores_gemma":[0.000076963086,0.0002621792,0.00010886757,0.00096339703,0.00023046223,0.00019059524,0.00019026847,0.0026185624,0.000014737451],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001535027,0.00018712165,0.9169948,0.00011629295,0.00004400362,0.00014955588,0.00020391816,0.007001787,0.00006923433,0.00028584895,0.07094003,0.003992033],"study_design_scores_gemma":[0.0008127653,0.00009599139,0.7743383,0.0002947392,0.0000964901,0.00004872653,0.00033737032,0.18600772,0.000004918687,0.0005700673,0.03687674,0.0005161709],"about_ca_topic_score_codex":0.86293423,"about_ca_topic_score_gemma":0.99920475,"teacher_disagreement_score":0.17900594,"about_ca_system_score_codex":0.000841327,"about_ca_system_score_gemma":0.000369118,"threshold_uncertainty_score":0.999983},"labels":[],"label_agreement":null},{"id":"W4401908285","doi":"10.1007/s12237-024-01419-7","title":"Passive Recovery Risks Non-native Vegetation Invasion Following Intensive Herbivory by Canada Geese in Two Salish Sea Estuaries","year":2024,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Grazing; Vegetation (pathology); Grazing pressure; Herbivore; Estuary; Marsh; Environmental science; Ecology; Perennial plant; Biology; Wetland","score_opus":0.006555783794246115,"score_gpt":0.23092914800626532,"score_spread":0.2243733642120192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401908285","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":[0.99592775,0.0007665549,0.0003982588,0.0007144541,0.0008527403,0.0003009261,0.000031161257,0.00003793479,0.0009702303],"genre_scores_gemma":[0.999038,0.00008193892,0.000060562495,0.0002581467,0.000038570834,0.00004082773,0.000055596734,0.00002493796,0.00040143883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984771,0.00006912955,0.00028845263,0.00046785013,0.0003506732,0.0003468183],"domain_scores_gemma":[0.99936116,0.0002785356,0.00006938079,0.0001541883,0.00002145612,0.000115299634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018798842,0.0002338387,0.00026653468,0.000052216572,0.00018816104,0.00020155746,0.00012693646,0.00006286902,0.00003531008],"category_scores_gemma":[0.00012910574,0.00021426458,0.000054737742,0.00029827762,0.000113250746,0.00056097837,0.00033417973,0.00024604236,0.00002299105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025394515,0.0001289691,0.7871232,0.00064806006,0.0003083158,0.0016838616,0.026099896,0.012258054,0.0021065783,0.00045847555,0.046905465,0.1220252],"study_design_scores_gemma":[0.0030615688,0.00068033487,0.77038324,0.0030390148,0.00022287891,0.0001340793,0.03432145,0.16001676,0.0016271966,0.0090316385,0.015047286,0.0024345398],"about_ca_topic_score_codex":0.73978347,"about_ca_topic_score_gemma":0.9749126,"teacher_disagreement_score":0.23512909,"about_ca_system_score_codex":0.000506981,"about_ca_system_score_gemma":0.00013970074,"threshold_uncertainty_score":0.8737456},"labels":[],"label_agreement":null},{"id":"W4401974717","doi":"10.1111/rec.14261","title":"Are restoration plans missing the target? Land tenure and cyclone risks reshuffles priorities for mangrove restoration","year":2024,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"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":"Canada Excellence Research Chairs, Government of Canada; Australian Research Council; Griffith University; Commonwealth Scientific and Industrial Research Organisation","keywords":"Mangrove; Restoration ecology; Environmental science; Environmental resource management; Environmental planning; Geography; Agroforestry; Fishery; Ecology","score_opus":0.022337776519147864,"score_gpt":0.2668838157111255,"score_spread":0.24454603919197765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401974717","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":[0.98004067,0.00048030308,0.0092760995,0.007320504,0.0011023119,0.00090664485,0.00014623356,0.00014725905,0.0005799471],"genre_scores_gemma":[0.99717075,0.000060183494,0.0010639494,0.00015732655,0.0002896037,0.00011570123,0.000116211304,0.000026040498,0.0010002374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987636,0.00015596268,0.00030051518,0.00035817735,0.00018201579,0.0002397108],"domain_scores_gemma":[0.999191,0.00032712243,0.0001779739,0.00021778021,0.000024713909,0.00006139945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055264006,0.00015805768,0.00016947337,0.00007379899,0.0004825392,0.00021948232,0.00009788364,0.00017633075,0.00005737679],"category_scores_gemma":[0.00022566339,0.0001246468,0.00003943914,0.00016449917,0.00013521666,0.00047830128,0.00007777216,0.00016266333,0.000063314976],"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":[0.00042381222,0.00009360393,0.8915491,0.00051411043,0.00008966973,0.000087831155,0.0046458477,0.017614607,0.007818195,0.004937871,0.06314464,0.009080694],"study_design_scores_gemma":[0.0004941814,0.00029366155,0.69291776,0.000091397145,0.00006792915,0.00008450533,0.0006901414,0.17541502,0.00013757411,0.009251498,0.12018557,0.0003707216],"about_ca_topic_score_codex":0.0002737057,"about_ca_topic_score_gemma":0.028411444,"teacher_disagreement_score":0.19863133,"about_ca_system_score_codex":0.00032434412,"about_ca_system_score_gemma":0.00003890674,"threshold_uncertainty_score":0.98931754},"labels":[],"label_agreement":null},{"id":"W4402276415","doi":"10.1111/gcb.17462","title":"Methane fluxes in tidal marshes of the conterminous United States","year":2024,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of British Columbia","funders":"Nuclear Safety and Security Commission; University Corporation for Atmospheric Research; Agencia Estatal de Investigación; National Aeronautics and Space Administration; U.S. Department of Energy; National Science Foundation","keywords":"Wetland; Environmental science; Eddy covariance; Marsh; Salinity; Flux (metallurgy); Biogeochemistry; Greenhouse gas; Hydrology (agriculture); Atmospheric sciences; Ecosystem; Methane; Environmental chemistry; Oceanography; Ecology; Chemistry; Geology; Biology","score_opus":0.01901678810388345,"score_gpt":0.2582425873019377,"score_spread":0.23922579919805426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402276415","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":[0.9967976,0.000331496,0.000018480945,0.00040937154,0.00040554162,0.00017519169,0.00032669315,0.000024550334,0.001511073],"genre_scores_gemma":[0.9995707,0.000047914917,0.000021115651,0.00015059483,0.000029774417,0.000015447848,0.000052142084,0.000003975738,0.00010832247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993216,0.00008965612,0.00014758618,0.00017525328,0.000061149556,0.00020475725],"domain_scores_gemma":[0.9997555,0.00004675145,0.00003032287,0.00013643032,0.0000032318972,0.000027732027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014026488,0.000087587505,0.00012994662,0.000027030577,0.000014248404,0.0000067471938,0.00020488251,0.00007093777,0.00019872477],"category_scores_gemma":[0.000017715904,0.000055631885,0.000041559204,0.0003958465,0.00013210636,0.000040062776,0.00030736503,0.0000563422,0.00008476776],"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":[0.00002773458,0.00003444513,0.9826746,0.00004612388,0.000016044683,0.000019739775,0.00050872687,0.000021083892,0.0008390477,0.00073438283,0.00041620128,0.01466189],"study_design_scores_gemma":[0.0004832113,0.0003477116,0.91300565,0.00014604979,0.000028179482,0.000105534455,0.00045750456,0.021135274,0.0002155751,0.00691065,0.056836803,0.0003278664],"about_ca_topic_score_codex":0.010874809,"about_ca_topic_score_gemma":0.015113847,"teacher_disagreement_score":0.06966894,"about_ca_system_score_codex":0.00014088547,"about_ca_system_score_gemma":0.0000053960002,"threshold_uncertainty_score":0.99571186},"labels":[],"label_agreement":null},{"id":"W4402441313","doi":"10.1111/ecog.07006","title":"Shallow coverage in shallow waters: the incompleteness of intertidal species inventories in biodiversity database records","year":2024,"lang":"en","type":"article","venue":"Ecography","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"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 British Columbia","funders":"Agencia Estatal de Investigación; Natural Environment Research Council; HORIZON EUROPE Framework Programme; European Commission; Fundação de Amparo à Pesquisa do Estado de Goiás; British Antarctic Survey; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Sight Research UK; UK Research and Innovation","keywords":"Intertidal zone; Biodiversity; Ecology; Geography; Global biodiversity; Database; Environmental science; Biology; Computer science","score_opus":0.01259265424450702,"score_gpt":0.2018743049985499,"score_spread":0.1892816507540429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402441313","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":[0.9963448,0.00007244439,0.00010862953,0.0003890428,0.00046595346,0.00018925153,0.00024404393,0.000028280692,0.0021575764],"genre_scores_gemma":[0.9996232,0.000087521,0.0000554628,0.00007028461,0.00001818386,0.00001035882,0.000057982,0.0000069203807,0.00007011393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882877,0.0000821603,0.00029726492,0.00031277744,0.00022488428,0.00025413506],"domain_scores_gemma":[0.99953675,0.000089535904,0.00004646662,0.00027672044,0.000004345698,0.000046163386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047248352,0.00014341771,0.00019399842,0.00021897694,0.00004818875,0.00006244787,0.00039823464,0.00004677444,0.0005804935],"category_scores_gemma":[0.00001962894,0.0001055667,0.00011348403,0.0008959673,0.00018766911,0.00038737984,0.0005868417,0.00017901008,0.00010214378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038543116,0.00006422441,0.99567294,0.00008179698,0.00001551411,0.000054895205,0.0013915623,0.00026263244,0.0003895532,0.000060711052,0.0008117743,0.001155845],"study_design_scores_gemma":[0.00030944293,0.00007141963,0.98459125,0.00020525571,0.000011676214,0.000004105858,0.0010696385,0.005139197,0.00013905158,0.0011136568,0.0071243136,0.00022100935],"about_ca_topic_score_codex":0.00994931,"about_ca_topic_score_gemma":0.15124443,"teacher_disagreement_score":0.14129512,"about_ca_system_score_codex":0.00012422781,"about_ca_system_score_gemma":0.000009470462,"threshold_uncertainty_score":0.99664354},"labels":[],"label_agreement":null},{"id":"W4402475282","doi":"10.1007/s10530-024-03439-7","title":"Range expansion of the invasive hybrid cattail Typha × glauca exceeds that of its maternal plant T. angustifolia in the western Prairie Pothole Region of North America","year":2024,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Invasive species; Range (aeronautics); Typha; Pothole (geology); Introduced species; Ecology; Typha angustifolia; Wetland","score_opus":0.07870514007739218,"score_gpt":0.23358122464025594,"score_spread":0.15487608456286375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402475282","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":[0.99823564,0.00014237559,0.000070060276,0.00046463122,0.00013794268,0.00037576366,0.00028818415,0.000014331943,0.00027108553],"genre_scores_gemma":[0.99946445,0.00020756696,0.000031774092,0.00010301119,0.000017071183,0.000023231149,0.000031056275,0.0000071612226,0.00011467192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987659,0.00019898792,0.0003388401,0.0002397742,0.0002588752,0.00019763128],"domain_scores_gemma":[0.999161,0.0003099656,0.00017120993,0.00030470407,0.000010521962,0.000042586427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020058974,0.00013855327,0.00024072341,0.000041318865,0.00005488651,0.000011147099,0.00051343883,0.000062993095,0.0000687766],"category_scores_gemma":[0.00010201264,0.00006533496,0.000115738854,0.000333393,0.0003042612,0.00007818621,0.00043918254,0.00015500111,0.00003607728],"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":[0.00004525911,0.000097371696,0.98819506,0.000089617984,0.000011026685,0.000051440766,0.00060796837,0.00018818346,0.008172242,0.000038040354,0.0011091765,0.0013946311],"study_design_scores_gemma":[0.00013335978,0.00016530025,0.993661,0.00027374303,0.00001771221,0.00008303073,0.0002560858,0.0004061779,0.0035280364,0.00008127055,0.0012949519,0.00009936653],"about_ca_topic_score_codex":0.000963903,"about_ca_topic_score_gemma":0.00398068,"teacher_disagreement_score":0.0054659224,"about_ca_system_score_codex":0.000047016856,"about_ca_system_score_gemma":0.000025354102,"threshold_uncertainty_score":0.26642826},"labels":[],"label_agreement":null},{"id":"W4402489883","doi":"10.1007/s13157-024-01846-z","title":"Are Plant Communities of Roadside Stormwater Ponds Similar to those Found in Natural Wetlands?","year":2024,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Espace pour la vie; McGill University; Université Laval; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","funders":"","keywords":"Wetland; Stormwater; Natural (archaeology); Landscape ecology; Environmental science; Stormwater management; Hydrology (agriculture); Nature Conservation; Geography; Water resource management; Ecology; Habitat; Surface runoff; Engineering; Archaeology; Biology","score_opus":0.014461420764743759,"score_gpt":0.2364226081167074,"score_spread":0.22196118735196363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402489883","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":[0.99389464,0.00010673345,0.00005781246,0.0003264117,0.000502554,0.00021220534,0.000099061006,0.00007387097,0.004726716],"genre_scores_gemma":[0.99789894,0.000020310585,0.000110562905,0.00017006135,0.00005762503,0.000024912764,0.00009070759,0.000029598563,0.0015973087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858075,0.00007261198,0.00036091096,0.00025445083,0.00033786052,0.00039342008],"domain_scores_gemma":[0.9993072,0.00011977489,0.00006955064,0.00038578233,0.000009324382,0.00010833567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037211546,0.00022257317,0.00031697776,0.00018097972,0.000070616494,0.00008120962,0.00037213025,0.000089169844,0.00047538782],"category_scores_gemma":[0.000021815105,0.00017575575,0.0000768531,0.00044122315,0.00006513039,0.00023122734,0.0004511951,0.00027934441,0.00026466118],"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":[0.00013594127,0.00007902528,0.97952956,0.00016385496,0.000034649474,0.00019366096,0.0045897667,0.007263844,0.0015796768,0.00010125305,0.005046004,0.0012827925],"study_design_scores_gemma":[0.0008990387,0.00024321442,0.81223285,0.0010991137,0.000038356542,0.00012679065,0.0029420117,0.13586986,0.00043745147,0.00054046005,0.044776324,0.00079449464],"about_ca_topic_score_codex":0.001661984,"about_ca_topic_score_gemma":0.14542511,"teacher_disagreement_score":0.16729665,"about_ca_system_score_codex":0.00022430433,"about_ca_system_score_gemma":0.000012922788,"threshold_uncertainty_score":0.8701686},"labels":[],"label_agreement":null},{"id":"W4402591293","doi":"10.2139/ssrn.4960732","title":"Approaches to Monitor and Model Growth and Spread of Early-Stage Aquatic Plant Invasions: A Study of Variable-Leaf Watermilfoil on a Shallow Impoundment","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Algoma University","funders":"","keywords":"Stage (stratigraphy); Aquatic plant; Variable (mathematics); Environmental science; Ecology; Biology; Macrophyte; Mathematics","score_opus":0.03671285664510834,"score_gpt":0.222185402603346,"score_spread":0.18547254595823764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402591293","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":[0.99702084,0.00026675448,0.0010960378,0.000103487255,0.00010766177,0.0009445091,0.00008334311,0.000015115386,0.00036227566],"genre_scores_gemma":[0.9981789,0.0008245595,0.00048435997,0.00000870885,0.000036207788,0.000060388396,0.0000061266587,0.000043767926,0.00035697295],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969075,0.00012718103,0.0006646558,0.0006015899,0.0005885718,0.0011105294],"domain_scores_gemma":[0.9990507,0.00008527894,0.00031076034,0.0003553516,0.0000078924695,0.00019004839],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014897216,0.00037214177,0.0005789013,0.00019699012,0.000100726524,0.00009122095,0.000402161,0.00015438448,0.0000075870553],"category_scores_gemma":[0.000041001946,0.0002923683,0.000079761485,0.00014077558,0.00005917187,0.00007549995,0.0018458052,0.0016706006,0.0000064018072],"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":[0.0046326895,0.008758648,0.37349796,0.0059808227,0.005306637,0.00020686703,0.06873026,0.4489944,0.011763545,0.04399612,0.00009135468,0.028040698],"study_design_scores_gemma":[0.002745267,0.008243457,0.0064644436,0.0019388098,0.00081850466,0.00042563974,0.013357142,0.54782104,0.0002883993,0.41656652,0.000004878146,0.0013258965],"about_ca_topic_score_codex":0.004538629,"about_ca_topic_score_gemma":0.010074742,"teacher_disagreement_score":0.3725704,"about_ca_system_score_codex":0.0008265903,"about_ca_system_score_gemma":0.00031968803,"threshold_uncertainty_score":0.99995285},"labels":[],"label_agreement":null},{"id":"W4402676206","doi":"10.1016/j.gecco.2024.e03209","title":"Impact of invasive Typha and wetland interspersion on muskrat declines in North America","year":2024,"lang":"en","type":"article","venue":"Global Ecology and Conservation","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministry of Natural Resources and Forestry; Trent University","funders":"","keywords":"Typha; Wetland; Geography; Invasive species; Ecology; Biology","score_opus":0.006240035031146095,"score_gpt":0.23700935302673362,"score_spread":0.23076931799558753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402676206","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":[0.9988301,0.00004238812,0.000020255478,0.00040363928,0.00007487328,0.00009953336,0.000030654264,0.0000093911785,0.00048919057],"genre_scores_gemma":[0.9996912,0.000085289634,0.000028793089,0.00014694451,0.0000056165895,0.0000036869685,0.000020616173,0.0000019801762,0.000015878924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995645,0.000030726656,0.00011712988,0.00015562717,0.00004001847,0.00009194528],"domain_scores_gemma":[0.99979705,0.00008759031,0.000031605716,0.000048802616,0.00000475837,0.00003019407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054879463,0.00006623393,0.00009937718,0.00002625924,0.000024583534,0.000010789608,0.000032714113,0.00004838915,0.00008216724],"category_scores_gemma":[0.000040298888,0.00005348452,0.000018330116,0.00017989666,0.00008640384,0.000092524555,0.00006662084,0.000043999044,0.000029926458],"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":[0.00007106507,0.000020425156,0.99330354,0.000015843822,0.000009276263,0.0000124382805,0.00013471428,0.0002764812,0.0001502833,0.000045554247,0.00028465645,0.005675695],"study_design_scores_gemma":[0.00017830943,0.0002574743,0.9877509,0.000021276323,0.0000068745207,0.000014440445,0.000077591314,0.011216625,0.000003634685,0.000255571,0.00016657752,0.000050755232],"about_ca_topic_score_codex":0.00220694,"about_ca_topic_score_gemma":0.101199046,"teacher_disagreement_score":0.09899211,"about_ca_system_score_codex":0.00011944157,"about_ca_system_score_gemma":0.000017289456,"threshold_uncertainty_score":0.9152017},"labels":[],"label_agreement":null},{"id":"W4402995291","doi":"10.3390/f15101722","title":"Assessing Vulnerability to Cyclone Hazards in the World’s Largest Mangrove Forest, The Sundarbans: A Geospatial Analysis","year":2024,"lang":"en","type":"article","venue":"Forests","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":15,"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 Saskatchewan","funders":"Shahjalal University of Science and Technology; National Geographic Society; Asia-Pacific Network for Global Change Research","keywords":"Mangrove; Geospatial analysis; Vulnerability (computing); Geography; Environmental science; Forestry; Environmental resource management; Agroforestry; Ecology; Remote sensing","score_opus":0.010054456954740615,"score_gpt":0.2883367174664159,"score_spread":0.2782822605116753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402995291","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":[0.98530245,0.000047036057,0.0058485144,0.0025328388,0.00023511446,0.0004704753,0.000038500715,0.000056794786,0.0054682866],"genre_scores_gemma":[0.9986473,0.000001451907,0.00018059621,0.00023564398,0.000097947675,0.00010367643,0.00003099974,0.000017552355,0.0006848835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981066,0.00020109299,0.0003077158,0.00044701423,0.00051372737,0.00042382852],"domain_scores_gemma":[0.9989188,0.00034147434,0.000041645082,0.000614336,0.000006445342,0.00007730386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014719329,0.00018155543,0.00020853843,0.00014076066,0.0002208997,0.0005638534,0.0005526352,0.000049607726,0.00047334092],"category_scores_gemma":[0.00009039597,0.000102453545,0.00017311318,0.0023285542,0.00009204024,0.00033096143,0.0003331094,0.000284869,0.00029755925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000117642585,0.00005426073,0.9551995,0.00002002817,0.000048915746,0.000052315838,0.0010370797,0.035138957,0.0000159475,0.00042854372,0.0016856976,0.006306998],"study_design_scores_gemma":[0.00006795855,0.000022997365,0.84200394,0.000024831685,0.00008378421,0.000006369945,0.00013462442,0.1499351,0.000003707873,0.0012547555,0.0063334266,0.00012849354],"about_ca_topic_score_codex":0.008582122,"about_ca_topic_score_gemma":0.89312685,"teacher_disagreement_score":0.88454473,"about_ca_system_score_codex":0.00031147595,"about_ca_system_score_gemma":0.000024983894,"threshold_uncertainty_score":0.9980198},"labels":[],"label_agreement":null},{"id":"W4403299247","doi":"10.1111/gcb.17526","title":"Navigating Research Challenges to Estimate Blue Carbon Benefits From Saltmarsh Restoration","year":2024,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Salt marsh; Environmental science; Carbon fibers; Blue carbon; Carbon flux; Climate change; Carbon cycle; Carbon sequestration; Environmental resource management; Ecology; Computer science; Carbon dioxide; Ecosystem; Biology","score_opus":0.09789275431404575,"score_gpt":0.3860107010884698,"score_spread":0.28811794677442404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403299247","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":[0.9895378,0.0032101776,0.000036787118,0.002712576,0.00082737935,0.00032889048,0.00023984516,0.00013416153,0.0029723777],"genre_scores_gemma":[0.99878055,0.00018629723,0.00036040138,0.00006098137,0.0003888113,0.00009113619,0.00009955859,0.000013325489,0.000018961635],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99843115,0.00015696757,0.00017520387,0.00055767974,0.00020859248,0.0004704222],"domain_scores_gemma":[0.99947286,0.0000963779,0.000024062447,0.0002514456,0.000014685896,0.00014054666],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053043244,0.0001379713,0.00015525127,0.000021071239,0.00009456391,0.000046245113,0.00023867349,0.00016005327,0.000081680744],"category_scores_gemma":[0.000076140386,0.00012549927,0.000030174888,0.00037673544,0.000063793246,0.00009209765,0.00057660573,0.00020773182,0.0008698685],"study_design_candidate":"observational","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":[0.00010506849,0.00006553703,0.16473402,0.00011269232,0.00004308661,0.0000915045,0.0067815147,0.0003374128,0.0028697525,0.006942029,0.0006277815,0.8172896],"study_design_scores_gemma":[0.00067887444,0.002603153,0.6967298,0.0018300395,0.00005286018,0.0001033485,0.002204531,0.19155134,0.00031459524,0.022459824,0.07977093,0.0017006971],"about_ca_topic_score_codex":0.013459167,"about_ca_topic_score_gemma":0.05162392,"teacher_disagreement_score":0.8155889,"about_ca_system_score_codex":0.00058506906,"about_ca_system_score_gemma":0.000009514175,"threshold_uncertainty_score":0.9999081},"labels":[],"label_agreement":null},{"id":"W4403372122","doi":"10.1029/2023jg007943","title":"A New Coupled Biogeochemical Modeling Approach Provides Accurate Predictions of Methane and Carbon Dioxide Fluxes Across Diverse Tidal Wetlands","year":2024,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of British Columbia","funders":"Biological and Environmental Research","keywords":"Biogeochemical cycle; Environmental science; Wetland; Greenhouse gas; Ecosystem; Methane; Atmospheric sciences; Flux (metallurgy); Primary production; Carbon dioxide; Hydrology (agriculture); Ecology; Oceanography; Environmental chemistry; Chemistry; Geology","score_opus":0.03744824360632932,"score_gpt":0.32115664977693503,"score_spread":0.2837084061706057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403372122","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":[0.99487245,0.00021224222,0.0038452507,0.00028551437,0.00015975187,0.00018282687,0.000060547718,0.000018210483,0.00036321365],"genre_scores_gemma":[0.9979303,0.00017186951,0.0014922463,0.0000036459467,0.00019892819,0.0000051334405,0.0000040185246,0.000010020184,0.00018383209],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99680865,0.00013064509,0.00049507857,0.00039609487,0.0015944528,0.0005750702],"domain_scores_gemma":[0.99879736,0.00038772868,0.00012184483,0.00017435358,0.00009412128,0.000424565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020948704,0.0001628843,0.0003469038,0.00018798746,0.0001476721,0.00017958986,0.0005475083,0.00008891278,0.000030172225],"category_scores_gemma":[0.0004226762,0.00011031679,0.00014861581,0.0013302447,0.0007235673,0.00060599105,0.00069786416,0.00051068055,0.00000808166],"study_design_candidate":"simulation_or_modeling","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":[0.00082246965,0.0009167529,0.1641569,0.00058199425,0.00027252774,0.00018633243,0.0057003144,0.005299172,0.79637206,0.00062507356,0.00069519033,0.024371192],"study_design_scores_gemma":[0.0003258188,0.0006462803,0.006159261,0.00016650453,0.000032866228,0.000087246866,0.0020244422,0.98495007,0.0025640875,0.0027012362,0.00018245292,0.00015974343],"about_ca_topic_score_codex":0.0162996,"about_ca_topic_score_gemma":0.0008023721,"teacher_disagreement_score":0.9796509,"about_ca_system_score_codex":0.00013554624,"about_ca_system_score_gemma":0.00020393857,"threshold_uncertainty_score":0.99025095},"labels":[],"label_agreement":null},{"id":"W4403484090","doi":"10.5751/ace-02719-190215","title":"Suboptimal conditions lead to differences in habitat use and nest survival of imperiled tidal marsh sparrows between an urban marsh and nearby non-urban island","year":2024,"lang":"en","type":"article","venue":"Avian Conservation and Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Marsh; Habitat; Nest (protein structural motif); Ecology; Salt marsh; Geography; Wetland; Biology","score_opus":0.018118051087756014,"score_gpt":0.23384626891703963,"score_spread":0.21572821782928361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403484090","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":[0.99823636,0.000014382961,0.00005792975,0.000876169,0.00012389127,0.00028918427,0.00016546482,0.000019274841,0.00021732041],"genre_scores_gemma":[0.9990326,0.000014387206,0.000177266,0.00015878458,0.000028738343,0.000021263028,0.00008410695,0.000011774442,0.00047104157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989745,0.00008682741,0.0002790582,0.00034784814,0.00008438944,0.00022740403],"domain_scores_gemma":[0.9993846,0.00031015082,0.000047843685,0.00011311595,0.000010303965,0.00013398017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002209661,0.00014105704,0.00027899508,0.00012215573,0.000090499205,0.00010274713,0.00006908055,0.00009414623,0.00022238947],"category_scores_gemma":[0.00003801264,0.00013678505,0.000016963078,0.00021162737,0.00022027447,0.0003662678,0.00013486607,0.00010361546,0.000019644873],"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":[0.000025478967,0.000021613967,0.99761033,0.000036260502,0.000010247722,0.000011500153,0.000601077,0.0000076048786,0.0008262807,0.00016635224,0.0004890067,0.0001942418],"study_design_scores_gemma":[0.00034455533,0.00024271334,0.98513204,0.000026690672,0.000018229537,0.000013787568,0.00018000559,0.013411708,0.000012528808,0.00014332455,0.0003247967,0.00014964877],"about_ca_topic_score_codex":0.0013876316,"about_ca_topic_score_gemma":0.1852465,"teacher_disagreement_score":0.18385887,"about_ca_system_score_codex":0.000041434738,"about_ca_system_score_gemma":0.000018661493,"threshold_uncertainty_score":0.82962066},"labels":[],"label_agreement":null},{"id":"W4403702357","doi":"10.1111/1758-2229.70025","title":"Low microbial abundance and community diversity in the egg capsule of the oviparous cloudy catshark ( <i>Scyliorhinus torazame</i> ) during oviposition","year":2024,"lang":"en","type":"article","venue":"Environmental Microbiology Reports","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Institute of Genetics; Japan Society for the Promotion of Science; Institute for Fermentation, Osaka","keywords":"Oviparity; Biology; Scyliorhinus canicula; Abundance (ecology); Zoology; Ecology; Fishery; Fish <Actinopterygii>","score_opus":0.004065134448779757,"score_gpt":0.17453913012728256,"score_spread":0.1704739956785028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403702357","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":[0.99839246,0.00021904014,0.000005318737,0.00012359455,0.00045443032,0.00040593193,0.00013533676,0.000020455003,0.0002434385],"genre_scores_gemma":[0.9995863,0.000034358436,0.000020380428,0.00011024192,0.000022293185,0.000010725852,0.000055814297,0.000013935392,0.00014595254],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998439,0.00042074674,0.0003796863,0.0003653636,0.000107494954,0.00028770577],"domain_scores_gemma":[0.99918133,0.000084335894,0.00016154484,0.00053359725,0.0000010336717,0.00003816745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006400528,0.00019916559,0.00020927835,0.000028010087,0.0006114451,0.000028181363,0.00034651472,0.00012257454,0.00014410396],"category_scores_gemma":[0.000012896932,0.0001394694,0.000092448594,0.0001429438,0.0006041119,0.0001379625,0.0017221096,0.0005358548,0.000033370805],"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":[0.00001566309,0.00017525653,0.2425027,0.00004775758,0.000015765107,0.00015097117,0.002632986,0.00016079645,0.75394994,9.810531e-7,0.00021783929,0.0001293349],"study_design_scores_gemma":[0.0003537682,0.00011262078,0.9343994,0.0001378695,0.00005999812,0.0066928566,0.00088732835,0.00007176876,0.05580294,0.00011884815,0.001024833,0.00033775048],"about_ca_topic_score_codex":0.0020974583,"about_ca_topic_score_gemma":0.002382425,"teacher_disagreement_score":0.698147,"about_ca_system_score_codex":0.00035735097,"about_ca_system_score_gemma":0.0000072992725,"threshold_uncertainty_score":0.56873965},"labels":[],"label_agreement":null},{"id":"W4403757119","doi":"10.1101/2024.10.22.619726","title":"Rapid ecosystem change after the cod collapse in Newfoundland &amp; Labrador","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"","keywords":"Ecosystem; Fishery; Oceanography; Environmental science; Geography; Ecology; Geology; Biology","score_opus":0.013855773145207846,"score_gpt":0.20310682560993112,"score_spread":0.1892510524647233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403757119","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":[0.9919479,0.0015319095,0.000032818032,0.0007517394,0.0025037955,0.0019583546,0.0008837431,0.0002900623,0.000099680605],"genre_scores_gemma":[0.9970102,0.00027182203,0.00030219453,0.00023185641,0.0005334452,0.0014072453,0.0000010980121,0.00017339746,0.00006879658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961925,0.00026850842,0.00073299656,0.0013323305,0.0006333236,0.00084032444],"domain_scores_gemma":[0.99749845,0.00010350069,0.00028920505,0.0017897103,0.00004265974,0.00027646037],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012129752,0.000717772,0.0006598736,0.00021076678,0.0001454313,0.00048554502,0.0009696161,0.0005393896,0.0007447012],"category_scores_gemma":[0.000070036396,0.00058334967,0.00020624748,0.00095275266,0.00012292444,0.00017771742,0.003131801,0.0011009164,0.0041182446],"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":[0.00080965937,0.0011049778,0.9243713,0.007873105,0.0007993913,0.0022715947,0.0013768465,0.0017551775,0.049090754,0.0007016735,0.009693012,0.0001524853],"study_design_scores_gemma":[0.0011009107,0.00008882257,0.7829521,0.0023024539,0.00026308894,5.517067e-7,0.000017194083,0.010888185,0.00047492192,0.000026025606,0.19941463,0.0024711497],"about_ca_topic_score_codex":0.0031266676,"about_ca_topic_score_gemma":0.030976174,"teacher_disagreement_score":0.18972161,"about_ca_system_score_codex":0.0017113519,"about_ca_system_score_gemma":0.0001388546,"threshold_uncertainty_score":0.9996618},"labels":[],"label_agreement":null},{"id":"W4403949799","doi":"10.1016/j.marpolbul.2024.117203","title":"Spatial distribution of soil organic carbon across diverse vegetation types in a tidal wetland","year":2024,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Key Research and Development Program of China; Natural Science Foundation of Shandong Province; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Wetland; Environmental science; Vegetation (pathology); Soil carbon; Spatial distribution; Hydrology (agriculture); Soil science; Physical geography; Ecology; Geology; Geography; Remote sensing; Soil water","score_opus":0.004219549720493181,"score_gpt":0.20043485282554105,"score_spread":0.19621530310504787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403949799","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":[0.9959768,0.000022323326,0.00070690765,0.00057385484,0.0002450682,0.00013251952,0.000047778005,0.00004571588,0.002249017],"genre_scores_gemma":[0.9992222,0.000013464563,0.000022560831,0.00001179426,0.000045485038,0.0000074530535,0.00011681032,0.000010480664,0.0005497239],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910843,0.00004378652,0.00023147574,0.00022160246,0.00019272968,0.00020196688],"domain_scores_gemma":[0.99976766,0.000020603788,0.00004935412,0.000116179006,0.000006690205,0.000039512055],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002453438,0.000103056744,0.000121499346,0.000030017252,0.000039804905,0.00002573957,0.00007992223,0.00006499064,0.0011447476],"category_scores_gemma":[0.00004026293,0.00009910862,0.00003818719,0.00025314742,0.00005554031,0.00004093501,0.0002918163,0.00010144324,0.00037599335],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036248262,0.00035563577,0.8692028,0.00053272786,0.000054708446,0.00013556158,0.0018642321,0.02707028,0.016968166,0.00050180807,0.0016100422,0.08134159],"study_design_scores_gemma":[0.0005087355,0.00007829013,0.87282586,0.00007012649,0.000017227052,0.000020808808,0.000076876284,0.119765244,0.00064069487,0.00022603823,0.00558293,0.00018719559],"about_ca_topic_score_codex":0.015309964,"about_ca_topic_score_gemma":0.04744508,"teacher_disagreement_score":0.09269496,"about_ca_system_score_codex":0.00030511268,"about_ca_system_score_gemma":0.000011482044,"threshold_uncertainty_score":0.9997683},"labels":[],"label_agreement":null},{"id":"W4404276878","doi":"10.21203/rs.3.rs-5299042/v1","title":"Quality not quantity: seedlings of the invasive hybrid cattail Typha x glauca outcompete the more abundant seedlings of their maternal parent T. angustifolia","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Typha angustifolia; Biology; Typha; Invasive species; Botany; Horticulture; Agronomy; Ecology; Wetland","score_opus":0.05687994465579566,"score_gpt":0.35493814186512135,"score_spread":0.2980581972093257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404276878","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":[0.99203146,0.00024524092,0.00003473973,0.002292376,0.0007334608,0.0016532805,0.0023617272,0.00004905815,0.0005986714],"genre_scores_gemma":[0.9984465,0.0001674194,0.000064948465,0.00005398312,0.000119848824,0.00011540295,0.000066949215,0.00007162109,0.00089328544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9933598,0.00091890874,0.0011413763,0.0009749745,0.002721476,0.0008834672],"domain_scores_gemma":[0.9961404,0.00077534636,0.00060282176,0.0020359438,0.00024177512,0.00020371532],"candidate_categories":["metaepi_narrow","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004492643,0.0004991911,0.00081387965,0.00015965967,0.0003577384,0.0002120012,0.002656124,0.00023679272,0.00034436092],"category_scores_gemma":[0.00056031474,0.00028173736,0.00063501875,0.0005745484,0.00100967,0.000084587045,0.012682849,0.0024267826,0.00024311399],"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":[0.00023367707,0.00026270963,0.96006036,0.0077031665,0.000350339,0.00005805691,0.009358583,0.006779601,0.010890458,0.00063420786,0.0018476786,0.0018211415],"study_design_scores_gemma":[0.00040462206,0.00012970336,0.9493086,0.0032844823,0.00009490716,0.000045854424,0.0077185286,0.012697317,0.018803928,0.0059232684,0.00095099374,0.0006378027],"about_ca_topic_score_codex":0.05548229,"about_ca_topic_score_gemma":0.015531986,"teacher_disagreement_score":0.039950304,"about_ca_system_score_codex":0.00081044156,"about_ca_system_score_gemma":0.000436141,"threshold_uncertainty_score":0.99996346},"labels":[],"label_agreement":null},{"id":"W4404870649","doi":"10.1007/s11270-024-07658-5","title":"Desalination Plant Brine Pollution Suppresses Early Mangrove Growth: A Call for Environmental Management","year":2024,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Thompson Rivers University","funders":"","keywords":"Brine; Desalination; Environmental science; Mangrove; Pollution; Plant growth; Environmental engineering; Environmental protection; Water resource management; Ecology; Agronomy; Chemistry; Biology","score_opus":0.00423957300409225,"score_gpt":0.1821669946733068,"score_spread":0.17792742166921455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404870649","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":[0.9753237,0.0000701288,0.017159946,0.0016777292,0.00075756415,0.00091091864,0.000635617,0.00022377352,0.0032406556],"genre_scores_gemma":[0.99256665,0.000041864714,0.00032916793,0.00012545673,0.0001311054,0.00013949395,0.0005466623,0.00004073563,0.006078887],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983186,0.00004209826,0.00030402868,0.0005041023,0.00035003843,0.00048109153],"domain_scores_gemma":[0.99964356,0.000013213545,0.000039465296,0.00020397127,0.0000035100722,0.00009625024],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025325466,0.00023428007,0.00014878697,0.00010586125,0.00018282741,0.0000921292,0.00016640159,0.000097767654,0.00020107697],"category_scores_gemma":[0.0000033983113,0.00018952906,0.00012365582,0.00010107721,0.00007131413,0.00049511046,0.000252576,0.00009097138,0.0011177548],"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":[0.0022349393,0.002559236,0.04399949,0.003768089,0.0013320666,0.00070091226,0.012042636,0.06399709,0.5208719,0.015855623,0.08418382,0.24845424],"study_design_scores_gemma":[0.003951324,0.0011369117,0.47177398,0.0005109345,0.00063671364,0.000307821,0.00047357637,0.27959895,0.11546133,0.00925539,0.114445046,0.0024480214],"about_ca_topic_score_codex":0.0006589603,"about_ca_topic_score_gemma":0.000690035,"teacher_disagreement_score":0.4277745,"about_ca_system_score_codex":0.0007218318,"about_ca_system_score_gemma":0.0000036024383,"threshold_uncertainty_score":0.99966},"labels":[],"label_agreement":null},{"id":"W4404873153","doi":"10.1038/s44183-024-00095-1","title":"Achieving at-scale seascape restoration by optimising cross-habitat facilitative processes","year":2024,"lang":"en","type":"article","venue":"npj Ocean Sustainability","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":21,"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":"Canada Excellence Research Chairs, Government of Canada; Commonwealth Scientific and Industrial Research Organisation","keywords":"Seascape; Habitat; Scale (ratio); Environmental science; Fishery; Restoration ecology; Ecology; Geography; Biology; Cartography","score_opus":0.004817213580820103,"score_gpt":0.25436663229122586,"score_spread":0.24954941871040576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404873153","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":[0.9910445,0.0002742586,0.0029357667,0.0006626718,0.00015322809,0.00068160216,0.00013445795,0.0002971229,0.0038163974],"genre_scores_gemma":[0.99380296,0.000008186155,0.0003735688,0.000030783576,0.00003432274,0.000020837884,0.00007909591,0.000032392414,0.0056178556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757683,0.00015802168,0.00040285976,0.00083941076,0.0004814804,0.0005414177],"domain_scores_gemma":[0.99889296,0.00031181172,0.00007355338,0.00042352627,0.00011272878,0.00018539208],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00091991405,0.00027136947,0.00022637603,0.000044926535,0.00045503565,0.0003225381,0.00026133383,0.00011854681,0.00046639916],"category_scores_gemma":[0.00080015365,0.00025256403,0.00009650315,0.0006294076,0.00036328958,0.001056632,0.00049324654,0.00023046095,0.00018001499],"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":[0.00014217559,0.00015788122,0.95700204,0.0025058035,0.00002239244,0.00003275071,0.0086500235,0.015688531,0.00081112783,0.000042796,0.009523854,0.005420608],"study_design_scores_gemma":[0.0016986054,0.0011837074,0.62657803,0.00051640987,0.00018971197,0.0001311218,0.03285276,0.18347338,0.0027821313,0.017424313,0.12937228,0.0037975458],"about_ca_topic_score_codex":0.00033655972,"about_ca_topic_score_gemma":0.0012117969,"teacher_disagreement_score":0.33042404,"about_ca_system_score_codex":0.0036613748,"about_ca_system_score_gemma":0.00014075266,"threshold_uncertainty_score":0.99999267},"labels":[],"label_agreement":null},{"id":"W4405073638","doi":"10.1016/j.jfluidstructs.2024.104232","title":"A comprehensive numerical study on the current-induced fluid–structure interaction of flexible submerged vegetation","year":2024,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"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 Ottawa","funders":"","keywords":"Fluid–structure interaction; Current (fluid); Vegetation (pathology); Geology; Structural engineering; Engineering; Finite element method; Medicine","score_opus":0.019665996210995806,"score_gpt":0.2816758307845373,"score_spread":0.2620098345735415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405073638","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":[0.99761164,0.00046079233,0.0003304068,0.00012376076,0.0011697349,0.00015830353,0.0000056895406,0.000007392527,0.00013226947],"genre_scores_gemma":[0.9997938,0.00001785174,0.000041368166,0.000018456223,0.00010785159,0.0000012900032,0.0000010534552,0.000008635976,0.0000096479625],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99896836,0.00009753536,0.00035173542,0.00013411981,0.00033873427,0.000109534434],"domain_scores_gemma":[0.9995834,0.00009316589,0.00013135972,0.0001091005,0.000028134411,0.000054790966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012711681,0.00012256119,0.00019671803,0.00007113905,0.00007511959,0.000062817104,0.00012316008,0.00003237408,0.00016264133],"category_scores_gemma":[0.000026227663,0.000068189824,0.00007686272,0.00018366633,0.00003451689,0.00015980752,0.000059049566,0.00031054608,0.0000037116965],"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":[0.0008743442,0.00031106567,0.06265363,0.00032087706,0.00058274815,0.00009709796,0.015960978,0.008469295,0.5101674,0.0025787267,0.0036274674,0.39435637],"study_design_scores_gemma":[0.00060469017,0.0015718375,0.9655621,0.00019664968,0.0001420299,0.00025225562,0.0023232433,0.017787194,0.0045789503,0.004879674,0.0018732715,0.00022807435],"about_ca_topic_score_codex":0.00003928785,"about_ca_topic_score_gemma":0.000017959495,"teacher_disagreement_score":0.9029085,"about_ca_system_score_codex":0.00006114231,"about_ca_system_score_gemma":0.000012730951,"threshold_uncertainty_score":0.27807003},"labels":[],"label_agreement":null},{"id":"W4405176120","doi":"10.1016/j.aquabot.2024.103852","title":"Seasonal trait variation and functional niche overlap of macrophyte growth forms","year":2024,"lang":"en","type":"article","venue":"Aquatic Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Université du Québec à Montréal; Université de Montréal; Université du Québec; McGill University","funders":"","keywords":"Macrophyte; Niche; Trait; Variation (astronomy); Biology; Ecology; Seasonality; Physics","score_opus":0.006062166221349936,"score_gpt":0.1905700514070406,"score_spread":0.18450788518569067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405176120","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":[0.9811776,0.00009076799,0.014143466,0.00023778183,0.00020824415,0.00012757038,0.00003140977,0.00003254628,0.0039505716],"genre_scores_gemma":[0.9986393,0.000011343581,0.00058276503,0.00003961652,0.00003602706,0.000008511994,0.000005912432,0.0000110985875,0.00066541915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919033,0.000017347287,0.00017842145,0.00020081701,0.00027549444,0.00013758261],"domain_scores_gemma":[0.9997159,0.00009401505,0.000039376428,0.000092063296,0.0000036799133,0.000054957294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019708043,0.00008930948,0.0001032665,0.000018679844,0.000042751202,0.000033058717,0.000052587096,0.000043151198,0.00084791105],"category_scores_gemma":[0.000028971212,0.00007356032,0.000043696247,0.0001692483,0.00004758721,0.00019681123,0.00007505535,0.0000681725,0.00016548357],"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":[0.0002915501,0.00043267032,0.64408267,0.0010732958,0.00044536786,0.00007961325,0.0044902638,0.0011325768,0.15018815,0.05913629,0.006634283,0.13201329],"study_design_scores_gemma":[0.00022759599,0.00007468147,0.6219757,0.00004622939,0.000038290567,0.000034241028,0.000041780913,0.36139023,0.00008000954,0.015440877,0.00051541574,0.00013492849],"about_ca_topic_score_codex":0.00029152064,"about_ca_topic_score_gemma":0.00037140038,"teacher_disagreement_score":0.36025766,"about_ca_system_score_codex":0.00008555374,"about_ca_system_score_gemma":0.000013365956,"threshold_uncertainty_score":0.92840314},"labels":[],"label_agreement":null},{"id":"W4405366775","doi":"10.3390/rs16244667","title":"Monitoring Saltmarsh Restoration in the Upper Bay of Fundy Using Multi-Temporal Sentinel-2 Imagery and Random Forests Classifier","year":2024,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; Lakehead University; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Mount Allison University; Lakehead University; University of New Brunswick","keywords":"Spartina alterniflora; Salt marsh; Bay; Satellite imagery; Environmental science; Marsh; Random forest; Growing season; Remote sensing; Physical geography; Wetland; Ecology; Oceanography; Geography; Computer science; Geology; Artificial intelligence; Biology","score_opus":0.026716970187978625,"score_gpt":0.2697470493621705,"score_spread":0.24303007917419184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405366775","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":[0.96975034,0.00014761623,0.029206913,0.00008298949,0.00029111974,0.00018774223,0.0000014093387,0.000023916873,0.0003079373],"genre_scores_gemma":[0.99287695,0.000016703587,0.0069234604,0.000009526958,0.000086582346,2.9272327e-8,0.0000027966726,0.000018346855,0.00006562786],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892807,0.00012984945,0.0002764605,0.00023938373,0.00022290928,0.00020329868],"domain_scores_gemma":[0.99958414,0.00013839235,0.00006325582,0.00017338856,0.0000070530873,0.00003380154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065651,0.000118566335,0.00015425395,0.00007210252,0.000083703075,0.00010020071,0.000057268397,0.000060147595,0.0000046350165],"category_scores_gemma":[0.000046521338,0.000091296526,0.00004885541,0.00026448478,0.00006410905,0.00024390957,0.000102770486,0.00015114929,0.000008971808],"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":[0.00010178611,0.000027751952,0.74521327,0.00026041968,0.000023478531,0.00024336622,0.003768272,0.0054429905,0.16201885,0.0000062044674,0.00002268819,0.08287091],"study_design_scores_gemma":[0.00031348233,0.000006084276,0.10301532,0.00030488713,0.000014097292,0.000082738814,0.00029885734,0.89535946,0.00034290896,0.000089868765,0.000072867624,0.00009940791],"about_ca_topic_score_codex":0.0009808887,"about_ca_topic_score_gemma":0.002173236,"teacher_disagreement_score":0.8899165,"about_ca_system_score_codex":0.00013200265,"about_ca_system_score_gemma":0.000012277442,"threshold_uncertainty_score":0.37229642},"labels":[],"label_agreement":null},{"id":"W4405561925","doi":"10.1093/ismeco/ycae164","title":"Friends and foes: symbiotic and algicidal bacterial influence on <i>Karenia brevis</i> blooms","year":2024,"lang":"en","type":"article","venue":"ISME Communications","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":12,"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":"National Oceanic and Atmospheric Administration; Tamkeen; University of Maryland Center for Environmental Science; York University; New York University Abu Dhabi","keywords":"Algal bloom; Red tide; Biology; Microbiology; Ecology; Phytoplankton; Nutrient","score_opus":0.00663284006671022,"score_gpt":0.22842173389761983,"score_spread":0.2217888938309096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405561925","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":[0.9895302,0.00048358907,0.00007777125,0.002137022,0.0000978855,0.00017325272,0.00006560284,0.000092942115,0.007341735],"genre_scores_gemma":[0.9984656,0.000442641,0.0006014549,0.00015295707,0.000018296878,0.00002051587,0.000029527297,0.000014135134,0.00025485095],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99924684,0.000064879685,0.00017954163,0.00023762671,0.00011290078,0.00015821324],"domain_scores_gemma":[0.99888426,0.00020558303,0.000029698544,0.00078273943,0.000004877549,0.000092817754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015547237,0.000118622156,0.0001117815,0.00003572232,0.00022571228,0.00017201422,0.00038218845,0.000053825697,0.00020060732],"category_scores_gemma":[0.000023145943,0.000107810905,0.00002435582,0.00016980337,0.0002506902,0.00025986807,0.00087214424,0.0001692947,0.00025514717],"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":[0.00023963604,0.0013536949,0.2951926,0.0011739779,0.0005846595,0.00011226903,0.02071512,0.0016921684,0.19841155,0.13124903,0.020451821,0.32882348],"study_design_scores_gemma":[0.0015721669,0.0007082291,0.45437747,0.0014017258,0.00035653706,0.0005208117,0.0008027739,0.12741293,0.00053332484,0.009685506,0.40084726,0.0017812568],"about_ca_topic_score_codex":0.00025203964,"about_ca_topic_score_gemma":0.00077075174,"teacher_disagreement_score":0.38039544,"about_ca_system_score_codex":0.000047762485,"about_ca_system_score_gemma":0.00000922663,"threshold_uncertainty_score":0.4396401},"labels":[],"label_agreement":null},{"id":"W4405673664","doi":"10.1007/s40333-024-0111-2","title":"Impact of trimming intensity on the growth of mangrove in Iran","year":2024,"lang":"en","type":"article","venue":"Journal of Arid Land","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Trimming; Mangrove; Plant ecology; Intensity (physics); Environmental science; Agroforestry; Agronomy; Botany; Geography; Biology; Ecology; Engineering; Physics; Optics","score_opus":0.010908579590578655,"score_gpt":0.2347534972517821,"score_spread":0.22384491766120346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405673664","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":[0.9978652,0.00003190572,0.000058217647,0.00018006875,0.00011652174,0.000043073378,0.0000070269516,0.0000014205212,0.0016965775],"genre_scores_gemma":[0.9998766,0.000017589306,0.000028761275,0.00001028341,0.000025531499,1.4084112e-7,2.709122e-7,0.0000043143127,0.000036483678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993874,0.000026834836,0.0002716808,0.00005365241,0.0001772788,0.000083167324],"domain_scores_gemma":[0.999633,0.00012037849,0.00013429424,0.00007481391,0.00000847017,0.00002900423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048819085,0.00005531896,0.0001657545,0.00006244058,0.000011069107,0.000011201408,0.0001223012,0.000022616889,0.00014726166],"category_scores_gemma":[0.000060059385,0.000028635175,0.00011596378,0.00014673588,0.00003152305,0.0000852242,0.000052981097,0.0001557,0.000008610942],"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":[0.00020685366,0.00006797374,0.98771036,0.000035716832,0.000045884437,0.000059397033,0.00075868063,0.0014047342,0.00771949,0.00003224782,0.0007812511,0.001177417],"study_design_scores_gemma":[0.00028628026,0.00044234158,0.99086165,0.0002461318,0.000017158289,0.00010099383,0.000096873046,0.0061023035,0.0011683167,0.00058293424,0.00004298041,0.000052043026],"about_ca_topic_score_codex":0.0008743188,"about_ca_topic_score_gemma":0.0003850841,"teacher_disagreement_score":0.0065511735,"about_ca_system_score_codex":0.0001130363,"about_ca_system_score_gemma":0.000010744101,"threshold_uncertainty_score":0.16124119},"labels":[],"label_agreement":null},{"id":"W4405695608","doi":"10.1007/s11273-024-10021-4","title":"Great Lakes coastal wetland plant biodiversity increases following the manual removal of invasive Phragmites australis","year":2024,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Natural Resources and Forestry; Parks Canada; Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phragmites; Wetland; Vegetation (pathology); Species richness; Ecology; Aquatic plant; Plant community; Biodiversity; Habitat; Invasive species; Species diversity; Introduced species; Environmental science; Macrophyte; Biology","score_opus":0.007897281625979878,"score_gpt":0.20463298183709616,"score_spread":0.19673570021111628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405695608","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":[0.9913437,0.00007648028,0.00003571493,0.0005060211,0.00029250394,0.0003291403,0.00021920983,0.000050374198,0.0071468656],"genre_scores_gemma":[0.9974919,0.00036903325,0.00009708833,0.00010473003,0.000026095233,0.000016613845,0.00011733409,0.000006520285,0.0017706914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892426,0.00007163078,0.00020309235,0.0003377665,0.0001782894,0.00028494713],"domain_scores_gemma":[0.9994886,0.00020151534,0.00005392257,0.00018231856,0.000003431815,0.00007023957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034099515,0.00016934823,0.00020914673,0.00007516191,0.00022054967,0.000051118306,0.00020720517,0.0000753093,0.00034639222],"category_scores_gemma":[0.000014423762,0.00011803959,0.000092322574,0.00015342858,0.00018380187,0.00014500535,0.0006834716,0.00010207203,0.0000987194],"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":[0.00011368911,0.00008957544,0.9740031,0.00031957528,0.0004647865,0.0022624633,0.000550785,0.00017051252,0.00027377525,0.0014282372,0.018074632,0.0022488993],"study_design_scores_gemma":[0.0012827332,0.00036408208,0.93409544,0.00016768402,0.0006411866,0.00062771485,0.0017962516,0.0019866973,0.00021157497,0.0010915815,0.057243418,0.000491611],"about_ca_topic_score_codex":0.0009001012,"about_ca_topic_score_gemma":0.04509486,"teacher_disagreement_score":0.044194758,"about_ca_system_score_codex":0.000049209368,"about_ca_system_score_gemma":0.000007444061,"threshold_uncertainty_score":0.9723297},"labels":[],"label_agreement":null},{"id":"W4405866781","doi":"10.5194/essd-2024-204-ac1","title":"Reply on RC1","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"McGill University","funders":"","keywords":"Wetland; Swamp; Hydrology (agriculture); Marsh; Environmental science; Ephemeral key; Salt marsh; Biodiversity; Surface water; Geography; Ecology; Geology; Oceanography","score_opus":0.01471792349586891,"score_gpt":0.2591031767208343,"score_spread":0.2443852532249654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405866781","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":[0.000027926593,0.0023385964,0.000023686765,0.08272225,0.004101847,0.00046212377,0.00026986533,0.00018308185,0.9098706],"genre_scores_gemma":[0.00013584261,0.0013088837,0.0000865047,0.016789947,0.00019164443,0.000039334816,0.00037501252,0.000048674927,0.98102415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815184,0.000028380371,0.00031878846,0.0006585587,0.0005642237,0.00027820788],"domain_scores_gemma":[0.99903786,0.000044376335,0.00007472146,0.0007313056,0.000004517612,0.00010719447],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032654058,0.0002905471,0.00037674338,0.000035603625,0.000038743743,0.000047775444,0.00037943476,0.00012914467,0.04707929],"category_scores_gemma":[0.000046605976,0.00021117448,0.00019315715,0.0002084291,0.00003141285,0.00003571295,0.0006145887,0.00039006237,0.0854043],"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":[0.0000012696015,0.000013541677,0.000014345004,0.0010364826,0.000011164717,0.000031249998,0.0000042861598,0.000016269558,7.536043e-7,0.000047630292,0.98935544,0.009467556],"study_design_scores_gemma":[0.000026760417,0.00004580896,0.000033076405,0.0021921243,0.000054842338,0.000020110512,0.0000017202634,0.00043707684,0.0000010973811,0.00022429286,0.99669737,0.0002657385],"about_ca_topic_score_codex":0.0019472815,"about_ca_topic_score_gemma":0.005026661,"teacher_disagreement_score":0.07115353,"about_ca_system_score_codex":0.00035900343,"about_ca_system_score_gemma":0.000015463198,"threshold_uncertainty_score":0.9537918},"labels":[],"label_agreement":null},{"id":"W4406159323","doi":"10.1016/j.jembe.2024.152080","title":"Kelp-bed dynamics across scales: Expanding distributional analysis capacity with spatial pattern metrics and modelling","year":2025,"lang":"en","type":"article","venue":"Journal of Experimental Marine Biology and Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Research and Development Corporation of Newfoundland and Labrador; Canada Foundation for Innovation","keywords":"Kelp; Biology; Spatial ecology; Temporal scales; Ecology","score_opus":0.007605599407946832,"score_gpt":0.25542586646842896,"score_spread":0.24782026706048213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406159323","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":[0.9255232,0.00006126511,0.07380953,0.0001326669,0.0001637863,0.00007297026,0.00004484183,0.0000053953027,0.00018632048],"genre_scores_gemma":[0.9989826,0.000052871055,0.0007919416,0.000060653798,0.000029267638,0.000004496538,0.00004320408,0.000004701614,0.000030275192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989516,0.00007763194,0.00037800585,0.00023786079,0.000083528095,0.00027133172],"domain_scores_gemma":[0.9994183,0.00013737772,0.00023777207,0.000088537454,0.000020672695,0.00009730039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033185372,0.00015470758,0.00040693564,0.00013830558,0.00021242289,0.000026566926,0.00012145974,0.00014289438,0.000114214075],"category_scores_gemma":[0.000020885245,0.00012011078,0.000072739895,0.00030676942,0.00033059175,0.00011675836,0.0004747212,0.00018918686,0.0000014495616],"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":[0.0001624777,0.0001042654,0.99510777,0.000006621081,0.00026368373,0.000012134376,0.000090339905,0.0013649643,0.0005308891,0.00018480737,0.00000560379,0.0021664316],"study_design_scores_gemma":[0.001506634,0.0007483015,0.7620794,0.000011504475,0.00019733996,0.00021513375,0.00075664546,0.23299998,0.00052976445,0.0006622704,0.00006411102,0.00022889306],"about_ca_topic_score_codex":0.0009811192,"about_ca_topic_score_gemma":0.0068606217,"teacher_disagreement_score":0.23302835,"about_ca_system_score_codex":0.00031478997,"about_ca_system_score_gemma":0.000010454319,"threshold_uncertainty_score":0.48979753},"labels":[],"label_agreement":null},{"id":"W4406391606","doi":"10.1016/s0967-0653(98)86124-3","title":"10.1016/s0967-0653(98)86124-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"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":"Mangrove; Estuary; Biomass (ecology); Environmental science; Tropics; Oceanography; Fishery; Geology; Biology","score_opus":0.0034578329263599693,"score_gpt":0.15165890627927878,"score_spread":0.1482010733529188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406391606","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":[0.0039817723,0.000006278777,0.0000024186988,0.00013751212,0.0000020862517,0.00019363225,0.000020947517,0.00010868127,0.9955467],"genre_scores_gemma":[0.0010469768,1.482603e-7,0.00013343742,0.000032375574,0.000052247648,0.000015205806,0.00001974842,0.000023634457,0.99867624],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989108,0.000030029529,0.00017766785,0.00029570944,0.00024517716,0.00034064267],"domain_scores_gemma":[0.9994034,0.000025202173,0.000026079246,0.00034337636,0.0000036489841,0.00019827725],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014626388,0.00014677868,0.00015015945,0.000025232639,0.00009068606,0.000039929146,0.00029507864,0.000057076963,0.99976236],"category_scores_gemma":[0.000012736862,0.00013917389,0.00005468844,0.00022003932,0.000035932626,0.00013727575,0.00016402818,0.000082907856,0.9999051],"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":[0.000044226555,0.00005017866,0.0000026791242,0.000004084465,0.0000071489562,0.000008817143,0.000025064028,0.0016357837,0.000037641013,2.9280568e-7,0.33828142,0.65990263],"study_design_scores_gemma":[0.00014262352,0.00007847225,0.00016950679,0.000008557477,0.000007959085,0.000012772952,0.0000010484076,0.0034722118,0.00001756073,0.000010746756,0.9958829,0.00019561897],"about_ca_topic_score_codex":0.00024210499,"about_ca_topic_score_gemma":0.000023436329,"teacher_disagreement_score":0.65970707,"about_ca_system_score_codex":0.0001287926,"about_ca_system_score_gemma":0.0000051529564,"threshold_uncertainty_score":0.5675347},"labels":[],"label_agreement":null},{"id":"W4406397039","doi":"10.1016/0967-0653(96)81900-4","title":"10.1016/0967-0653(96)81900-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Amazon rainforest; Sediment; Environmental science; Hydrology (agriculture); Geology; Oceanography; Geomorphology; Ecology; Geotechnical engineering; Biology","score_opus":0.0033400185128681387,"score_gpt":0.1485853136609743,"score_spread":0.14524529514810616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406397039","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":[0.007078478,0.0000062580743,0.0000029785085,0.00015107123,0.0000022321983,0.00019221414,0.000023423203,0.00010781813,0.9924355],"genre_scores_gemma":[0.0027248573,1.384149e-7,0.00013004901,0.000035922403,0.000051603234,0.000015685191,0.000017735794,0.00001870469,0.9970053],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890625,0.000030362902,0.00017788798,0.00029593564,0.00024724804,0.0003422842],"domain_scores_gemma":[0.9994019,0.000026074493,0.00002583613,0.00034366746,0.000003546723,0.00019893763],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014788871,0.00014555364,0.00014485829,0.000024776824,0.00009299492,0.0000406612,0.00029346507,0.000056246092,0.9993282],"category_scores_gemma":[0.000013293654,0.00013829727,0.000053223892,0.00022474509,0.00003618481,0.00013633716,0.00012024501,0.000083248015,0.9994556],"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":[0.00003758679,0.000046540386,0.000007976426,0.0000036688184,0.000006105757,0.0000083416635,0.000025056226,0.0015791556,0.00005555311,2.601725e-7,0.1601476,0.83808213],"study_design_scores_gemma":[0.00014068876,0.00007925758,0.00050440396,0.000008049975,0.000007496088,0.000015015878,0.0000010860582,0.0037818297,0.000019474446,0.000010367782,0.9952372,0.00019513666],"about_ca_topic_score_codex":0.00023542032,"about_ca_topic_score_gemma":0.000022830958,"teacher_disagreement_score":0.837887,"about_ca_system_score_codex":0.00013307443,"about_ca_system_score_gemma":0.000004907973,"threshold_uncertainty_score":0.5639599},"labels":[],"label_agreement":null},{"id":"W4406399920","doi":"10.1016/j.jenvman.2025.124074","title":"Mangrove-based carbon market projects: What stakeholders need to address during pre-feasibility assessment","year":2025,"lang":"en","type":"review","venue":"Journal of Environmental Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Business; Mangrove; Environmental planning; Environmental resource management; Carbon market; Carbon offset; Environmental science; Greenhouse gas; Ecology","score_opus":0.029022093190430632,"score_gpt":0.28274265397038717,"score_spread":0.2537205607799565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406399920","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025615294,0.92186004,0.0005714643,0.00030417764,0.0033362203,0.015962293,0.00036992962,0.00010726452,0.03187334],"genre_scores_gemma":[0.0064456463,0.9852895,0.0015360662,0.00011652897,0.00010659245,0.00025199776,0.000045196623,0.00011029547,0.006098143],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945243,0.00045320147,0.0018484745,0.0009274467,0.0015067635,0.00073979434],"domain_scores_gemma":[0.9970405,0.00013954619,0.001347905,0.0010674547,0.000005951067,0.00039861366],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012132784,0.000877844,0.0017872378,0.0005295279,0.00015935928,0.0002801036,0.0012321648,0.00023160364,0.0013202726],"category_scores_gemma":[0.00001961742,0.0007580493,0.00085010496,0.000515702,0.00010703671,0.0005265515,0.0017443585,0.0006544314,0.000049613427],"study_design_candidate":"design_other","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":[0.00039441136,0.002156216,0.0057770764,0.040585272,0.0010983287,0.0007567508,0.00018731391,0.003987403,0.000029943949,0.000005909163,0.0026756949,0.9423457],"study_design_scores_gemma":[0.003896537,0.0010898579,0.04156535,0.055872366,0.0044000493,0.00016683445,0.0027559837,0.0008041186,0.000011225223,0.000039168408,0.8867458,0.002652713],"about_ca_topic_score_codex":0.00004294755,"about_ca_topic_score_gemma":0.00008395792,"teacher_disagreement_score":0.939693,"about_ca_system_score_codex":0.0065347836,"about_ca_system_score_gemma":0.00006655631,"threshold_uncertainty_score":0.99959266},"labels":[],"label_agreement":null},{"id":"W4406405554","doi":"10.1007/s10533-024-01204-5","title":"Do coastal salt mudflats (sabkhas) contribute to the blue carbon sequestration?","year":2025,"lang":"en","type":"article","venue":"Biogeochemistry","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Qatar National Research Fund; University of Toronto; Canada Foundation for Innovation; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"Blue carbon; Carbon sequestration; Environmental science; Ecosystem; Carbon fibers; Carbon cycle; Hydrology (agriculture); Geology; Ecology; Carbon dioxide; Geotechnical engineering; Biology","score_opus":0.004701099561473838,"score_gpt":0.21998131802019172,"score_spread":0.2152802184587179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406405554","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":[0.96595746,0.000036394933,0.00024806111,0.0018479894,0.00023492417,0.0002737926,0.00021529608,0.00006678318,0.0311193],"genre_scores_gemma":[0.99655235,0.00000706875,0.00006378822,0.00026307197,0.000081216334,0.000037007674,0.00007636914,0.0000087465605,0.002910394],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988398,0.000025108604,0.00022739463,0.00035601485,0.0002400628,0.00031162406],"domain_scores_gemma":[0.99927336,0.00005020719,0.00005612599,0.00049198116,0.000016104374,0.00011223565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023003119,0.00016492537,0.00014454941,0.000015846515,0.00014642617,0.00007968948,0.00036197662,0.0001057216,0.000226854],"category_scores_gemma":[0.000083471794,0.00013061223,0.000062250314,0.00031649155,0.00006782326,0.00004442109,0.0004077893,0.00012871572,0.00017676633],"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":[0.00018993048,0.00022489947,0.56330055,0.00015418151,0.00011696483,0.00006291138,0.00051747554,0.0027175788,0.38018402,0.00058528356,0.04621467,0.0057315277],"study_design_scores_gemma":[0.002421675,0.00023234563,0.1547883,0.00045711518,0.00019665535,0.00011343159,0.0011528442,0.023719568,0.48806486,0.0025561731,0.32441333,0.0018837207],"about_ca_topic_score_codex":0.0011673195,"about_ca_topic_score_gemma":0.0035565784,"teacher_disagreement_score":0.40851226,"about_ca_system_score_codex":0.00017069442,"about_ca_system_score_gemma":0.00003893722,"threshold_uncertainty_score":0.5326212},"labels":[],"label_agreement":null},{"id":"W4406415451","doi":"10.1016/s0967-0653(98)85227-7","title":"10.1016/s0967-0653(98)85227-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Spartina alterniflora; Spartina; Salt marsh; Oceanography; Marsh; Environmental science; Macrobenthos; Ecology; Geology; Wetland; Biology; Biomass (ecology)","score_opus":0.0034702940804965713,"score_gpt":0.15184830305727112,"score_spread":0.14837800897677456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406415451","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":[0.0051350095,0.0000056914005,0.0000024575,0.00013854683,0.000002064053,0.00018914122,0.00002096178,0.000105740895,0.9944004],"genre_scores_gemma":[0.0011728866,1.4927767e-7,0.00012651915,0.00002674758,0.000051971525,0.000014561404,0.000015308735,0.000022487004,0.99856937],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998927,0.000029142582,0.00017501616,0.0002909549,0.00024177792,0.000336126],"domain_scores_gemma":[0.9994143,0.000024460407,0.000025342386,0.0003373687,0.000003573604,0.00019495975],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014220375,0.00014394436,0.00014731448,0.000024549508,0.000089411995,0.00003953605,0.00029089162,0.000055924036,0.9997993],"category_scores_gemma":[0.000012945272,0.00013622073,0.000054196298,0.00021513019,0.000035172823,0.00013214367,0.00016390457,0.00008200003,0.9998766],"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":[0.000036636688,0.000041906544,0.0000020729342,0.0000036838837,0.0000057139277,0.000007694267,0.000020080864,0.0014887978,0.000027061691,2.5505267e-7,0.31982023,0.6785459],"study_design_scores_gemma":[0.00014047346,0.000097672135,0.00015288417,0.000008448313,0.000007373976,0.000012575345,0.0000011180285,0.0032737767,0.00001598166,0.000010513664,0.99608743,0.00019173787],"about_ca_topic_score_codex":0.00028099518,"about_ca_topic_score_gemma":0.000027363129,"teacher_disagreement_score":0.67835414,"about_ca_system_score_codex":0.00012968536,"about_ca_system_score_gemma":0.0000049443147,"threshold_uncertainty_score":0.555492},"labels":[],"label_agreement":null},{"id":"W4406429103","doi":"10.1016/0967-0653(95)91475-j","title":"10.1016/0967-0653(95)91475-j","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Salt marsh; Bay; Context (archaeology); Ecosystem; Oceanography; Marsh; Environmental science; Wetland; Geography; Ecology; Geology; Biology; Archaeology","score_opus":0.0033605772577288144,"score_gpt":0.14901891281397428,"score_spread":0.14565833555624547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406429103","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":[0.0072474596,0.000011490552,0.0000023457847,0.000123701,0.0000022460595,0.00019618189,0.000023729033,0.000108190725,0.99228466],"genre_scores_gemma":[0.0019286128,2.666809e-7,0.000115602386,0.000037427904,0.000049402188,0.000015716396,0.000018718114,0.000023259654,0.997811],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891096,0.000030087122,0.00017830482,0.00029541767,0.00024397149,0.00034126983],"domain_scores_gemma":[0.9994056,0.000025580637,0.000025861942,0.0003411379,0.0000035552662,0.00019821922],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014550125,0.00014594145,0.00014612303,0.000018830442,0.00009078458,0.000040708775,0.00029656407,0.000055553184,0.9994364],"category_scores_gemma":[0.000012727397,0.00013802164,0.00005478961,0.00022431748,0.000035511788,0.00013797576,0.00016515201,0.000081499114,0.9995576],"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":[0.000035088113,0.00004743877,0.0000074366417,0.0000045694887,0.0000060308967,0.000008511761,0.000021424035,0.0016219966,0.000051212886,3.2302844e-7,0.21801066,0.7801853],"study_design_scores_gemma":[0.00013036013,0.00007783506,0.0002756051,0.000009569103,0.0000075671783,0.000014903252,0.000001038712,0.004617261,0.000012170183,0.000010567245,0.994649,0.00019411107],"about_ca_topic_score_codex":0.0002506602,"about_ca_topic_score_gemma":0.000024804867,"teacher_disagreement_score":0.7799912,"about_ca_system_score_codex":0.00012909746,"about_ca_system_score_gemma":0.0000049119426,"threshold_uncertainty_score":0.56283593},"labels":[],"label_agreement":null},{"id":"W4406438946","doi":"10.1016/0967-0653(94)93560-2","title":"10.1016/0967-0653(94)93560-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Salt marsh; Estuary; Marsh; Environmental science; Water column; Hydrology (agriculture); Oceanography; Spatial variability; Ecology; Geology; Wetland; Biology","score_opus":0.0033375506596521895,"score_gpt":0.14879376202173575,"score_spread":0.14545621136208356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406438946","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":[0.009271541,0.0000055701767,0.0000028462562,0.0001376946,0.0000022806837,0.00019308979,0.000022551694,0.00010844586,0.99025595],"genre_scores_gemma":[0.00289929,1.3872415e-7,0.00012309838,0.000036908506,0.000051416355,0.000015671221,0.000018309649,0.000023355551,0.99683183],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890226,0.00003092065,0.00017837268,0.00029791263,0.00024600033,0.00034450903],"domain_scores_gemma":[0.99939966,0.000026738033,0.000025913592,0.00034574728,0.0000035405594,0.00019839614],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014999732,0.0001459756,0.00014457831,0.000024418361,0.00009379913,0.000040667317,0.00029881028,0.00005755352,0.99942994],"category_scores_gemma":[0.000013518045,0.00013870919,0.000054970387,0.0002227646,0.000035936868,0.0001396136,0.0001662888,0.000083985,0.9995549],"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":[0.000038767397,0.000049296515,0.000008703327,0.000004085017,0.0000062517447,0.000008930174,0.000025133795,0.0017600588,0.000058154073,3.317949e-7,0.2080224,0.7900179],"study_design_scores_gemma":[0.00013546545,0.00009970003,0.00035352694,0.0000084812045,0.0000072995713,0.000014784256,0.0000010990236,0.004036757,0.000016261367,0.00001138876,0.99511963,0.00019557931],"about_ca_topic_score_codex":0.0002575307,"about_ca_topic_score_gemma":0.00002677755,"teacher_disagreement_score":0.7898223,"about_ca_system_score_codex":0.0001358494,"about_ca_system_score_gemma":0.0000051471743,"threshold_uncertainty_score":0.5656397},"labels":[],"label_agreement":null},{"id":"W4406445726","doi":"10.1016/s0967-0653(97)86925-6","title":"10.1016/s0967-0653(97)86925-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Bay; Intertidal zone; Period (music); Oceanography; Environmental science; Geology; Physics","score_opus":0.003934191224942148,"score_gpt":0.15170963560875417,"score_spread":0.14777544438381202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406445726","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":[0.0020852827,0.0000071448303,0.0000031744053,0.00016374014,0.0000024006927,0.0001973107,0.000021024696,0.00010783176,0.9974121],"genre_scores_gemma":[0.0005168039,2.0877118e-7,0.00013359073,0.00003433143,0.000059264497,0.000016126658,0.000015682373,0.000023520412,0.99920046],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889535,0.000030195017,0.00018014472,0.0002993546,0.00024939334,0.00034558904],"domain_scores_gemma":[0.999396,0.000026318477,0.000026345822,0.00034656585,0.0000036807655,0.00020105648],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014700666,0.0001487041,0.00014623621,0.000025209467,0.00009512369,0.000041297495,0.00029986937,0.00005812646,0.99972385],"category_scores_gemma":[0.000013569266,0.00014065721,0.00005593259,0.00022063237,0.00003635804,0.00014033991,0.00016944068,0.000081929575,0.9999376],"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":[0.00003632716,0.00003943308,0.0000025697557,0.000003387987,0.0000050218473,0.0000072257303,0.00001984473,0.0014236616,0.00001630917,2.8320358e-7,0.05798052,0.9404654],"study_design_scores_gemma":[0.0001497725,0.00008034744,0.000077393444,0.000008916141,0.000007295903,0.000013651029,0.000001148525,0.0038572373,0.000016692238,0.000009961733,0.9955797,0.00019783858],"about_ca_topic_score_codex":0.0002475045,"about_ca_topic_score_gemma":0.00002497081,"teacher_disagreement_score":0.94026756,"about_ca_system_score_codex":0.00013142492,"about_ca_system_score_gemma":0.0000051209217,"threshold_uncertainty_score":0.5735834},"labels":[],"label_agreement":null},{"id":"W4406446266","doi":"10.1016/s0967-0653(97)89048-5","title":"10.1016/s0967-0653(97)89048-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Enclosure; Estuary; Ecosystem; Environmental science; Delta; Restoration ecology; Ecology; Hydrology (agriculture); Geography; Geology; Biology; Engineering; Geotechnical engineering","score_opus":0.003916607895612761,"score_gpt":0.1514956095681717,"score_spread":0.14757900167255894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406446266","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":[0.002588705,0.0000071335976,0.000002913483,0.00013652137,0.0000021395722,0.00019723302,0.000021329488,0.00010782374,0.9969362],"genre_scores_gemma":[0.0007271931,1.7014665e-7,0.00012823327,0.000033242766,0.00005220872,0.0000161642,0.000015581656,0.000023545022,0.99900365],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889463,0.00003020629,0.00018046166,0.00029941555,0.00024902727,0.00034624262],"domain_scores_gemma":[0.9993947,0.000026051517,0.000026408723,0.00034806918,0.0000036514828,0.00020111352],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014732794,0.00014876082,0.0001462155,0.000025211206,0.00009465222,0.000041185907,0.00030005624,0.000056518256,0.99973065],"category_scores_gemma":[0.000013510631,0.0001406826,0.00005594923,0.00021854558,0.00003643289,0.00013938353,0.00016987456,0.0000841032,0.9999386],"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":[0.00003575069,0.000039190574,0.0000030545093,0.0000033412966,0.0000049906503,0.0000071228646,0.000020303743,0.0013374765,0.000016558752,2.382631e-7,0.051848836,0.9466831],"study_design_scores_gemma":[0.0001518487,0.000080976126,0.00008196512,0.000008664069,0.0000074150093,0.000013847673,0.0000012289847,0.0036514276,0.000016680211,0.000010868151,0.9957775,0.0001975787],"about_ca_topic_score_codex":0.00024395432,"about_ca_topic_score_gemma":0.000025862279,"teacher_disagreement_score":0.9464856,"about_ca_system_score_codex":0.00013250533,"about_ca_system_score_gemma":0.0000050490635,"threshold_uncertainty_score":0.573687},"labels":[],"label_agreement":null},{"id":"W4406452584","doi":"10.1016/s0967-0653(98)85205-8","title":"10.1016/s0967-0653(98)85205-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Salt marsh; Marsh; Elevation (ballistics); Geography; Salt lake; Plant community; Ecology; Environmental science; Community structure; Archaeology; Oceanography; Biology; Geology; Wetland; Engineering; Ecological succession; Geomorphology","score_opus":0.003456681407756903,"score_gpt":0.1516579698282733,"score_spread":0.14820128842051639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406452584","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":[0.0043454347,0.00000569469,0.0000025201841,0.0001409145,0.000002099058,0.00018956944,0.000021130167,0.00010584001,0.9951868],"genre_scores_gemma":[0.0011198572,1.5517428e-7,0.00012533643,0.000031971835,0.000051980584,0.000015313337,0.000015734306,0.000022489456,0.9986172],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892545,0.000029186856,0.00017494992,0.00029115722,0.0002427651,0.0003365228],"domain_scores_gemma":[0.99941367,0.000024620515,0.000025316494,0.00033776887,0.000003571878,0.0001950802],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014342635,0.00014405047,0.0001475367,0.000024615027,0.00008952035,0.00003983566,0.0002913439,0.00005597045,0.9998147],"category_scores_gemma":[0.000012938413,0.00013629915,0.00005425627,0.00021548213,0.000035280398,0.00013507258,0.00016422085,0.00008188531,0.99987864],"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":[0.000040171653,0.000045678255,0.0000025592274,0.0000040165714,0.0000062370723,0.000008397908,0.000024642333,0.0016041824,0.000030019752,2.7722493e-7,0.33061144,0.6676224],"study_design_scores_gemma":[0.00014062175,0.00007597692,0.00017823785,0.000008454384,0.0000073778833,0.000012580394,0.0000011250644,0.0035242296,0.000015572465,0.000010573636,0.99583346,0.00019181939],"about_ca_topic_score_codex":0.0002888784,"about_ca_topic_score_gemma":0.00002883346,"teacher_disagreement_score":0.6674306,"about_ca_system_score_codex":0.00012989793,"about_ca_system_score_gemma":0.0000049013893,"threshold_uncertainty_score":0.55581176},"labels":[],"label_agreement":null},{"id":"W4406452891","doi":"10.1016/s0967-0653(97)88226-9","title":"10.1016/s0967-0653(97)88226-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Salt marsh; Flow (mathematics); Salt (chemistry); Marsh; Environmental science; Hydrology (agriculture); Geology; Mathematics; Chemistry; Wetland; Ecology; Oceanography; Biology; Geotechnical engineering; Geometry","score_opus":0.003933800711902509,"score_gpt":0.1516843679858792,"score_spread":0.1477505672739767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406452891","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":[0.0025492643,0.0000071181435,0.0000030801798,0.00013319921,0.0000021352016,0.00019684233,0.000020643542,0.000107923785,0.9969798],"genre_scores_gemma":[0.0006720202,1.6639255e-7,0.0001290632,0.00003251939,0.000052235453,0.000016215927,0.00001618628,0.000023548842,0.99905807],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988953,0.000030222152,0.00018082498,0.00029925682,0.00024847398,0.00034592635],"domain_scores_gemma":[0.9993963,0.000026341155,0.00002645648,0.00034628305,0.0000037031195,0.00020088926],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000146615,0.00014868096,0.00014612166,0.000025125246,0.00009456826,0.000041967618,0.00029990188,0.0000572883,0.99972796],"category_scores_gemma":[0.0000138089545,0.00014063816,0.00005594134,0.00022065388,0.000036349342,0.00014317536,0.00016975342,0.000084076615,0.9999389],"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":[0.000036085556,0.0000395659,0.0000031420916,0.000003358,0.0000050386266,0.000007409895,0.00002011257,0.0013431716,0.000017160695,2.570573e-7,0.050095662,0.94842905],"study_design_scores_gemma":[0.0001523559,0.00007876356,0.000084479245,0.00000868832,0.0000073893907,0.000013743273,0.0000012038432,0.0037315316,0.000016939377,0.000010799984,0.9956966,0.00019748443],"about_ca_topic_score_codex":0.00024064133,"about_ca_topic_score_gemma":0.000023539074,"teacher_disagreement_score":0.9482316,"about_ca_system_score_codex":0.00013107799,"about_ca_system_score_gemma":0.0000049936716,"threshold_uncertainty_score":0.5735058},"labels":[],"label_agreement":null},{"id":"W4406453516","doi":"10.1016/s0967-0653(97)85304-5","title":"10.1016/s0967-0653(97)85304-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Zostera marina; Biomass (ecology); Environmental science; Distribution (mathematics); Oceanography; Fishery; Seagrass; Ecology; Biology; Ecosystem; Geology; Mathematics","score_opus":0.003916607895612761,"score_gpt":0.1514956095681717,"score_spread":0.14757900167255894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406453516","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":[0.002688922,0.0000069745156,0.0000029745593,0.00013561049,0.0000021773,0.00019646873,0.000021485523,0.00010836292,0.996837],"genre_scores_gemma":[0.00071009784,1.6109011e-7,0.0001262278,0.000032492204,0.000051896935,0.000016191447,0.000015980464,0.000022965029,0.999024],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988981,0.000030190227,0.00018000117,0.00029855277,0.00024791464,0.0003452249],"domain_scores_gemma":[0.9993951,0.000026411946,0.000026126709,0.00034816097,0.0000036681697,0.00020056375],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014650452,0.00014848569,0.00014572652,0.000024783101,0.0000969122,0.000043480028,0.00029865417,0.000056932608,0.9997448],"category_scores_gemma":[0.000013615997,0.0001404867,0.000055843742,0.0002186877,0.00003711361,0.00014277031,0.00016630464,0.00008411485,0.99994075],"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":[0.000035550456,0.000038783663,0.0000029421565,0.0000033313027,0.0000049685655,0.0000070922692,0.000019857636,0.0012971486,0.000016554806,2.2994502e-7,0.053097174,0.94547635],"study_design_scores_gemma":[0.00015088868,0.00008059814,0.00007848995,0.000008372144,0.000007326477,0.000014257168,0.000001219404,0.0034657689,0.000016035694,0.000011186401,0.9959686,0.00019729874],"about_ca_topic_score_codex":0.00024375583,"about_ca_topic_score_gemma":0.000027502923,"teacher_disagreement_score":0.94527906,"about_ca_system_score_codex":0.00013490535,"about_ca_system_score_gemma":0.0000051011766,"threshold_uncertainty_score":0.57288814},"labels":[],"label_agreement":null},{"id":"W4406454010","doi":"10.1016/s0967-0653(97)83483-7","title":"10.1016/s0967-0653(97)83483-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"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":"Salt marsh; Sediment; Marsh; Environmental science; Salt (chemistry); Oceanography; Hydrology (agriculture); Environmental chemistry; Chemistry; Geology; Ecology; Wetland; Geomorphology; Biology; Geotechnical engineering","score_opus":0.003916336002928651,"score_gpt":0.15146495000126098,"score_spread":0.14754861399833233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406454010","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":[0.002719026,0.0000070510796,0.0000029155271,0.00013991022,0.0000021269805,0.0001974525,0.000021189184,0.00010777395,0.99680257],"genre_scores_gemma":[0.00071875745,1.6303225e-7,0.00013101356,0.000033642,0.0000523067,0.000016212472,0.000015474829,0.000023529763,0.9990089],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889505,0.000030215839,0.00018065321,0.00029931744,0.0002487483,0.00034600068],"domain_scores_gemma":[0.9993967,0.00002657881,0.000026433956,0.00034560016,0.0000037052725,0.00020101026],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014773106,0.00014865289,0.00014606024,0.00002514459,0.00009462939,0.00004093334,0.0002993909,0.000057229754,0.9997242],"category_scores_gemma":[0.000013903616,0.00014058247,0.00005589069,0.00022069659,0.000036401747,0.00013764635,0.0001693918,0.00008426302,0.9999364],"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":[0.00003539364,0.00003881545,0.0000030987044,0.0000032985579,0.000004936982,0.000007091814,0.000019708403,0.0013719716,0.000015657808,2.3326373e-7,0.050942734,0.94755703],"study_design_scores_gemma":[0.00015169784,0.00008021265,0.0000877166,0.00000870849,0.0000073918427,0.000013670084,0.0000012069282,0.0037028193,0.000016644008,0.000011015087,0.99572146,0.00019744097],"about_ca_topic_score_codex":0.00023498911,"about_ca_topic_score_gemma":0.000024673753,"teacher_disagreement_score":0.9473596,"about_ca_system_score_codex":0.00013092249,"about_ca_system_score_gemma":0.000004980472,"threshold_uncertainty_score":0.57327867},"labels":[],"label_agreement":null},{"id":"W4406462894","doi":"10.1016/0967-0653(96)85990-4","title":"10.1016/0967-0653(96)85990-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Crustacean; Salt marsh; Marsh; Salt (chemistry); Environmental science; Biology; Fishery; Ecology; Chemistry; Wetland","score_opus":0.003343316059246326,"score_gpt":0.14850806004487677,"score_spread":0.14516474398563045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406462894","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":[0.010448737,0.0000063016264,0.0000022302474,0.00015273257,0.0000023155171,0.0001917647,0.000024519051,0.000108249005,0.98906314],"genre_scores_gemma":[0.0024633766,1.3745269e-7,0.00011786188,0.00003595678,0.000050324295,0.00001565835,0.00001885625,0.000022702847,0.9972751],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989056,0.000029764287,0.00017795154,0.0002970576,0.00024568086,0.00034395372],"domain_scores_gemma":[0.9994018,0.000025387228,0.000025517034,0.00034434808,0.0000035708608,0.00019939178],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001448201,0.00014614259,0.00014397473,0.000024776544,0.00009334735,0.00004049989,0.00029645412,0.000056324257,0.9994882],"category_scores_gemma":[0.000013213944,0.00013855386,0.00005474769,0.00022100202,0.00003592189,0.00013905973,0.00016560474,0.000082078455,0.9995691],"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":[0.00004061779,0.00005102268,0.000009854576,0.000004429913,0.0000062900644,0.00000928718,0.00003467731,0.0018467627,0.000058573394,2.6952895e-7,0.20636661,0.7915716],"study_design_scores_gemma":[0.00013536998,0.000081718536,0.00031744462,0.000008133546,0.0000072512116,0.000014813938,0.00000149223,0.003978786,0.000018829263,0.000010489841,0.9952305,0.00019518807],"about_ca_topic_score_codex":0.00025495028,"about_ca_topic_score_gemma":0.00002395724,"teacher_disagreement_score":0.7913764,"about_ca_system_score_codex":0.00012992571,"about_ca_system_score_gemma":0.0000049247806,"threshold_uncertainty_score":0.56500626},"labels":[],"label_agreement":null},{"id":"W4406471029","doi":"10.1016/0967-0653(96)80076-d","title":"10.1016/0967-0653(96)80076-d","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Salt marsh; Bacterioplankton; Flume; Mussel; Oceanography; Environmental science; Ecology; Geology; Biology; Phytoplankton; Psychology; Social psychology","score_opus":0.0033628180753881485,"score_gpt":0.14918599526151244,"score_spread":0.14582317718612428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406471029","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":[0.009055307,0.0000060234092,0.0000029413081,0.00014953762,0.0000023716152,0.00019185277,0.00002309829,0.00010722893,0.99046165],"genre_scores_gemma":[0.002570435,1.3637582e-7,0.00012679007,0.000037645586,0.000050783678,0.000015244737,0.000019226538,0.000023289916,0.99715644],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989007,0.00002959849,0.00017883649,0.00029710744,0.00024730308,0.00034641344],"domain_scores_gemma":[0.9993992,0.000025989262,0.00002593793,0.000344417,0.0000035904118,0.00020089754],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014961218,0.00014620325,0.0001442755,0.000025047417,0.00009351623,0.000040236257,0.00029682205,0.000056716613,0.9994776],"category_scores_gemma":[0.000013268515,0.00013859462,0.000054930875,0.00022141155,0.00003610712,0.00013878311,0.00016577425,0.00008276042,0.9995505],"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":[0.000042303745,0.00005287177,0.000012685321,0.0000044767226,0.000006682335,0.000009690735,0.000027780354,0.0017623545,0.00006011521,3.655952e-7,0.20372216,0.7942985],"study_design_scores_gemma":[0.00013479518,0.00007905689,0.00035772254,0.0000084886615,0.000007260934,0.000014882255,0.0000011573392,0.003860155,0.00001959205,0.000011174261,0.9953105,0.00019522631],"about_ca_topic_score_codex":0.00025175643,"about_ca_topic_score_gemma":0.0000240015,"teacher_disagreement_score":0.79410326,"about_ca_system_score_codex":0.00013277213,"about_ca_system_score_gemma":0.0000049230403,"threshold_uncertainty_score":0.5651725},"labels":[],"label_agreement":null},{"id":"W4406475669","doi":"10.1016/s0967-0653(98)81598-6","title":"10.1016/s0967-0653(98)81598-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"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":"Mangrove; Salinity; Humidity; Rhizophora; Environmental science; Relative humidity; Ecology; Biology; Geography; Meteorology","score_opus":0.0034687561672886646,"score_gpt":0.15186624146142752,"score_spread":0.14839748529413885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406475669","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":[0.0038527404,0.000005932564,0.0000025643596,0.00013971509,0.0000020636526,0.00019610392,0.000019688228,0.000105893014,0.9956753],"genre_scores_gemma":[0.0010568879,1.5481885e-7,0.00012728883,0.000033612127,0.000052746662,0.000016056452,0.000014929263,0.000023024792,0.9986753],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892604,0.000029276982,0.0001748102,0.00029118045,0.0002424671,0.0003362226],"domain_scores_gemma":[0.9994135,0.000024622954,0.000025531295,0.00033794186,0.000003562917,0.00019487282],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014280334,0.00014398307,0.0001473801,0.000024567778,0.00008924322,0.00003957045,0.0002917544,0.000055938006,0.9998018],"category_scores_gemma":[0.000012594715,0.00013629653,0.000054226835,0.00021299462,0.000035490208,0.00013669656,0.00016461045,0.00008177157,0.9998818],"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":[0.000041270574,0.00004658918,0.0000026457724,0.0000040544874,0.0000063160155,0.000008489214,0.000024495414,0.0015976102,0.000030213607,2.8595508e-7,0.33835393,0.6598841],"study_design_scores_gemma":[0.00014037032,0.00007782372,0.00017936819,0.000008559589,0.000007360721,0.000012568452,0.0000010850868,0.0035420253,0.000016024725,0.000010898517,0.9958122,0.00019171053],"about_ca_topic_score_codex":0.00027066845,"about_ca_topic_score_gemma":0.000027144035,"teacher_disagreement_score":0.65969235,"about_ca_system_score_codex":0.00013211016,"about_ca_system_score_gemma":0.000005114616,"threshold_uncertainty_score":0.55580115},"labels":[],"label_agreement":null},{"id":"W4406477916","doi":"10.1016/s0967-0653(97)86993-1","title":"10.1016/s0967-0653(97)86993-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Mangrove; Sediment; Environmental science; Sediment transport; Oceanography; Geology; Geography; Fishery; Geomorphology; Biology","score_opus":0.0039126448364540534,"score_gpt":0.1514575278314218,"score_spread":0.14754488299496774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406477916","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":[0.002555981,0.0000070474052,0.0000032434086,0.00013966982,0.0000021617411,0.00019698443,0.000021397298,0.00010773382,0.99696577],"genre_scores_gemma":[0.00076047814,1.5859032e-7,0.00012892864,0.00003428734,0.000051529205,0.000016216442,0.000015531326,0.00002353272,0.9989693],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988963,0.000030165782,0.00018026677,0.00029918534,0.00024853108,0.00034552507],"domain_scores_gemma":[0.9993963,0.000026530954,0.000026369633,0.00034615336,0.0000036764318,0.00020092621],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014653431,0.00014864937,0.00014626265,0.000025210493,0.00009514233,0.000041042444,0.00029952757,0.000056462744,0.9997312],"category_scores_gemma":[0.000013821544,0.0001406197,0.000055945853,0.0002199405,0.000036413763,0.00014054883,0.00016945752,0.00008399459,0.99993914],"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":[0.000036762085,0.00003909433,0.0000031983386,0.0000033144293,0.000004992869,0.000007270588,0.00002049916,0.0013912155,0.00001622003,2.2830731e-7,0.05015244,0.94832474],"study_design_scores_gemma":[0.00015064089,0.00008007669,0.000082468076,0.0000088490715,0.0000073358397,0.00001385421,0.0000012024977,0.0037240547,0.000016502681,0.000011197049,0.9957063,0.00019752225],"about_ca_topic_score_codex":0.00024390142,"about_ca_topic_score_gemma":0.000025349951,"teacher_disagreement_score":0.94812727,"about_ca_system_score_codex":0.00013151545,"about_ca_system_score_gemma":0.000005087022,"threshold_uncertainty_score":0.5734305},"labels":[],"label_agreement":null},{"id":"W4406478753","doi":"10.1016/s0967-0653(97)85253-2","title":"10.1016/s0967-0653(97)85253-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Allorecognition; Hydroid (botany); Biology; Genetics; Evolutionary biology; Gene; Botany","score_opus":0.003975724216088262,"score_gpt":0.15193230487468098,"score_spread":0.1479565806585927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406478753","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":[0.0026501236,0.0000071132727,0.0000031178972,0.00013834344,0.000002143408,0.00019920766,0.000022016491,0.000109252716,0.99686867],"genre_scores_gemma":[0.00071129587,1.7432859e-7,0.0001264283,0.000033542747,0.000051938423,0.000016056933,0.000016042315,0.000023310185,0.99902123],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888384,0.000030609994,0.00018234714,0.00030253048,0.00025101542,0.00034963555],"domain_scores_gemma":[0.9993918,0.000026442152,0.000026473033,0.00034960388,0.000003763166,0.00020195282],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001486599,0.00015045155,0.00014776342,0.00002557403,0.000095503856,0.000041624884,0.0003022623,0.000057900626,0.9997305],"category_scores_gemma":[0.000013866829,0.00014237037,0.000056596604,0.00022324437,0.00003686108,0.00014187016,0.00017097328,0.000085009066,0.99993944],"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":[0.000036052897,0.000039141174,0.000003025115,0.0000033777092,0.000005040098,0.000007206165,0.000020379464,0.0013730439,0.000016990174,2.2323798e-7,0.05226554,0.94623],"study_design_scores_gemma":[0.00015374248,0.000081068545,0.000078758974,0.000008709332,0.000007421271,0.000013855391,0.0000012304232,0.0036795547,0.000017421342,0.000010654145,0.99574775,0.00019985929],"about_ca_topic_score_codex":0.0002530775,"about_ca_topic_score_gemma":0.00002635919,"teacher_disagreement_score":0.94603014,"about_ca_system_score_codex":0.00013189939,"about_ca_system_score_gemma":0.0000050766066,"threshold_uncertainty_score":0.5805695},"labels":[],"label_agreement":null},{"id":"W4406483065","doi":"10.1016/0967-0653(96)86870-0","title":"10.1016/0967-0653(96)86870-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Bay; Intertidal zone; Oceanography; Wetland; Satellite; Interpretation (philosophy); Geology; Environmental science; Fishery; Ecology; Biology","score_opus":0.0033317165056243837,"score_gpt":0.14837035159628595,"score_spread":0.14503863509066156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406483065","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":[0.00908282,0.0000061559067,0.0000031433867,0.00014688764,0.00000222661,0.00018885429,0.000022632705,0.000107668784,0.9904396],"genre_scores_gemma":[0.0026916221,1.4010449e-7,0.00012024186,0.000034975576,0.00004945763,0.000014170044,0.000018194274,0.000023083818,0.99704814],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989216,0.000028813954,0.00017386417,0.0002943919,0.00024140003,0.0003399668],"domain_scores_gemma":[0.9994081,0.000025008614,0.000025560726,0.0003400561,0.0000035255994,0.00019772928],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014153085,0.00014428307,0.0001424824,0.000024837916,0.000092774004,0.000039703016,0.00029428725,0.000055806326,0.9994598],"category_scores_gemma":[0.000012515061,0.00013720358,0.000054415657,0.0002206047,0.000036117865,0.00014031834,0.0001627186,0.0000812456,0.9995405],"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":[0.00004182849,0.000051788444,0.000012190304,0.000004331736,0.000006536514,0.000009703953,0.000027532642,0.0019117964,0.000057390316,3.9669823e-7,0.20048821,0.7973883],"study_design_scores_gemma":[0.00013404897,0.000078093115,0.000346031,0.000008425256,0.000007201029,0.000014583518,0.0000011778867,0.0038218135,0.000020412352,0.000010843993,0.9953642,0.00019317822],"about_ca_topic_score_codex":0.00024223003,"about_ca_topic_score_gemma":0.000023671475,"teacher_disagreement_score":0.79719514,"about_ca_system_score_codex":0.00013322152,"about_ca_system_score_gemma":0.000005017349,"threshold_uncertainty_score":0.5594999},"labels":[],"label_agreement":null},{"id":"W4406494544","doi":"10.1016/0967-0653(95)94208-8","title":"10.1016/0967-0653(95)94208-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Intertidal zone; Salt marsh; Nutrient; Dissolved organic carbon; Environmental science; Marsh; Drainage; Salt (chemistry); Oceanography; Hydrology (agriculture); Environmental chemistry; Ecology; Geology; Chemistry; Wetland; Biology; Geotechnical engineering","score_opus":0.003324850525818108,"score_gpt":0.14838296507620527,"score_spread":0.14505811455038717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406494544","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":[0.008251123,0.0000097787215,0.0000024855904,0.00012222189,0.000002374931,0.00019316089,0.000023241639,0.00010855836,0.99128705],"genre_scores_gemma":[0.0019647279,2.2898806e-7,0.00011970099,0.00003520387,0.000053734686,0.000015718682,0.00001867634,0.000023353612,0.99776864],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988912,0.000029474708,0.00018326225,0.00029650575,0.0002562613,0.00034333265],"domain_scores_gemma":[0.99940073,0.000026045836,0.000026618964,0.00034392043,0.000003567399,0.00019913331],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001514469,0.00014609713,0.0001493447,0.000019311297,0.00009328318,0.000040615316,0.00029679763,0.000056191522,0.99945325],"category_scores_gemma":[0.000013603413,0.00013845082,0.000054861845,0.00022082379,0.00003573448,0.00013890328,0.00016490922,0.0000820157,0.9995641],"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":[0.00003834499,0.00004887253,0.000008312375,0.0000040835557,0.0000060920406,0.000008699134,0.000023674638,0.0018280672,0.00005935245,3.4834258e-7,0.23611276,0.7618614],"study_design_scores_gemma":[0.00013340687,0.0000792331,0.00032523565,0.000008463618,0.000007257808,0.000014685425,0.0000011294024,0.0048651444,0.000014033443,0.0000126728455,0.9943438,0.00019491816],"about_ca_topic_score_codex":0.00026494902,"about_ca_topic_score_gemma":0.00002853348,"teacher_disagreement_score":0.7616665,"about_ca_system_score_codex":0.00012953348,"about_ca_system_score_gemma":0.000004929154,"threshold_uncertainty_score":0.5645861},"labels":[],"label_agreement":null},{"id":"W4406504436","doi":"10.1016/s0967-0653(97)87276-6","title":"10.1016/s0967-0653(97)87276-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"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":"Seawater; Nitrogen; Biology; Oceanography; Botany; Ecology; Geology; Chemistry","score_opus":0.00390534216578653,"score_gpt":0.15167374960358954,"score_spread":0.147768407437803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406504436","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":[0.0025845566,0.0000071139943,0.0000029924195,0.00013979884,0.000002108269,0.00019759465,0.000020926585,0.000107735854,0.99693716],"genre_scores_gemma":[0.00070533395,1.7027908e-7,0.00012913707,0.000033764223,0.000052178606,0.000016182117,0.00001569514,0.00002352237,0.99902403],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988949,0.000030186282,0.00018073684,0.00029945627,0.00024881324,0.00034596628],"domain_scores_gemma":[0.9993896,0.000026196458,0.000026418422,0.00035301092,0.0000037044274,0.00020105543],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014762263,0.00014867057,0.00014607645,0.000025245896,0.00009459083,0.000041319752,0.0003051583,0.000057343008,0.99972963],"category_scores_gemma":[0.000013887262,0.00014062959,0.000055919172,0.00021756189,0.000036427147,0.00014049672,0.00017355887,0.0000841057,0.9999365],"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":[0.00003596081,0.000039420953,0.0000031643092,0.0000033513077,0.0000050206127,0.0000072088737,0.000020333475,0.0013805553,0.000016131893,2.315139e-7,0.053660322,0.9448283],"study_design_scores_gemma":[0.00015016126,0.00008043506,0.0000798168,0.0000086216705,0.0000073151527,0.000013673216,0.0000012221332,0.0038472146,0.000017149556,0.000011212413,0.99558574,0.00019744888],"about_ca_topic_score_codex":0.00024937076,"about_ca_topic_score_gemma":0.00002607265,"teacher_disagreement_score":0.94463086,"about_ca_system_score_codex":0.0001310802,"about_ca_system_score_gemma":0.000005026938,"threshold_uncertainty_score":0.57347083},"labels":[],"label_agreement":null},{"id":"W4406505772","doi":"10.1016/s0967-0653(98)81260-x","title":"10.1016/s0967-0653(98)81260-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Spartina alterniflora; Salt marsh; Environmental science; Spartina; Reduction (mathematics); Acetylene; Ecology; Chemistry; Biology; Marsh; Wetland; Mathematics","score_opus":0.003460615547695316,"score_gpt":0.1516992857322509,"score_spread":0.14823867018455558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406505772","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":[0.005762275,0.0000060406833,0.0000019304807,0.0001373624,0.0000020958519,0.00018916218,0.000019898609,0.00010568171,0.99377555],"genre_scores_gemma":[0.0010223489,1.6470185e-7,0.00017133022,0.000032825857,0.000052713283,0.0000152881,0.00001503553,0.000023026636,0.99866724],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891627,0.000029169834,0.0001747058,0.00029093385,0.00025283094,0.0003360966],"domain_scores_gemma":[0.99940014,0.000024567955,0.000025511323,0.00035126024,0.0000035637158,0.00019493086],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000148625,0.00014398164,0.00014735582,0.00002459585,0.000089517875,0.000039811937,0.00029155082,0.000056008783,0.99977297],"category_scores_gemma":[0.000013342656,0.00013628553,0.000054218086,0.00021551068,0.00003525235,0.00013529506,0.00016450131,0.00008188962,0.9998777],"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":[0.000038702998,0.000044388937,0.0000031480802,0.0000038350686,0.000005981959,0.0000080685295,0.00002249809,0.0014732144,0.00002770451,2.8719504e-7,0.30099368,0.69737846],"study_design_scores_gemma":[0.00013955383,0.00007587188,0.00019172663,0.000008579875,0.0000074229474,0.0000125589595,0.0000010859932,0.004732472,0.00001539566,0.000008794591,0.99461496,0.00019157083],"about_ca_topic_score_codex":0.00026902478,"about_ca_topic_score_gemma":0.000026558571,"teacher_disagreement_score":0.6971869,"about_ca_system_score_codex":0.00012967238,"about_ca_system_score_gemma":0.000004984723,"threshold_uncertainty_score":0.5557563},"labels":[],"label_agreement":null},{"id":"W4406515109","doi":"10.1016/s0967-0653(98)80312-8","title":"10.1016/s0967-0653(98)80312-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Inlet; Sediment; Hydrology (agriculture); Trapping; Trap (plumbing); Environmental science; Geology; Oceanography; Tidal river; Estuary; Geomorphology; Geotechnical engineering; Geography; Environmental engineering; Forestry","score_opus":0.0035465573076579253,"score_gpt":0.1523235499033655,"score_spread":0.14877699259570756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406515109","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":[0.0043788087,0.0000056483987,0.000002492671,0.00014005724,0.000002113323,0.00018960232,0.00001983911,0.00010573407,0.9951557],"genre_scores_gemma":[0.001114884,1.5159387e-7,0.00013149467,0.000032410124,0.00005195581,0.000015267377,0.00001504606,0.00002302704,0.99861574],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989257,0.000029298708,0.00017486811,0.00029098475,0.00024271908,0.00033645015],"domain_scores_gemma":[0.99941605,0.000024195022,0.00002550366,0.00033773988,0.0000035710973,0.0001929082],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014443941,0.00014399746,0.00014753247,0.000024612162,0.00008937593,0.000039826493,0.00029141703,0.000055960674,0.99980074],"category_scores_gemma":[0.000012777245,0.00013632761,0.000054226137,0.00021732414,0.000035177083,0.00013498258,0.00016473379,0.00008173201,0.9998788],"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":[0.000040749754,0.000046560395,0.0000027682252,0.0000040435584,0.0000063098205,0.000008582416,0.000024559047,0.0014554679,0.00003176956,2.8621244e-7,0.321969,0.6764099],"study_design_scores_gemma":[0.00014068013,0.000076170436,0.00019143059,0.00000853795,0.000007446086,0.000012745832,0.0000010789921,0.0034972837,0.000016691687,0.000010881221,0.99584526,0.00019180104],"about_ca_topic_score_codex":0.00026625214,"about_ca_topic_score_gemma":0.000027707047,"teacher_disagreement_score":0.6762181,"about_ca_system_score_codex":0.00013097916,"about_ca_system_score_gemma":0.0000049539062,"threshold_uncertainty_score":0.5559279},"labels":[],"label_agreement":null},{"id":"W4406515532","doi":"10.1016/s0967-0653(97)88870-9","title":"10.1016/s0967-0653(97)88870-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Marsh; Spartina alterniflora; Spartina; Decomposition; Environmental science; Brackish marsh; Salt marsh; Ecology; Biology; Wetland","score_opus":0.0039587120067512225,"score_gpt":0.15204602907421982,"score_spread":0.1480873170674686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406515532","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":[0.0026799655,0.0000071446866,0.0000030621911,0.00013238212,0.0000021305225,0.00019689713,0.000020966807,0.0001079093,0.99684954],"genre_scores_gemma":[0.0007134359,1.7303229e-7,0.00013006417,0.000033204087,0.000052086398,0.00001621831,0.000015829011,0.000023545717,0.99901545],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988954,0.000030215057,0.00018054435,0.00029917568,0.0002487176,0.00034596797],"domain_scores_gemma":[0.9993967,0.000026355832,0.000026376758,0.00034592298,0.0000037036289,0.00020096403],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014615513,0.00014868414,0.00014619353,0.000025129666,0.00009457619,0.00004197875,0.00029986107,0.000057282323,0.99973136],"category_scores_gemma":[0.000013790643,0.00014066219,0.00005593588,0.00022077674,0.00003698418,0.00014320003,0.00016958549,0.00008406199,0.99993896],"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":[0.000036047968,0.00003944825,0.0000032211854,0.0000033546805,0.0000050195194,0.0000072489925,0.000020116746,0.001353212,0.000016658762,2.2767532e-7,0.0529012,0.9456142],"study_design_scores_gemma":[0.00015278738,0.00007893442,0.00008992474,0.000008719603,0.000007390353,0.000013803017,0.0000011892016,0.0035940292,0.000016675158,0.000010581737,0.99582845,0.0001975173],"about_ca_topic_score_codex":0.0002374052,"about_ca_topic_score_gemma":0.000024666117,"teacher_disagreement_score":0.94541675,"about_ca_system_score_codex":0.00013125261,"about_ca_system_score_gemma":0.000005018961,"threshold_uncertainty_score":0.57360375},"labels":[],"label_agreement":null},{"id":"W4406516651","doi":"10.1016/s0967-0653(97)81168-4","title":"10.1016/s0967-0653(97)81168-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"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":"Mangrove; Facultative; Ecology; Biology","score_opus":0.00391198715409872,"score_gpt":0.15141586103787227,"score_spread":0.14750387388377356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406516651","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":[0.00254995,0.0000071567333,0.000003110546,0.00013895538,0.0000021336841,0.00019755404,0.000020764603,0.000107889915,0.9969725],"genre_scores_gemma":[0.0006865681,1.7264227e-7,0.00013052628,0.00003369507,0.000052176627,0.000016191727,0.00001550182,0.000023555276,0.9990416],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988946,0.000030193683,0.00018050596,0.00029957463,0.00024887797,0.0003462682],"domain_scores_gemma":[0.9993959,0.000026101154,0.000026413065,0.00034671507,0.00000370507,0.00020113648],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014745082,0.00014877523,0.000146241,0.000025245188,0.000094609546,0.000041702748,0.00029973456,0.000057270096,0.9997299],"category_scores_gemma":[0.000013649427,0.00014072658,0.0000559344,0.0002210653,0.000036395708,0.0001429044,0.00016968555,0.000084086314,0.9999411],"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":[0.00003574348,0.000039200626,0.0000030825283,0.0000033297913,0.000004992265,0.0000071677823,0.000020139107,0.0013693355,0.000015584636,2.378679e-7,0.050941356,0.94755983],"study_design_scores_gemma":[0.00015224073,0.00008046662,0.00007848974,0.000008710914,0.0000073964843,0.000013870152,0.0000011955038,0.0037259997,0.000016495793,0.000011258693,0.99570626,0.00019763359],"about_ca_topic_score_codex":0.00023969726,"about_ca_topic_score_gemma":0.000024493194,"teacher_disagreement_score":0.9473622,"about_ca_system_score_codex":0.00013114848,"about_ca_system_score_gemma":0.0000050302815,"threshold_uncertainty_score":0.5738663},"labels":[],"label_agreement":null},{"id":"W4406517624","doi":"10.1016/s0967-0653(95)97822-4","title":"10.1016/s0967-0653(95)97822-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Estuary; Salt marsh; Fishery; Fish <Actinopterygii>; Marsh; Geography; Oceanography; Biology; Ecology; Geology; Wetland","score_opus":0.0035009308903767846,"score_gpt":0.15186714417101332,"score_spread":0.14836621328063654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406517624","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":[0.0042798202,0.000009806141,0.0000024303072,0.00013468889,0.0000021714668,0.00019641254,0.000023038509,0.00011004201,0.9952416],"genre_scores_gemma":[0.0009666128,2.7340354e-7,0.00012593421,0.00003314875,0.000053184573,0.0000160801,0.000015441457,0.00002363074,0.9987657],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988927,0.000030188878,0.00018059381,0.0003001834,0.0002492859,0.00034703338],"domain_scores_gemma":[0.99939406,0.000025837071,0.000026417762,0.0003483097,0.000003703814,0.00020166197],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014650078,0.00014897701,0.0001464577,0.000019836658,0.00009446052,0.000041077026,0.00030115544,0.00005730357,0.99968976],"category_scores_gemma":[0.0000134454585,0.00014095497,0.00005591276,0.00022306632,0.000036443696,0.00014037848,0.00017052697,0.000084412124,0.99985653],"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":[0.000038960083,0.0000500473,0.0000030783888,0.0000037774862,0.0000056222593,0.000008001623,0.000021857679,0.0015977317,0.00003139914,2.504927e-7,0.21301489,0.7852244],"study_design_scores_gemma":[0.00014883523,0.000086148815,0.00012386125,0.000008798494,0.0000073682386,0.000014886511,0.0000011757996,0.0046368926,0.000015320362,0.000010947799,0.99474776,0.00019802357],"about_ca_topic_score_codex":0.00023652271,"about_ca_topic_score_gemma":0.000024178908,"teacher_disagreement_score":0.7850264,"about_ca_system_score_codex":0.0001309053,"about_ca_system_score_gemma":0.000005096947,"threshold_uncertainty_score":0.5747977},"labels":[],"label_agreement":null},{"id":"W4406517639","doi":"10.1016/s0967-0653(95)97830-5","title":"10.1016/s0967-0653(95)97830-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"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":"Mangrove; Avicennia marina; Distribution (mathematics); Geography; Ecology; Biology; Mathematics","score_opus":0.0035046830877259834,"score_gpt":0.1519408068397636,"score_spread":0.14843612375203763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406517639","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":[0.004462089,0.000010071979,0.0000023958896,0.00013327703,0.0000021591634,0.00019599151,0.000023309572,0.00011001395,0.9950607],"genre_scores_gemma":[0.0010239336,2.8065108e-7,0.00012080709,0.000033020722,0.00005232743,0.000016061751,0.00001564224,0.000023609768,0.9987143],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889326,0.00003017233,0.00018041539,0.0002998769,0.0002494013,0.0003469004],"domain_scores_gemma":[0.99939406,0.000025235495,0.00002641038,0.0003490338,0.0000036784459,0.00020157991],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001464099,0.0001488907,0.00014661229,0.000019750229,0.000094365976,0.000041225394,0.00030129406,0.00005725598,0.99969393],"category_scores_gemma":[0.000013002896,0.00014084342,0.000055907174,0.00021980886,0.000036398505,0.00014041219,0.0001705881,0.00008417094,0.9998582],"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":[0.000038120645,0.000044063367,0.000003429142,0.000003712255,0.000005528648,0.000007705096,0.000021798518,0.0014539295,0.000030664854,2.4959252e-7,0.21590061,0.7824902],"study_design_scores_gemma":[0.00014637271,0.00008098501,0.00013865787,0.000008734244,0.0000073668252,0.0000149335465,0.0000011901853,0.0043163337,0.000015159863,0.000010864248,0.99506146,0.00019794302],"about_ca_topic_score_codex":0.00022695295,"about_ca_topic_score_gemma":0.000023331439,"teacher_disagreement_score":0.78229225,"about_ca_system_score_codex":0.00013294739,"about_ca_system_score_gemma":0.0000051281245,"threshold_uncertainty_score":0.5743428},"labels":[],"label_agreement":null},{"id":"W4406518014","doi":"10.1016/s0967-0653(95)97823-2","title":"10.1016/s0967-0653(95)97823-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Ecological succession; Spartina; Salt marsh; Ecology; Botany; Biology; Wetland; Marsh","score_opus":0.00356068883391259,"score_gpt":0.1524950287134423,"score_spread":0.14893433987952973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406518014","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":[0.004156123,0.00001001375,0.0000024978995,0.00013504612,0.0000021247772,0.00019655874,0.00002287192,0.00011027779,0.9953645],"genre_scores_gemma":[0.00095386966,2.7965265e-7,0.00012600861,0.000033522385,0.0000523234,0.000016086931,0.000015441825,0.000023630178,0.9987788],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888927,0.000030209385,0.00018053256,0.00030008453,0.00025303056,0.00034690325],"domain_scores_gemma":[0.99939585,0.000025510937,0.000026411613,0.00034817646,0.00000378508,0.00020027204],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014879527,0.0001489479,0.00014642043,0.000019823827,0.00009442058,0.00004104701,0.0003012547,0.000056770936,0.99968773],"category_scores_gemma":[0.000013485615,0.00014093326,0.000055892695,0.00022283914,0.00003645667,0.00014055712,0.0001706223,0.00008408819,0.9998553],"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":[0.000038539507,0.00004368005,0.0000031132809,0.0000036778504,0.0000054728566,0.0000077402965,0.000021240603,0.001536015,0.00003143902,2.4332144e-7,0.20357805,0.7947308],"study_design_scores_gemma":[0.00014828764,0.00008066976,0.00012521265,0.00000879551,0.0000073625215,0.000014869273,0.0000011726664,0.004688355,0.000015430765,0.00001070769,0.99470115,0.00019797367],"about_ca_topic_score_codex":0.0002503285,"about_ca_topic_score_gemma":0.000025787123,"teacher_disagreement_score":0.79453284,"about_ca_system_score_codex":0.00013230981,"about_ca_system_score_gemma":0.0000051504267,"threshold_uncertainty_score":0.5747092},"labels":[],"label_agreement":null},{"id":"W4406527600","doi":"10.1016/0967-0653(96)84969-6","title":"10.1016/0967-0653(96)84969-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"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":"Phosphorus; Primary (astronomy); Nitrogen; Estuary; Environmental science; Production (economics); Environmental chemistry; Oceanography; Chemistry; Geology; Economics","score_opus":0.003294356905037974,"score_gpt":0.14782014733982768,"score_spread":0.1445257904347897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406527600","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":[0.008704601,0.000006174581,0.00000318992,0.00015190264,0.0000023296714,0.00019215583,0.000022708175,0.00010844652,0.9908085],"genre_scores_gemma":[0.0026515347,1.3043201e-7,0.0001333838,0.000036890073,0.00005108396,0.000015644046,0.000018455836,0.00002332103,0.99706954],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989066,0.000030510642,0.00017797598,0.00029690278,0.00024443778,0.00034356993],"domain_scores_gemma":[0.9994001,0.000025881645,0.000025895044,0.00034548735,0.0000035351147,0.00019913088],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014794775,0.00014609785,0.00014417765,0.000024758585,0.000093737035,0.00004058938,0.00029695826,0.000056400666,0.9994691],"category_scores_gemma":[0.000013158146,0.00013842325,0.000055002063,0.0002211628,0.00003565275,0.0001373057,0.00016019412,0.00008220636,0.9995267],"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":[0.000040682487,0.000051844978,0.000011784543,0.0000044220865,0.000006553022,0.00000892426,0.000026320606,0.0020039196,0.00006250453,3.368538e-7,0.1992175,0.7985652],"study_design_scores_gemma":[0.00013401857,0.00007802142,0.00034891337,0.000008492143,0.000007314933,0.00001419129,0.0000011059952,0.0042223576,0.000020961505,0.000010833831,0.9949589,0.00019490957],"about_ca_topic_score_codex":0.00023872551,"about_ca_topic_score_gemma":0.000022295511,"teacher_disagreement_score":0.7983703,"about_ca_system_score_codex":0.0001322089,"about_ca_system_score_gemma":0.0000050453136,"threshold_uncertainty_score":0.5644736},"labels":[],"label_agreement":null},{"id":"W4406528200","doi":"10.1080/10095020.2024.2449453","title":"Constructing intertidal topography for sandy beaches by combining Sentinel-2 imagery and water level data","year":2025,"lang":"en","type":"article","venue":"Geo-spatial Information Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"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":"Natural Science Foundation of Jiangsu Province; Ministry of Natural Resources","keywords":"Intertidal zone; Geology; Oceanography; Remote sensing; Physical geography; Geography","score_opus":0.019169810375671184,"score_gpt":0.25069062498247,"score_spread":0.23152081460679885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406528200","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":[0.728525,0.0000056016625,0.26341248,0.0005223701,0.0003783459,0.0003369727,0.0002501868,0.000048220412,0.006520864],"genre_scores_gemma":[0.99750215,0.0000026101723,0.0018028376,0.00028968757,0.00001001645,0.000014163672,0.00029985394,0.0000028325676,0.00007585094],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987076,0.000014137093,0.00038941376,0.0002621012,0.00028145473,0.00034530408],"domain_scores_gemma":[0.9993772,0.00007226319,0.00011131104,0.00032874322,0.00003582704,0.00007464848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010536514,0.000117720025,0.00013018653,0.00014113575,0.00045953738,0.00039400923,0.0005357607,0.000038935712,0.000056641216],"category_scores_gemma":[0.0001620943,0.00009422206,0.000023934577,0.00033008057,0.00047948136,0.003670595,0.0013292674,0.0000825962,0.0000291282],"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":[0.000101772246,0.000056809313,0.47415563,0.000221913,0.00003146525,6.6346354e-7,0.004234285,0.00034838356,0.0272061,0.00084043364,0.010225514,0.482577],"study_design_scores_gemma":[0.0013400327,0.00005511492,0.035955057,0.0000946622,0.000029991623,0.000024292996,0.0036221256,0.9297447,0.013225438,0.00067131734,0.014724146,0.0005130837],"about_ca_topic_score_codex":0.0011210256,"about_ca_topic_score_gemma":0.00049429573,"teacher_disagreement_score":0.92939633,"about_ca_system_score_codex":0.00006945655,"about_ca_system_score_gemma":0.000024700941,"threshold_uncertainty_score":0.38422638},"labels":[],"label_agreement":null},{"id":"W4406529063","doi":"10.1016/0967-0653(96)82538-5","title":"10.1016/0967-0653(96)82538-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Salt marsh; Intertidal zone; Marsh; Distribution (mathematics); Ecology; Geography; Population; Oceanography; Biology; Geology; Wetland; Demography; Mathematics; Sociology","score_opus":0.0032951489896753264,"score_gpt":0.14783715392536848,"score_spread":0.14454200493569314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406529063","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":[0.008847782,0.00000604934,0.000002871997,0.00015106164,0.000002358825,0.00019221527,0.000023806291,0.000108597706,0.99066526],"genre_scores_gemma":[0.0026518349,1.3966786e-7,0.0001230138,0.00003659573,0.00005156797,0.000015594847,0.000018713767,0.000023381484,0.99707913],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890184,0.000029861858,0.00017880822,0.00029770719,0.0002469611,0.00034481438],"domain_scores_gemma":[0.9993978,0.000025681073,0.000025963973,0.00034701126,0.0000035448531,0.00019999697],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014599283,0.00014641482,0.00014456623,0.000024807792,0.000093961215,0.000040691175,0.000298022,0.000056448087,0.9994613],"category_scores_gemma":[0.000013288362,0.00013874391,0.000055012883,0.0002192473,0.00003603662,0.00013957285,0.00016650838,0.000082417726,0.9995572],"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":[0.00004076037,0.00005194128,0.000011994652,0.0000043474756,0.000006535379,0.000009249095,0.000027397044,0.0018240542,0.000057379162,3.628907e-7,0.20262918,0.7953368],"study_design_scores_gemma":[0.0001350538,0.000079468264,0.00032755712,0.000008408716,0.0000072999683,0.00001515989,0.0000011455099,0.0040547675,0.00001994382,0.000011292058,0.9951445,0.00019543634],"about_ca_topic_score_codex":0.00023360518,"about_ca_topic_score_gemma":0.000023133109,"teacher_disagreement_score":0.79514134,"about_ca_system_score_codex":0.00013357459,"about_ca_system_score_gemma":0.000004989694,"threshold_uncertainty_score":0.5657813},"labels":[],"label_agreement":null},{"id":"W4406529267","doi":"10.1016/0967-0653(96)82570-1","title":"10.1016/0967-0653(96)82570-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Mangrove; Harbour; Habitat; Geography; Distribution (mathematics); Ecology; Fishery; Environmental science; Biology","score_opus":0.003303315734096983,"score_gpt":0.14798291549883028,"score_spread":0.1446795997647333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406529267","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":[0.010650901,0.000005958403,0.000003051505,0.00014793823,0.0000023327782,0.00019191083,0.000023751083,0.000108288805,0.98886585],"genre_scores_gemma":[0.0032572194,1.3354199e-7,0.00012068804,0.00003627822,0.000051365885,0.00001562332,0.000018868537,0.000023347427,0.9964765],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989047,0.00002985024,0.00017821764,0.00029723527,0.0002460596,0.00034394243],"domain_scores_gemma":[0.99940115,0.000024950883,0.000025917792,0.00034483877,0.000003571479,0.00019959624],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014558902,0.00014626574,0.00014437303,0.000024814137,0.000094011506,0.000040996543,0.00029709836,0.000056343823,0.9994646],"category_scores_gemma":[0.000013137597,0.00013865122,0.000054903616,0.0002201528,0.000036365705,0.00013932274,0.00016606525,0.00008116695,0.9995518],"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":[0.000043138632,0.000054725617,0.000013717941,0.0000046188266,0.0000069193247,0.000010073238,0.000029605086,0.0019281558,0.00005644374,3.7665407e-7,0.23026876,0.7675835],"study_design_scores_gemma":[0.00013533952,0.00007897972,0.0003506653,0.000008456232,0.000007289371,0.000015084675,0.0000011463524,0.0038605928,0.000019700352,0.0000106829675,0.99531657,0.00019548097],"about_ca_topic_score_codex":0.00022988737,"about_ca_topic_score_gemma":0.000018909,"teacher_disagreement_score":0.767388,"about_ca_system_score_codex":0.00013190841,"about_ca_system_score_gemma":0.000004957699,"threshold_uncertainty_score":0.5654032},"labels":[],"label_agreement":null},{"id":"W4406531664","doi":"10.1016/0967-0653(95)96479-o","title":"10.1016/0967-0653(95)96479-o","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Estuary; Sediment transport; Sediment; Environmental science; Hydrology (agriculture); Oceanography; Geology; Geomorphology; Geotechnical engineering","score_opus":0.003324850525818108,"score_gpt":0.14838296507620527,"score_spread":0.14505811455038717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406531664","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":[0.008032917,0.000009697808,0.0000024087065,0.00015277074,0.0000023294645,0.00019505876,0.000023344193,0.00010753882,0.9914739],"genre_scores_gemma":[0.0023132134,2.3178858e-7,0.00012081195,0.000035309804,0.000051130122,0.000015819809,0.000018474233,0.000023366712,0.9974216],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989056,0.000029653867,0.00017795461,0.0002972083,0.00024581305,0.00034379732],"domain_scores_gemma":[0.9994009,0.000025556388,0.000025868863,0.0003448859,0.0000035645226,0.00019923027],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014451967,0.00014617809,0.00014410383,0.000019421605,0.000092662805,0.000040599993,0.00029711064,0.00005628803,0.9994561],"category_scores_gemma":[0.000013046856,0.00013856145,0.00005490666,0.00022082696,0.00003585373,0.00013654001,0.00016564249,0.00008222987,0.99955785],"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":[0.00003848773,0.000048702892,0.000007994414,0.0000040708223,0.000006029481,0.000008696795,0.000023641422,0.0018571158,0.000060516653,2.7366715e-7,0.28300485,0.7149396],"study_design_scores_gemma":[0.000134279,0.000079101825,0.00030201318,0.000008393172,0.000007254502,0.000014807246,0.0000011415575,0.00489247,0.000014480895,0.000010821599,0.99434036,0.00019490239],"about_ca_topic_score_codex":0.00028193954,"about_ca_topic_score_gemma":0.000028423214,"teacher_disagreement_score":0.71474475,"about_ca_system_score_codex":0.00012876741,"about_ca_system_score_gemma":0.0000049106584,"threshold_uncertainty_score":0.5650372},"labels":[],"label_agreement":null},{"id":"W4406533261","doi":"10.1139/facets-2024-0080","title":"Protection of seabed sediments in Canada's marine conservation network for potential climate change mitigation co-benefit","year":2025,"lang":"en","type":"article","venue":"FACETS","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Seabed; Marine protected area; Climate change; Oceanography; Environmental science; Marine conservation; Fishery; Environmental resource management; Geology; Ecology; Biology","score_opus":0.00870728284422752,"score_gpt":0.21117196284324793,"score_spread":0.2024646799990204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406533261","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":[0.99630743,0.0000048703673,0.0009378137,0.00053711794,0.0002695191,0.0010932153,0.00007997047,0.000010394416,0.00075965346],"genre_scores_gemma":[0.9990837,0.000007121695,0.00028947002,0.00013746083,0.00002042254,0.00017169846,0.00013977996,0.000005452463,0.00014490218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999301,0.00001883953,0.00020750008,0.0001477149,0.00013176906,0.00019314817],"domain_scores_gemma":[0.9997683,0.000013486764,0.0000942668,0.00009086535,0.000009992516,0.00002304559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015467507,0.00007127292,0.00010962014,0.000024877078,0.000055076176,0.0000073516153,0.000059139853,0.000038920698,0.00008463423],"category_scores_gemma":[0.000007673467,0.00007655239,0.000018824861,0.00017365177,0.0000108373415,0.00008805017,0.00008007731,0.000039769235,0.00000507515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014333887,0.000033507782,0.9630752,0.00014171502,0.000012080198,0.0000010856058,0.00005603165,0.017772697,0.0034517292,0.00010023863,0.0014301112,0.0137822535],"study_design_scores_gemma":[0.00055323547,0.00002710835,0.81744343,0.000050743463,0.0000074262475,5.9990896e-7,0.000024762978,0.18004031,0.0007135521,0.00031349345,0.00075367204,0.000071642535],"about_ca_topic_score_codex":0.6611038,"about_ca_topic_score_gemma":0.9465648,"teacher_disagreement_score":0.285461,"about_ca_system_score_codex":0.00051739224,"about_ca_system_score_gemma":0.000031767377,"threshold_uncertainty_score":0.34115294},"labels":[],"label_agreement":null},{"id":"W4406533319","doi":"10.1016/0967-0653(95)91645-8","title":"10.1016/0967-0653(95)91645-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Zostera marina; Estuary; Intraspecific competition; Seagrass; Zostera; Geography; Population; Ecology; Fishery; Oceanography; Environmental science; Biology; Habitat; Geology; Demography","score_opus":0.0033392467309327455,"score_gpt":0.14859469210383974,"score_spread":0.145255445372907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406533319","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":[0.0076764226,0.000009975445,0.0000024914873,0.00012653672,0.0000023197845,0.00019325981,0.000023174469,0.000107198044,0.9918586],"genre_scores_gemma":[0.00184244,2.3212897e-7,0.00012614162,0.000034156314,0.000052140174,0.000015566387,0.000018835022,0.000023155773,0.9978873],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989094,0.000029635938,0.0001774471,0.0002965132,0.0002453661,0.0003416062],"domain_scores_gemma":[0.9994025,0.00002509573,0.000025780928,0.00034425748,0.0000035496641,0.00019876848],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014200648,0.0001459997,0.0001437907,0.000019435762,0.00009416771,0.000040522213,0.00029668573,0.000056202378,0.9994916],"category_scores_gemma":[0.000012353506,0.00013717775,0.00005478631,0.0002207785,0.000035423807,0.00013940033,0.0001632265,0.00008181113,0.9995622],"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":[0.000038929207,0.000050511404,0.000007700397,0.0000041582534,0.00000631015,0.000009141333,0.000024742063,0.0016908016,0.000063261294,3.5980145e-7,0.254186,0.74391806],"study_design_scores_gemma":[0.00013307728,0.00007731847,0.00027851082,0.000008407265,0.000007263914,0.000014813503,0.0000011042176,0.0046857786,0.000015582627,0.000011522689,0.9945719,0.00019470642],"about_ca_topic_score_codex":0.00024356808,"about_ca_topic_score_gemma":0.000025300411,"teacher_disagreement_score":0.7437234,"about_ca_system_score_codex":0.00012830016,"about_ca_system_score_gemma":0.000004882804,"threshold_uncertainty_score":0.55939466},"labels":[],"label_agreement":null},{"id":"W4406533620","doi":"10.1016/0967-0653(94)92408-2","title":"10.1016/0967-0653(94)92408-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Cladophora; Bay; Nutrient; Environmental science; Danish; Ecology; Oceanography; Biology; Algae; Geology","score_opus":0.0033274758786014927,"score_gpt":0.1486423503540967,"score_spread":0.1453148744754952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406533620","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":[0.007969811,0.000006895312,0.000003083864,0.00013723028,0.000002316317,0.00019434064,0.000023261675,0.00010859661,0.99155444],"genre_scores_gemma":[0.0025304533,1.4417466e-7,0.00012443829,0.000035197983,0.000051197054,0.000015755217,0.000018441138,0.000023373643,0.997201],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989018,0.000029868856,0.00017851265,0.00029830827,0.00024675482,0.00034474966],"domain_scores_gemma":[0.9994,0.000025475772,0.000026006977,0.00034648122,0.0000035817782,0.00019840998],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014608212,0.00014601374,0.00014476189,0.000024823084,0.00009364965,0.00004068259,0.000298072,0.000056459274,0.99944586],"category_scores_gemma":[0.000012896958,0.00013872652,0.000054948097,0.00022222032,0.000036051737,0.00013969275,0.00016583817,0.00008238642,0.9995626],"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":[0.000041162144,0.000051629755,0.000009490006,0.0000044037915,0.000006580088,0.000009387221,0.00002698793,0.001963334,0.00006147682,3.4469454e-7,0.19579285,0.80203235],"study_design_scores_gemma":[0.00013740915,0.0000792105,0.0003856207,0.000008648029,0.0000073511765,0.0000148864565,0.0000010666,0.004170138,0.000015920692,0.000011290387,0.994973,0.00019546528],"about_ca_topic_score_codex":0.00024173898,"about_ca_topic_score_gemma":0.000026187558,"teacher_disagreement_score":0.8018369,"about_ca_system_score_codex":0.00013217833,"about_ca_system_score_gemma":0.00000499624,"threshold_uncertainty_score":0.56571037},"labels":[],"label_agreement":null},{"id":"W4406534660","doi":"10.1016/0967-0653(93)93867-q","title":"10.1016/0967-0653(93)93867-q","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"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":"Macrocystis pyrifera; Kelp; Biology; Ecology","score_opus":0.002934705099309403,"score_gpt":0.1437374557599495,"score_spread":0.1408027506606401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406534660","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":[0.007887415,0.000006292757,0.0000031630427,0.00014343386,0.000002383764,0.00019636656,0.000023715073,0.00015391846,0.9915833],"genre_scores_gemma":[0.0032210506,1.4205209e-7,0.0001275642,0.000037824007,0.00005107473,0.000015943533,0.00001895106,0.00002370223,0.9965038],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988895,0.00003004352,0.00018060439,0.00030115442,0.00024998497,0.00034872847],"domain_scores_gemma":[0.99939233,0.00002588469,0.00002626474,0.00034932967,0.0000036388435,0.00020253527],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014661213,0.00014830031,0.000146299,0.000025145097,0.00009494178,0.0000411798,0.00030161403,0.000057164645,0.9992749],"category_scores_gemma":[0.000013280019,0.00014055386,0.000055809865,0.00022314597,0.000036465262,0.00014133529,0.0001681166,0.00008340824,0.9995455],"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":[0.00004201337,0.000052166648,0.000009330366,0.0000043192877,0.0000066235634,0.000009398127,0.00002764386,0.0019867618,0.000056068828,3.4778577e-7,0.25772,0.74008536],"study_design_scores_gemma":[0.00013730131,0.00008051985,0.0003557905,0.0000086068085,0.000007344349,0.000015061002,0.000001165382,0.0054011773,0.000016122334,0.0000089711575,0.99377024,0.00019771326],"about_ca_topic_score_codex":0.00024556683,"about_ca_topic_score_gemma":0.000025513433,"teacher_disagreement_score":0.7398876,"about_ca_system_score_codex":0.00013257573,"about_ca_system_score_gemma":0.0000050691897,"threshold_uncertainty_score":0.573162},"labels":[],"label_agreement":null},{"id":"W4406537767","doi":"10.1016/s0967-0653(98)82069-3","title":"10.1016/s0967-0653(98)82069-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Indus; Mangrove; Delta; Mangrove ecosystem; Ecosystem; Tidal flat; Flux (metallurgy); Environmental science; Organic matter; River delta; Water resource management; Hydrology (agriculture); Geology; Ecology; Biology; Geomorphology; Sediment; Chemistry; Physics","score_opus":0.0034578329263599693,"score_gpt":0.15165890627927878,"score_spread":0.1482010733529188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406537767","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":[0.0045168693,0.0000058821493,0.0000025284987,0.00014314745,0.0000021005828,0.00018966522,0.00002024728,0.0001057436,0.99501383],"genre_scores_gemma":[0.0011711138,1.6106442e-7,0.00012703308,0.00003300929,0.000051628766,0.000015200515,0.000014890045,0.00002300059,0.99856395],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892366,0.000029048682,0.00017498038,0.00029115274,0.00024480958,0.000336376],"domain_scores_gemma":[0.9994136,0.000023744278,0.000025561563,0.00033842525,0.0000035841483,0.00019504916],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014418924,0.00014403026,0.0001541252,0.000024676237,0.00008963977,0.000039858154,0.00029198718,0.000055995533,0.9997897],"category_scores_gemma":[0.000012707994,0.00013632292,0.00005434136,0.00021375479,0.00003531618,0.00013525528,0.00016465953,0.000081832695,0.999875],"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":[0.00004003423,0.000046088688,0.0000027621616,0.0000039838037,0.0000059977497,0.00000839201,0.0000241039,0.0015517373,0.000029751629,2.918444e-7,0.30618653,0.69210035],"study_design_scores_gemma":[0.0001412295,0.000077625584,0.00017785367,0.000008550622,0.0000074360523,0.00001243591,0.0000011288774,0.0035733716,0.000016273152,0.000010716375,0.99578154,0.00019186243],"about_ca_topic_score_codex":0.00028226606,"about_ca_topic_score_gemma":0.000027242788,"teacher_disagreement_score":0.6919085,"about_ca_system_score_codex":0.0001315118,"about_ca_system_score_gemma":0.0000050001563,"threshold_uncertainty_score":0.55590874},"labels":[],"label_agreement":null},{"id":"W4406538004","doi":"10.1016/s0967-0653(98)84924-7","title":"10.1016/s0967-0653(98)84924-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"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":"Bay; Mangrove; Phosphorus; Distribution (mathematics); Environmental science; Geography; Fishery; Mathematics; Biology; Chemistry; Archaeology","score_opus":0.0034570590973967965,"score_gpt":0.15164787780157385,"score_spread":0.14819081870417705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406538004","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":[0.0052327206,0.0000057305706,0.0000023977416,0.00013842931,0.0000021153926,0.00018937764,0.000020294734,0.000105646315,0.9943033],"genre_scores_gemma":[0.0011298544,1.4936505e-7,0.0001346148,0.000031689327,0.000053009182,0.000011948866,0.000014748144,0.000023015697,0.99860096],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892575,0.0000293503,0.00017512352,0.00029107634,0.00024260796,0.000336124],"domain_scores_gemma":[0.99941355,0.000024478932,0.000025579335,0.00033821104,0.0000035742444,0.00019457703],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014421488,0.00014396942,0.00014739104,0.000024563335,0.00008931247,0.000039540577,0.00029151764,0.000055947414,0.9997968],"category_scores_gemma":[0.000012682864,0.000136246,0.000054205957,0.00021532465,0.000035805893,0.00013233736,0.00016410943,0.000081957805,0.9998728],"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":[0.000040167397,0.00004555117,0.0000022805689,0.0000039845354,0.0000062467416,0.000008390931,0.000029458874,0.0015731878,0.000029358202,2.933849e-7,0.31639573,0.6818654],"study_design_scores_gemma":[0.00014035717,0.00007579292,0.00017510238,0.00000856046,0.000007466001,0.00001258491,0.0000014702457,0.0035356097,0.000016217404,0.00001110604,0.99582386,0.00019185386],"about_ca_topic_score_codex":0.0002718838,"about_ca_topic_score_gemma":0.000026903504,"teacher_disagreement_score":0.6816735,"about_ca_system_score_codex":0.00013003718,"about_ca_system_score_gemma":0.0000049699343,"threshold_uncertainty_score":0.55559504},"labels":[],"label_agreement":null},{"id":"W4406588178","doi":"10.1016/s0967-0653(98)86079-1","title":"10.1016/s0967-0653(98)86079-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"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":"Phragmites; Intertidal zone; Marsh; Biodiversity; Estuary; Salt marsh; Geography; Ecology; Environmental science; Wetland; Biology","score_opus":0.003459347358173092,"score_gpt":0.1516855033232088,"score_spread":0.1482261559650357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406588178","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":[0.0041517657,0.0000061357387,0.0000024695842,0.00013881567,0.0000020872665,0.0001937113,0.000020450838,0.00010860155,0.995376],"genre_scores_gemma":[0.0011391324,1.4449934e-7,0.00013396969,0.000032359054,0.000052686108,0.0000145158165,0.00001547,0.000023619516,0.9985881],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890983,0.000030296957,0.0001777102,0.00029598814,0.00024536304,0.00034079287],"domain_scores_gemma":[0.99939954,0.00002522935,0.000026099353,0.00034733774,0.0000036464792,0.00019811488],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014715224,0.00014687318,0.0001501796,0.000025173229,0.00009072048,0.000040016177,0.00029989425,0.000057064848,0.9997997],"category_scores_gemma":[0.000013045505,0.00013924229,0.00005531497,0.0002185174,0.000035894314,0.00013725094,0.00017132655,0.00008294949,0.99988306],"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":[0.000039931456,0.000045466124,0.0000022873653,0.0000036897093,0.0000064702326,0.000008157802,0.00002260642,0.0014521341,0.0000327836,2.6163102e-7,0.33035445,0.66803175],"study_design_scores_gemma":[0.00014287424,0.00007783216,0.00019052454,0.000008520856,0.000007961133,0.000013020016,0.000001046714,0.0035667934,0.000019702638,0.000010498111,0.9957655,0.00019571677],"about_ca_topic_score_codex":0.00030531173,"about_ca_topic_score_gemma":0.00003066528,"teacher_disagreement_score":0.667836,"about_ca_system_score_codex":0.00012882848,"about_ca_system_score_gemma":0.000005162191,"threshold_uncertainty_score":0.5678136},"labels":[],"label_agreement":null},{"id":"W4406767614","doi":"10.1061/jwped5.wweng-2182","title":"Wave Interactions with <i>Spartina alterniflora</i> on a Living Dyke Model: New Insights into the Use of Scaled Surrogate Meadows","year":2025,"lang":"en","type":"article","venue":"Journal of Waterway Port Coastal and Ocean Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; National Research Council Canada; University of Ottawa; Institut National de la Recherche Scientifique","funders":"","keywords":"Spartina alterniflora; Environmental science; Ecology; Geology; Marsh; Biology; Wetland","score_opus":0.011289240030875586,"score_gpt":0.18883222389544502,"score_spread":0.17754298386456943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406767614","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":[0.9689439,0.00002271191,0.030391786,0.00017934626,0.00015141835,0.00009590638,0.000002703813,0.00001308443,0.00019917727],"genre_scores_gemma":[0.9972977,0.00004190993,0.0014989823,0.000041483996,0.0000367205,6.7801903e-7,0.0000013504225,0.000015353611,0.001065805],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989906,0.000017115422,0.00042980985,0.0001391075,0.00024278784,0.00018060436],"domain_scores_gemma":[0.9994053,0.000099082696,0.0001961723,0.00014740087,0.000030803654,0.00012120225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016835678,0.00016582436,0.0002482711,0.000105244115,0.00007178295,0.00007014793,0.00012541955,0.000030320258,0.000014619456],"category_scores_gemma":[0.000032525306,0.000097584234,0.00007227744,0.00016416472,0.000040965275,0.00049998594,0.000202301,0.00023569517,0.0000017983532],"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":[0.00013779572,0.000069319205,0.015088068,0.000059100443,0.000086108084,0.000047502235,0.0024464766,0.97179127,0.0074198497,0.00004102795,0.00036077359,0.0024526946],"study_design_scores_gemma":[0.0006017497,0.00035235388,0.01117751,0.0011956571,0.00010717869,0.000194947,0.00027942407,0.9763031,0.004531402,0.0001533069,0.0048347474,0.0002686035],"about_ca_topic_score_codex":0.00023297059,"about_ca_topic_score_gemma":0.0012873041,"teacher_disagreement_score":0.028892804,"about_ca_system_score_codex":0.000058284044,"about_ca_system_score_gemma":0.000022578637,"threshold_uncertainty_score":0.39793697},"labels":[],"label_agreement":null},{"id":"W4406793001","doi":"10.1016/j.biocon.2025.110985","title":"A case study from a critical stopover site in the East Asian-Australasian Flyway provides lessons for optimal high-tide roost management to support shorebird conservation","year":2025,"lang":"en","type":"article","venue":"Biological Conservation","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Muskoka Community Foundation; National Natural Science Foundation of China","keywords":"Flyway; Geography; Ecology; Biology","score_opus":0.04605942507372283,"score_gpt":0.30405246914748746,"score_spread":0.2579930440737646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406793001","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":[0.9692496,0.0000022222398,0.007049437,0.020344151,0.00011848522,0.0025764697,0.00022031272,0.000050556875,0.00038877304],"genre_scores_gemma":[0.99346685,9.203629e-7,0.0032143772,0.0022618724,0.000026713402,0.0006434696,0.00019987732,0.000008378533,0.00017755662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981919,0.0002352625,0.00045719353,0.0005658784,0.00020554978,0.0003442447],"domain_scores_gemma":[0.9991417,0.00037800203,0.00006511527,0.00031597682,0.00002583786,0.000073383584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007304739,0.00020636829,0.00023513888,0.00005726293,0.00021795776,0.00012161311,0.00026833487,0.00011834211,0.0001437195],"category_scores_gemma":[0.0002907289,0.0001462498,0.000061193256,0.00042336955,0.00009925934,0.00017593145,0.00021162108,0.00013321731,0.000051962066],"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":[0.00047010317,0.0008801053,0.97523785,0.00004265252,0.000041560867,0.00075086957,0.0017660329,0.0004277913,0.001094958,0.006329802,0.0049996334,0.007958636],"study_design_scores_gemma":[0.0010126802,0.0007879889,0.9747814,0.00003941772,0.00006347452,0.000046558504,0.010522591,0.0076292064,0.00001800051,0.0013456278,0.0034853336,0.0002677169],"about_ca_topic_score_codex":0.005060248,"about_ca_topic_score_gemma":0.042812325,"teacher_disagreement_score":0.037752077,"about_ca_system_score_codex":0.00021617087,"about_ca_system_score_gemma":0.000019759886,"threshold_uncertainty_score":0.97465384},"labels":[],"label_agreement":null},{"id":"W4406884599","doi":"10.1101/2025.01.27.635011","title":"Passive symplastic phloem loading in the duckweed <i>Spirodela polyrhiza</i>","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Institute of Aging","funders":"","keywords":"Phloem; Botany; Biology","score_opus":0.006775613844923327,"score_gpt":0.19282280454436612,"score_spread":0.18604719069944278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406884599","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":[0.99264514,0.00021203414,0.0021930025,0.0006563364,0.0016732853,0.0013650664,0.00038570297,0.00026352596,0.00060592795],"genre_scores_gemma":[0.99834496,0.000073351664,0.00056280906,0.00046195198,0.00017372755,0.00028057338,6.393897e-7,0.00006650004,0.00003548525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99627924,0.00026884527,0.00071403687,0.0012380511,0.0006461497,0.0008536984],"domain_scores_gemma":[0.99752116,0.00028010615,0.00038842394,0.0015801291,0.000043309345,0.00018685265],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078472163,0.00067097996,0.00061318214,0.00021855006,0.00024252998,0.00028452158,0.0015257451,0.00048701072,0.00016231442],"category_scores_gemma":[0.00023498079,0.00058569235,0.00018864869,0.0010549015,0.00014862907,0.0001930224,0.0018206359,0.0011212707,0.0003966228],"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":[0.00025849676,0.0016946121,0.6023789,0.0027725454,0.00054026005,0.001349061,0.0006219195,0.042086083,0.33389223,0.004673322,0.009665611,0.00006697686],"study_design_scores_gemma":[0.002390854,0.00017364547,0.8878305,0.0032187738,0.00054819544,3.8507667e-7,0.00008529893,0.06273681,0.022125004,0.00007594845,0.016462361,0.0043522543],"about_ca_topic_score_codex":0.000886021,"about_ca_topic_score_gemma":0.00041268067,"teacher_disagreement_score":0.31176722,"about_ca_system_score_codex":0.0009491944,"about_ca_system_score_gemma":0.00019434838,"threshold_uncertainty_score":0.9996595},"labels":[],"label_agreement":null},{"id":"W4407629410","doi":"10.2139/ssrn.5141746","title":"Advancing Wetland Aboveground Biomass Mapping: Insights from High-Resolution Planetscope Data in the Mississippi River Delta","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Memorial University of Newfoundland","funders":"","keywords":"Delta; Environmental science; Biomass (ecology); River delta; Wetland; Remote sensing; Geography; Geology; Ecology; Oceanography; Biology; Physics","score_opus":0.011157101319615555,"score_gpt":0.2294842158739973,"score_spread":0.21832711455438175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407629410","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":[0.9587608,0.005673548,0.029698448,0.0012227398,0.0011149935,0.00069926935,0.000583251,0.000048064332,0.0021988696],"genre_scores_gemma":[0.99300456,0.0037445868,0.0007057897,0.00011347027,0.0003443344,0.000014326077,0.0015318139,0.000028312295,0.0005128081],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99512255,0.0004355684,0.00074644666,0.00092654186,0.00074476434,0.002024141],"domain_scores_gemma":[0.99773246,0.00021839497,0.000497876,0.0014174604,0.000014559235,0.00011924206],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018976734,0.0004716326,0.0004891183,0.00019750043,0.00036612968,0.0002550015,0.0029510478,0.0003595813,0.00011968718],"category_scores_gemma":[0.00008701914,0.00035154005,0.000104826715,0.00037231157,0.00010344396,0.0004252191,0.0027269276,0.0038736179,0.00008382257],"study_design_candidate":"observational","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":[0.0020133643,0.0029191042,0.6262762,0.0013179932,0.0046822103,0.0013783387,0.018227572,0.13154586,0.0070407228,0.014895719,0.020207334,0.16949557],"study_design_scores_gemma":[0.003938864,0.00029923764,0.2050941,0.0016855933,0.00051065296,0.0006964685,0.0049734926,0.16776474,0.00003287992,0.53321594,0.07938068,0.002407379],"about_ca_topic_score_codex":0.03594229,"about_ca_topic_score_gemma":0.30868295,"teacher_disagreement_score":0.5183202,"about_ca_system_score_codex":0.0032347946,"about_ca_system_score_gemma":0.000987062,"threshold_uncertainty_score":0.99989367},"labels":[],"label_agreement":null},{"id":"W4407774429","doi":"10.1007/s00027-025-01172-4","title":"Environmental heterogeneity drives the spatial distribution of macrobenthos in the Yellow River Delta wetland","year":2025,"lang":"en","type":"article","venue":"Aquatic Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Macrobenthos; Wetland; Delta; Spatial distribution; River delta; Environmental science; Spatial heterogeneity; Distribution (mathematics); Hydrology (agriculture); Geology; Physical geography; Ecology; Oceanography; Geography; Remote sensing; Biomass (ecology); Biology","score_opus":0.007788896250376897,"score_gpt":0.22806965519371955,"score_spread":0.22028075894334265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407774429","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":[0.9952444,0.000034014844,0.0026733354,0.0006107969,0.00011238756,0.000274582,0.000027558766,0.000004716249,0.0010182058],"genre_scores_gemma":[0.999755,0.000021761532,0.000060110626,0.00009090156,0.000008465101,0.00001406498,0.000009711448,0.0000017366581,0.000038222945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877673,0.0001582541,0.00022988218,0.00022938775,0.0003976856,0.00020807706],"domain_scores_gemma":[0.999434,0.00022615003,0.000086237196,0.0002331895,0.0000010418973,0.000019390207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086282246,0.00009409063,0.00010457135,0.00002175308,0.00025250917,0.000039999868,0.0006398356,0.0000288614,0.00009398046],"category_scores_gemma":[0.00004911396,0.000050336315,0.000049417373,0.00035523737,0.001022949,0.000118768505,0.00024325092,0.00006843617,0.00004509013],"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":[0.0000066608177,0.00006878068,0.98930687,0.0000053883864,0.0000049178307,0.0000013654098,0.0008521083,0.0017095928,0.00095934875,0.00014051313,0.00017769389,0.0067667393],"study_design_scores_gemma":[0.00016501486,0.000050413517,0.92410797,0.00002151913,0.000013433576,0.0000035378275,0.0008137622,0.07241893,0.00063044875,0.001230986,0.00046907185,0.00007490932],"about_ca_topic_score_codex":0.0037152215,"about_ca_topic_score_gemma":0.014992143,"teacher_disagreement_score":0.07070933,"about_ca_system_score_codex":0.000075672295,"about_ca_system_score_gemma":0.000012981965,"threshold_uncertainty_score":0.8365967},"labels":[],"label_agreement":null},{"id":"W4407797909","doi":"10.2139/ssrn.5145848","title":"Seasonal and Inter-Annual Changes in Wave Attenuation by a Constructed Salt Marsh on a Sloping Bed","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"National Research Council Canada","funders":"","keywords":"Salt marsh; Attenuation; Geology; Marsh; Environmental science; Hydrology (agriculture); Oceanography; Ecology; Geotechnical engineering; Wetland; Biology; Physics","score_opus":0.005640148388190755,"score_gpt":0.21640802961385325,"score_spread":0.21076788122566248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407797909","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":[0.9935782,0.00034282234,0.002593499,0.0016394218,0.0004152335,0.00041086576,0.00020226001,0.000028295679,0.0007893935],"genre_scores_gemma":[0.99728477,0.0013366159,0.000107060754,0.000126777,0.00008677389,0.00002413004,0.000084942556,0.000019638253,0.0009292813],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972127,0.00018232445,0.00036578393,0.00049711805,0.00035546196,0.0013865811],"domain_scores_gemma":[0.99933136,0.00007875407,0.00028790341,0.00018688056,0.000019354946,0.0000957511],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010864736,0.00030623155,0.0003565345,0.0001645376,0.00011457248,0.00008891121,0.00026496028,0.00024259531,0.000114232025],"category_scores_gemma":[0.00006715262,0.00030070698,0.00007273406,0.00017314489,0.000078245466,0.000098184224,0.00075098575,0.0028237319,0.000013644449],"study_design_candidate":"design_other","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":[0.0008262197,0.000411506,0.32146865,0.0003875904,0.00068981154,0.00007505543,0.002828446,0.0016438187,0.0017755904,0.006614557,0.0020215379,0.6612572],"study_design_scores_gemma":[0.016429374,0.0043674186,0.15620601,0.010794304,0.00074050814,0.0046088537,0.018315112,0.26313367,0.00077381794,0.5103196,0.007187028,0.0071242917],"about_ca_topic_score_codex":0.000562793,"about_ca_topic_score_gemma":0.048379917,"teacher_disagreement_score":0.6541329,"about_ca_system_score_codex":0.00344066,"about_ca_system_score_gemma":0.00046977107,"threshold_uncertainty_score":0.9999445},"labels":[],"label_agreement":null},{"id":"W4407869779","doi":"10.1093/fshmag/vuae032","title":"Habitat management and restoration as missing pieces in flats ecosystems conservation and the fishes and fisheries that they support","year":2025,"lang":"en","type":"article","venue":"Fisheries","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Carleton University; Fisheries and Oceans Canada","funders":"","keywords":"Habitat; Fishery; Fisheries management; Restoration ecology; Ecosystem; Environmental resource management; Geography; Environmental science; Ecology; Biology; Fishing","score_opus":0.008817317552669268,"score_gpt":0.20015508832010376,"score_spread":0.1913377707674345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407869779","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":[0.97306037,0.00016596491,0.000072793395,0.008980969,0.00014422803,0.00042738084,0.000007723338,0.000027956228,0.01711259],"genre_scores_gemma":[0.9968556,0.00028341377,0.00019359095,0.00033108957,0.000009661813,0.000048801277,0.000016774644,0.0000076000433,0.0022534765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991686,0.00009374004,0.00021004169,0.00023261103,0.00014134098,0.0001536742],"domain_scores_gemma":[0.9995975,0.0001342251,0.00007351359,0.00015717404,0.000005264498,0.000032350195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042564838,0.00013414126,0.00017744317,0.000039110397,0.00024023847,0.0003169764,0.0000808381,0.00005340308,0.000053785265],"category_scores_gemma":[0.00004829577,0.00010009366,0.000014054024,0.000101286656,0.00023497202,0.0005398686,0.00025764212,0.00006499117,0.0000050175663],"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":[0.0000956025,0.000007989266,0.9854577,0.00015198145,0.000013825795,0.000005466947,0.0026060021,0.000012323159,0.000020168485,0.0005273094,0.0048657586,0.0062358454],"study_design_scores_gemma":[0.0008996283,0.000047206537,0.9327004,0.00013867256,0.000026956752,0.000019958163,0.00420794,0.007989812,0.000029016806,0.0074026287,0.046360422,0.00017734374],"about_ca_topic_score_codex":0.0026063805,"about_ca_topic_score_gemma":0.10318451,"teacher_disagreement_score":0.10057813,"about_ca_system_score_codex":0.000055172422,"about_ca_system_score_gemma":0.0000070222377,"threshold_uncertainty_score":0.91318005},"labels":[],"label_agreement":null},{"id":"W4407895407","doi":"10.3389/fsybi.2025.1517337","title":"Assessing changes to the root biofilm microbial community on an engineered floating wetland upon exposure to a controlled diluted bitumen spill","year":2025,"lang":"en","type":"article","venue":"Frontiers in Synthetic Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg; National Research Council Canada; University of Manitoba; International Institute for Sustainable Development","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Genome Canada","keywords":"Biofilm; Wetland; Environmental science; Microbial population biology; Environmental chemistry; Ecology; Chemistry; Biology; Bacteria","score_opus":0.009333577186342127,"score_gpt":0.24194398379887974,"score_spread":0.23261040661253762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407895407","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":[0.97661537,0.000034847642,0.01642698,0.0033518588,0.0013266472,0.0009574351,0.000043898253,0.00005362227,0.0011893659],"genre_scores_gemma":[0.9956047,0.0000032827932,0.003454409,0.0006572481,0.000045817924,0.00008715347,0.000028813402,0.000016904494,0.000101671925],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99786973,0.0008414777,0.00033255955,0.00037525324,0.000095348405,0.00048562768],"domain_scores_gemma":[0.99897486,0.00023411814,0.00008038115,0.00059369305,0.0000103957445,0.00010652906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012105,0.00024064636,0.0004896877,0.00021420667,0.00030112642,0.00007744967,0.0006218447,0.00017874419,0.00005800373],"category_scores_gemma":[0.0003024136,0.00017276917,0.00005637687,0.00046872222,0.00007717735,0.00005227051,0.00039959652,0.00034855297,0.000035688554],"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":[0.0022796807,0.0008497526,0.29754058,0.00010756814,0.000266147,0.000023899502,0.008548714,0.038563386,0.4385087,0.0003237503,0.008025618,0.20496221],"study_design_scores_gemma":[0.030916058,0.008413849,0.53307915,0.0026136073,0.0004904912,0.000099357356,0.028390408,0.25331134,0.034658533,0.003996597,0.09873295,0.0052976683],"about_ca_topic_score_codex":0.0016058204,"about_ca_topic_score_gemma":0.025473215,"teacher_disagreement_score":0.40385017,"about_ca_system_score_codex":0.00030776556,"about_ca_system_score_gemma":0.00001650637,"threshold_uncertainty_score":0.99230933},"labels":[],"label_agreement":null},{"id":"W4407903940","doi":"10.3390/land14030456","title":"Legacy Vegetation and Drainage Features Influence Sediment Dynamics and Tidal Wetland Recovery After Managed Dyke Realignment","year":2025,"lang":"en","type":"article","venue":"Land","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University; CB Wetlands & Environmental Specialists","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wetland; Sediment; Vegetation (pathology); Hydrology (agriculture); Drainage; Geology; Environmental science; Geomorphology; Ecology; Geotechnical engineering","score_opus":0.0016258957800307917,"score_gpt":0.18562448908987228,"score_spread":0.1839985933098415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407903940","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":[0.98611045,0.00015666086,0.00043089283,0.00039162283,0.00010504032,0.0002791253,0.000014752412,0.00002826474,0.0124831665],"genre_scores_gemma":[0.9974231,0.00007466555,0.00026130033,0.00026055652,0.00001358248,0.000030092684,0.0000230577,0.000008867779,0.0019047401],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991008,0.000040819876,0.0001635769,0.000325652,0.00016153332,0.00020762716],"domain_scores_gemma":[0.99963105,0.000053353207,0.000049491882,0.00018979632,0.0000046211167,0.00007167511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001813118,0.00014849858,0.00014573515,0.000048664748,0.00011089263,0.00017700758,0.00007762839,0.00006989117,0.000026422473],"category_scores_gemma":[0.000015673806,0.00012911033,0.000020849664,0.00011219951,0.000071497,0.00036027218,0.00027547622,0.000098387194,0.00001473632],"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":[0.00019393103,0.000042856,0.97379065,0.00021588989,0.00003845888,0.000053115324,0.00036293565,0.0015135454,0.00047910697,0.0005045244,0.0001699039,0.022635069],"study_design_scores_gemma":[0.00053305377,0.00006523634,0.98865134,0.000089733665,0.00003125308,0.000017559056,0.00008830946,0.0074671786,0.000033058815,0.0022925015,0.00056539715,0.00016537246],"about_ca_topic_score_codex":0.0018473011,"about_ca_topic_score_gemma":0.038894333,"teacher_disagreement_score":0.037047032,"about_ca_system_score_codex":0.00016534366,"about_ca_system_score_gemma":0.0000059575545,"threshold_uncertainty_score":0.97864336},"labels":[],"label_agreement":null},{"id":"W4408121598","doi":"10.1017/inp.2025.8","title":"Suppression efficacy of remotely piloted aircraft systems–based herbicide application on invasive <i>Phragmites australis</i> in wetlands","year":2025,"lang":"en","type":"article","venue":"Invasive Plant Science and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Phragmites; Wetland; Invasive species; Environmental science; Ecology; Biology","score_opus":0.009096298403305027,"score_gpt":0.22650421900531512,"score_spread":0.21740792060201009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408121598","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":[0.9849114,0.000017829761,0.00090307725,0.00044700693,0.00018937487,0.0013400053,0.000045975947,0.000036685073,0.012108674],"genre_scores_gemma":[0.9990585,0.00009456342,0.00022174222,0.0002901463,0.000006902887,0.000058437778,0.000035075373,0.000006319888,0.00022834007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801606,0.000053104894,0.0003826596,0.000595409,0.00060234003,0.00035045648],"domain_scores_gemma":[0.9990548,0.00027262303,0.00015651737,0.00039907088,0.000026536314,0.00009046347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061922934,0.00018427054,0.00023533426,0.00035647262,0.0001608603,0.00006500708,0.0004623134,0.000053769618,0.0000152294615],"category_scores_gemma":[0.00012385752,0.00015666577,0.000029415989,0.0010749607,0.00027888635,0.00021373358,0.000396906,0.000096905285,0.000029722805],"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":[0.0011107891,0.0015323508,0.46664518,0.0030623814,0.000086950575,0.0002600914,0.00093890337,0.16102362,0.32335937,0.014450538,0.01148099,0.016048836],"study_design_scores_gemma":[0.0039760065,0.00046645678,0.8575573,0.0036000973,0.00009333152,0.000014386815,0.0011736457,0.068005435,0.057999734,0.000785624,0.0055528143,0.0007751732],"about_ca_topic_score_codex":0.0013192028,"about_ca_topic_score_gemma":0.002952415,"teacher_disagreement_score":0.39091212,"about_ca_system_score_codex":0.00027902916,"about_ca_system_score_gemma":0.000051856186,"threshold_uncertainty_score":0.6388645},"labels":[],"label_agreement":null},{"id":"W4408158824","doi":"10.3389/ffgc.2025.1523229","title":"Halophyte adaptations in gray mangrove seedlings to salinity on the Persian Gulf coastline","year":2025,"lang":"en","type":"article","venue":"Frontiers in Forests and Global Change","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Halophyte; Mangrove; Persian; Salinity; Fishery; Oceanography; Biology; Botany; Geology","score_opus":0.013455648625763655,"score_gpt":0.23527525745145622,"score_spread":0.22181960882569257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408158824","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":[0.98440605,0.0001028702,0.002217483,0.0048961025,0.00058561814,0.0005925215,0.00012079051,0.000016436028,0.0070621273],"genre_scores_gemma":[0.99787563,0.000029944844,0.0005557413,0.0010515589,0.000027729737,0.00006148575,0.000010961806,0.000004941912,0.0003820069],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991651,0.00003579434,0.00015619645,0.0002519113,0.0001355048,0.0002554639],"domain_scores_gemma":[0.9997086,0.000023371273,0.000029978884,0.00016611417,0.000004409848,0.000067507055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020684798,0.00012273794,0.00014522253,0.00006217159,0.00008742366,0.00003230564,0.00017447425,0.000057963975,0.000021033517],"category_scores_gemma":[0.000041228617,0.00009349151,0.000029963865,0.00048693796,0.00006328919,0.0000831763,0.00019885284,0.000100760524,0.000025342744],"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":[0.00005508096,0.000042171992,0.98299205,0.000008797926,0.0000049012833,0.000008190081,0.0008112893,0.0003532734,0.0000013883304,0.001002351,0.00764067,0.0070798243],"study_design_scores_gemma":[0.00032428192,0.0000620088,0.97185475,0.00007704387,0.0000056088343,0.0000011293024,0.0010099454,0.0141941095,0.0000012739239,0.0049847094,0.0073676966,0.00011743715],"about_ca_topic_score_codex":0.004871693,"about_ca_topic_score_gemma":0.14042708,"teacher_disagreement_score":0.13555539,"about_ca_system_score_codex":0.000325821,"about_ca_system_score_gemma":0.0000068568615,"threshold_uncertainty_score":0.8752579},"labels":[],"label_agreement":null},{"id":"W4408477833","doi":"10.1016/j.dib.2025.111458","title":"Photophysiology data from smooth cordgrass (Sporobolus alterniflorus) measured in a North American saltmarsh using pulse amplitude modulated (PAM) fluorescence","year":2025,"lang":"en","type":"article","venue":"Data in Brief","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"National Oceanic and Atmospheric Administration; University of South Carolina","keywords":"Pulse (music); Salt marsh; Fluorescence; Amplitude; Remote sensing; Environmental science; Biology; Ecology; Optics; Geology; Physics","score_opus":0.037667192545313956,"score_gpt":0.2816606704227027,"score_spread":0.24399347787738876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408477833","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":[0.99295104,0.000032387285,0.0015315262,0.00005716937,0.0002417961,0.00043277102,0.0045947656,0.000044566335,0.00011399292],"genre_scores_gemma":[0.9882666,0.000053828626,0.0027060523,0.00020937259,0.00002785072,0.000010715672,0.008684712,0.00002469547,0.000016204434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693656,0.00019187655,0.0005901408,0.0013690145,0.000327232,0.00058519334],"domain_scores_gemma":[0.996182,0.00012260537,0.000197425,0.0033817368,0.000009380095,0.00010684612],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004480218,0.00027422872,0.0005107768,0.00011987949,0.000074599644,0.00006874934,0.0028592136,0.00007377788,0.00016714484],"category_scores_gemma":[0.00021937338,0.0002893223,0.000023312232,0.0012506276,0.00026199216,0.0006043195,0.0048775147,0.0002852268,0.000083971696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017714304,0.00021279058,0.9656471,0.00001997327,0.000024277735,0.00009912058,0.00006862888,0.0049663903,0.013431769,0.0000025485429,0.0005656002,0.014784666],"study_design_scores_gemma":[0.00045396396,0.00001456761,0.6656635,0.000045504516,0.00001264403,0.0000022122729,0.000029855604,0.3327791,0.00001910263,0.00004417601,0.00073438894,0.00020099324],"about_ca_topic_score_codex":0.30000442,"about_ca_topic_score_gemma":0.6280782,"teacher_disagreement_score":0.3280738,"about_ca_system_score_codex":0.00040091848,"about_ca_system_score_gemma":0.000065759305,"threshold_uncertainty_score":0.9999559},"labels":[],"label_agreement":null},{"id":"W4408484043","doi":"10.5194/egusphere-egu25-20214","title":"Multi-stable isotope tracing of elevated sulfate export from a forested headwater wetland following an induced flood pulse event","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; University of Waterloo","funders":"","keywords":"Wetland; Flood myth; Tracing; Sulfate; Environmental science; Event (particle physics); Stable isotope ratio; Hydrology (agriculture); Environmental chemistry; Geology; Chemistry; Ecology; Geography; Biology; Archaeology; Computer science; Physics; Geotechnical engineering; Nuclear physics","score_opus":0.023045536260128403,"score_gpt":0.26328062380165856,"score_spread":0.24023508754153017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408484043","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":[0.98875535,0.00001968077,0.0070398664,0.00005208594,0.00070347625,0.0013273362,0.00033461268,0.00015679821,0.0016107952],"genre_scores_gemma":[0.9921092,0.000010102932,0.0048332172,0.000038294387,0.000035200625,0.00011825207,0.00095411803,0.000051400155,0.0018502421],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9962252,0.00017379895,0.0011622605,0.0011932348,0.00057837385,0.00066715054],"domain_scores_gemma":[0.99808824,0.000064871245,0.00037355427,0.00119877,0.000027943119,0.000246592],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006278076,0.00058952946,0.00094773166,0.00015530363,0.00012519052,0.000110042834,0.00075817236,0.0005101349,0.0012873958],"category_scores_gemma":[0.000047937876,0.0005213581,0.00035547582,0.0002952288,0.00003316842,0.00035653875,0.0020999846,0.0005706486,0.00006608303],"study_design_candidate":"observational","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":[0.00024095876,0.0010371929,0.6911659,0.00038887025,0.0005261604,0.000117855285,0.003015937,0.033878926,0.26606235,0.000002685879,0.00012885801,0.0034342578],"study_design_scores_gemma":[0.0037616964,0.00021962666,0.390537,0.0013388781,0.0004025836,0.0000074653694,0.0010256823,0.54679215,0.053665712,0.00046071387,0.000111026515,0.0016774852],"about_ca_topic_score_codex":0.047101744,"about_ca_topic_score_gemma":0.05813195,"teacher_disagreement_score":0.5129132,"about_ca_system_score_codex":0.00040458955,"about_ca_system_score_gemma":0.000087637,"threshold_uncertainty_score":0.9997238},"labels":[],"label_agreement":null},{"id":"W4408555042","doi":"10.1016/j.jhydrol.2025.133116","title":"Saline sediment deposition in estuarine floodplains exacerbates vertical saltwater intrusion","year":2025,"lang":"en","type":"article","venue":"Journal of Hydrology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Saltwater intrusion; Estuary; Deposition (geology); Sediment; Hydrology (agriculture); Geology; Saline; Floodplain; Intrusion; Environmental science; Oceanography; Geomorphology; Aquifer; Geochemistry; Groundwater; Geotechnical engineering; Geography; Anesthesia","score_opus":0.003037817466198869,"score_gpt":0.21503621130694547,"score_spread":0.21199839384074662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408555042","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":[0.99394625,0.000052033225,0.0015963339,0.0030705256,0.0003484126,0.000076152945,5.0573465e-7,0.0000063320263,0.0009034271],"genre_scores_gemma":[0.9989244,0.00003851995,0.0005491515,0.00035750205,0.000028744047,0.0000018850035,0.000002714293,0.0000053390777,0.000091795104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898946,0.00008399901,0.00045353698,0.00012158059,0.0001477966,0.00020363241],"domain_scores_gemma":[0.9996983,0.00006166068,0.00007358135,0.00009965903,0.000008692174,0.000058120615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036525,0.0000894682,0.00021532839,0.000118031596,0.00003551327,0.000010067281,0.00013953864,0.00008307191,0.00033153215],"category_scores_gemma":[0.000038250684,0.00006954155,0.000049084436,0.00015614735,0.000047616322,0.000107874934,0.00020816288,0.00020443022,0.000055752582],"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":[0.0021397793,0.0011721973,0.70469266,0.00006583058,0.000114108734,0.0008265858,0.00062959583,0.07575572,0.19024377,0.00018555287,0.0031552205,0.021019],"study_design_scores_gemma":[0.0056426967,0.0020015296,0.61666864,0.0002220635,0.00014431048,0.0012559831,0.00010031654,0.342535,0.017150251,0.0058366996,0.008028172,0.00041432388],"about_ca_topic_score_codex":0.00017921753,"about_ca_topic_score_gemma":0.0021551314,"teacher_disagreement_score":0.26677927,"about_ca_system_score_codex":0.00025520503,"about_ca_system_score_gemma":0.000012891109,"threshold_uncertainty_score":0.36300445},"labels":[],"label_agreement":null},{"id":"W4408580231","doi":"10.1029/2024gb008239","title":"Blue Carbon Stocks Along the Pacific Coast of North America Are Mainly Driven by Local Rather Than Regional Factors","year":2025,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Parks Canada; Simon Fraser University; Tula Foundation","funders":"Hakai Institute; National Institute of Food and Agriculture; U.S. Geological Survey; National Oceanic and Atmospheric Administration; Tula Foundation; U.S. Department of Agriculture; Florida International University; Pew Charitable Trusts; National Estuarine Research Reserve System; U.S. Environmental Protection Agency","keywords":"Oceanography; Pacific ocean; Carbon fibers; Environmental science; Geography; Geology; Physical geography","score_opus":0.004973981737539367,"score_gpt":0.19698690046712633,"score_spread":0.19201291872958695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408580231","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":[0.9957066,0.00007061701,0.00023470141,0.000377312,0.000084303094,0.00022103515,0.0013408202,0.000042772397,0.0019218299],"genre_scores_gemma":[0.99952,0.000016957307,0.000039140683,0.00008944102,0.000015147828,0.000011535663,0.00022123892,0.000008723472,0.000077821256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846756,0.000063731226,0.00030997166,0.00040442703,0.00037417945,0.00038013916],"domain_scores_gemma":[0.9992465,0.00008604154,0.00015982398,0.00037352365,0.000014660981,0.00011945697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059271533,0.00024353876,0.00028937453,0.00001690137,0.00009938031,0.00002295137,0.00048898597,0.00011093798,0.00009528426],"category_scores_gemma":[0.000028916318,0.0001717336,0.00014964261,0.00045892494,0.0006288953,0.000046845988,0.00044292156,0.0001519132,0.00003754941],"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":[0.00005293849,0.00008799338,0.98750454,0.000014328152,0.000036423215,0.0000031147804,0.000079197234,0.0002575579,0.0024031312,0.000016246913,0.008351968,0.0011925341],"study_design_scores_gemma":[0.0006291146,0.00010815298,0.9676052,0.00014069729,0.000096736105,0.000013835371,0.0042610625,0.0057598352,0.0063444693,0.00061709934,0.013790979,0.0006328447],"about_ca_topic_score_codex":0.006241734,"about_ca_topic_score_gemma":0.017081803,"teacher_disagreement_score":0.019899394,"about_ca_system_score_codex":0.00028333772,"about_ca_system_score_gemma":0.0000202727,"threshold_uncertainty_score":0.9532047},"labels":[],"label_agreement":null},{"id":"W4408816351","doi":"10.5194/oos2025-544","title":"Regenerating Mangroves as Nature-based Solutions to Coastal Hazards: Implications for Sustainable Livelihoods in the Volta Delta, Ghana","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Mangrove; Livelihood; Geography; Threatened species; Ecosystem services; Environmental planning; Environmental resource management; Agroforestry; Business; Natural resource economics; Fishery; Ecology; Ecosystem; Agriculture; Environmental science","score_opus":0.011454331908595825,"score_gpt":0.2719504938283125,"score_spread":0.26049616191971664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408816351","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":[0.30367956,0.00054285716,0.49183372,0.045203317,0.00088037574,0.016109923,0.0037253879,0.00044175654,0.1375831],"genre_scores_gemma":[0.9734923,0.0000070402966,0.010834654,0.0020584615,0.00008822748,0.0023140903,0.0006187302,0.000028011646,0.010558457],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976385,0.00011274293,0.00046767556,0.0007874357,0.00026450327,0.0007291464],"domain_scores_gemma":[0.99836755,0.00034701283,0.00013609156,0.00095846603,0.00007530381,0.0001155599],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009301153,0.0003323762,0.00029723524,0.00016786445,0.0005827546,0.00027330697,0.0010477648,0.0003673717,0.00011195255],"category_scores_gemma":[0.0004454992,0.00027255403,0.00019184651,0.0005207541,0.00005858231,0.00011431606,0.00221043,0.0005868788,0.000040110168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014694463,0.0009397655,0.029917933,0.0012082455,0.00012841733,0.000020277288,0.002398373,0.5808632,0.00068539067,0.21143347,0.15505382,0.017204193],"study_design_scores_gemma":[0.0022413868,0.00058219983,0.08891547,0.0008864492,0.00036387827,0.00003411069,0.020660242,0.7530357,0.00089151144,0.05653152,0.07256693,0.0032905785],"about_ca_topic_score_codex":0.015380538,"about_ca_topic_score_gemma":0.14411817,"teacher_disagreement_score":0.66981274,"about_ca_system_score_codex":0.00059645146,"about_ca_system_score_gemma":0.00029789252,"threshold_uncertainty_score":0.99997264},"labels":[],"label_agreement":null},{"id":"W4408879018","doi":"10.22621/cfn.v138i2.3301","title":"The carcass zone: salmon contribution to tree rings in old‑growth Sitka Spruce (&lt;i&gt;Picea sitchensis&lt;/i&gt;) throughout coastal British Columbia","year":2025,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Forestry; Geography; Biology; Fishery","score_opus":0.003933625888567365,"score_gpt":0.19810121108862494,"score_spread":0.19416758520005759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408879018","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":[0.9582847,0.0001593558,0.000057686353,0.019588614,0.00078968593,0.000988431,0.00028040237,0.000057374353,0.019793764],"genre_scores_gemma":[0.97319305,0.00003979422,0.000036973866,0.0038547032,0.000075226475,0.000054512628,0.00007473773,0.000023031751,0.02264799],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9975031,0.000177914,0.0004354199,0.00055546634,0.0003931964,0.0009349105],"domain_scores_gemma":[0.9984341,0.00037696864,0.000102978454,0.0006708545,0.00006534251,0.0003497391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006930569,0.00023558758,0.00031893083,0.000060147202,0.0011635073,0.0008209236,0.0009081759,0.0002530037,0.00032642984],"category_scores_gemma":[0.000503259,0.00024168134,0.00012522287,0.00079979736,0.00019917825,0.00021261664,0.00040345432,0.0004941682,0.00024049629],"study_design_candidate":"observational","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":[0.00026991128,0.00012306482,0.30285144,0.000118654054,0.00022944612,0.00085613405,0.002430836,0.0007496988,0.01490909,0.009043304,0.6193998,0.049018625],"study_design_scores_gemma":[0.0010906904,0.0000773618,0.7245437,0.00020252707,0.00008063586,0.000105861596,0.00026795312,0.0028035366,0.0002700737,0.0020000343,0.26780957,0.0007480283],"about_ca_topic_score_codex":0.9065171,"about_ca_topic_score_gemma":0.99984854,"teacher_disagreement_score":0.42169228,"about_ca_system_score_codex":0.0015264123,"about_ca_system_score_gemma":0.00015730795,"threshold_uncertainty_score":0.98554784},"labels":[],"label_agreement":null},{"id":"W4409186893","doi":"10.1016/j.marpolbul.2025.117909","title":"Blue carbon stock in Tunisian coastal sediments: First assessment and implications for ecosystem conservation and climate change mitigation","year":2025,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"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":"Université de Tunis El Manar; Universiteit Antwerpen; Consorzio Interuniversitario Nazionale per la Scienza e Tecnologia dei Materiali; Ministry of Advanced Education and Skills Development","keywords":"Climate change; Environmental science; Blue carbon; Ecosystem; Oceanography; Carbon stock; Stock (firearms); Coastal ecosystem; Environmental protection; Geography; Ecology; Geology","score_opus":0.009940930533814007,"score_gpt":0.24356116926872673,"score_spread":0.23362023873491272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409186893","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":[0.9632863,0.00001592386,0.00091659935,0.03195793,0.000101228885,0.0013044276,0.00021049203,0.000040220024,0.002166896],"genre_scores_gemma":[0.9981475,0.00006439267,0.000716507,0.00031772602,0.00001954054,0.00045254262,0.0001358352,0.000009947036,0.00013604909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999058,0.00004718479,0.00028768272,0.00030349157,0.000082558785,0.00022107981],"domain_scores_gemma":[0.99962294,0.000059339494,0.000100521705,0.00014784701,0.000012826206,0.000056503268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003341135,0.00012885517,0.00015485277,0.000087255445,0.00017916295,0.000045478584,0.00006081418,0.00006670254,0.000052060095],"category_scores_gemma":[0.00002008066,0.00013894751,0.000020513935,0.00016788582,0.0000387975,0.00006953869,0.00032256567,0.00006396502,0.0000043898267],"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":[0.000037361315,0.00005607486,0.98898846,0.00015101128,0.0000077110435,4.8892997e-7,0.00009372128,0.00009783098,0.00018786063,0.0031163935,0.0003731694,0.006889914],"study_design_scores_gemma":[0.0008786851,0.00006396609,0.93347746,0.00008015281,0.00001686699,0.000006298932,0.00009877416,0.05365714,0.000013397332,0.00032455087,0.011256148,0.00012657284],"about_ca_topic_score_codex":0.002500911,"about_ca_topic_score_gemma":0.05780914,"teacher_disagreement_score":0.055511016,"about_ca_system_score_codex":0.00029344892,"about_ca_system_score_gemma":0.00001011434,"threshold_uncertainty_score":0.95938337},"labels":[],"label_agreement":null},{"id":"W4409190452","doi":"10.1002/esp.70053","title":"Linking tidal‐creek sediment fluxes to vertical sediment accretion in a restored salt marsh","year":2025,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"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":"U.S. Geological Survey; McGill University","keywords":"Salt marsh; Sediment; Accretion (finance); Geology; Hydrology (agriculture); Marsh; Oceanography; Geomorphology; Geotechnical engineering; Wetland","score_opus":0.00562873033376221,"score_gpt":0.21951078396274637,"score_spread":0.21388205362898416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409190452","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":[0.99591154,0.00014200235,0.00094428187,0.0005661524,0.00010919167,0.00037315174,0.000007791047,0.000043071617,0.0019028055],"genre_scores_gemma":[0.99780935,0.000067443914,0.0007504901,0.00025395027,0.000015008194,0.000019923433,0.000018609706,0.000009930652,0.0010552808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987858,0.000018605804,0.0002544164,0.0003482794,0.00025044163,0.00034243905],"domain_scores_gemma":[0.99963313,0.00005433993,0.000028118984,0.00015061375,0.000013099084,0.000120683806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029057462,0.00014724223,0.00019211826,0.00004347431,0.00011281211,0.00010368976,0.0001245787,0.00007420157,0.00016239144],"category_scores_gemma":[0.00004552315,0.00012110799,0.00002188763,0.00043591394,0.000033370245,0.0001909974,0.000279358,0.00012147854,0.00007462691],"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":[0.00014011824,0.00009135932,0.98620445,0.0002883986,0.000011570719,0.000010114607,0.0009082635,0.0054487083,0.0013059295,0.000033644534,0.00031153424,0.005245937],"study_design_scores_gemma":[0.0021248958,0.0005010587,0.9255928,0.0010026332,0.000036182486,0.000013699669,0.00079987495,0.031310607,0.0035800564,0.0013769108,0.03292794,0.000733367],"about_ca_topic_score_codex":0.0012304637,"about_ca_topic_score_gemma":0.020632247,"teacher_disagreement_score":0.060611647,"about_ca_system_score_codex":0.00008674936,"about_ca_system_score_gemma":0.00003536958,"threshold_uncertainty_score":0.99723864},"labels":[],"label_agreement":null},{"id":"W4409206090","doi":"10.1111/rec.70048","title":"Restoration techniques to enhance aquatic plant establishment and project scalability in wetlands","year":2025,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Utah Agricultural Experiment Station; Utah State University; Ducks Unlimited Canada","keywords":"Wetland; Restoration ecology; Environmental science; Environmental resource management; Scalability; Agroforestry; Geography; Ecology; Computer science; Biology","score_opus":0.006406843885480443,"score_gpt":0.2668019400951614,"score_spread":0.26039509620968093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409206090","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":[0.9915598,0.000005481978,0.0031758759,0.001354866,0.00014310761,0.00090705854,0.000007813084,0.00005220452,0.002793813],"genre_scores_gemma":[0.99723065,0.000013816171,0.0018678186,0.00021972001,0.000012736397,0.00021925522,0.00002473411,0.0000049276387,0.00040633287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988995,0.00015149328,0.00030745546,0.00033659933,0.000114275055,0.00019067091],"domain_scores_gemma":[0.99955994,0.00011328607,0.000067038236,0.0002110205,0.000008121823,0.00004060395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058685784,0.000103156184,0.00016104252,0.00015765973,0.0000783678,0.000037021917,0.00009924213,0.00010006932,0.000037110003],"category_scores_gemma":[0.00025152136,0.000100801066,0.000012246774,0.0004364258,0.00004800111,0.00021623439,0.00015585436,0.00009324285,0.000035334597],"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":[0.000087929446,0.0001165319,0.98114157,0.00003842595,0.0000033030967,0.0000045221213,0.0004141519,0.00044779867,0.003728348,0.0003218336,0.0035701476,0.010125411],"study_design_scores_gemma":[0.00026623614,0.0004119523,0.95486224,0.000060095463,0.00000964384,0.000006550522,0.00016246329,0.023926727,0.0022310473,0.001915633,0.015893925,0.000253514],"about_ca_topic_score_codex":0.000968536,"about_ca_topic_score_gemma":0.14170393,"teacher_disagreement_score":0.1407354,"about_ca_system_score_codex":0.0006771878,"about_ca_system_score_gemma":0.00004911996,"threshold_uncertainty_score":0.87395775},"labels":[],"label_agreement":null},{"id":"W4409411472","doi":"10.1007/s00338-025-02657-2","title":"High-resolution aerial imagery reveals that the distribution and arrangement of Acropora palmata patches determine their resistance to hurricane impacts","year":2025,"lang":"en","type":"article","venue":"Coral Reefs","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Global Affairs Canada; Government of Canada","keywords":"Acropora; Coral; Resistance (ecology); Hurricane katrina; Aerial imagery; High resolution; Geology; Oceanography; Geography; Biology; Environmental science; Ecology; Remote sensing; Natural disaster","score_opus":0.01084752512743163,"score_gpt":0.223651461739,"score_spread":0.21280393661156838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409411472","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":[0.9942559,0.0001060873,0.0032214816,0.0011565483,0.00020230022,0.0004014506,0.00034089494,0.000020149471,0.0002952071],"genre_scores_gemma":[0.99902934,0.000053323536,0.0002310995,0.00008648189,0.00003140254,0.000022978687,0.00007291776,0.000006877319,0.00046559243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989797,0.000071080736,0.0002492784,0.0002536944,0.00019587117,0.0002504168],"domain_scores_gemma":[0.99931455,0.00008088518,0.00013434024,0.00038608132,0.000014094733,0.00007004007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038746835,0.00013858722,0.00020819285,0.000019632207,0.0001356159,0.000040565992,0.00022014075,0.00004423648,0.000044248616],"category_scores_gemma":[0.000109871435,0.000093505914,0.000042031028,0.00025264276,0.00013611067,0.00012049235,0.00041066838,0.000066163746,0.000015018062],"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":[0.0020812342,0.00031129975,0.5277342,0.0005527429,0.00010203452,0.000033846027,0.0013921175,0.0006012568,0.29555956,0.0014264308,0.105223246,0.06498203],"study_design_scores_gemma":[0.0007468483,0.00017177129,0.971233,0.0003509331,0.0000516918,0.0000050950857,0.00043957465,0.0013461115,0.013519556,0.002657559,0.009158523,0.0003193044],"about_ca_topic_score_codex":0.0007906106,"about_ca_topic_score_gemma":0.0042977124,"teacher_disagreement_score":0.44349882,"about_ca_system_score_codex":0.0002060458,"about_ca_system_score_gemma":0.000011996563,"threshold_uncertainty_score":0.38130605},"labels":[],"label_agreement":null},{"id":"W4409418465","doi":"10.1002/ecs2.70248","title":"Occurrence patterns and trends of frogs in coastal wetlands of the Great Lakes call for further habitat restoration","year":2025,"lang":"en","type":"article","venue":"Ecosphere","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; University of Calgary; Birds Canada","funders":"Wildlife Habitat Canada; Environment and Climate Change Canada; U.S. Environmental Protection Agency","keywords":"Wetland; Habitat; Ecology; Geography; Fishery; Environmental science; Biology","score_opus":0.006361644787054344,"score_gpt":0.2175282226556298,"score_spread":0.21116657786857546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409418465","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":[0.99334514,0.00001810621,0.0003573743,0.00020023694,0.000111637804,0.00014957378,0.00047075975,0.000005119329,0.0053420356],"genre_scores_gemma":[0.9987451,0.0000076768,0.000075871096,0.000014038181,0.0000043229443,0.000014889211,0.000025229674,0.000003072424,0.001109819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941623,0.000027955415,0.00020340804,0.00014921489,0.00009285472,0.000110305635],"domain_scores_gemma":[0.99966776,0.00005597845,0.00008512322,0.00016569374,0.000007165588,0.000018281286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011705131,0.000078227196,0.00013642524,0.000016109745,0.000028317054,0.000007913442,0.00012670404,0.00004479173,0.00022816121],"category_scores_gemma":[0.000021513133,0.00005735985,0.000040124756,0.00017530013,0.000056558805,0.00007608378,0.00012650566,0.00004746718,0.000003001605],"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":[0.000030899802,0.00003042069,0.981765,0.00006164694,0.000004975025,2.8811021e-7,0.0002688507,0.00042330683,0.00025550407,0.00002815162,0.003825712,0.013305292],"study_design_scores_gemma":[0.00055051903,0.00006208577,0.9897331,0.000092448456,0.000011146503,9.139289e-7,0.00017468497,0.007908665,0.00025742003,0.00022452173,0.00090917735,0.000075316464],"about_ca_topic_score_codex":0.00092236046,"about_ca_topic_score_gemma":0.3883592,"teacher_disagreement_score":0.38743684,"about_ca_system_score_codex":0.000034852284,"about_ca_system_score_gemma":0.000008037148,"threshold_uncertainty_score":0.62280166},"labels":[],"label_agreement":null},{"id":"W4409527677","doi":"10.1016/j.scitotenv.2025.179416","title":"Cumulative effects of fire in the Fraser River basin on freshwater quality and implications for the Salish Sea","year":2025,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Structural basin; Cumulative effects; Geography; Oceanography; Geology; Ecology; Biology; Geomorphology","score_opus":0.01095599006519942,"score_gpt":0.2529445042637384,"score_spread":0.24198851419853895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409527677","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":[0.99113786,0.000030076812,0.0001557988,0.0067672697,0.00007946415,0.0010422652,0.00006234319,0.0000027483368,0.0007221715],"genre_scores_gemma":[0.99930763,0.000016560933,0.000069833244,0.00016655188,0.0000060597076,0.0000759856,9.054349e-7,0.000003681792,0.00035276177],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99883866,0.00015731256,0.00021893383,0.00023416564,0.00035133565,0.00019959059],"domain_scores_gemma":[0.9982591,0.0008718576,0.0001241694,0.0007195758,0.000003592126,0.000021689277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014548285,0.000103739934,0.000121105026,0.000016350308,0.0003875071,0.000020978361,0.0008545086,0.000025895852,0.00002864344],"category_scores_gemma":[0.00012417689,0.000042182954,0.0000681281,0.00026125586,0.001717689,0.00009259367,0.00063459267,0.00009881657,0.000006373369],"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":[0.00044672092,0.001586893,0.153511,0.0003409889,0.00016090932,9.528501e-7,0.024046313,0.6697883,0.08506072,0.023030099,0.004736271,0.037290838],"study_design_scores_gemma":[0.00025354078,0.000053977958,0.97333187,0.00003215223,0.000026025167,6.379533e-7,0.0002865264,0.016843405,0.0036916817,0.0052232724,0.00019280595,0.00006413204],"about_ca_topic_score_codex":0.0009956862,"about_ca_topic_score_gemma":0.0002261662,"teacher_disagreement_score":0.8198208,"about_ca_system_score_codex":0.00013267063,"about_ca_system_score_gemma":0.000011405853,"threshold_uncertainty_score":0.6328897},"labels":[],"label_agreement":null},{"id":"W4409570120","doi":"10.1002/oik.11092","title":"The effect of biodiversity on productivity changes over time in duckweed communities","year":2025,"lang":"en","type":"article","venue":"Oikos","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Université de Montréal; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Université du Québec à Montréal","keywords":"Complementarity (molecular biology); Polyculture; Biodiversity; Biology; Productivity; Monoculture; Dominance (genetics); Ecology; Aquaculture; Fishery; Fish <Actinopterygii>; Economics","score_opus":0.003974399690802823,"score_gpt":0.1920691953570042,"score_spread":0.18809479566620138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409570120","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":[0.9890931,0.000008837639,0.000001101753,0.0005133448,0.00007872115,0.00020743087,0.000015442532,0.000010887581,0.010071106],"genre_scores_gemma":[0.9982885,0.000005677051,0.0000021814078,0.000020614638,0.000003987812,0.0000066874613,0.0000034335756,0.0000015429014,0.0016673891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995037,0.00013833397,0.00005828997,0.000083745355,0.00010485183,0.00011110852],"domain_scores_gemma":[0.99947894,0.00022262445,0.000031225605,0.00025417318,0.0000018416054,0.00001119793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039985613,0.00006365278,0.00010177336,0.000027053871,0.00011088521,0.000010376906,0.0001823266,0.00002499409,0.0001345392],"category_scores_gemma":[0.000031331914,0.0000425586,0.000021453641,0.00015149415,0.00010384809,0.000037081878,0.0002801349,0.000075876604,0.00012930809],"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":[0.00014199647,0.000043571297,0.98407716,0.000038993872,0.000010891952,0.0000011649229,0.0003530173,0.00021867448,0.0022847203,0.000020300202,0.0025056114,0.010303891],"study_design_scores_gemma":[0.0005101942,0.00029047587,0.98413044,0.00006585639,0.000012245511,5.916262e-7,0.00012442064,0.0022426145,0.007324527,0.00007254151,0.005118278,0.00010781245],"about_ca_topic_score_codex":0.0027971752,"about_ca_topic_score_gemma":0.019146185,"teacher_disagreement_score":0.01634901,"about_ca_system_score_codex":0.00009825751,"about_ca_system_score_gemma":0.0000023626444,"threshold_uncertainty_score":0.9987518},"labels":[],"label_agreement":null},{"id":"W4410436032","doi":"10.1038/s43247-025-02358-2","title":"Intensive oyster farming enhances carbon storage in sediments over decades","year":2025,"lang":"en","type":"article","venue":"Communications Earth & Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Oyster; Fishery; Agriculture; Environmental science; Carbon fibers; Intensive farming; Oceanography; Biology; Geology; Ecology; Computer science","score_opus":0.0106625703926999,"score_gpt":0.24392204054959418,"score_spread":0.23325947015689427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410436032","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":[0.9768689,0.00038986965,0.00056387717,0.0006554199,0.0001159886,0.00043196007,0.0000088900915,0.000027850276,0.02093724],"genre_scores_gemma":[0.9947081,0.00046298324,0.001157218,0.00031325727,0.000005706866,0.000101474536,0.000024467121,0.000012689125,0.003214067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869436,0.00014686312,0.00035471134,0.0003195844,0.00020856917,0.00027593228],"domain_scores_gemma":[0.9983123,0.00009948882,0.0000973054,0.0014275277,0.0000041145877,0.00005925259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026095557,0.00016924762,0.00018966456,0.00009336655,0.0001532797,0.000030362124,0.0006968505,0.00006122576,0.00026422617],"category_scores_gemma":[0.00002770913,0.00017345029,0.000049869413,0.00021262326,0.00021176357,0.00013484998,0.0016021964,0.00023198691,0.00020385273],"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":[0.000055425833,0.0007526873,0.9188101,0.00005578745,0.00010208586,0.000018110406,0.003516323,0.017724104,0.029450549,0.00053256133,0.00078673253,0.028195476],"study_design_scores_gemma":[0.0010081324,0.00006795797,0.77053034,0.00024090984,0.00004835036,0.0000057492275,0.0014508945,0.102832004,0.0018212056,0.0004953282,0.120959945,0.00053917215],"about_ca_topic_score_codex":0.0007118541,"about_ca_topic_score_gemma":0.0030652953,"teacher_disagreement_score":0.1482798,"about_ca_system_score_codex":0.00037242344,"about_ca_system_score_gemma":0.000009786293,"threshold_uncertainty_score":0.7073097},"labels":[],"label_agreement":null},{"id":"W4410522203","doi":"10.1111/geb.70063","title":"Wetland Restoration Is Effective but Insufficient to Compensate for Soil Organic Carbon Losses From Degradation","year":2025,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"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 Guelph","funders":"Chinese Academy of Sciences","keywords":"Wetland; Environmental science; Soil carbon; Ecology; Degradation (telecommunications); Restoration ecology; Agroforestry; Soil science; Biology; Soil water","score_opus":0.0035335766163707262,"score_gpt":0.20828042776793457,"score_spread":0.20474685115156385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410522203","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":[0.99612665,0.000059534646,0.000891383,0.0005879881,0.00037920746,0.00069097197,0.0003733965,0.00003357568,0.0008572774],"genre_scores_gemma":[0.998992,0.000020172178,0.00022672808,0.00055207504,0.00001611516,0.000059237344,0.000101439524,0.000003371706,0.000028818558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991372,0.000051240106,0.00016277621,0.00036187048,0.00007668645,0.00021021937],"domain_scores_gemma":[0.9996385,0.00008653681,0.00005754268,0.00013330155,0.000018657334,0.00006549315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012961273,0.00012913342,0.00016516936,0.000065789536,0.00018002994,0.000032737,0.00009923389,0.00012228295,0.000033453416],"category_scores_gemma":[0.000032393422,0.0001176722,0.00004805591,0.00049673236,0.000087523564,0.00005104936,0.00015568214,0.000043696375,0.000022401846],"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":[0.0001385772,0.00007297891,0.99332947,0.000011715446,0.00004120561,0.0000012108592,0.00004924135,0.00009378434,0.0027541409,0.00012069205,0.00057458325,0.0028124307],"study_design_scores_gemma":[0.00054708467,0.0003436927,0.9908114,0.000014218126,0.000054090728,0.0000018426405,0.00007804479,0.0033708042,0.0008001631,0.002368491,0.0014693491,0.00014079078],"about_ca_topic_score_codex":0.004141213,"about_ca_topic_score_gemma":0.06613639,"teacher_disagreement_score":0.06199518,"about_ca_system_score_codex":0.0001291707,"about_ca_system_score_gemma":0.000011973973,"threshold_uncertainty_score":0.9509042},"labels":[],"label_agreement":null},{"id":"W4410530014","doi":"10.1016/j.rsase.2025.101604","title":"Advancing wetland aboveground biomass mapping: Insights from high-resolution PlanetScope data in the Mississippi River Delta","year":2025,"lang":"en","type":"article","venue":"Remote Sensing Applications Society and Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; Centre For Cold Ocean Resources Engineering; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland; Royal Scottish Geographical Society","keywords":"Delta; Biomass (ecology); Wetland; Environmental science; River delta; Remote sensing; Geography; Oceanography; Ecology; Geology; Biology; Engineering","score_opus":0.01021454456619723,"score_gpt":0.21395694038255283,"score_spread":0.20374239581635561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410530014","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":[0.6569521,0.0007014683,0.33792275,0.0023121908,0.00005648673,0.00071950076,0.00010218269,0.000039964125,0.0011933891],"genre_scores_gemma":[0.9518339,0.0010806556,0.045781083,0.00040339096,0.000050616723,0.0000030440387,0.0006753946,0.000013848339,0.00015806714],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985195,0.00007749743,0.00028850648,0.0006102667,0.000244335,0.00025990562],"domain_scores_gemma":[0.9987402,0.0001652001,0.00009581424,0.0009345982,0.0000019831768,0.00006221162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027648514,0.00018572649,0.00017147935,0.000025037085,0.00043369326,0.00006584179,0.00034954367,0.000118364536,0.000021126645],"category_scores_gemma":[0.0000070869437,0.00015339462,0.00003912774,0.00025208606,0.00021025854,0.00014641316,0.0005569152,0.00018221297,0.000057557558],"study_design_candidate":"design_other","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":[0.00009162778,0.00068415777,0.033255693,0.00039808717,0.00043758505,0.00003609151,0.013628489,0.026924532,0.08088561,0.0005065872,0.015635688,0.82751584],"study_design_scores_gemma":[0.00061991136,0.0000133693875,0.14085525,0.00009302821,0.000073371986,0.000012206443,0.0015740991,0.5959602,0.000084535015,0.005057773,0.25531846,0.00033778502],"about_ca_topic_score_codex":0.008831373,"about_ca_topic_score_gemma":0.0023896918,"teacher_disagreement_score":0.82717806,"about_ca_system_score_codex":0.00031441043,"about_ca_system_score_gemma":0.000011130808,"threshold_uncertainty_score":0.9977689},"labels":[],"label_agreement":null},{"id":"W4410714053","doi":"10.1029/2025gl115606","title":"Coastal Erosion as a Major Sediment Source in the Inner Gulf of Thailand: Implications for Carbon Dynamics in Tropical Coastal Ocean Systems","year":2025,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cégep de Rimouski; Université du Québec à Rimouski","funders":"Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research; Deutsche Forschungsgemeinschaft","keywords":"Oceanography; Sediment; Erosion; Coastal erosion; Geology; Tropical cyclone; Environmental science; Tropical marine climate; Climatology; Hydrology (agriculture); Geomorphology; Meteorology; Geography; Shore","score_opus":0.013077691946330459,"score_gpt":0.2797518575596532,"score_spread":0.26667416561332274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410714053","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":[0.9878544,0.000006459327,0.0013635812,0.008372956,0.00007303546,0.0012922739,0.00010284686,0.000012837009,0.00092161674],"genre_scores_gemma":[0.9991072,0.0000034488958,0.00003818813,0.00018469126,0.000042532844,0.00021617083,0.00006508666,0.000015023703,0.00032765928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753046,0.000343396,0.00040626622,0.00042649778,0.0006429864,0.00065041316],"domain_scores_gemma":[0.99857014,0.0008046739,0.000062489125,0.00045418477,0.00002625475,0.00008226163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076763215,0.00015917467,0.00027453288,0.0001700695,0.00012398676,0.000062991334,0.00058055203,0.00008170748,0.000005939376],"category_scores_gemma":[0.00016314795,0.00011978628,0.00008986278,0.00088138145,0.00029395075,0.00008147503,0.00055518193,0.00044929888,0.000015502135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006861488,0.0011707809,0.9217113,0.00032114444,0.000038805854,0.000019416251,0.0012505561,0.00974949,0.047959432,0.010260756,0.0048687975,0.0019633262],"study_design_scores_gemma":[0.0025243734,0.0004773493,0.75865996,0.0002622389,0.00002095513,0.000007993541,0.0028794562,0.23028593,0.00021804539,0.0029215452,0.0014022063,0.00033995628],"about_ca_topic_score_codex":0.02080912,"about_ca_topic_score_gemma":0.025224831,"teacher_disagreement_score":0.22053644,"about_ca_system_score_codex":0.00052908005,"about_ca_system_score_gemma":0.000046736965,"threshold_uncertainty_score":0.9925623},"labels":[],"label_agreement":null},{"id":"W4410744844","doi":"10.1016/j.apor.2025.104597","title":"Vegetation stem dynamics under wave loading: Insights from a coupled fluid–structure model","year":2025,"lang":"en","type":"article","venue":"Applied Ocean Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Alliance de recherche numérique du Canada; Technische Universität Braunschweig; Volkswagen Foundation; Deutscher Akademischer Austauschdienst; Niedersächsische Ministerium für Wissenschaft und Kultur","keywords":"Vegetation (pathology); Fluid–structure interaction; Dynamics (music); Computational fluid dynamics; Environmental science; Geology; Mechanics; Engineering; Physics; Structural engineering; Finite element method; Acoustics","score_opus":0.023893871718582455,"score_gpt":0.26656721660115484,"score_spread":0.2426733448825724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410744844","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":[0.95241535,0.000039596045,0.01869955,0.00019841106,0.00009221226,0.0006437799,0.000033733264,0.00007730928,0.027800063],"genre_scores_gemma":[0.99695444,0.000012059603,0.0007064295,0.000114988725,0.000028777518,0.000017336644,0.00015119408,0.00003208126,0.0019826961],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975336,0.00007774413,0.00032094753,0.00065685256,0.00086826546,0.00054254546],"domain_scores_gemma":[0.9989261,0.0002414757,0.000054415796,0.00058392214,0.000038802566,0.00015528408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031636632,0.00021424759,0.00024240115,0.00017508713,0.00037521336,0.00013957534,0.00045563246,0.00020876448,0.00013891615],"category_scores_gemma":[0.000016001593,0.0001963664,0.00005105113,0.000808811,0.00019047137,0.00013365535,0.00071977224,0.00051301427,0.00027065718],"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":[0.00057037326,0.00033076748,0.009824976,0.00029073464,0.0002510761,0.000049609836,0.003225981,0.59206307,0.13399902,0.23933597,0.0058929487,0.014165492],"study_design_scores_gemma":[0.00048177908,0.000015619918,0.0041588163,0.000029546767,0.00001179635,9.4191176e-7,0.00056005677,0.91706264,0.00075668737,0.076653294,0.000090120084,0.00017867939],"about_ca_topic_score_codex":0.0004561032,"about_ca_topic_score_gemma":0.0047998936,"teacher_disagreement_score":0.3249996,"about_ca_system_score_codex":0.001164419,"about_ca_system_score_gemma":0.000076538076,"threshold_uncertainty_score":0.80075896},"labels":[],"label_agreement":null},{"id":"W4410815383","doi":"10.1016/j.marenvres.2025.107255","title":"Carbon credit assessment for Mangrove conservation: A detailed study of Futian Mangrove reserve in Shenzhen","year":2025,"lang":"en","type":"article","venue":"Marine Environmental Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"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; Blue carbon; Nature reserve; Environmental science; Geography; Fishery; Ecology; Carbon sequestration; Biology; Carbon dioxide; Archaeology","score_opus":0.02401491555532548,"score_gpt":0.3291406508707766,"score_spread":0.3051257353154511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410815383","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":[0.97167,0.000012798261,0.00005398627,0.0004818682,0.00011328106,0.002629588,0.00003210346,0.00001531956,0.024991093],"genre_scores_gemma":[0.9926049,0.00001484465,0.0004543567,0.000032213295,0.000028528904,0.00063505134,0.00006793949,0.000026556223,0.006135582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99678487,0.0003367075,0.00060581515,0.0006683491,0.0009910229,0.0006132421],"domain_scores_gemma":[0.9986451,0.00044389718,0.00010000523,0.0006920866,0.000010546199,0.00010832559],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018895325,0.00021537591,0.00035271567,0.0002760685,0.00015159913,0.000043640644,0.00058573694,0.00010546447,0.0010168983],"category_scores_gemma":[0.00009789627,0.00021673765,0.000072812254,0.0005548578,0.00020984883,0.00014766306,0.0026048678,0.0003840455,0.000029217443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027943403,0.0013862395,0.9918707,0.00006634226,0.00004012367,0.000021686194,0.00032697362,0.00030345452,0.0016209024,0.00007248724,0.00046344608,0.0035482259],"study_design_scores_gemma":[0.0025543477,0.0007720508,0.9580798,0.000030295316,0.00001697536,0.0000014508281,0.0036639536,0.031990983,0.00026399808,0.0011738713,0.0012751335,0.00017712174],"about_ca_topic_score_codex":0.008806736,"about_ca_topic_score_gemma":0.062240977,"teacher_disagreement_score":0.05343424,"about_ca_system_score_codex":0.0014622207,"about_ca_system_score_gemma":0.000040271472,"threshold_uncertainty_score":0.9998963},"labels":[],"label_agreement":null},{"id":"W4410843450","doi":"10.1007/s10592-025-01706-1","title":"Conservation genetics of the threatened wetland plant Eriocaulon nudicuspe: application of GRAS-Di sequencing technology and implications for restoration","year":2025,"lang":"en","type":"article","venue":"Conservation Genetics","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Institute of Genetics","keywords":"Threatened species; Biology; Endangered species; Biodiversity; Wetland; Conservation genetics; Biodiversity conservation; Ecology; Conservation-dependent species; Near-threatened species; Genetics; Microsatellite; Gene; Habitat","score_opus":0.01390443828915256,"score_gpt":0.23624454333685682,"score_spread":0.22234010504770427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410843450","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":[0.9106207,0.00016460178,0.08411779,0.0038405934,0.000073938354,0.00091428234,0.000101450925,0.000022526048,0.00014414724],"genre_scores_gemma":[0.9958886,0.00012787641,0.0035347666,0.00015482765,0.000008393282,0.00012043232,0.00008563757,0.000009866707,0.00006961326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990262,0.000034786797,0.0004606651,0.00023672821,0.00011239326,0.000129226],"domain_scores_gemma":[0.9989562,0.00011558341,0.0003640789,0.0004243455,0.0001157006,0.000024064331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021174678,0.00011248193,0.00016403709,0.00010311674,0.00016301837,0.000014048941,0.00020504263,0.00013482921,0.000002665265],"category_scores_gemma":[0.00009652203,0.00009988648,0.00003447747,0.0006817787,0.00022541445,0.00005408052,0.00014841514,0.00005565226,9.276198e-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":[0.000017244038,0.000016873768,0.84807587,0.00007066019,0.000012126264,1.954718e-8,0.000063571315,0.0019847436,0.14069031,0.00474776,0.00023898468,0.0040818388],"study_design_scores_gemma":[0.00037627463,0.000053914653,0.8381884,0.0000443384,0.000059408634,0.0000037435484,0.00009391236,0.1237947,0.022525797,0.012632213,0.0021244872,0.00010278394],"about_ca_topic_score_codex":0.00021314199,"about_ca_topic_score_gemma":0.0037030051,"teacher_disagreement_score":0.12180995,"about_ca_system_score_codex":0.00012701841,"about_ca_system_score_gemma":0.00008043734,"threshold_uncertainty_score":0.40732524},"labels":[],"label_agreement":null},{"id":"W4410871152","doi":"10.9753/icce.v38.management.139","title":"MODELING COLD CLIMATE SALTMARSH EVOLUTION: TOOLS FOR RESTORATION AND PREDICTION","year":2025,"lang":"en","type":"article","venue":"Coastal Engineering Proceedings","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Salt marsh; Environmental science; Climatology; Cold climate; Geology; Oceanography","score_opus":0.006786054514876281,"score_gpt":0.19208359772359895,"score_spread":0.18529754320872266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410871152","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":[0.78421336,0.000035413417,0.21297608,0.00010213092,0.00031764968,0.00053230184,0.000055150722,0.0002381337,0.0015297524],"genre_scores_gemma":[0.9967738,0.00001508373,0.0027834058,0.0000142746685,0.000050211987,0.00009993933,0.000016761458,0.000016282436,0.0002302466],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917024,0.0000011832627,0.00020471614,0.00026148278,0.000117275944,0.00024512733],"domain_scores_gemma":[0.999801,0.000025120018,0.000029982162,0.000060462826,0.00002592815,0.000057517034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022339486,0.00012611455,0.00011714791,0.00006203058,0.00013749007,0.00012701353,0.000076164906,0.000073839794,0.0000035732191],"category_scores_gemma":[0.00010282604,0.00013948037,0.000029688032,0.00020515002,0.000016737882,0.0006400757,0.00018330493,0.000080614576,0.00000506336],"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":[0.00015877,0.00006528111,0.034562726,0.001416404,0.00004156258,0.0000010869807,0.00039391877,0.8009712,0.10276107,0.05292366,0.0014240054,0.0052803196],"study_design_scores_gemma":[0.0002987815,0.000048127164,0.0032228508,0.000105619954,0.000017222552,0.000004496384,0.00007517464,0.993453,0.00020190753,0.00014663249,0.0023041884,0.00012194955],"about_ca_topic_score_codex":0.000034600598,"about_ca_topic_score_gemma":0.00006487577,"teacher_disagreement_score":0.21256042,"about_ca_system_score_codex":0.00019369833,"about_ca_system_score_gemma":0.00000791547,"threshold_uncertainty_score":0.5687844},"labels":[],"label_agreement":null},{"id":"W4410912034","doi":"10.1139/cjz-2025-0009","title":"Feeding preferences and digestion of talitrids in a Bay of Fundy, Canada salt marsh","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Huntsman Marine Science Centre","funders":"","keywords":"Bay; Biology; Salt marsh; Digestion (alchemy); Fishery; Ecology; Zoology; Oceanography","score_opus":0.00544966402615745,"score_gpt":0.18741339482196107,"score_spread":0.1819637307958036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410912034","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":[0.9968746,0.000140408,0.000046081463,0.00031239324,0.00023009961,0.00004441318,0.000018548679,4.1741743e-7,0.0023330683],"genre_scores_gemma":[0.9997838,0.000017531996,0.00006673959,0.000030040703,0.000006946991,4.4981223e-7,9.4550666e-7,0.0000021889348,0.00009135306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932957,0.00004292595,0.00032570784,0.000071256916,0.00007551158,0.00015500275],"domain_scores_gemma":[0.9995539,0.00007845073,0.00016233062,0.000056874313,0.000017129087,0.00013128901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024277059,0.000053736578,0.00019767166,0.0001439995,0.000022441343,0.0000046268924,0.00012920759,0.000048859572,0.00012162198],"category_scores_gemma":[0.00011845515,0.000050075778,0.00001736585,0.00018080192,0.000097604796,0.000059110815,0.00002795611,0.00009567077,2.7242248e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001100815,0.0000033464419,0.996485,0.000025495805,0.000008348672,0.000021986803,0.00011534051,0.00043781972,0.00031016913,0.00015645754,0.00013428974,0.0022907483],"study_design_scores_gemma":[0.00020498729,0.000072318224,0.99758625,0.00009236941,0.000010175444,0.00004665778,0.00028891047,0.00032617798,0.00008697036,0.000946228,0.00029549457,0.00004346052],"about_ca_topic_score_codex":0.85757804,"about_ca_topic_score_gemma":0.99918514,"teacher_disagreement_score":0.1416071,"about_ca_system_score_codex":0.00031091142,"about_ca_system_score_gemma":0.0006512585,"threshold_uncertainty_score":0.2042031},"labels":[],"label_agreement":null},{"id":"W4410992424","doi":"10.1080/10549811.2025.2513689","title":"Distribution of Aboveground Biomass and Soil Organic Carbon in a Degraded Mangrove in Douala-Edéa National Park, Cameroon","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Forestry","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Concordia University","funders":"Conservation Action Research Network","keywords":"Mangrove; Biomass (ecology); National park; Blue carbon; Environmental science; Agroforestry; Geography; Soil carbon; Distribution (mathematics); Carbon fibers; Total organic carbon; Forestry; Ecology; Carbon sequestration; Soil water; Archaeology; Biology; Soil science; Mathematics","score_opus":0.0038554131921016356,"score_gpt":0.20838091700390465,"score_spread":0.204525503811803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410992424","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":[0.9976672,0.00014418147,0.00012980434,0.00024713148,0.000059915805,0.00013952158,0.000006887883,0.0000024921278,0.0016028574],"genre_scores_gemma":[0.9993309,0.00003269098,0.000029877103,0.000010097951,0.000014326689,0.0000036891447,0.0000066272028,0.000005855233,0.00056597794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987626,0.00004778729,0.00049708545,0.00013250211,0.00029619617,0.000263792],"domain_scores_gemma":[0.99947155,0.000071035494,0.00026806028,0.00008152338,0.00005446743,0.000053357293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005885586,0.00010809058,0.00023436658,0.00018733782,0.000031536365,0.000026619711,0.00013943737,0.00009779961,0.000026087067],"category_scores_gemma":[0.00016330785,0.0000992009,0.000040386265,0.0006541704,0.00007607077,0.00025857417,0.00015882475,0.00019889232,7.182519e-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":[0.00018336903,0.00018489173,0.9923302,0.00026753536,0.000020919575,0.00025301453,0.00022705422,0.0023302548,0.0025887087,0.0011561456,0.00017664391,0.00028125296],"study_design_scores_gemma":[0.0014766306,0.00011962515,0.97673833,0.00015745855,0.000016877217,0.00007665802,0.003941282,0.006589028,0.00076364935,0.009795158,0.00019771415,0.00012760996],"about_ca_topic_score_codex":0.0026723759,"about_ca_topic_score_gemma":0.0030780912,"teacher_disagreement_score":0.015591901,"about_ca_system_score_codex":0.0011986092,"about_ca_system_score_gemma":0.00014031414,"threshold_uncertainty_score":0.40452954},"labels":[],"label_agreement":null},{"id":"W4411036942","doi":"10.1038/s44183-025-00125-6","title":"A blueprint for national assessments of the blue carbon capacity of kelp forests applied to Canada’s coastline","year":2025,"lang":"en","type":"article","venue":"npj Ocean Sustainability","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; Fisheries and Oceans Canada; University of British Columbia; Dalhousie University; ArcticNet; Université Laval; Simon Fraser University; Grieg Seafood (Canada); Parks Canada; Bedford Institute of Oceanography; University of Victoria","funders":"Australian Research Council; Hakai Institute; Natural Sciences and Engineering Research Council of Canada; Fisheries and Oceans Canada; Tula Foundation; Mitacs; ArcticNet","keywords":"Blueprint; Kelp; Blue carbon; Kelp forest; Woodland; Environmental science; Geography; Forestry; Ecology; Carbon sequestration; Engineering; Biology; Carbon dioxide","score_opus":0.006861033780685993,"score_gpt":0.24876019494433307,"score_spread":0.24189916116364707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411036942","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":[0.99285316,8.649004e-7,0.0015203271,0.00071958447,0.00010635046,0.0014932295,0.00015604973,0.000009050038,0.0031413995],"genre_scores_gemma":[0.9990686,6.893592e-8,0.00024537128,0.000082221355,0.000008248206,0.000035738016,0.000005665537,0.000006974866,0.00054708635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985205,0.000051741477,0.00039614254,0.00030738238,0.0004721409,0.000252071],"domain_scores_gemma":[0.9990299,0.00015721368,0.0001428453,0.00042037695,0.000183505,0.00006616829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069407426,0.00012673636,0.000237605,0.000031061092,0.00008112,0.000006586435,0.00037364961,0.000053171847,0.000019734867],"category_scores_gemma":[0.0004965347,0.0001023779,0.00007320483,0.00032510777,0.000121860256,0.000022793818,0.000531428,0.00008684607,1.7823227e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022329112,0.00024200362,0.9510469,0.0007478091,0.000035212353,3.309929e-7,0.00036871372,0.040549926,0.0007241441,0.003908991,0.0010287451,0.0011239221],"study_design_scores_gemma":[0.0005073587,0.00005934458,0.96437573,0.000022282731,0.000020217229,4.5727086e-7,0.0009157375,0.015390235,0.0030269413,0.01320441,0.0023389338,0.00013834238],"about_ca_topic_score_codex":0.18566504,"about_ca_topic_score_gemma":0.8896685,"teacher_disagreement_score":0.7040035,"about_ca_system_score_codex":0.0026515056,"about_ca_system_score_gemma":0.0009861159,"threshold_uncertainty_score":0.8197577},"labels":[],"label_agreement":null},{"id":"W4411276637","doi":"10.1016/j.ecss.2025.109400","title":"Long-term simulation of saltmarsh landscape based on hydro-sediment and vegetation Dynamics: Assessing future stability","year":2025,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Nantong Science and Technology Bureau; National Key Research and Development Program of China; Hohai University; Science and Technology Support Program of Jiangsu Province; Ministry of Natural Resources","keywords":"Salt marsh; Environmental science; Term (time); Sediment; Vegetation (pathology); Hydrology (agriculture); Soil science; Geology; Oceanography; Geomorphology; Geotechnical engineering","score_opus":0.005776779069095386,"score_gpt":0.23831374396171506,"score_spread":0.23253696489261969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411276637","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":[0.9868208,0.000018560191,0.0076676994,0.00018375341,0.00017874938,0.00023151375,0.0000052478786,0.000024343091,0.004869341],"genre_scores_gemma":[0.9995,0.000006394503,0.0003451901,0.00004778981,0.000015529384,0.000005057145,0.000013850074,0.0000047833496,0.0000614233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862266,0.00003680091,0.0002541978,0.0004582306,0.00040454106,0.00022358914],"domain_scores_gemma":[0.99943095,0.000118245094,0.00010183382,0.00022484933,0.000028358721,0.00009577925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006152535,0.0001453225,0.0001704755,0.000107165695,0.00025663935,0.00010569242,0.00015268066,0.000044549888,0.000048057762],"category_scores_gemma":[0.00005697155,0.00012364949,0.000025185804,0.0005231763,0.00039892585,0.0004458139,0.0003712358,0.000099284065,0.0000034204618],"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":[0.000033847988,0.000093382056,0.9341893,0.00010562817,0.0000022851561,0.0000018612926,0.0001155947,0.029875357,0.0019748842,0.000116966774,0.0000014884982,0.033489402],"study_design_scores_gemma":[0.00021336228,0.00006382427,0.51188517,0.00004295503,0.0000061995647,6.554287e-7,0.00006672916,0.48737207,0.00018530423,0.000092594506,0.0000040246487,0.000067093744],"about_ca_topic_score_codex":0.00015893175,"about_ca_topic_score_gemma":0.002046788,"teacher_disagreement_score":0.45749673,"about_ca_system_score_codex":0.00011647131,"about_ca_system_score_gemma":0.000046338664,"threshold_uncertainty_score":0.50422794},"labels":[],"label_agreement":null},{"id":"W4411328796","doi":"10.1016/j.ecolind.2025.113763","title":"Effects of atypical water-level fluctuations on macrophyte species composition, ecological structure, and identification of water-level Indicator Species for coastal wetlands","year":2025,"lang":"en","type":"article","venue":"Ecological Indicators","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Natural Resources and Forestry","keywords":"Macrophyte; Wetland; Water level; Ecology; Environmental science; Indicator species; Identification (biology); Aquatic plant; Ecological indicator; Biology; Habitat; Ecosystem; Geography","score_opus":0.009992442743191467,"score_gpt":0.22347671806996305,"score_spread":0.21348427532677158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411328796","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":[0.9936905,0.0000049603177,0.0035482475,0.00033343147,0.0003111023,0.0009986018,0.0007549548,0.000038452148,0.00031977688],"genre_scores_gemma":[0.9982811,0.000014004228,0.0006017171,0.000083916486,0.000039034454,0.00009434763,0.0003488438,0.000012856816,0.0005241468],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99777704,0.00013249477,0.0007886537,0.00053314515,0.00032925027,0.00043941854],"domain_scores_gemma":[0.9988085,0.0005335915,0.00024327722,0.00025311735,0.000027729451,0.00013380537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034522443,0.0002718992,0.0005223948,0.00023731074,0.0002823107,0.000041650306,0.0003747724,0.00030487138,0.00073191867],"category_scores_gemma":[0.00015432648,0.00017029057,0.00013675171,0.0002597341,0.00085959875,0.00010282662,0.00048199415,0.00020415655,0.000040827235],"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":[0.00048547122,0.0012930323,0.40878823,0.00038469266,0.00013566356,0.000008383054,0.00046035132,0.00040186173,0.57858413,0.0076347897,0.00064136705,0.001182023],"study_design_scores_gemma":[0.00068111747,0.0003711319,0.7573492,0.000017472013,0.000054958902,0.0000027578199,0.00004254866,0.000277846,0.23813365,0.0025426883,0.0003680554,0.00015857314],"about_ca_topic_score_codex":0.0000108987015,"about_ca_topic_score_gemma":0.00020615767,"teacher_disagreement_score":0.34856096,"about_ca_system_score_codex":0.00016008984,"about_ca_system_score_gemma":0.000017362152,"threshold_uncertainty_score":0.8013996},"labels":[],"label_agreement":null},{"id":"W4411538339","doi":"10.3389/focsu.2025.1585622","title":"The influence of household socio-economic profiles on the use of mangrove resources along the Benin coastline","year":2025,"lang":"en","type":"article","venue":"Frontiers in Ocean Sustainability","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"International Development Research Centre","keywords":"Mangrove; Overexploitation; Agriculture; Vulnerability (computing); Land use; Geography; Biosphere; Socioeconomic status; Ecosystem; Business; Natural resource economics; Socioeconomics; Ecology; Economics","score_opus":0.0073377460080239374,"score_gpt":0.20464421808745395,"score_spread":0.19730647207943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411538339","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":[0.99524814,0.000048082224,0.00015546133,0.003176994,0.00014033481,0.0009851801,0.000059173537,0.00001589329,0.00017076718],"genre_scores_gemma":[0.9989862,0.00002499973,0.00010466995,0.00009134049,0.000009555772,0.000023041901,0.0000020983707,0.000010743332,0.000747373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825877,0.0003477551,0.00053958705,0.00030851993,0.00022211393,0.00032327764],"domain_scores_gemma":[0.9978624,0.00094000547,0.00024977306,0.0008886678,0.000030004274,0.000029123099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015054627,0.00016367846,0.0002488331,0.0000435594,0.00027418885,0.000046097197,0.00078911905,0.00007414042,0.000009626871],"category_scores_gemma":[0.00077333057,0.00008718884,0.000104433355,0.00027547564,0.0012306713,0.0001438199,0.00057737937,0.00024587446,0.000001345802],"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":[0.00014038465,0.000049425802,0.8858271,0.000061583145,0.000019828425,9.672173e-7,0.0010325736,0.1012449,0.00000709236,0.000643536,0.009544852,0.0014277414],"study_design_scores_gemma":[0.00025659765,0.00006691405,0.9533994,0.000048888684,0.000020094541,5.1660516e-7,0.0148218805,0.012823522,0.00012142031,0.0091957,0.009113458,0.00013158543],"about_ca_topic_score_codex":0.0029356699,"about_ca_topic_score_gemma":0.0020777562,"teacher_disagreement_score":0.088421375,"about_ca_system_score_codex":0.000934839,"about_ca_system_score_gemma":0.0000815554,"threshold_uncertainty_score":0.45344597},"labels":[],"label_agreement":null},{"id":"W4411617496","doi":"10.51847/evf9puj","title":"10.51847/EVf9Puj","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"BENGAL; Vegetation (pathology); West bengal; Geography; Oceanography; Geology; Socioeconomics; Bay; Medicine","score_opus":0.0028651723842681386,"score_gpt":0.15045977777736239,"score_spread":0.14759460539309424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411617496","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":[0.035271402,0.000003073449,0.0000018425434,0.00011747715,0.0000023759344,0.0001279515,0.000011056418,0.00007716695,0.96438766],"genre_scores_gemma":[0.008706515,1.264396e-7,0.00011314144,0.000048299902,0.000029658653,0.000009532242,0.00000784129,0.000014319393,0.99107057],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926186,0.000017561011,0.000115668314,0.00020163547,0.00016776899,0.00023549261],"domain_scores_gemma":[0.9995859,0.000015552505,0.000014348464,0.00024367502,0.0000019961276,0.00013851671],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009542911,0.00009378638,0.000094381,0.000015332882,0.00006275389,0.000024453764,0.0001961474,0.00003458453,0.998601],"category_scores_gemma":[0.00000778573,0.00008885043,0.000034532113,0.00016103561,0.00002231287,0.000088470115,0.000109560024,0.000045070716,0.99778616],"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":[0.000023831468,0.000028458595,0.000026368618,0.000001959047,0.000003199503,0.0000054220345,0.00001563074,0.0017825974,0.00009487041,3.0794945e-7,0.025313074,0.9727043],"study_design_scores_gemma":[0.00008983687,0.00005468211,0.0010374261,0.0000045279007,0.0000039480874,0.000009037511,5.5420145e-7,0.0037573904,0.000004883527,0.0000034365817,0.99490744,0.00012680933],"about_ca_topic_score_codex":0.0001634354,"about_ca_topic_score_gemma":0.000010676399,"teacher_disagreement_score":0.97257745,"about_ca_system_score_codex":0.00008456547,"about_ca_system_score_gemma":0.0000028235127,"threshold_uncertainty_score":0.36232156},"labels":[],"label_agreement":null},{"id":"W4411629165","doi":"10.1007/s12231-025-09640-6","title":"Community-Based Mangrove Management in Sucre, Colombia: Stakeholder Perceptions, Land Cover Trends, and Challenges","year":2025,"lang":"en","type":"article","venue":"Ethnobotany and Economic Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mangrove; Geography; Stakeholder; Land cover; Agroforestry; Plant ecology; Environmental resource management; Cover (algebra); Environmental planning; Land use; Forestry; Environmental science; Environmental protection; Ecology; Political science; Biology; Engineering","score_opus":0.026991274435369514,"score_gpt":0.2358477413969434,"score_spread":0.2088564669615739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411629165","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":[0.96257305,0.00066840963,0.000044007338,0.0023623004,0.00013302651,0.00021548137,0.000040641993,0.000034705634,0.03392839],"genre_scores_gemma":[0.9942062,0.0017821739,0.00023132164,0.00032913618,0.000010605345,0.00004119586,0.000008842302,0.000013958655,0.0033765736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988794,0.00012991957,0.0002822477,0.00035021763,0.0000635893,0.0002946296],"domain_scores_gemma":[0.9994215,0.00010292787,0.00005874472,0.00033347518,0.0000020119974,0.00008139265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000539687,0.00019565418,0.0002609585,0.00011369069,0.00022704821,0.00006425294,0.00016712413,0.00011617194,0.00058161985],"category_scores_gemma":[0.0000042551437,0.00020695162,0.00003415865,0.00010193268,0.00015630339,0.00017702869,0.00034409956,0.00025102936,0.00010647284],"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":[0.00026492248,0.0004554462,0.8102396,0.00045223715,0.00016660911,0.000047337195,0.0019377628,0.0041319616,0.0002060488,0.0023433804,0.0056952513,0.17405945],"study_design_scores_gemma":[0.0017772282,0.000066725865,0.95439756,0.0000768902,0.000035448436,0.0000063909956,0.0014887619,0.014422143,0.000005388362,0.00090686476,0.026506847,0.00030972747],"about_ca_topic_score_codex":0.0013353089,"about_ca_topic_score_gemma":0.039221976,"teacher_disagreement_score":0.17374972,"about_ca_system_score_codex":0.0002928776,"about_ca_system_score_gemma":0.0000067715114,"threshold_uncertainty_score":0.9783097},"labels":[],"label_agreement":null},{"id":"W4411717292","doi":"10.1111/csp2.70101","title":"Long‐term dynamics of coastal dune landscapes and habitat diversity: Insights from a quarter century of resurveys in Castelporziano Presidential Estate","year":2025,"lang":"en","type":"article","venue":"Conservation Science and Practice","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Università degli Studi di Sassari; Ministero dell’Istruzione, dell’Università e della Ricerca; European Commission","keywords":"Geography; Diversity (politics); Quarter (Canadian coin); Term (time); Habitat; Ecology; Presidential system; Dynamics (music); Economic geography; Archaeology; Biology; Political science; Sociology; Physics","score_opus":0.010278121829568436,"score_gpt":0.24623470583474422,"score_spread":0.23595658400517577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411717292","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":[0.9954724,0.00004554789,0.00074314233,0.00088971865,0.00011074551,0.0001687995,0.000045056593,0.0000054301504,0.0025191836],"genre_scores_gemma":[0.99934494,0.00016394383,0.00032580685,0.00009839996,0.0000030121314,0.000001782377,0.000015061614,0.0000022132683,0.00004484599],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987855,0.00015405423,0.0002805239,0.00028143934,0.00036941984,0.00012905685],"domain_scores_gemma":[0.99875957,0.0007165393,0.00022489933,0.00016360196,0.00008294538,0.000052466672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009464258,0.0000847435,0.00015683004,0.00012777658,0.00015776303,0.00005977298,0.00016809496,0.000042460037,0.000018609118],"category_scores_gemma":[0.0006449595,0.000080396945,0.000013047394,0.00061870215,0.00040274716,0.0014129083,0.0006522696,0.000075222626,0.0000022854665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018127354,0.00004814857,0.9920011,0.00002953832,0.0000063408424,0.0000100181815,0.0017933751,0.000037264672,0.0029727216,0.00013776,0.000043690565,0.0027387377],"study_design_scores_gemma":[0.0004832701,0.000045728008,0.98061305,0.00005603502,0.00002365609,0.000007136099,0.0014902508,0.016720654,0.00012503657,0.00026201628,0.00009441448,0.00007876747],"about_ca_topic_score_codex":0.011049344,"about_ca_topic_score_gemma":0.12722248,"teacher_disagreement_score":0.11617313,"about_ca_system_score_codex":0.000053653534,"about_ca_system_score_gemma":0.00007299546,"threshold_uncertainty_score":0.99553615},"labels":[],"label_agreement":null},{"id":"W4411873455","doi":"10.3390/biology14070781","title":"Knowledge Structure and Evolution of Wetland Plant Diversity Research: Visual Exploration Based on CiteSpace","year":2025,"lang":"en","type":"review","venue":"Biology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"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":"National Natural Science Foundation of China","keywords":"Wetland; Diversity (politics); Environmental resource management; Ecology; Ecosystem; Plant diversity; Ecosystem services; Bibliometrics; Biology; Library science; Computer science; Sociology; Environmental science","score_opus":0.07074221504120351,"score_gpt":0.34749910333202,"score_spread":0.27675688829081646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411873455","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007849046,0.9838857,0.000925915,0.000048044138,0.0006428511,0.0016102901,0.0017318585,0.000044180917,0.0032621217],"genre_scores_gemma":[0.10306527,0.8956845,0.000058765196,0.000005127306,0.000069111324,0.00002195917,0.0007486312,0.000013074868,0.00033356564],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998606,0.0005062553,0.00020064272,0.0003661504,0.00011569954,0.00020523102],"domain_scores_gemma":[0.9991861,0.00043696936,0.00012308049,0.00018872738,0.000013704218,0.00005143074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038983047,0.00016666135,0.0005111879,0.00020916169,0.00016410701,0.000007609936,0.00018567733,0.00031627176,0.000081289196],"category_scores_gemma":[0.00011399277,0.00012661693,0.00006487467,0.0003517846,0.00015764148,0.00004115175,0.00083918514,0.00022707682,0.00003125183],"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":[0.0001885386,0.00027961805,0.05264403,0.02059272,0.00009780139,0.000010195639,0.00035548751,0.00017661315,0.00009626884,0.0014835299,0.0036353543,0.92043984],"study_design_scores_gemma":[0.00070713734,0.0011747762,0.0049397643,0.0074922387,0.00024993526,0.0000122389665,0.00009446685,0.010553043,0.000007736406,0.0011535544,0.97294515,0.00066997134],"about_ca_topic_score_codex":0.00029709228,"about_ca_topic_score_gemma":0.0025435288,"teacher_disagreement_score":0.9693098,"about_ca_system_score_codex":0.00038667445,"about_ca_system_score_gemma":0.00006826655,"threshold_uncertainty_score":0.5163289},"labels":[],"label_agreement":null},{"id":"W4412036332","doi":"10.3389/fevo.2025.1633852","title":"Saltmarsh reclamation enhances plant species richness and reduces soil macrofaunal biomass by regulating soil properties through elevation","year":2025,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Institute on Governance","funders":"Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Land reclamation; Species richness; Salt marsh; Environmental science; Biomass (ecology); Elevation (ballistics); Ecology; Spartina alterniflora; Wetland; Marsh; Biology","score_opus":0.005028787878420614,"score_gpt":0.18600042800452862,"score_spread":0.180971640126108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412036332","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":[0.99153435,0.00057089754,0.0053807995,0.0004848441,0.00064896815,0.00020849926,0.00001302018,0.000029299816,0.0011293411],"genre_scores_gemma":[0.99756277,0.00025165683,0.00091948913,0.000030106852,0.000021157033,0.00003495305,0.000042908552,0.000004928365,0.0011320099],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990305,0.00009768196,0.0002594235,0.00029490248,0.000092676324,0.00022484409],"domain_scores_gemma":[0.99975234,0.000029519542,0.000110921705,0.000077929064,0.000008299059,0.00002100238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030412633,0.00011863063,0.00017634686,0.00007493192,0.0002706314,0.000031887805,0.00007128805,0.00014532797,0.000012684218],"category_scores_gemma":[0.000058007117,0.000109981636,0.00001398343,0.00021732275,0.00023574864,0.0004160554,0.00010870594,0.00009132855,0.0000034477782],"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":[0.00009531502,0.000033487788,0.95496666,0.000070318,0.000014910259,6.355189e-7,0.00054148934,0.0004893748,0.034747828,0.00017572241,0.0068678376,0.0019964399],"study_design_scores_gemma":[0.0005072852,0.000072603994,0.90548223,0.00010219023,0.000021379636,0.000009024853,0.0020930758,0.07517366,0.007834067,0.007843896,0.0006471163,0.00021345945],"about_ca_topic_score_codex":0.0003146542,"about_ca_topic_score_gemma":0.0021336144,"teacher_disagreement_score":0.074684285,"about_ca_system_score_codex":0.00033239092,"about_ca_system_score_gemma":0.00001541487,"threshold_uncertainty_score":0.44849208},"labels":[],"label_agreement":null},{"id":"W4412427699","doi":"10.1016/j.ecolind.2025.113837","title":"Substantial rehabilitation of mangrove forests along the Indus Delta coastline of Pakistan: A 33-year review","year":2025,"lang":"en","type":"review","venue":"Ecological Indicators","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":5,"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":"National Natural Science Foundation of China; Canadian Anesthesiologists' Society; Youth Innovation Promotion Association of the Chinese Academy of Sciences; Natural Science Foundation of Jilin Province","keywords":"Indus; Mangrove; Delta; Geography; Environmental science; Tidal flat; Ecology; Forestry; Agroforestry; Geology; Biology; Geomorphology; Sediment","score_opus":0.014403049832700375,"score_gpt":0.3027590702338912,"score_spread":0.28835602040119085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412427699","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068316325,0.9865411,0.0000568875,0.00015282993,0.00027471912,0.0033045248,0.00059828645,0.00003753245,0.002202479],"genre_scores_gemma":[0.017412463,0.98176795,0.00019368695,0.000047929705,0.000028033526,0.00020076483,0.0001830121,0.000022564225,0.00014359325],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99648756,0.0005532036,0.0016078404,0.0005152227,0.00049489195,0.00034126535],"domain_scores_gemma":[0.99612707,0.0017795912,0.0013121248,0.0006593152,0.000021111224,0.0001008015],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014471135,0.00037008408,0.0017674239,0.00013758257,0.000090306705,0.000011800378,0.00090429134,0.000446163,0.0014396859],"category_scores_gemma":[0.0009705045,0.00021834976,0.0005983348,0.0014115069,0.00049538113,0.00006271627,0.00075887924,0.0004686924,0.00010053451],"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":[0.000045864843,0.00084228313,0.0672691,0.10472001,0.00028972662,0.000031524898,0.0001731157,0.000032864496,7.3410195e-7,0.0021953918,0.010384481,0.8140149],"study_design_scores_gemma":[0.00037773696,0.0007087611,0.03529634,0.03649997,0.0012969422,0.000016696078,0.00011587288,0.00003235812,0.0000010015843,0.0003725719,0.92467296,0.0006087943],"about_ca_topic_score_codex":0.00016976637,"about_ca_topic_score_gemma":0.004636186,"teacher_disagreement_score":0.91428846,"about_ca_system_score_codex":0.0003248754,"about_ca_system_score_gemma":0.00013647812,"threshold_uncertainty_score":0.99947315},"labels":[],"label_agreement":null},{"id":"W4412447669","doi":"10.1016/j.limno.2025.126267","title":"Exploratory modelling of wind-generated wave and current bottom stress and potential for sediment resuspension in small lakes","year":2025,"lang":"en","type":"article","venue":"Limnologica","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"Centre for Ecology and Hydrology","keywords":"Current (fluid); Sediment; Environmental science; Sediment transport; Oceanography; Wind stress; Wind wave; Hydrology (agriculture); Geology; Geotechnical engineering; Geomorphology","score_opus":0.03060351044739518,"score_gpt":0.21882527383276593,"score_spread":0.18822176338537075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412447669","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":[0.99490684,0.00038954962,0.0039587454,0.000101572674,0.00012267283,0.00030796602,0.000027780217,0.000015426504,0.00016945216],"genre_scores_gemma":[0.99848294,0.00030457618,0.0010882922,0.0000152016655,0.000008757838,0.000013672668,0.00001695783,0.000004170206,0.00006540753],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926406,0.000037798003,0.00020480226,0.00026671527,0.000062877734,0.00016374297],"domain_scores_gemma":[0.9997524,0.00003853438,0.00005731171,0.00011023964,0.000008122508,0.000033394812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014787796,0.00009784147,0.0001570973,0.00004728195,0.000057559642,0.000014660334,0.000059990834,0.00007135614,0.000013237385],"category_scores_gemma":[0.000012212171,0.00008075707,0.000018921975,0.00009843058,0.00006898578,0.00005253441,0.00019142401,0.000084116014,0.0000010129835],"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":[0.0011034862,0.0010360329,0.33698493,0.00086187583,0.00009535505,0.000053443287,0.0021849705,0.48019025,0.07988193,0.0025028095,0.0003640253,0.09474087],"study_design_scores_gemma":[0.0014130562,0.00024135712,0.035024498,0.000282284,0.00003778816,0.000002650007,0.0005826471,0.9532246,0.005132918,0.003403277,0.00039662217,0.00025832647],"about_ca_topic_score_codex":0.00005679395,"about_ca_topic_score_gemma":0.0006417633,"teacher_disagreement_score":0.47303432,"about_ca_system_score_codex":0.000039808092,"about_ca_system_score_gemma":0.000006649329,"threshold_uncertainty_score":0.32931778},"labels":[],"label_agreement":null},{"id":"W4412531669","doi":"10.1016/j.jenvman.2025.126669","title":"Leveraging mangroves to advance climate action in Africa: Zooming in on Nationally Determined Contributions (NDCs)","year":2025,"lang":"en","type":"review","venue":"Journal of Environmental Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"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 British Columbia","funders":"","keywords":"Mangrove; Action (physics); Geography; Climate change; Environmental science; Environmental resource management; Environmental protection; Environmental planning; Ecology; Oceanography; Geology","score_opus":0.014426775016271338,"score_gpt":0.2785057749382582,"score_spread":0.26407899992198686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412531669","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020482305,0.93642366,0.0034561292,0.00056092074,0.0027304555,0.0073824534,0.000436652,0.00005118644,0.028476212],"genre_scores_gemma":[0.018545039,0.9790762,0.0010715863,0.000075140386,0.0000478377,0.00009848821,0.00002656479,0.000030515079,0.0010286052],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973549,0.0001456089,0.0011334512,0.00039214533,0.0005376156,0.00043623665],"domain_scores_gemma":[0.99889433,0.0001583604,0.0005965751,0.00024489439,0.0000023414068,0.00010349298],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000729853,0.0003485237,0.00083124096,0.00066800625,0.00007718655,0.00004289492,0.00042120146,0.00010090803,0.00017994555],"category_scores_gemma":[0.000034630386,0.00032508897,0.00024823786,0.00042515688,0.000027012748,0.00025718275,0.00061545765,0.0003821549,0.00016690732],"study_design_candidate":"design_other","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":[0.00008367715,0.0005441794,0.00088827015,0.0028296378,0.000084723295,0.00041852437,0.00013532852,0.0111432625,0.000023624018,0.000084111845,0.00022401275,0.98354065],"study_design_scores_gemma":[0.0015258222,0.00026900432,0.023032945,0.02235516,0.00033540823,0.0000762551,0.00043523448,0.0008902359,0.000002567201,0.00022661257,0.950051,0.00079974456],"about_ca_topic_score_codex":0.000009016266,"about_ca_topic_score_gemma":0.00014033538,"teacher_disagreement_score":0.9827409,"about_ca_system_score_codex":0.0044049737,"about_ca_system_score_gemma":0.000013113415,"threshold_uncertainty_score":0.9999201},"labels":[],"label_agreement":null},{"id":"W4412580646","doi":"10.1016/j.marpolbul.2025.118463","title":"Spatio-temporal variation in the potential ammonia oxidation rates and microbial communities of mangrove wetlands with different sediment textures in South China","year":2025,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Postdoctoral Research Foundation of China; Qingdao National Laboratory for Marine Science and Technology; National Natural Science Foundation of China; China Postdoctoral Science Foundation; Qingdao Municipal Bureau of Human Resource and Social Security; Fundamental Research Funds for the Central Universities; Ontario Ministry of Natural Resources and Forestry","keywords":"Mangrove; Wetland; Sediment; Environmental science; China; Ecology; Geography; Geology; Biology; Geomorphology","score_opus":0.0029293903629216567,"score_gpt":0.1802098700374097,"score_spread":0.17728047967448804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412580646","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":[0.99608225,0.000005932294,0.00092813955,0.0020096141,0.00004646529,0.0003213756,0.00001512247,0.000008907351,0.0005822153],"genre_scores_gemma":[0.99935067,0.000007644277,0.00020012014,0.00007895157,0.000010894066,0.000021518263,0.00011722819,0.000005051072,0.00020791292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917245,0.00016644562,0.00024785544,0.00012995028,0.0001476066,0.00013570333],"domain_scores_gemma":[0.9996987,0.000025389418,0.000107401414,0.00014869281,0.0000052531414,0.000014565856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002838577,0.00011882458,0.00014267642,0.00009838666,0.00007559514,0.00003731433,0.000120669996,0.000045973116,0.00021203702],"category_scores_gemma":[0.000007821657,0.00008282971,0.000019010298,0.00016020818,0.000071926566,0.00003930525,0.00022403095,0.00011709153,0.000004252682],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028813464,0.00014896216,0.99186325,0.000038853326,0.00000949153,0.0000022564482,0.0023885404,0.0028388116,0.0009835111,0.00023188288,0.00012972609,0.0010765939],"study_design_scores_gemma":[0.0009960876,0.00006854657,0.9916576,0.000041969182,0.0000121980465,0.0000038358594,0.0006411134,0.0058686533,0.0001444884,0.000209588,0.0002705894,0.00008530684],"about_ca_topic_score_codex":0.016563697,"about_ca_topic_score_gemma":0.0756235,"teacher_disagreement_score":0.059059802,"about_ca_system_score_codex":0.00011056501,"about_ca_system_score_gemma":0.000006808501,"threshold_uncertainty_score":0.9899851},"labels":[],"label_agreement":null},{"id":"W4412674776","doi":"10.59465/jpht.v15i2.835","title":"Fenologi Pembungaan Rhizophora mucronata Lamk. di Hutan Mangrove Pasuruan, Jawa Timur","year":2018,"lang":"id","type":"article","venue":"Jurnal Penelitian Hutan Tanaman","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Rhizophora mucronata; Mangrove; Rhizophora; Forestry; Rhizophoraceae; Biology; Geography; Botany; Ecology","score_opus":0.011297680988611404,"score_gpt":0.22962027093547419,"score_spread":0.2183225899468628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412674776","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":[0.90324855,0.00057473866,0.00055776036,0.0027350283,0.0032660635,0.0011728554,0.0013418922,0.00031392724,0.086789206],"genre_scores_gemma":[0.977974,0.00032577416,0.00032289885,0.0008186726,0.0018672512,0.000035823366,0.000286135,0.00025746576,0.018111963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9906105,0.0005721416,0.0018351852,0.002307447,0.0018408498,0.0028338772],"domain_scores_gemma":[0.9948253,0.00021826965,0.0010013898,0.0022959542,0.0001681283,0.0014909727],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0013011257,0.0014413925,0.0013130134,0.00036906954,0.001569916,0.00093360734,0.0026440278,0.00082771544,0.016261976],"category_scores_gemma":[0.00020020321,0.0014475127,0.00067242945,0.0011408165,0.0014392913,0.0010873675,0.0021081923,0.0013907441,0.018880261],"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":[0.00420703,0.0045408243,0.5948568,0.0019438606,0.0028199153,0.010650884,0.013328509,0.0006455524,0.10327546,0.00782075,0.1200939,0.1358165],"study_design_scores_gemma":[0.004897005,0.0048640505,0.75575405,0.0012330374,0.0007424722,0.002372535,0.006685341,0.025088254,0.0028094254,0.0032752298,0.18649133,0.0057873],"about_ca_topic_score_codex":0.0029225976,"about_ca_topic_score_gemma":0.030794485,"teacher_disagreement_score":0.16089721,"about_ca_system_score_codex":0.002197267,"about_ca_system_score_gemma":0.00020370471,"threshold_uncertainty_score":0.9998336},"labels":[],"label_agreement":null},{"id":"W4412711084","doi":"10.1016/j.ijsrc.2025.07.006","title":"Investigation into the existence and genesis of fluid mud in Lake Taihu, China","year":2025,"lang":"en","type":"article","venue":"International Journal of Sediment Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"National Key Research and Development Program of China; China Scholarship Council; Ministry of Science and Technology of the People's Republic of China","keywords":"China; Geology; Environmental science; Hydrology (agriculture); Oceanography; Petroleum engineering; Geotechnical engineering; Geography","score_opus":0.02194823925654751,"score_gpt":0.31772629689297066,"score_spread":0.2957780576364232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412711084","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":[0.99302745,0.00013769924,0.00012760378,0.00464192,0.00017787209,0.000103795224,0.0000030464448,0.0000013743572,0.0017792139],"genre_scores_gemma":[0.99893683,0.00020252209,0.00043014094,0.000049493967,0.000034721106,0.000004168944,0.0000015754539,0.0000029057983,0.00033763598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983996,0.00013094392,0.0003564878,0.00010354817,0.00089157035,0.000117817304],"domain_scores_gemma":[0.9994847,0.00016895188,0.00011145293,0.00009323214,0.000097755124,0.000043902204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001985161,0.000053631316,0.00009452537,0.00022254241,0.00005054291,0.000039891125,0.00046826183,0.000029032879,0.00014076123],"category_scores_gemma":[0.00017483278,0.000037072732,0.000030195524,0.00029836065,0.00020820052,0.0001796715,0.0004021113,0.00019262353,0.000006770877],"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":[0.00018586247,0.000093740055,0.9222165,0.00003345467,0.00006890831,0.00003568248,0.0042579737,0.001477398,0.039820824,0.0019436512,0.001166042,0.028699994],"study_design_scores_gemma":[0.0007701846,0.00016128586,0.95785785,0.00031353545,0.000007649622,0.000034942062,0.0013046266,0.010857756,0.007844242,0.01760113,0.0031687708,0.00007804108],"about_ca_topic_score_codex":0.0017353162,"about_ca_topic_score_gemma":0.0037895225,"teacher_disagreement_score":0.035641365,"about_ca_system_score_codex":0.00024192022,"about_ca_system_score_gemma":0.00005207508,"threshold_uncertainty_score":0.26232907},"labels":[],"label_agreement":null},{"id":"W4412726405","doi":"10.1093/treephys/tpaf091","title":"Adjustment in leaf water relations and the maintenance of mangrove seedling growth under increasing salinity","year":2025,"lang":"en","type":"article","venue":"Tree Physiology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Université du Québec à Chicoutimi","funders":"","keywords":"Seedling; Mangrove; Salinity; Plant growth; Biology; Environmental science; Botany; Agronomy; Ecology","score_opus":0.005410371546956136,"score_gpt":0.20655981769116802,"score_spread":0.20114944614421187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412726405","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":[0.99287575,0.000025223699,0.00032637804,0.00092922023,0.00006279776,0.00014867604,0.0000026224784,0.0000078385,0.005621482],"genre_scores_gemma":[0.9993661,0.000020619973,0.00012694855,0.0001604349,0.000007825649,0.00001128929,0.0000057526963,0.0000036708188,0.00029732793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931276,0.00014260519,0.00018222447,0.00015850017,0.00004586126,0.00015807351],"domain_scores_gemma":[0.9995959,0.00020451941,0.000040049996,0.00014050724,0.0000046699856,0.000014393931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027243266,0.00007059839,0.0001597707,0.000027491948,0.000052575317,0.0000032745056,0.00009473162,0.000039939132,0.000060393242],"category_scores_gemma":[0.000034047112,0.000041020106,0.00002784076,0.00009240751,0.0002162558,0.000049288603,0.00026798004,0.000088753666,0.000023911924],"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":[0.0021923494,0.00042552687,0.57828426,0.00021802878,0.00016022038,0.000005213913,0.005265999,0.03662437,0.2917584,0.077977434,0.0007003568,0.006387829],"study_design_scores_gemma":[0.000932703,0.000016479844,0.9436635,0.000028684934,0.0000135308865,0.0000022133531,0.00029137285,0.014119615,0.00039657168,0.040449794,0.00002685432,0.000058677466],"about_ca_topic_score_codex":0.0037810402,"about_ca_topic_score_gemma":0.00664558,"teacher_disagreement_score":0.3653792,"about_ca_system_score_codex":0.00007826745,"about_ca_system_score_gemma":0.0000043236064,"threshold_uncertainty_score":0.5715827},"labels":[],"label_agreement":null},{"id":"W4412736100","doi":"10.1016/j.ecoinf.2025.103352","title":"Responses of the functional traits of wetland plants to variations in water levels and regimes—A global synthesis","year":2025,"lang":"en","type":"article","venue":"Ecological Informatics","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Université du Québec à Montréal","funders":"Natural Science Foundation of Hunan Province; National Natural Science Foundation of China","keywords":"Wetland; Environmental science; Ecology; Biology","score_opus":0.014143673709376149,"score_gpt":0.22398638714008162,"score_spread":0.20984271343070549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412736100","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":[0.99013996,0.0000010917822,0.00088758714,0.00040833268,0.00005806029,0.00018124288,0.00008821153,0.0000050498443,0.00823049],"genre_scores_gemma":[0.9989234,0.0000013332909,0.0006818119,0.0001346816,0.0000020236926,0.000011490483,0.0000014513105,9.3370954e-7,0.00024287356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929583,0.00004504034,0.00035514013,0.00005634811,0.00012347905,0.00012419141],"domain_scores_gemma":[0.9995595,0.00025053736,0.000061079816,0.000094010604,0.00000650746,0.000028367542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002989878,0.000061736435,0.00013917751,0.000028030383,0.000048146216,0.000008676443,0.00012819789,0.00006243396,0.00024999384],"category_scores_gemma":[0.00024825684,0.000034015116,0.0000251503,0.0001630283,0.00006336744,0.00007789692,0.00030344367,0.000046702065,0.000018176108],"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":[0.00017803941,0.00017391026,0.9797916,0.0000861256,0.000027055765,9.969262e-7,0.0011974619,0.010648541,0.0009872351,0.0021843924,0.0013590043,0.0033656491],"study_design_scores_gemma":[0.00013737667,0.00002924099,0.9935549,0.000025813348,0.0000061652518,0.0000035556398,0.00016200505,0.0041846065,0.00042214766,0.0010800046,0.00035144683,0.000042740776],"about_ca_topic_score_codex":0.00003778098,"about_ca_topic_score_gemma":0.00080849795,"teacher_disagreement_score":0.0137633085,"about_ca_system_score_codex":0.00008091209,"about_ca_system_score_gemma":0.000013551092,"threshold_uncertainty_score":0.27372575},"labels":[],"label_agreement":null},{"id":"W4412925408","doi":"10.1002/aqc.70187","title":"Spatiotemporal Changes in Ghana's Mangrove Ecosystems and Pathways for Restoration Action","year":2025,"lang":"en","type":"article","venue":"Aquatic Conservation Marine and Freshwater Ecosystems","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of British Columbia","funders":"","keywords":"Mangrove; Mangrove ecosystem; Ecosystem; Geography; Ecology; Environmental resource management; Restoration ecology; Action (physics); Agroforestry; Environmental science; Fishery; Biology","score_opus":0.019915124666607092,"score_gpt":0.22997631298816074,"score_spread":0.21006118832155365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412925408","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":[0.992323,0.000029976498,0.0033124636,0.0017857581,0.0003727123,0.0012167578,0.0000399051,0.00004653333,0.00087291613],"genre_scores_gemma":[0.99729353,0.0000274395,0.00063217536,0.00019619256,0.000054588643,0.0002845104,0.00027644035,0.000015540207,0.001219554],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986438,0.00010043213,0.00047226434,0.00039747424,0.00014717838,0.00023885294],"domain_scores_gemma":[0.9993601,0.0001622025,0.00017939568,0.00021728443,0.00001939496,0.00006164075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006649886,0.00019081827,0.00028646062,0.00017195843,0.0001383416,0.00011966004,0.00008660695,0.000118626565,0.00009796865],"category_scores_gemma":[0.0000657432,0.00018087075,0.000027242368,0.00023042625,0.000033230084,0.00029705593,0.00017297587,0.00007616409,0.000017045035],"study_design_candidate":"observational","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":[0.000079575,0.00003127851,0.98765516,0.00040957227,0.000017878394,0.0000024639976,0.00039309904,0.000024177762,0.0011969813,0.0008711823,0.0015329854,0.0077856723],"study_design_scores_gemma":[0.001182963,0.000120203295,0.018928815,0.00014331548,0.000026133683,0.00000922468,0.00051493937,0.9462222,0.00030112508,0.0019632825,0.030340862,0.00024692726],"about_ca_topic_score_codex":0.07615874,"about_ca_topic_score_gemma":0.9611748,"teacher_disagreement_score":0.96872634,"about_ca_system_score_codex":0.00019972911,"about_ca_system_score_gemma":0.00001899222,"threshold_uncertainty_score":0.9299932},"labels":[],"label_agreement":null},{"id":"W4412988017","doi":"10.1007/s13157-025-01971-3","title":"Mangroves as a Nature-Based Solution and a Tool for Coastal Resilience","year":2025,"lang":"en","type":"article","venue":"Wetlands","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université Laval","funders":"","keywords":"Mangrove; Resilience (materials science); Landscape ecology; Wetland; Environmental resource management; Environmental science; Geography; Ecology; Environmental planning; Biology; Physics","score_opus":0.0027585059719415295,"score_gpt":0.2245153156597185,"score_spread":0.22175680968777697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412988017","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":[0.96589166,0.000035526136,0.019451298,0.00078869925,0.00020208709,0.0004114519,0.00004317124,0.000058732614,0.013117365],"genre_scores_gemma":[0.9953186,0.0000052297837,0.001034712,0.00037129075,0.000019333333,0.00005487508,0.000028970926,0.0000070331866,0.0031599768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992088,0.00001650766,0.00013517727,0.00028255468,0.00013210688,0.0002248709],"domain_scores_gemma":[0.99964076,0.00009565492,0.00003765034,0.00017437215,0.0000069967205,0.000044584995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018767627,0.000107562824,0.00011400056,0.000041730676,0.00015244192,0.00004737211,0.00012285715,0.000104171864,0.00006930414],"category_scores_gemma":[0.000083171835,0.00009570038,0.000041593717,0.00015279309,0.00007306711,0.00010174,0.00014581355,0.000093871415,0.000029728877],"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":[0.0007634457,0.00018327877,0.9155109,0.00028489396,0.000033703596,0.000014240799,0.0002049872,0.0010564147,0.024964364,0.0061497316,0.017617932,0.0332161],"study_design_scores_gemma":[0.0037340063,0.0005017654,0.5602473,0.00019610277,0.00007283806,0.00002699333,0.00017815572,0.3501789,0.003847168,0.0077658608,0.072557814,0.00069311506],"about_ca_topic_score_codex":0.00019102058,"about_ca_topic_score_gemma":0.0036347108,"teacher_disagreement_score":0.35526362,"about_ca_system_score_codex":0.00006118278,"about_ca_system_score_gemma":0.000019999949,"threshold_uncertainty_score":0.39025483},"labels":[],"label_agreement":null},{"id":"W4413015173","doi":"10.1016/j.rsma.2025.104388","title":"Community structure and carbon storage of mangrove forests in Hainan Island, China affected by their patch characteristics","year":2025,"lang":"en","type":"article","venue":"Regional Studies in Marine Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Foundation for Distinguished Young Talents in Higher Education of Guangdong; Natural Science Foundation of Guangdong Province; St. Thomas University","keywords":"Mangrove; China; Geography; Community structure; Forestry; Ecology; Environmental science; Agroforestry; Archaeology; Biology","score_opus":0.008190340420132843,"score_gpt":0.2428208605457257,"score_spread":0.23463052012559285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413015173","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":[0.99841166,0.000060621885,0.00001638494,0.00018132283,0.00010745996,0.00020522941,0.00003626696,0.000007423977,0.0009736582],"genre_scores_gemma":[0.99960804,0.00010367448,0.000086470944,0.000028058723,0.000004889837,0.000007818428,0.000010595197,0.000004075693,0.00014640109],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989358,0.00009827845,0.00022781499,0.00024873257,0.00023691806,0.00025244086],"domain_scores_gemma":[0.9994936,0.000114157825,0.00009554504,0.0002469559,0.000015710797,0.000034047724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058839994,0.0001416155,0.00027062706,0.00009788555,0.00017068055,0.000013854911,0.00036830947,0.000038633018,0.000007942999],"category_scores_gemma":[0.00017379616,0.00011264723,0.000016913938,0.0007927538,0.0010321356,0.00009990302,0.0020802158,0.00023967688,2.1977536e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022681677,0.00006550443,0.99132687,0.000079192294,0.000005755981,0.0000043166497,0.0013361757,0.0001091609,0.0014407118,0.00010010644,0.000094037976,0.0054155053],"study_design_scores_gemma":[0.000269402,0.000048981325,0.98768747,0.00008873487,0.0000027791868,0.000004744498,0.00055507757,0.008542837,0.000072306415,0.0025549084,0.00006949917,0.00010323916],"about_ca_topic_score_codex":0.0075479476,"about_ca_topic_score_gemma":0.0953604,"teacher_disagreement_score":0.08781245,"about_ca_system_score_codex":0.00032750465,"about_ca_system_score_gemma":0.000018530314,"threshold_uncertainty_score":0.99906087},"labels":[],"label_agreement":null},{"id":"W4413046349","doi":"10.1016/j.ecoleng.2025.107758","title":"Seasonal and inter-annual changes in wave attenuation by a constructed salt marsh on a sloping bed","year":2025,"lang":"en","type":"article","venue":"Ecological Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada; University of British Columbia; École de Technologie Supérieure; Institut National de la Recherche Scientifique","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; National Research Council; Institut national de la recherche scientifique","keywords":"Salt marsh; Attenuation; Environmental science; Hydrology (agriculture); Marsh; Geology; Soil science; Atmospheric sciences; Geotechnical engineering; Oceanography; Ecology; Wetland; Physics","score_opus":0.0044237712794020605,"score_gpt":0.18667449791919216,"score_spread":0.1822507266397901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413046349","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":[0.9968608,0.000009620449,0.0016941939,0.0004553131,0.0001348523,0.00016019131,0.000020059582,0.00004891326,0.00061606476],"genre_scores_gemma":[0.99929726,0.0000059411154,0.00042434077,0.000121701385,0.00000997188,0.000026494232,0.000011812748,0.000004684489,0.000097768025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993783,0.000018698987,0.000120740064,0.0002092824,0.00007631902,0.00019666099],"domain_scores_gemma":[0.999751,0.000121808014,0.000021461396,0.000059086462,0.0000028884565,0.000043784774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012531501,0.00009992689,0.00013079493,0.00004547968,0.000027981487,0.000017932534,0.00005784623,0.000075473195,0.000212768],"category_scores_gemma":[0.00011548686,0.00009114448,0.000014509457,0.00016508451,0.000025715302,0.00004950962,0.00017302975,0.00013076162,0.000013061593],"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":[0.00015755305,0.00039135295,0.79993325,0.00027124395,0.00007864397,0.00014212498,0.00080407003,0.03567937,0.040023502,0.0027504333,0.002635044,0.1171334],"study_design_scores_gemma":[0.0005151633,0.00011800341,0.59511006,0.000104280734,0.0000050100966,0.0000073542624,0.000083291,0.40260214,0.0002458074,0.00010636073,0.00091647235,0.00018607019],"about_ca_topic_score_codex":0.000025262287,"about_ca_topic_score_gemma":0.0005433507,"teacher_disagreement_score":0.36692277,"about_ca_system_score_codex":0.0002080986,"about_ca_system_score_gemma":0.000003140346,"threshold_uncertainty_score":0.37167642},"labels":[],"label_agreement":null},{"id":"W4413162685","doi":"10.5194/egusphere-2025-2972","title":"Vegetation-mediated surface soil organic carbon formation and potential carbon loss risks in Dongting Lake floodplain, China","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Université du Québec à Montréal","funders":"","keywords":"Floodplain; Environmental science; Soil carbon; Vegetation (pathology); China; Carbon fibers; Total organic carbon; Hydrology (agriculture); Ecology; Environmental chemistry; Soil science; Soil water; Geography; Geology; Chemistry; Materials science","score_opus":0.005520513693940554,"score_gpt":0.20585837584486844,"score_spread":0.2003378621509279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413162685","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":[0.9836867,0.000057855388,0.00041619097,0.00014859288,0.0004724939,0.0006030051,0.00004531555,0.00010685886,0.014462997],"genre_scores_gemma":[0.99899226,0.00012982936,0.00020022468,0.00002108894,0.000032872784,0.000016634714,0.00027753809,0.00002201653,0.0003075554],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979378,0.00013183743,0.0005864106,0.00058862224,0.00037283855,0.00038247983],"domain_scores_gemma":[0.99921787,0.000064036045,0.00025748348,0.00034959914,0.000015164094,0.000095830845],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005178992,0.000339332,0.00037751556,0.000108768574,0.000085414,0.00009887059,0.0002590433,0.00036362626,0.00010910292],"category_scores_gemma":[0.00007575379,0.00034199902,0.000054221146,0.00031102385,0.000054175922,0.00015067909,0.001432928,0.0005604674,0.000018242681],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041348532,0.000091197515,0.42245284,0.0007833407,0.000040873292,0.000042351756,0.0020069142,0.5707923,0.0020182026,0.000010245327,0.000012857911,0.0017075285],"study_design_scores_gemma":[0.0004500114,0.0000144607375,0.20281576,0.00018109952,0.000031769967,0.0000098419905,0.000110960835,0.7956253,0.00017520966,0.00026569224,0.000008208953,0.00031164064],"about_ca_topic_score_codex":0.021913018,"about_ca_topic_score_gemma":0.30714792,"teacher_disagreement_score":0.2852349,"about_ca_system_score_codex":0.00040278322,"about_ca_system_score_gemma":0.00004686617,"threshold_uncertainty_score":0.9999032},"labels":[],"label_agreement":null},{"id":"W4413419191","doi":"10.1038/s43247-025-02699-y","title":"Lines in the landscape","year":2025,"lang":"en","type":"article","venue":"Communications Earth & Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Environment Research Council; Sveriges Lantbruksuniversitet; Naturvårdsverket; Svenska Forskningsrådet Formas","keywords":"Geography","score_opus":0.011609003075591403,"score_gpt":0.2304904495274526,"score_spread":0.2188814464518612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413419191","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":[0.7629798,0.000690582,0.0017986052,0.013599004,0.000082170845,0.0007518795,0.000013453535,0.00004317473,0.22004129],"genre_scores_gemma":[0.9953337,0.0006393865,0.0013755026,0.00042175179,0.0000055180467,0.00009286782,0.000026494996,0.0000047370163,0.0021000977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921477,0.00014728298,0.00019829122,0.00015254224,0.00013433375,0.00015275917],"domain_scores_gemma":[0.9980911,0.00013971087,0.00003716054,0.0017098857,9.253753e-7,0.000021192282],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036593893,0.00008538989,0.00008350853,0.0000356851,0.00018425318,0.000027674743,0.0010203323,0.000034970522,0.00044788982],"category_scores_gemma":[0.000015120324,0.00006440733,0.000035655943,0.0002126059,0.00013325577,0.00006393381,0.0008356807,0.00015397115,0.000816054],"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":[0.00001432539,0.00075550255,0.91371673,0.000014797903,0.000020975469,0.000003905726,0.0014800952,0.015372754,0.0007178875,0.005125561,0.007234015,0.055543426],"study_design_scores_gemma":[0.0002255254,0.000019393365,0.5489775,0.000015838448,0.000010194469,0.0000029148516,0.00037266422,0.02201685,0.000016287018,0.0007192488,0.4275209,0.000102675804],"about_ca_topic_score_codex":0.00016215489,"about_ca_topic_score_gemma":0.00254013,"teacher_disagreement_score":0.4202869,"about_ca_system_score_codex":0.000049623766,"about_ca_system_score_gemma":0.0000047893154,"threshold_uncertainty_score":0.9999619},"labels":[],"label_agreement":null},{"id":"W4413768877","doi":"10.1016/j.jglr.2025.102658","title":"Sediment-water nutrient exchange across a diked Lake Erie coastal wetland, Ohio, USA","year":2025,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Ohio Department of Natural Resources","keywords":"Wetland; Sediment; Oceanography; Environmental science; Nutrient; Hydrology (agriculture); Geology; Ecology; Geomorphology","score_opus":0.02619220993668278,"score_gpt":0.31688264846775754,"score_spread":0.2906904385310748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413768877","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":[0.97976136,0.00008130037,0.00044011223,0.0011875491,0.00046930625,0.0003416476,0.00016241222,0.000012249413,0.017544063],"genre_scores_gemma":[0.9790816,0.00016756055,0.000109450346,0.00007838614,0.00017781748,0.000019292842,0.000021192041,0.000021906486,0.020322803],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99632335,0.00028937054,0.0006179055,0.00031542234,0.0014522884,0.0010016577],"domain_scores_gemma":[0.9988715,0.00018119096,0.0001221896,0.0003750826,0.0001446206,0.00030538318],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027226408,0.00021020662,0.00039235214,0.00022413002,0.000439217,0.00021475172,0.00067252613,0.00013214951,0.0068228366],"category_scores_gemma":[0.000113973096,0.00014013435,0.00018669145,0.0006116121,0.00033389087,0.00037850285,0.0011649389,0.0006816422,0.000604305],"study_design_candidate":"not_applicable","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":[0.0027137103,0.0011623085,0.8012568,0.0004871913,0.00039347945,0.0018124176,0.0060008503,0.0008219259,0.05027673,0.00019246251,0.103252165,0.03162999],"study_design_scores_gemma":[0.003401741,0.00091160694,0.04915144,0.0003280338,0.000037723057,0.00030729492,0.0011502655,0.0016621232,0.007252118,0.0008862163,0.93454087,0.0003705719],"about_ca_topic_score_codex":0.00018993167,"about_ca_topic_score_gemma":0.076541975,"teacher_disagreement_score":0.8312887,"about_ca_system_score_codex":0.00037370936,"about_ca_system_score_gemma":0.00005478911,"threshold_uncertainty_score":0.9940851},"labels":[],"label_agreement":null},{"id":"W4413783408","doi":"10.1088/1748-9326/ae0057","title":"Tree mortality provides early warning sign of ecosystem functional transition in coastal freshwater forested wetlands","year":2025,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Campbell Scientific (Canada)","funders":"Lawrence Berkeley National Laboratory; Southern Research Station; Biological and Environmental Research; U.S. Forest Service; National Institute of Food and Agriculture; U.S. Department of Agriculture; U.S. Department of Energy","keywords":"Wetland; Ecosystem; Environmental science; Warning system; Tree (set theory); Sign (mathematics); Ecology; Geography; Environmental resource management; Biology; Computer science","score_opus":0.019220758250886563,"score_gpt":0.253361278866627,"score_spread":0.23414052061574045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413783408","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":[0.9959833,0.000009520874,0.0014492855,0.00044022515,0.000094464296,0.0006890435,0.00016670252,0.000024488114,0.0011429876],"genre_scores_gemma":[0.9991823,0.000007802418,0.000118855736,0.00008327683,0.000027546263,0.00008203767,0.00015595774,0.000021961196,0.00032025497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968338,0.00042245223,0.00051932223,0.0005429853,0.0010510158,0.00063043274],"domain_scores_gemma":[0.9992575,0.00019912662,0.00008027749,0.00034399008,0.000004090675,0.00011502595],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011023255,0.00021247882,0.000274689,0.00026850816,0.00017248878,0.00004566621,0.00029888825,0.00010602054,0.0009816848],"category_scores_gemma":[0.00003374849,0.00020170391,0.00011239767,0.0004029082,0.00031982554,0.00038356858,0.00035673546,0.00042531153,0.00015919078],"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":[0.00018480743,0.000194133,0.7892191,0.00007233232,0.00003303965,0.00003406943,0.0004223872,0.004918572,0.20270838,0.000015704296,0.0005582281,0.0016392724],"study_design_scores_gemma":[0.0010500808,0.00013375138,0.9760096,0.00011199671,0.000011893175,0.0000046665805,0.0005400505,0.016362816,0.0050474913,0.00017205211,0.0003587536,0.0001968451],"about_ca_topic_score_codex":0.0015351102,"about_ca_topic_score_gemma":0.038090136,"teacher_disagreement_score":0.19766088,"about_ca_system_score_codex":0.0005992796,"about_ca_system_score_gemma":0.000018315342,"threshold_uncertainty_score":0.9999316},"labels":[],"label_agreement":null},{"id":"W4413796333","doi":"10.1080/11956860.2025.2548156","title":"Correction","year":2025,"lang":"fr","type":"article","venue":"Ecoscience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Computer science","score_opus":0.003926671509919492,"score_gpt":0.2123386261947591,"score_spread":0.2084119546848396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413796333","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16893987,0.0011684461,0.057925124,0.008056497,0.06379003,0.00036553573,0.000030382747,0.000103726874,0.69962037],"genre_scores_gemma":[0.62130564,0.0001382728,0.00041402737,0.0003459587,0.000049471266,0.000007083144,0.000001293981,0.0000047248764,0.3777335],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985629,0.000059216596,0.00022380143,0.00046406008,0.0002329192,0.00045711084],"domain_scores_gemma":[0.99939877,0.00009842356,0.00006308664,0.00032271666,0.000009915703,0.00010709777],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044342328,0.00013957961,0.00012895696,0.00007030401,0.00033017196,0.00011506565,0.00041815118,0.00009276315,0.004280612],"category_scores_gemma":[0.00015947048,0.00015021763,0.000059634804,0.001087687,0.00035423244,0.00044870394,0.00040126912,0.00016970764,0.006438296],"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":[0.000012131693,0.0002329261,0.122707024,0.00007440534,0.000008447427,0.000017767721,0.0002527925,0.009382384,0.0032166478,0.006924358,0.37026164,0.48690948],"study_design_scores_gemma":[0.0001252468,0.000047552126,0.15571514,0.0001795804,0.000013780275,0.00002413555,0.00010515515,0.43420842,0.00063656253,0.0017279702,0.40702343,0.00019301049],"about_ca_topic_score_codex":0.002696746,"about_ca_topic_score_gemma":0.007950125,"teacher_disagreement_score":0.48671648,"about_ca_system_score_codex":0.0006202148,"about_ca_system_score_gemma":0.00006648708,"threshold_uncertainty_score":0.9966296},"labels":[],"label_agreement":null},{"id":"W4413913326","doi":"10.1002/esp.70137","title":"Comparison of creek and bay influences on salt marsh sediment budget and deposition patterns","year":2025,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"U.S. Geological Survey; McGill University","keywords":"Salt marsh; Bay; Deposition (geology); Sediment; Marsh; Geology; Salt lake; Sedimentary budget; Environmental science; Hydrology (agriculture); Oceanography; Sediment transport; Wetland; Geomorphology; Ecology; Geotechnical engineering","score_opus":0.005981882931786329,"score_gpt":0.24119312207032215,"score_spread":0.2352112391385358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413913326","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":[0.9981862,0.00033860965,0.00034632802,0.00010946095,0.000030003395,0.00015464358,0.00002554652,0.000014314793,0.00079491286],"genre_scores_gemma":[0.9991871,0.00033566199,0.00020248441,0.000064632186,0.000003826249,0.0000036077763,0.000009810347,0.000004077706,0.00018877057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993439,0.000010968804,0.00017426981,0.0002012264,0.00013344594,0.00013624565],"domain_scores_gemma":[0.9997275,0.00006429908,0.00007003181,0.00007275021,0.000009591003,0.00005581714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010499838,0.00010071745,0.0001721474,0.000018229624,0.00010476198,0.00006280532,0.000047386533,0.00004277447,0.00003744527],"category_scores_gemma":[0.00001352824,0.00007550324,0.0000094527295,0.00010096066,0.00006133988,0.00014729837,0.00011254108,0.000061110215,0.0000027262465],"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":[0.00003375194,0.000036000576,0.9928658,0.00033943207,0.000008847733,7.1430037e-7,0.00031908887,0.00049795985,0.00026665002,0.000009796911,0.00002236389,0.005599567],"study_design_scores_gemma":[0.00040119168,0.00024897544,0.98861426,0.00020930641,0.000016795542,0.00000440002,0.0004392411,0.0068584234,0.0023506002,0.00020708011,0.00051814056,0.00013156395],"about_ca_topic_score_codex":0.00095193565,"about_ca_topic_score_gemma":0.011136355,"teacher_disagreement_score":0.010184419,"about_ca_system_score_codex":0.000008170255,"about_ca_system_score_gemma":0.000007823458,"threshold_uncertainty_score":0.62143475},"labels":[],"label_agreement":null},{"id":"W4413977100","doi":"10.21203/rs.3.rs-7456717/v1","title":"Implications of extreme flooding events modifying fluvial geomorphology for dispersal of knotweed (Reynoutria spp.) in the wake of climate change","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Trinity Western University","funders":"","keywords":"Biological dispersal; Flooding (psychology); Fluvial; Climate change; Environmental science; Geography; Ecology; Hydrology (agriculture); Geology; Geomorphology; Biology; Structural basin","score_opus":0.13814864897729645,"score_gpt":0.38836292591339516,"score_spread":0.2502142769360987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413977100","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":[0.98806643,0.00012514877,0.0009706882,0.00052907504,0.00014211373,0.0035836252,0.0039199386,0.0000099438985,0.0026530193],"genre_scores_gemma":[0.9983035,0.0002918522,0.00038880444,0.0000052294204,0.00004496625,0.00063833117,0.00027145928,0.000015347608,0.000040513787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972689,0.00043599462,0.00067372696,0.00045918065,0.000602238,0.0005599168],"domain_scores_gemma":[0.9980115,0.00077727955,0.00028459507,0.00077924336,0.000092594164,0.00005477662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027625775,0.00017384415,0.0004910049,0.00029342333,0.000116316725,0.0000107642045,0.0009954505,0.00022323694,0.00017077664],"category_scores_gemma":[0.00031580383,0.00014309297,0.0002041393,0.0005266387,0.00019464447,0.00006574297,0.0022777007,0.00047686452,0.000008218468],"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":[0.0006748701,0.0011181424,0.9348997,0.009828378,0.0001061449,0.000005952619,0.00834125,0.0068304534,0.016660573,0.0036155335,0.00027592207,0.017643064],"study_design_scores_gemma":[0.002642374,0.00056020817,0.87328243,0.0034431634,0.00009871352,0.000008189857,0.0035261728,0.10605646,0.0009682544,0.0085091535,0.00040004123,0.0005048332],"about_ca_topic_score_codex":0.00597258,"about_ca_topic_score_gemma":0.008487452,"teacher_disagreement_score":0.099226005,"about_ca_system_score_codex":0.00027612082,"about_ca_system_score_gemma":0.00006528068,"threshold_uncertainty_score":0.9028794},"labels":[],"label_agreement":null},{"id":"W4414074001","doi":"10.3389/fmars.2025.1626491","title":"Sediment dynamics in a dyke breach and across a tidally flooded land surface","year":2025,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Saint Mary's University; University of British Columbia; Queen's University","funders":"","keywords":"Intertidal zone; Salt marsh; Sediment; Deposition (geology); Settling; Hydrology (agriculture); Sediment transport; Marsh; Erosion","score_opus":0.0022871623794745804,"score_gpt":0.21173801164574527,"score_spread":0.2094508492662707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414074001","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":[0.98431253,0.000013751392,0.0019009116,0.00033358985,0.00048446696,0.000287794,0.000011900076,0.000022635102,0.012632439],"genre_scores_gemma":[0.97982186,0.000019690768,0.018007308,0.000086662876,0.0000044495764,0.0000097953225,0.0000059657814,0.000006739683,0.0020375263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982168,0.00003592816,0.00027334478,0.00057105033,0.0003422983,0.0005605722],"domain_scores_gemma":[0.9995145,0.000027571186,0.00005104319,0.00030266363,0.00000860162,0.00009560225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012153907,0.00015434225,0.00022148315,0.00011750422,0.00013881775,0.00010377911,0.00049804454,0.000056869943,0.000028402561],"category_scores_gemma":[0.00006569489,0.00014951432,0.000019963174,0.0014579184,0.0004725732,0.0003308464,0.0018888209,0.00018592997,0.000010742786],"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":[0.000024681625,0.000050005197,0.9804368,0.000016707645,0.0000019161344,0.000012372315,0.00028240524,0.0034424253,0.00016902777,0.0000446519,0.00019429684,0.01532468],"study_design_scores_gemma":[0.00054297445,0.000020784257,0.67409194,0.000028949364,0.0000017984818,0.0000054401717,0.0005241641,0.3230713,0.00003489923,0.001297504,0.0002364202,0.00014381902],"about_ca_topic_score_codex":0.0034728819,"about_ca_topic_score_gemma":0.02929641,"teacher_disagreement_score":0.31962886,"about_ca_system_score_codex":0.0012004385,"about_ca_system_score_gemma":0.00005460849,"threshold_uncertainty_score":0.9884164},"labels":[],"label_agreement":null},{"id":"W4414645134","doi":"10.1007/s12237-025-01615-z","title":"Spatial and Temporal Patterns of Nekton Communities in Different Subhabitats of Maritime Canadian Salt Marshes","year":2025,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds en Fiducie pour la Faune du Nouveau-Brunswick","keywords":"Nekton; Salt marsh; Intertidal zone; Bay; Marsh; Habitat","score_opus":0.004968663654018708,"score_gpt":0.19026315716846096,"score_spread":0.18529449351444224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414645134","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":[0.9982485,0.0000659011,0.00006644032,0.00028586466,0.00005291332,0.00011588406,0.00007423625,0.0000038975613,0.0010863256],"genre_scores_gemma":[0.9997045,0.000053378913,0.000023287994,0.000035240693,0.0000040125124,0.000004872129,0.000024201609,0.0000044371104,0.00014609138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994298,0.00003758672,0.00020130741,0.00009639995,0.00007354971,0.00016131318],"domain_scores_gemma":[0.9996934,0.00006923005,0.000044370696,0.00012671103,0.0000052430605,0.00006105746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008929778,0.000097253425,0.0002082542,0.000064103326,0.00005848168,0.000018625658,0.00008946804,0.000043664884,0.000091934446],"category_scores_gemma":[0.000007534347,0.000085663036,0.000016684256,0.000059867307,0.00016151628,0.000056672612,0.0002634226,0.00006683094,5.390577e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020804953,0.000023801758,0.99002504,0.00008919763,0.0000060378325,0.0000020495859,0.0007175924,0.00001383276,0.00002315942,0.00034385186,0.000042039523,0.0086925635],"study_design_scores_gemma":[0.0002574585,0.00006757883,0.9956584,0.00011223137,0.0000067095293,0.0000020015095,0.0009475635,0.0018882834,0.000031958203,0.00069307425,0.00026064433,0.00007408355],"about_ca_topic_score_codex":0.80575705,"about_ca_topic_score_gemma":0.9893899,"teacher_disagreement_score":0.1836329,"about_ca_system_score_codex":0.00004636152,"about_ca_system_score_gemma":0.000018236826,"threshold_uncertainty_score":0.34932372},"labels":[],"label_agreement":null},{"id":"W4414664181","doi":"10.1038/s41597-025-05877-x","title":"Soil carbon stock densities in mangrove and forested wetland ecosystems of Panama","year":2025,"lang":"en","type":"article","venue":"Scientific Data","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Horizon 2020 Framework Programme; Smithsonian Tropical Research Institute; Secretaria Nacional de Ciencia y Tecnología; European Commission; Inter-American Development Bank; Ministry of Environment; Department for Environment, Food and Rural Affairs, UK Government; Smithsonian Institution","keywords":"Wetland; Soil carbon; Mangrove; Ecosystem; Peat; Blue carbon; Histosol; Carbon stock; Soil organic matter; Carbon sequestration","score_opus":0.013690570068821151,"score_gpt":0.22979700522102864,"score_spread":0.21610643515220748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414664181","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":[0.990707,0.000062773805,0.00006371681,0.00007022896,0.00067309773,0.0002484164,0.0006946678,0.000015821974,0.007464301],"genre_scores_gemma":[0.99603146,0.0000069148955,0.0000692821,0.0000082793795,0.000007791726,0.000005516788,0.00037472384,0.0000059063295,0.0034901502],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986233,0.000050719318,0.00029585246,0.0005520974,0.00024193348,0.00023609714],"domain_scores_gemma":[0.9987221,0.000058056565,0.0000809943,0.0010808059,0.000008761763,0.000049284197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082554726,0.00010603554,0.00019394094,0.0001338664,0.00008096614,0.00010539241,0.0005850096,0.00004910492,0.000052519204],"category_scores_gemma":[0.00006554786,0.0000963095,0.000015081619,0.0004838596,0.00020742798,0.00022358783,0.0016518111,0.00006726538,0.000015743659],"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":[0.000041368952,0.000091437454,0.9678124,0.00032006257,0.000024371506,0.000017859591,0.00057437015,0.00039798627,0.007655525,0.00017483158,0.013416141,0.0094736535],"study_design_scores_gemma":[0.0010069154,0.000039242153,0.25943372,0.00034738268,0.000039218525,0.000014929603,0.0012328287,0.72282964,0.00056760374,0.0011563083,0.012993154,0.00033906705],"about_ca_topic_score_codex":0.0053371075,"about_ca_topic_score_gemma":0.25294283,"teacher_disagreement_score":0.72243166,"about_ca_system_score_codex":0.00008008482,"about_ca_system_score_gemma":0.000026267315,"threshold_uncertainty_score":0.80681455},"labels":[],"label_agreement":null},{"id":"W4414943493","doi":"10.1016/j.marpolbul.2025.118793","title":"Seaweed and shellfish mariculture as nature-based solutions: Mitigating nutrient pollution from coastal fish mariculture and sewage","year":2025,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"State Key Laboratory of Marine Environmental Science; Anhui Provincial Department of Education; Key Scientific Research Project of Colleges and Universities in Henan Province; Ministry of Natural Resources","keywords":"Mariculture; Shellfish; Eutrophication; Aquaculture; Sewage; Pollution; Nutrient; Marine pollution; Fish farming","score_opus":0.0024788155065210635,"score_gpt":0.18195595573305204,"score_spread":0.17947714022653097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414943493","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":[0.9251491,0.00043644296,0.0014123842,0.044114847,0.00048477252,0.0010446459,0.00086086086,0.0002780146,0.026218936],"genre_scores_gemma":[0.9860862,0.00010414681,0.0019483275,0.0036723812,0.00008526011,0.000050287894,0.00060934795,0.000020054385,0.0074239755],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99791193,0.00014619649,0.00039627007,0.00069958356,0.0003585646,0.0004874537],"domain_scores_gemma":[0.9992569,0.00007874328,0.00016180685,0.00027884397,0.00003125816,0.00019245535],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030869248,0.00034941093,0.00030038087,0.00008464817,0.00057068287,0.00017082065,0.0001808391,0.00039136576,0.0015125016],"category_scores_gemma":[0.00017228643,0.00031333766,0.000087187946,0.00044530805,0.00020673,0.000118850716,0.0010552707,0.0005224681,0.000095730014],"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":[0.0015228218,0.0015815936,0.35834256,0.00068839145,0.00047140088,0.0002226827,0.001255145,0.0041857213,0.02682731,0.014825792,0.4745233,0.11555326],"study_design_scores_gemma":[0.0030547143,0.00015299841,0.66905916,0.00024441464,0.00015752712,0.0000676434,0.0007240888,0.011918858,0.0007250328,0.003515667,0.30956632,0.00081356475],"about_ca_topic_score_codex":0.009250516,"about_ca_topic_score_gemma":0.0124663655,"teacher_disagreement_score":0.31071663,"about_ca_system_score_codex":0.00030141222,"about_ca_system_score_gemma":0.000027997909,"threshold_uncertainty_score":0.9999319},"labels":[],"label_agreement":null},{"id":"W4414985002","doi":"10.1016/j.rsma.2025.104546","title":"Small scale mangrove conservation forests enhance significant above-ground and below-ground carbon sequestration: A measure of blue carbon stock for climate change mitigation","year":2025,"lang":"en","type":"article","venue":"Regional Studies in Marine Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Concordia University","funders":"","keywords":"Mangrove; Blue carbon; Reforestation; Carbon sequestration; Habitat; Climate change mitigation; Carbon stock; Vegetation (pathology); Climate change","score_opus":0.04250164472387313,"score_gpt":0.2868859893958501,"score_spread":0.24438434467197695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414985002","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":[0.9963105,0.0001296152,0.00016400317,0.0008469954,0.00019015542,0.0009428007,0.000010166815,0.000017182114,0.0013886223],"genre_scores_gemma":[0.9979974,0.0001877715,0.0012981886,0.00011103178,0.000035501034,0.00023859386,0.000007951245,0.000007183572,0.00011638842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983121,0.000041153322,0.00039526855,0.00051349425,0.00040098262,0.00033699814],"domain_scores_gemma":[0.9992476,0.00018712321,0.00020551831,0.00020362718,0.000105362036,0.000050769333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010243676,0.00017045891,0.0002660313,0.000110095636,0.00021992062,0.000033217,0.00022307479,0.000053662632,0.000001935238],"category_scores_gemma":[0.00014572298,0.00016153314,0.00003347853,0.00071575056,0.0009680501,0.00024028477,0.00057415984,0.00008046602,4.1392443e-7],"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":[0.00015833176,0.000086511594,0.9772504,0.00049878744,0.000019780418,0.0000034901705,0.0015962198,0.00029712383,0.009982818,0.0022355085,0.000023130786,0.007847902],"study_design_scores_gemma":[0.00054990855,0.00021795789,0.9421703,0.0003961163,0.000029423925,0.0000066575813,0.0010529407,0.04792633,0.001227941,0.006083573,0.000083604835,0.00025523987],"about_ca_topic_score_codex":0.0026691179,"about_ca_topic_score_gemma":0.040139712,"teacher_disagreement_score":0.047629204,"about_ca_system_score_codex":0.00042385832,"about_ca_system_score_gemma":0.000050933806,"threshold_uncertainty_score":0.9773752},"labels":[],"label_agreement":null},{"id":"W4415004656","doi":"10.1088/1748-9326/ae1150","title":"Bridging conservation and policy: evaluating national targets to reduce mangrove loss under the Kunming–Montreal biodiversity framework","year":2025,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":3,"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":"BirdLife International; Asian Development Bank","keywords":"Mangrove; Biodiversity; Ecosystem services; Ecosystem; Biodiversity hotspot; Habitat destruction; Geospatial analysis; Wetland","score_opus":0.028250295334459163,"score_gpt":0.3289468107997927,"score_spread":0.30069651546533355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415004656","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":[0.9418569,0.000027781616,0.0024297452,0.054125242,0.00007273295,0.0004864417,0.000048306752,0.000017793835,0.00093501277],"genre_scores_gemma":[0.9911756,0.000018020362,0.0007616406,0.007398508,0.000066115834,0.00003331519,0.00002440039,0.000008688571,0.00051373424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974939,0.00027019347,0.00018124834,0.00045783844,0.0011023226,0.000494449],"domain_scores_gemma":[0.9991705,0.00040697894,0.000044918823,0.00024108755,0.000006000886,0.00013054314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015115959,0.00014358404,0.00010978167,0.00014045043,0.0008012552,0.00011543816,0.00032836,0.00006159496,0.00023375014],"category_scores_gemma":[0.0002683356,0.00012662746,0.000040026418,0.00039543078,0.0004817052,0.00019184401,0.0011816241,0.00035701322,0.00040377674],"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":[0.0003169499,0.00022291736,0.76034284,0.000046778772,0.00013059167,0.000038515223,0.002923141,0.013772634,0.1338108,0.001125047,0.05446943,0.032800376],"study_design_scores_gemma":[0.00033454743,0.000050592516,0.98238504,0.000045053446,0.000008878169,0.00000811663,0.0007553342,0.011854919,0.0008032531,0.002016405,0.0015587294,0.0001791336],"about_ca_topic_score_codex":0.0032675085,"about_ca_topic_score_gemma":0.00055729726,"teacher_disagreement_score":0.22204222,"about_ca_system_score_codex":0.0015578007,"about_ca_system_score_gemma":0.000028642078,"threshold_uncertainty_score":0.6162689},"labels":[],"label_agreement":null},{"id":"W4415063652","doi":"10.1029/2025jg008833","title":"Monitoring Coastal Estuarine Habitats for Biodiversity Along the Temperate Bioregion of South Africa","year":2025,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"South African National Parks; National Aeronautics and Space Administration","keywords":"Wetland; Salt marsh; Biodiversity; Ecosystem; Estuary; Marsh; Ecosystem services; Habitat","score_opus":0.041651134365138835,"score_gpt":0.30406638707146955,"score_spread":0.2624152527063307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415063652","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":[0.9974969,0.00004859408,0.0005497607,0.0010069082,0.00028642672,0.00023023272,0.000029399873,0.000004543524,0.00034724368],"genre_scores_gemma":[0.9992415,0.000032718763,0.0003749253,0.0000068159025,0.000070621856,0.0000042043466,5.730497e-7,0.0000025331829,0.00026614196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977534,0.00018145918,0.00035251532,0.00021689454,0.0010632138,0.00043252378],"domain_scores_gemma":[0.99854594,0.0007333528,0.00020794812,0.00018879685,0.00019767533,0.00012629008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026885313,0.0001043159,0.00022830567,0.00017735588,0.00062151713,0.00009628756,0.00088569516,0.000043453987,0.00001229614],"category_scores_gemma":[0.0006694455,0.00006145102,0.00017010832,0.0012986115,0.0010433414,0.00029934235,0.0006448007,0.00030706788,0.000019564983],"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":[0.00018695892,0.00018393922,0.9696171,0.000036513717,0.00002603955,0.0000061227643,0.00091578095,0.00003571885,0.022193752,0.00014935121,0.00096686586,0.0056818053],"study_design_scores_gemma":[0.00049197266,0.00089867075,0.9799274,0.00014514767,0.000024450874,0.000004616348,0.004370698,0.0019884815,0.008126734,0.0024807113,0.0014281397,0.00011295491],"about_ca_topic_score_codex":0.0051105577,"about_ca_topic_score_gemma":0.000900712,"teacher_disagreement_score":0.0140670175,"about_ca_system_score_codex":0.00009767162,"about_ca_system_score_gemma":0.00011435731,"threshold_uncertainty_score":0.7725668},"labels":[],"label_agreement":null},{"id":"W4415136590","doi":"10.1111/aec.70126","title":"Expansion of Cover of Mangrove <scp> <i>Avicennia marina</i> </scp> in Lake Illawarra, Southeast Australia, Following Construction of a Permanent Entrance","year":2025,"lang":"en","type":"article","venue":"Austral Ecology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Department of Environment and Conservation","funders":"","keywords":"Mangrove; Estuary; Hydrology (agriculture); Range (aeronautics); Cover (algebra); Colonisation; Tidal flat; Sea level","score_opus":0.006103517510608712,"score_gpt":0.2264189060609389,"score_spread":0.22031538855033017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415136590","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":[0.9950467,0.0000066166735,0.000086433494,0.000038803864,0.00041111882,0.00029988866,0.0000850023,0.000008906322,0.0040165703],"genre_scores_gemma":[0.9983456,0.000008228501,0.00034539474,0.000012943311,0.000007073333,0.00001122797,0.000018060226,0.000007431944,0.0012440052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985626,0.000071405084,0.00058832904,0.00027675016,0.00017318479,0.000327786],"domain_scores_gemma":[0.9993435,0.00011919835,0.00025225533,0.00022358488,0.000014098846,0.000047352423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002154795,0.00015002007,0.0004149773,0.00009760845,0.000026771748,0.0000036943184,0.00019821856,0.00017560023,0.00033967698],"category_scores_gemma":[0.000039684914,0.00015548512,0.00012751773,0.00029756885,0.00022143924,0.000107274245,0.00017025636,0.00013609919,0.00003745943],"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":[0.00003223708,0.00011513667,0.96568894,0.00017895574,0.0000330745,0.000013003741,0.00038695047,0.0033801745,0.028984321,0.00050371094,0.00013266515,0.00055079913],"study_design_scores_gemma":[0.0011992158,0.00015839099,0.98914486,0.00011913861,0.000053703374,0.000017800317,0.0010889652,0.00080624473,0.005869968,0.00056236313,0.0008967181,0.00008262263],"about_ca_topic_score_codex":0.0013029579,"about_ca_topic_score_gemma":0.014719817,"teacher_disagreement_score":0.023455897,"about_ca_system_score_codex":0.000106604806,"about_ca_system_score_gemma":0.000027711225,"threshold_uncertainty_score":0.82140034},"labels":[],"label_agreement":null},{"id":"W4415305104","doi":"10.1016/j.marenvres.2025.107628","title":"Sources of organic carbon and environmental response characteristics in the mangrove region of Trat Province, Thailand, over the past 1,019 years","year":2025,"lang":"en","type":"article","venue":"Marine Environmental Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Science Foundation of Shandong Province; Basic Scientific Fund for National Public Research Institutes of China; National Natural Science Foundation of China; Ministry of Natural Resources","keywords":"Mangrove; Blue carbon; Total organic carbon; Intertidal zone; Ecosystem; Sediment; Climate change; Carbon cycle; Terrestrial ecosystem","score_opus":0.007754842463024245,"score_gpt":0.2271161830461865,"score_spread":0.21936134058316226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415305104","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":[0.9975035,0.00005012642,0.0000035871371,0.00026656373,0.000030628427,0.0006570856,0.000036509144,0.0000040314576,0.0014479205],"genre_scores_gemma":[0.99772245,0.0002040809,0.000009809489,0.00003398984,0.000016579463,0.000029943194,0.000022715227,0.000016904498,0.0019435356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761426,0.0005785962,0.00037866813,0.0003463624,0.00072750216,0.00035460282],"domain_scores_gemma":[0.9987688,0.00052639004,0.0001158057,0.00054126664,0.0000011794593,0.000046528134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014897739,0.00016116805,0.00022418043,0.00011782624,0.00010394425,0.000030471574,0.00052733475,0.00008371518,0.00026269202],"category_scores_gemma":[0.000052356172,0.00011008307,0.000049942406,0.00026770172,0.000832342,0.00007641171,0.001469974,0.00037552687,0.000014442011],"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":[0.00050197187,0.00022148946,0.9853624,0.000030593957,0.000012518188,0.000040235194,0.0007020695,0.000011253419,0.0079740435,0.000012135644,0.0000850048,0.0050462643],"study_design_scores_gemma":[0.00047830303,0.00019098398,0.99448913,0.000024510273,0.000012281728,0.000023007338,0.001645391,0.0011070982,0.00037527215,0.00009593602,0.0014604056,0.00009769684],"about_ca_topic_score_codex":0.00065546634,"about_ca_topic_score_gemma":0.001156047,"teacher_disagreement_score":0.009126693,"about_ca_system_score_codex":0.00025749736,"about_ca_system_score_gemma":0.000018269411,"threshold_uncertainty_score":0.44890574},"labels":[],"label_agreement":null},{"id":"W4415680734","doi":"10.1016/j.rineng.2025.107980","title":"Precision mapping of mangroves and shoreline dynamics in the Sundarbans using cloud based vegetation indices analysis and advanced geospatial techniques","year":2025,"lang":"en","type":"article","venue":"Results in Engineering","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Mangrove; Geospatial analysis; Shore; Raster data; Vegetation (pathology); Earth observation; Geographic information system; Raster graphics; Shuttle Radar Topography Mission","score_opus":0.0037171940576858175,"score_gpt":0.21765346859227092,"score_spread":0.2139362745345851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415680734","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":[0.8901404,0.000057966114,0.10942035,0.00002858278,0.000026666368,0.00016165365,0.000011504273,0.000012035332,0.00014085602],"genre_scores_gemma":[0.9887242,0.000031683267,0.01120353,0.000005478389,0.0000049002288,0.000006050859,0.000017518296,0.000004270819,0.0000024209867],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929166,0.000027083368,0.0002869227,0.00017118218,0.00011388014,0.00010928277],"domain_scores_gemma":[0.99965566,0.00014566361,0.00006229397,0.000119971795,0.0000040017712,0.000012430958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004867635,0.00008294958,0.0001504293,0.0002773677,0.000023733764,0.000019018658,0.000086402324,0.000047288544,7.720362e-7],"category_scores_gemma":[0.00009109083,0.00007055136,0.000019187191,0.0008026297,0.000023532553,0.00009320158,0.000080558115,0.00008678007,4.7308554e-8],"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":[0.000043575335,0.000021346723,0.172971,0.0001386973,0.000014582903,0.0000029417097,0.0007872713,0.7977001,0.0036984282,0.000034210017,2.912268e-7,0.024587568],"study_design_scores_gemma":[0.00020362154,0.000011829579,0.17120545,0.0001796166,0.000016400196,4.584155e-7,0.00018995574,0.8277986,0.00029515207,0.000033584158,0.00000984287,0.00005549345],"about_ca_topic_score_codex":0.0008554949,"about_ca_topic_score_gemma":0.0144164525,"teacher_disagreement_score":0.098583765,"about_ca_system_score_codex":0.00016233597,"about_ca_system_score_gemma":0.000004199141,"threshold_uncertainty_score":0.8044719},"labels":[],"label_agreement":null},{"id":"W4415824663","doi":"10.1101/2025.10.31.685895","title":"Integrating nekton communities, salt pool dynamics, and fish foraging patterns to assess salt marsh restoration success in Maritime Canada","year":2025,"lang":"","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ducks Unlimited Canada; University of New Brunswick","funders":"","keywords":"Nekton; Salt marsh; Bay; Foraging; Marsh; Abiotic component; Habitat; Intertidal zone","score_opus":0.01013886580242964,"score_gpt":0.21035081636042474,"score_spread":0.2002119505579951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415824663","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":[0.9790119,0.00011986868,0.010862905,0.0009953459,0.00196943,0.0022468143,0.004583503,0.00014815797,0.000062111365],"genre_scores_gemma":[0.9963801,0.00035916775,0.0017502365,0.0008222007,0.00013653103,0.0003363166,0.000021943362,0.0001529646,0.000040570198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99299645,0.0008352506,0.0018612453,0.001727756,0.0010355045,0.0015437639],"domain_scores_gemma":[0.9956395,0.0004826611,0.00084119453,0.0020592962,0.00024690467,0.0007304106],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0019272838,0.0013005941,0.0013554281,0.0006013005,0.00074610335,0.0011231707,0.0017683869,0.0007049596,0.00019171723],"category_scores_gemma":[0.0003207029,0.0016477086,0.00012504002,0.0014098495,0.00017549751,0.000828554,0.0042854175,0.0021011813,0.000013193662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008623046,0.00017931603,0.98524344,0.0019476959,0.00010449598,0.00016167275,0.00015139196,0.006835913,0.004207203,0.00072667346,0.00024297016,0.00011302345],"study_design_scores_gemma":[0.0007073102,0.000079065176,0.66264564,0.0045362045,0.000097455704,1.7530876e-7,0.0003736036,0.32769373,0.0015166266,0.0000034317602,0.0005912729,0.0017554661],"about_ca_topic_score_codex":0.83827615,"about_ca_topic_score_gemma":0.9824126,"teacher_disagreement_score":0.32259777,"about_ca_system_score_codex":0.009980369,"about_ca_system_score_gemma":0.0017301844,"threshold_uncertainty_score":0.99997455},"labels":[],"label_agreement":null},{"id":"W4415872428","doi":"10.3390/rs17213638","title":"Remote Sensing Monitoring of Phragmites Treatment and Fish Habitat Restoration in Long Point, Lake Erie, Canada","year":2025,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Environment and Climate Change Canada","funders":"","keywords":"Phragmites; Wetland; Habitat; Vegetation (pathology); Restoration ecology; Ecosystem; Rangeland; Disturbance (geology)","score_opus":0.006355837042494486,"score_gpt":0.21219567317273844,"score_spread":0.20583983613024395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415872428","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":[0.9928621,0.000043648575,0.003939268,0.00035914287,0.00026947682,0.00019010779,0.0000113623555,0.00002074427,0.0023041612],"genre_scores_gemma":[0.9893983,0.000044559565,0.01013556,0.000034763812,0.000029651956,4.618829e-9,0.000011130023,0.0000135525215,0.00033249706],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891734,0.00007140834,0.00031088936,0.0002877174,0.00016221276,0.00025044603],"domain_scores_gemma":[0.99948084,0.00011866404,0.00010247679,0.00022629168,0.000013683946,0.000058060094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017798088,0.00015803761,0.0002358584,0.00007361302,0.00010336297,0.000033723394,0.000041365387,0.00005878522,0.0000045078887],"category_scores_gemma":[0.00007792022,0.00016142424,0.000028784834,0.0003019736,0.00004424045,0.000117416996,0.00010142385,0.00008568379,0.0000013043857],"study_design_candidate":"design_other","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":[0.000063515814,0.000011873858,0.08906887,0.00012360455,0.00003030244,0.00019882878,0.0006665975,0.008295222,0.013058097,0.000002208586,0.00016918282,0.8883117],"study_design_scores_gemma":[0.0007576021,0.00005430644,0.13495268,0.0009965174,0.000038736714,0.00008269807,0.00063851185,0.8544535,0.005442975,0.0002928421,0.0019568964,0.00033275055],"about_ca_topic_score_codex":0.33600673,"about_ca_topic_score_gemma":0.99061245,"teacher_disagreement_score":0.887979,"about_ca_system_score_codex":0.00087084604,"about_ca_system_score_gemma":0.00006438979,"threshold_uncertainty_score":0.6684149},"labels":[],"label_agreement":null},{"id":"W4415882323","doi":"10.1007/978-3-031-34967-6_44","title":"Impact of Floods on Floodplains and Storm Hazards in Coastal and Estuarine Environments Through Ecosystem-Based Adaptations in a Changing Climate","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"The Scarborough Hospital","funders":"","keywords":"Flooding (psychology); Flood myth; Storm; Coastal flood; Climate change; Precipitation; Extreme weather; Storm track; Floodplain","score_opus":0.008648712693802291,"score_gpt":0.23165580618672224,"score_spread":0.22300709349291994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415882323","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":[0.79925233,0.000059437498,0.00049300084,0.0000395071,0.00008649559,0.0010048272,0.00085306464,0.00002453797,0.19818678],"genre_scores_gemma":[0.98657966,0.00027003835,0.00038498035,0.00002567912,0.000010653592,0.000027083146,0.00012873962,0.000038710277,0.012534451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980648,0.000034317007,0.00056499,0.00056747155,0.0003158788,0.0004525532],"domain_scores_gemma":[0.99927413,0.00011480582,0.00020406657,0.00031675905,0.0000031554935,0.000087101944],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003403261,0.00041864882,0.0006024804,0.00044336167,0.000077960045,0.000025452935,0.00013636149,0.00022491514,0.00038132444],"category_scores_gemma":[0.0000140527445,0.00038346715,0.000099473735,0.0001372974,0.00008843467,0.00014899117,0.0005247382,0.000261514,0.00002275899],"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":[0.000764076,0.000974173,0.8680607,0.0014225672,0.000340617,0.00027692737,0.0034444798,0.07614104,0.0007165285,0.015442168,0.00015676559,0.03225994],"study_design_scores_gemma":[0.008740356,0.0023694474,0.52520776,0.00490996,0.00023255216,0.000053717788,0.0007239076,0.44997162,0.00007527426,0.0016127102,0.003642566,0.0024601668],"about_ca_topic_score_codex":0.0032218818,"about_ca_topic_score_gemma":0.17472395,"teacher_disagreement_score":0.37383056,"about_ca_system_score_codex":0.00056644366,"about_ca_system_score_gemma":0.000039126266,"threshold_uncertainty_score":0.9998617},"labels":[],"label_agreement":null},{"id":"W4415943058","doi":"10.1016/j.envsoft.2025.106763","title":"Transitional fresh-saltwater assessment in the integrated surface-groundwater hydrology of the regulated La Paz tidal watershed in Mexico","year":2025,"lang":"en","type":"article","venue":"Environmental Modelling & Software","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Simon Fraser University","funders":"Universidad de Guanajuato; China Scholarship Council; Consejo Nacional de Ciencia y Tecnología","keywords":"Groundwater recharge; Hydrology (agriculture); Watershed; Groundwater; Arid; Saltwater intrusion; Water resources; Seawater; Resource (disambiguation)","score_opus":0.005610120936049428,"score_gpt":0.19997170813582615,"score_spread":0.19436158719977673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415943058","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":[0.98160833,0.000020188443,0.016580345,0.0007563269,0.00009918187,0.00049027195,0.00005537014,0.00002242715,0.00036756706],"genre_scores_gemma":[0.9980203,0.00001618447,0.0012372897,0.00026458534,0.000005689697,0.00003451941,0.00013892331,0.000021229758,0.00026126194],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99777365,0.00046639272,0.00052771234,0.000433878,0.0004075158,0.00039088132],"domain_scores_gemma":[0.99930626,0.00015430954,0.00008646574,0.0004170833,0.0000019665233,0.00003391651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006734366,0.00025494405,0.0002736836,0.0000580713,0.000115417046,0.0000285844,0.0005211441,0.00018549462,0.0005036906],"category_scores_gemma":[0.000004272321,0.00015776881,0.0001152824,0.00026621934,0.0003190826,0.0001506062,0.0002517337,0.000514488,0.00003135553],"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":[0.000058723537,0.00024613002,0.38958627,0.0000122786205,0.0000130652925,0.000010554488,0.0009617989,0.6064986,0.002372881,0.000028385099,0.000042616237,0.00016869135],"study_design_scores_gemma":[0.0014767145,0.00007950147,0.41100544,0.00013014708,0.00003333684,0.000023432418,0.0005484211,0.5808232,0.00156818,0.0028969608,0.0010655456,0.0003491312],"about_ca_topic_score_codex":0.0013174443,"about_ca_topic_score_gemma":0.0020009943,"teacher_disagreement_score":0.025675412,"about_ca_system_score_codex":0.00040608866,"about_ca_system_score_gemma":0.00001902922,"threshold_uncertainty_score":0.6433626},"labels":[],"label_agreement":null},{"id":"W4415953687","doi":"10.1177/0308518x251380086","title":"Shifting baselines: From austerity to additionality in the mangrove forest","year":2025,"lang":"en","type":"article","venue":"Environment and Planning A Economy and Space","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of British Columbia","funders":"","keywords":"Government (linguistics); License; Additionality; Ecosystem services; Scholarship; State (computer science); Mangrove; Austerity","score_opus":0.007557799683960525,"score_gpt":0.2049817821221732,"score_spread":0.19742398243821266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415953687","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":[0.9887555,0.00007116123,0.0017149125,0.0018183473,0.00003149002,0.00017635111,0.000053038664,0.000006936355,0.00737223],"genre_scores_gemma":[0.9983612,0.00001295663,0.00043645132,0.0007314304,0.00003093021,0.000028071327,0.00004813366,0.0000030431409,0.00034782122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993764,0.00004572703,0.00013253256,0.00025367746,0.000049809507,0.00014180929],"domain_scores_gemma":[0.99959356,0.00020385759,0.000030930176,0.00012628117,4.1296772e-7,0.000044948527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029719135,0.000099041994,0.00010638327,0.000022259635,0.00011528663,0.000054417713,0.000084811494,0.000038754148,0.00027295094],"category_scores_gemma":[0.0000145889035,0.00008136181,0.000015081241,0.000042077278,0.000041956326,0.000097932105,0.00017360013,0.00007807967,0.000043625223],"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":[0.000019469067,0.000018207831,0.99274576,0.000008104824,0.0000056330236,0.000006426669,0.0013297272,0.0031166782,0.00001221626,0.00014639822,0.0014185405,0.0011728688],"study_design_scores_gemma":[0.0002233327,0.00001908346,0.91769785,0.000044084263,0.000008296872,0.0000018973611,0.0014933218,0.009996258,0.00000386236,0.0022014575,0.06818445,0.00012611986],"about_ca_topic_score_codex":0.00081912766,"about_ca_topic_score_gemma":0.0013650142,"teacher_disagreement_score":0.075047895,"about_ca_system_score_codex":0.000048404258,"about_ca_system_score_gemma":0.0000020354075,"threshold_uncertainty_score":0.33178383},"labels":[],"label_agreement":null},{"id":"W4416019463","doi":"10.1016/j.geomat.2025.100082","title":"Riverbank migration and island dynamics at the Padma-Meghna confluence: A multi-temporal analysis of erosion and deposition patterns","year":2025,"lang":"en","type":"article","venue":"GEOMATICA","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"","keywords":"Erosion; Deposition (geology); Bank erosion; Confluence; Bay; Hydrology (agriculture)","score_opus":0.004084023697511934,"score_gpt":0.2112265616258905,"score_spread":0.20714253792837858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416019463","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":[0.96897405,0.000031321273,0.030250974,0.00024490492,0.000023382536,0.0002061023,0.00011011924,0.000010276893,0.00014884166],"genre_scores_gemma":[0.99903315,0.00004344608,0.00044596574,0.000047588484,0.0000019263548,0.000010510615,0.00010883778,0.000003429449,0.00030515596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992831,0.000049130354,0.00022410606,0.0001898806,0.000139484,0.00011430792],"domain_scores_gemma":[0.99958897,0.00007931374,0.00010108164,0.00018844218,0.0000083957475,0.000033807813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015887135,0.00009360562,0.00017041562,0.000056560868,0.00015068783,0.00003403027,0.00007288706,0.000050672028,0.000109538836],"category_scores_gemma":[0.000017650435,0.0000670704,0.000039700517,0.00027507587,0.000107312546,0.00008605568,0.00022807492,0.000043047752,0.000005002811],"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":[0.000013219099,0.00002334903,0.9950122,0.00004131496,0.00006188131,9.659402e-7,0.00037510926,0.0005128054,0.0022709025,0.000033479493,0.000028172879,0.001626556],"study_design_scores_gemma":[0.0001442628,0.000015629763,0.5505148,0.000024970288,0.00017722833,0.0000020208897,0.00010736366,0.44881222,0.00008352158,0.000063791274,0.000009415376,0.00004473558],"about_ca_topic_score_codex":0.0047401437,"about_ca_topic_score_gemma":0.20638733,"teacher_disagreement_score":0.44829944,"about_ca_system_score_codex":0.00008692423,"about_ca_system_score_gemma":0.000003554679,"threshold_uncertainty_score":0.808094},"labels":[],"label_agreement":null},{"id":"W4416100288","doi":"10.1002/esp.70193","title":"Exploring the role of coastal structures in shaping cold‐temperate river–estuarine marsh environments","year":2025,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Université Laval","funders":"","keywords":"Marsh; Fluvial; Salt marsh; Sediment; Sediment transport; Sedimentary budget; Wetland; Ecosystem; Erosion","score_opus":0.012161754003406815,"score_gpt":0.1972489338098929,"score_spread":0.18508717980648606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416100288","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":[0.99799246,0.0002507462,0.00008008231,0.0000440621,0.00004749163,0.00021093796,0.000013882589,0.000010928168,0.0013494369],"genre_scores_gemma":[0.9989844,0.0003739014,0.00013437156,0.00002411575,0.0000058518845,0.000011634627,0.000005692413,0.0000074323148,0.00045261456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916434,0.000016169874,0.00021425213,0.0002143319,0.00016817382,0.00022272264],"domain_scores_gemma":[0.9997134,0.000046029658,0.00006540381,0.00013512642,0.000004627566,0.000035408433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016436767,0.00013212432,0.00016956865,0.000025730922,0.000116350566,0.00003599315,0.00015087768,0.000029639039,0.000057716872],"category_scores_gemma":[0.0000200679,0.000084271574,0.0000197556,0.00025388418,0.00010616005,0.00030190544,0.0003123082,0.000106547894,0.000008363441],"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":[0.00004237695,0.000028155475,0.98270595,0.00009640429,0.000013313369,0.0000016749451,0.000954388,0.0068680197,0.0038156074,0.00011553627,0.0000032865655,0.0053552845],"study_design_scores_gemma":[0.00057515944,0.000055726625,0.9747346,0.00011339951,0.000011702438,0.0000037520983,0.0013066126,0.005633407,0.012376496,0.0010078901,0.0039948313,0.00018642985],"about_ca_topic_score_codex":0.0017912491,"about_ca_topic_score_gemma":0.009207367,"teacher_disagreement_score":0.0085608885,"about_ca_system_score_codex":0.000017744083,"about_ca_system_score_gemma":0.000014372052,"threshold_uncertainty_score":0.5137927},"labels":[],"label_agreement":null},{"id":"W4416121033","doi":"10.14796/jwmm.c567","title":"The Impact of Sediment Deficiency on Riverbed Evolution in Major Mekong Delta Rivers","year":2025,"lang":"","type":"article","venue":"Journal of Water Management Modeling","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Viet Nam National University Ho Chi Minh City; Ho Chi Minh City University of Technology and Education","keywords":"Mekong delta; Mekong river; Delta; Erosion; Sediment; Hydrology (agriculture); Accretion (finance); Chine","score_opus":0.00738481512772963,"score_gpt":0.23070071465661834,"score_spread":0.22331589952888872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416121033","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":[0.94095093,0.00028004864,0.05378169,0.00035882866,0.0006292281,0.0005321121,0.000009245117,0.000004650834,0.0034532817],"genre_scores_gemma":[0.99872106,0.00049711205,0.00039271227,0.00001679433,0.000025261768,0.0000036102795,0.0000015700253,0.000014413167,0.00032744554],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9965724,0.00015290886,0.0014741773,0.00032036597,0.00083263905,0.00064750825],"domain_scores_gemma":[0.9989015,0.000049530052,0.00048596202,0.0004036323,0.000061184255,0.000098215954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022110885,0.00030912194,0.0004227674,0.00052702747,0.00030183833,0.000109418965,0.0007978882,0.000084954365,0.00008504392],"category_scores_gemma":[0.000014984918,0.0001830482,0.00041223282,0.0004585217,0.000090070556,0.000425086,0.00072309986,0.00035206103,0.000027778593],"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":[0.00051970594,0.00029104858,0.011110926,0.00010760883,0.00022481882,0.00003542488,0.00064000674,0.97941846,0.00094853854,0.00030493006,0.00006418318,0.006334373],"study_design_scores_gemma":[0.0017824607,0.00042195874,0.015536675,0.00077769556,0.00020017827,0.0000061560013,0.0014191032,0.9741643,0.00023341159,0.005243011,0.00001870673,0.0001963562],"about_ca_topic_score_codex":0.0009724713,"about_ca_topic_score_gemma":0.00030833433,"teacher_disagreement_score":0.057770167,"about_ca_system_score_codex":0.002908191,"about_ca_system_score_gemma":0.000039803675,"threshold_uncertainty_score":0.76048183},"labels":[],"label_agreement":null},{"id":"W4416195832","doi":"10.1016/j.jglr.2025.102702","title":"Comparison of Artificial Neural network (ANN) models and conventional GIS methods to interpolate high-resolution maps of sediment contamination in the Detroit River","year":2025,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Environment Protection Authority Victoria; Environment and Climate Change Canada; U.S. Environmental Protection Agency","keywords":"Kriging; Sediment; Inverse distance weighting; Contamination; Hydrology (agriculture); Interpolation (computer graphics); Shore","score_opus":0.05841685199591068,"score_gpt":0.3868326578338193,"score_spread":0.32841580583790864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416195832","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":[0.9637043,0.00010136248,0.034827136,0.00061374303,0.00013263446,0.00024462727,0.000012734829,0.0000012357177,0.00036223925],"genre_scores_gemma":[0.9961625,0.00001220763,0.0036642333,0.000015584794,0.000029850564,0.000004547832,0.0000037304883,0.0000035447158,0.00010382789],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99779224,0.0006882196,0.0005844206,0.00011647941,0.0006140821,0.00020457341],"domain_scores_gemma":[0.9991434,0.00040713127,0.00018940939,0.000114405564,0.00009577826,0.00004984723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036981534,0.000070593334,0.00025805068,0.00020839997,0.00007638869,0.000024969848,0.00024525027,0.00004914985,0.00005309254],"category_scores_gemma":[0.00009134472,0.00005129702,0.00005853218,0.00048669643,0.00017303943,0.00017082016,0.00021385952,0.00026900446,0.0000019005734],"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":[0.0017163913,0.0005651168,0.46381336,0.00015576014,0.00012396688,0.000018534134,0.0046050684,0.4177207,0.01498569,0.007345003,0.0054774564,0.083472945],"study_design_scores_gemma":[0.0005994776,0.0006479929,0.2893764,0.00021517067,0.000025678266,0.000013801942,0.0007667945,0.6956833,0.00068749493,0.011506076,0.00040726442,0.0000705503],"about_ca_topic_score_codex":0.00047141925,"about_ca_topic_score_gemma":0.001919527,"teacher_disagreement_score":0.27796257,"about_ca_system_score_codex":0.00021404315,"about_ca_system_score_gemma":0.000022326407,"threshold_uncertainty_score":0.20918317},"labels":[],"label_agreement":null},{"id":"W4416230647","doi":"10.1016/j.fmre.2025.11.003","title":"Understand systemic risk from mangrove ecosystem through network analysis","year":2025,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"United Nations University Institute for Water, Environment, and Health","funders":"National Natural Science Foundation of China","keywords":"Mangrove; Population; Systemic risk; Deforestation (computer science); Ecosystem; Climate change; Ecosystem services","score_opus":0.02754433197993499,"score_gpt":0.31854497968318013,"score_spread":0.29100064770324513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416230647","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":[0.94134563,0.000389949,0.008140975,0.00015250224,0.00038624715,0.00072193576,0.0004026616,0.00007965981,0.04838044],"genre_scores_gemma":[0.99332345,0.00016548998,0.0003509469,0.000052587147,0.000099841476,0.00005552739,0.000111437424,0.000022898257,0.005817828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959156,0.0006888046,0.0004992572,0.0008177627,0.0011286929,0.0009498931],"domain_scores_gemma":[0.9981515,0.00070720684,0.0001225587,0.0008264193,0.000026206802,0.00016613804],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001677418,0.00023840873,0.0004633889,0.00018387123,0.0007388468,0.00026866075,0.0006908141,0.0001568861,0.002599296],"category_scores_gemma":[0.00007457346,0.0002187785,0.00022929093,0.0030378427,0.00017322353,0.00026033467,0.0013160431,0.00051471335,0.002161268],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012283126,0.000082523955,0.97161704,0.00005293827,0.0007748891,0.00002866315,0.0005715904,0.013240938,0.00026751295,0.00048899226,0.011911313,0.0008407435],"study_design_scores_gemma":[0.004133603,0.00056604645,0.63495135,0.0010958081,0.0017634818,0.000025270281,0.028017532,0.2168648,0.00044099728,0.038516782,0.071747035,0.0018773132],"about_ca_topic_score_codex":0.013937605,"about_ca_topic_score_gemma":0.06137513,"teacher_disagreement_score":0.33666572,"about_ca_system_score_codex":0.0024989236,"about_ca_system_score_gemma":0.00004478983,"threshold_uncertainty_score":0.9986157},"labels":[],"label_agreement":null},{"id":"W4416231812","doi":"10.20944/preprints202511.0774.v1","title":"Mapping Mangrove Foliar Photosynthesis from Space: High-Resolution Estimation of Carbon Sequestration in the Sundarbans Mangrove Forest, Bangladesh","year":2025,"lang":"","type":"preprint","venue":"Preprints.org","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"McMaster University; McGill University","keywords":"Carbon sequestration; Canopy; Mangrove; Leaf area index; Primary production; Vegetation (pathology); Carbon cycle; Normalized Difference Vegetation Index; Growing season","score_opus":0.035226334881783165,"score_gpt":0.2690966222996182,"score_spread":0.23387028741783505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416231812","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":[0.9773166,0.00007780483,0.007958863,0.00080353004,0.0009590895,0.0032989136,0.00062022515,0.00008775412,0.008877202],"genre_scores_gemma":[0.9968462,0.00026829206,0.0010739394,0.000054488257,0.000141224,0.00048392423,0.0004130484,0.000055255434,0.00066364463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9926297,0.0010761068,0.00200413,0.0020602988,0.001337733,0.00089201686],"domain_scores_gemma":[0.9949667,0.00074139994,0.0014884627,0.0025700822,0.00007761101,0.00015573119],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002548037,0.00093547965,0.0011095507,0.00044571175,0.000269496,0.000115917566,0.0018133078,0.00091971486,0.00089017104],"category_scores_gemma":[0.00053591194,0.00093009433,0.0004290901,0.00087906606,0.0003581095,0.00045239113,0.002581742,0.0012761488,0.00033416814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018458627,0.0004376501,0.7080422,0.00073647423,0.0001839853,0.000027293201,0.008143172,0.26551428,0.013627245,0.001127968,0.00001102525,0.001964136],"study_design_scores_gemma":[0.00052412436,0.000030855626,0.64289504,0.0012887885,0.00016839971,0.0000044353733,0.0011043363,0.330816,0.012890103,0.009617225,0.000085064574,0.0005756571],"about_ca_topic_score_codex":0.108742684,"about_ca_topic_score_gemma":0.028723482,"teacher_disagreement_score":0.0800192,"about_ca_system_score_codex":0.0024626325,"about_ca_system_score_gemma":0.0002464182,"threshold_uncertainty_score":0.99931496},"labels":[],"label_agreement":null},{"id":"W4416344616","doi":"10.3389/fmars.2025.1681794","title":"Spatial and temporal variability in blue carbon accumulation in the largest salt marsh in British Columbia, Canada","year":2025,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Parks Canada; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bay; Salt marsh; Marsh; Blue carbon; Intertidal zone; Total organic carbon; Hydrology (agriculture); Spatial variability","score_opus":0.0035441379211627157,"score_gpt":0.19549791657495014,"score_spread":0.19195377865378743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416344616","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":[0.99663943,0.0000046458676,0.00017983497,0.00019450056,0.0004167215,0.00041746648,0.0000074191394,0.0000046527225,0.0021353173],"genre_scores_gemma":[0.9986145,0.000006581867,0.0011133429,0.000082746665,0.000005845615,0.000022308906,0.0000060342463,0.000003228241,0.0001454492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833864,0.00017708301,0.00031970628,0.00045313875,0.00034840795,0.00036303324],"domain_scores_gemma":[0.9995926,0.00007593777,0.000048484384,0.00023644546,0.0000057663146,0.0000407875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027333677,0.000078146004,0.00017576489,0.00009492274,0.00007129443,0.00013881613,0.0004352126,0.00004744823,0.000027781765],"category_scores_gemma":[0.00034655814,0.00010145084,0.000009193538,0.0015510946,0.0002429999,0.00021810913,0.000607565,0.00021875155,2.3341917e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006610481,0.000038129463,0.9830503,0.000013081829,3.03245e-7,0.000026402817,0.000100861005,0.0009968756,0.000011663488,0.000002754695,0.00010531237,0.01564771],"study_design_scores_gemma":[0.00031012885,0.000009223166,0.87321675,0.000029938365,8.5203214e-7,0.000002507572,0.00020673548,0.1248438,0.0000015847733,0.0011910582,0.00009778962,0.000089609166],"about_ca_topic_score_codex":0.9915454,"about_ca_topic_score_gemma":0.9998398,"teacher_disagreement_score":0.12384692,"about_ca_system_score_codex":0.0013281292,"about_ca_system_score_gemma":0.00024275546,"threshold_uncertainty_score":0.41370448},"labels":[],"label_agreement":null},{"id":"W4416607608","doi":"10.5194/cp-21-2407-2025","title":"High-resolution paleo-storm reconstructions from Eastern Canada align with late Holocene northwestern Atlantic hurricane records","year":2025,"lang":"en","type":"article","venue":"Climate of the past","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique; Université du Québec à Montréal; Bishop's University; Concordia University; General Dynamics (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Storm; Overwash; Peat; Context (archaeology); Tropical cyclone; Storm surge; Holocene; Bog; Climate change","score_opus":0.004404609627869722,"score_gpt":0.17598967583372968,"score_spread":0.17158506620585995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416607608","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":[0.9955504,0.000009675499,0.0001773316,0.00045171787,0.00077149534,0.00019499169,0.00026957097,0.000024634088,0.0025502073],"genre_scores_gemma":[0.99883837,0.000020828551,0.0002887418,0.000060354374,0.000030242913,0.000010630971,0.000047488455,0.000012531775,0.0006907877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886596,0.000052742344,0.0002945048,0.0002755594,0.00021894735,0.00029225665],"domain_scores_gemma":[0.999198,0.00004450556,0.00020814645,0.00047231256,0.000013959338,0.00006302829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008888179,0.00015693273,0.00021976158,0.000026712056,0.00019039883,0.000021475456,0.00033475904,0.000046355675,0.00018192228],"category_scores_gemma":[0.000006387256,0.000111356094,0.000048452122,0.00028296263,0.00013202256,0.00008226209,0.00031857757,0.00010395674,0.000036624264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036328893,0.000022767195,0.9943198,0.000023953962,0.000028864133,0.000003839473,0.000044665707,0.0040434543,0.00014648183,0.000014758266,0.0003617085,0.00095337717],"study_design_scores_gemma":[0.00039547574,0.000035041623,0.99261045,0.00018805236,0.000080440455,0.000012029558,0.0001930855,0.0055630472,0.00008929422,0.000087748114,0.0005769496,0.00016838369],"about_ca_topic_score_codex":0.78821814,"about_ca_topic_score_gemma":0.97810197,"teacher_disagreement_score":0.18988384,"about_ca_system_score_codex":0.00031271306,"about_ca_system_score_gemma":0.000051029412,"threshold_uncertainty_score":0.45409697},"labels":[],"label_agreement":null},{"id":"W4416658026","doi":"10.1139/cjfas-2025-0125","title":"Hydrological connection links zooplankton communities and improves juvenile Chinook salmon growth in intertidal marshes","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"California Department of Fish and Wildlife","keywords":"Zooplankton; Intertidal zone; Floodplain; Marsh; Habitat; Chinook wind; Abundance (ecology); Ecosystem; Food web","score_opus":0.009104305425962803,"score_gpt":0.19622022543964554,"score_spread":0.18711592001368274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416658026","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":[0.99369633,0.00021428322,0.00007517563,0.002003349,0.0001871579,0.000058591027,0.0000020951484,0.0000025924721,0.0037604268],"genre_scores_gemma":[0.99940985,0.00006320379,0.00016942502,0.0002420242,0.000011626091,0.0000014462578,6.3837746e-7,0.0000019879956,0.00009981082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928737,0.000064400614,0.00025895605,0.00009847708,0.000096022755,0.00019475241],"domain_scores_gemma":[0.99957234,0.00014641353,0.00009154552,0.000047337988,0.0000052028313,0.00013715625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055822486,0.00008471848,0.00017290039,0.00013248487,0.0002722256,0.0001753799,0.00018188888,0.000066056265,0.000089771966],"category_scores_gemma":[0.00011003964,0.00006403017,0.000021026695,0.00020233018,0.0007280672,0.00032262137,0.00005791938,0.00019169279,0.0000010330034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011444414,0.0000062748613,0.9888716,0.0000144910855,0.000004381657,0.000012296514,0.0013868231,0.00002272994,0.000101574326,0.00015939014,0.00021460991,0.009194437],"study_design_scores_gemma":[0.000455303,0.0007347683,0.9382335,0.0002502693,0.000018529468,0.00019594961,0.011061285,0.034418743,0.00009280335,0.012659719,0.0016610926,0.00021802413],"about_ca_topic_score_codex":0.046446282,"about_ca_topic_score_gemma":0.41093248,"teacher_disagreement_score":0.3644862,"about_ca_system_score_codex":0.000073148054,"about_ca_system_score_gemma":0.00009168256,"threshold_uncertainty_score":0.95990354},"labels":[],"label_agreement":null},{"id":"W4416732474","doi":"10.5958/2320-642x.2024.00011.3","title":"A Brief Account on the Impacts of Climate Change, Pollution and Coastal Erosion in the Coastal Districts of Odisha","year":2024,"lang":"en","type":"article","venue":"Climate Change and Environmental Sustainability","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Impact","funders":"","keywords":"Coastal erosion; Climate change; Livelihood; Sustainability; Erosion; Storm; Coastal hazards; Resilience (materials science); Training (meteorology); Estuary","score_opus":0.0157473317573572,"score_gpt":0.23135309035332446,"score_spread":0.21560575859596726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416732474","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":[0.9958144,0.00025307617,0.000005254246,0.0011578907,0.00006041804,0.0011231703,0.0011748858,0.0000145420545,0.00039638072],"genre_scores_gemma":[0.9969934,0.002619795,0.0000033692097,0.00013563424,0.00003535748,0.000110833986,0.00008046494,0.000016653792,0.000004447349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982555,0.00015090394,0.00035284378,0.00041854125,0.00035527005,0.00046693266],"domain_scores_gemma":[0.9993055,0.00016045883,0.00011567976,0.00033469885,0.0000039502293,0.000079745136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009626144,0.00023513027,0.00024542212,0.000050830477,0.00017351998,0.000058737747,0.00017110031,0.00009075014,0.00011111206],"category_scores_gemma":[0.000041700307,0.00014531173,0.000074229196,0.00023827908,0.0005582401,0.00039051412,0.0007420264,0.00018146564,0.000005856834],"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":[0.00031706688,0.0005484493,0.9531813,0.0012676527,0.000011719003,0.000040075163,0.010635553,0.00002191584,0.0022665248,0.0009297705,0.0000526412,0.030727277],"study_design_scores_gemma":[0.00030267634,0.00036062283,0.9814392,0.00013933075,0.00002820121,0.000025532618,0.012142119,0.0044182152,0.00010931771,0.00063138816,0.00023381229,0.00016959288],"about_ca_topic_score_codex":0.0025500997,"about_ca_topic_score_gemma":0.004505683,"teacher_disagreement_score":0.030557685,"about_ca_system_score_codex":0.00023386904,"about_ca_system_score_gemma":0.0000054410093,"threshold_uncertainty_score":0.59256405},"labels":[],"label_agreement":null},{"id":"W4416934332","doi":"10.3389/fmars.2025.1714372","title":"Protected areas are not enough to protect blue carbon ecosystems and their services","year":2025,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Blue carbon; Waterfowl; Wetland; Salt marsh; Marsh; Watershed; Ecosystem","score_opus":0.0029111750313327196,"score_gpt":0.18279716185644268,"score_spread":0.17988598682510995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416934332","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":[0.9902327,0.000011693616,0.0009641468,0.00055907696,0.00058291294,0.0014630846,0.000011183215,0.00006534983,0.0061098314],"genre_scores_gemma":[0.99348336,0.000005298164,0.0054456745,0.00013785121,0.000017115066,0.00017601594,0.0000017484016,0.000010461253,0.00072245067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979926,0.00005888006,0.0002834923,0.0007395728,0.00040886295,0.00051663496],"domain_scores_gemma":[0.99924004,0.000020084817,0.000099359,0.00045900475,0.000028632636,0.0001528721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010058156,0.00021938962,0.00029879354,0.00028362172,0.00021200543,0.00013505646,0.0007382042,0.00006488008,0.00002225922],"category_scores_gemma":[0.00011895413,0.00018156922,0.000026348103,0.0018978356,0.00021397117,0.0002581846,0.0018366963,0.00017468836,0.000011731092],"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":[0.00008544034,0.0000550194,0.9630258,0.00020691066,0.0000071453233,0.000009281125,0.0008962541,0.0015473197,0.007041427,0.000028515202,0.0001496619,0.02694724],"study_design_scores_gemma":[0.00061222084,0.00015787859,0.77522856,0.00044276824,0.000008323216,0.000016855127,0.0022107079,0.20435618,0.0070765465,0.0011235699,0.008190761,0.00057561765],"about_ca_topic_score_codex":0.0031816536,"about_ca_topic_score_gemma":0.010706054,"teacher_disagreement_score":0.20280886,"about_ca_system_score_codex":0.00061321934,"about_ca_system_score_gemma":0.000054200373,"threshold_uncertainty_score":0.7404178},"labels":[],"label_agreement":null},{"id":"W4416946886","doi":"10.1007/s00267-025-02313-z","title":"Bio-Inspired Designs for Conservation Gains in Hardened Freshwater Shorelines","year":2025,"lang":"en","type":"article","venue":"Environmental Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shore; Habitat; Biodiversity; Mangrove; Erosion; Coastal erosion; Work (physics); Vegetation (pathology)","score_opus":0.014274416650975211,"score_gpt":0.23256136050331852,"score_spread":0.21828694385234332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416946886","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":[0.96673656,0.000040787876,0.020069482,0.001365712,0.00031679386,0.0020034828,0.0000854869,0.00006640604,0.009315316],"genre_scores_gemma":[0.98479754,0.000059629572,0.0050429148,0.00080392865,0.000015696038,0.0003599562,0.0001655718,0.000020614549,0.008734141],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863994,0.000038017286,0.00034518866,0.00044297968,0.00019652258,0.0003373504],"domain_scores_gemma":[0.9995582,0.000035204488,0.000057140052,0.00030094042,8.3238194e-7,0.000047648264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025421442,0.00019421711,0.00016821909,0.00010607468,0.00010955126,0.000034687277,0.00024199586,0.000060914423,0.00071809016],"category_scores_gemma":[0.0000058609944,0.00019212898,0.00007160697,0.00015606261,0.000077088655,0.00013459088,0.00042164238,0.000055355427,0.00027417616],"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":[0.00029083263,0.0007684311,0.9128259,0.00019453852,0.00012032317,0.000041378284,0.0003028311,0.016887609,0.0112804035,0.0009769958,0.02725327,0.029057493],"study_design_scores_gemma":[0.003228353,0.0001485921,0.6974354,0.00011465976,0.000090638205,0.0000019203255,0.0007692149,0.08933962,0.0024604644,0.0031798538,0.20258375,0.0006475263],"about_ca_topic_score_codex":0.0001579447,"about_ca_topic_score_gemma":0.003562883,"teacher_disagreement_score":0.21539049,"about_ca_system_score_codex":0.00056191115,"about_ca_system_score_gemma":0.0000022189904,"threshold_uncertainty_score":0.7862584},"labels":[],"label_agreement":null},{"id":"W4417119364","doi":"10.1007/s40152-025-00461-w","title":"Disconnecting from the mangroves: Indigenous knowledge and the Munda people’s responses to socio-environmental change in the Bangladesh Sundarbans","year":2025,"lang":"en","type":"article","venue":"MAST. Maritime studies/Maritime studies","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Livelihood; Sustainability; Indigenous; Traditional knowledge; Food security; Vulnerability (computing); Poverty; Conceptualization; Land tenure","score_opus":0.020087008108696087,"score_gpt":0.2816183438907399,"score_spread":0.26153133578204385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417119364","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":[0.9337807,0.03261081,0.000033612607,0.02351735,0.00064342096,0.0031509958,0.00038041925,0.00008713395,0.0057955263],"genre_scores_gemma":[0.98962384,0.0030326163,0.000091763664,0.0028739478,0.00024276772,0.0013442985,0.000026456084,0.000044354125,0.00271993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99580944,0.0011080493,0.00070739345,0.0009112087,0.0005119485,0.0009519649],"domain_scores_gemma":[0.99259657,0.0063570207,0.00016049157,0.0007875488,0.00002392003,0.00007445728],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0024287086,0.00061893655,0.00090925425,0.00010152311,0.0028106559,0.00024005322,0.0009997531,0.000112235866,0.00016178665],"category_scores_gemma":[0.00077445345,0.00034684374,0.00020091863,0.00075807393,0.0016664827,0.00027252588,0.004685084,0.0005774201,0.00019361477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049133063,0.00025282855,0.6803912,0.000122050194,0.0009248257,0.000045578476,0.28887498,0.00002069686,0.000025158424,0.0004852493,0.008729696,0.019636432],"study_design_scores_gemma":[0.0019212577,0.00014570657,0.7369717,0.00030221883,0.0002775057,0.000021048423,0.2382308,0.00042896037,0.0000033961476,0.0027589381,0.018397663,0.0005408594],"about_ca_topic_score_codex":0.0078176325,"about_ca_topic_score_gemma":0.12346545,"teacher_disagreement_score":0.115647815,"about_ca_system_score_codex":0.00074429327,"about_ca_system_score_gemma":0.00003223788,"threshold_uncertainty_score":0.9998984},"labels":[],"label_agreement":null},{"id":"W4417312973","doi":"10.1016/j.ocecoaman.2025.108048","title":"Capturing multi-stakeholders' perspectives on mangrove blue carbon project and alternative livelihoods in coastal Tanzania","year":2025,"lang":"en","type":"article","venue":"Ocean & Coastal Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Environment and Climate Change Canada; UK Research and Innovation; University of Dar es Salaam; Natural Environment Research Council; Manchester Metropolitan University","keywords":"Livelihood; Mangrove; Ecosystem services; Tanzania; Participatory rural appraisal; Government (linguistics); Provisioning; Blue carbon; Climate change","score_opus":0.017139352093385837,"score_gpt":0.24155043318387026,"score_spread":0.2244110810904844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417312973","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":[0.92244196,0.000044633667,0.00082042033,0.00015182326,0.00019137455,0.0011713684,0.000057373523,0.00007514519,0.07504589],"genre_scores_gemma":[0.99294424,0.00009669475,0.00070050714,0.00008396826,0.000022161588,0.000033233533,0.000014031951,0.000031025847,0.006074134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786484,0.00009050519,0.000328969,0.00084853097,0.00036139297,0.00050577166],"domain_scores_gemma":[0.99941206,0.000048664147,0.000103290455,0.0003434824,0.000010767509,0.000081763275],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027877704,0.00035563795,0.00029626218,0.000287044,0.000114764625,0.000101861835,0.00029072855,0.00006398491,0.00003959693],"category_scores_gemma":[0.000019108174,0.00035113705,0.00006747668,0.00042111598,0.00014350464,0.0001660134,0.0013063222,0.00024000012,0.000022582655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028342966,0.006412201,0.70313525,0.0024212566,0.0015079485,0.0037768637,0.108031735,0.041002225,0.0014690384,0.033783108,0.0046606828,0.0909654],"study_design_scores_gemma":[0.010867964,0.001227044,0.5174748,0.0016405478,0.00023761753,0.000035751047,0.27136436,0.18835755,0.0005516624,0.0014192997,0.004445503,0.002377949],"about_ca_topic_score_codex":0.007375978,"about_ca_topic_score_gemma":0.028159915,"teacher_disagreement_score":0.1856605,"about_ca_system_score_codex":0.00040209948,"about_ca_system_score_gemma":0.000011401084,"threshold_uncertainty_score":0.9998941},"labels":[],"label_agreement":null},{"id":"W4417535062","doi":"10.1016/j.scitotenv.2025.181186","title":"Biophysical dynamics and wave attenuation in a constructed saltmarsh: Insights from laboratory and remote sensing data","year":2025,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; University of British Columbia; École de Technologie Supérieure; Institut National de la Recherche Scientifique","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; National Research Council; Institut national de la recherche scientifique","keywords":"Biomass (ecology); Vegetation (pathology); Marsh; Dissipation; Leaf area index; Ecosystem; Allometry","score_opus":0.007318692825527247,"score_gpt":0.19731008608339745,"score_spread":0.1899913932578702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417535062","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":[0.99811476,0.00003116782,0.00037791525,0.00068905257,0.0000971464,0.00022611178,0.000057532478,0.0000054709244,0.00040081792],"genre_scores_gemma":[0.99867886,0.000028231818,0.0011781985,0.000024419413,0.0000061791015,3.1574922e-7,0.0000058335,0.000004094489,0.000073890275],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99884576,0.000080676735,0.00019586834,0.0003865086,0.00032972379,0.00016146006],"domain_scores_gemma":[0.9990491,0.000090357426,0.000096189724,0.00071992574,0.0000028250586,0.00004159563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003622694,0.00010535539,0.00012850943,0.000033886794,0.00019815833,0.000034248445,0.00038508652,0.000032727217,0.000013363695],"category_scores_gemma":[0.000059519603,0.00006621424,0.000012289387,0.00037241878,0.0017675131,0.00021331919,0.002390175,0.00011623396,0.00000588135],"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":[0.00011212952,0.00012511064,0.0061448035,0.000043301643,0.000044984856,0.000009690119,0.0023579097,0.016614832,0.8530092,0.0017889075,0.00006769555,0.11968139],"study_design_scores_gemma":[0.00017792989,0.000010814563,0.18198213,0.000044081517,0.000016262651,0.00000410459,0.00028612104,0.8138065,0.00144427,0.002145819,0.000006380515,0.00007561099],"about_ca_topic_score_codex":0.0011748513,"about_ca_topic_score_gemma":0.0003962937,"teacher_disagreement_score":0.851565,"about_ca_system_score_codex":0.00023786658,"about_ca_system_score_gemma":0.00002434432,"threshold_uncertainty_score":0.65124756},"labels":[],"label_agreement":null},{"id":"W497936","doi":"","title":"Numerical simulation of dispersal and on-shore transport of larvae of the ghost shrimp Nihonotrypaea harmandi with special reference to its tidal-flat networks in the Ariake Sound estuarine system(INTERNATIONAL SYMPOSIUM:ECOLOGY OF LARGE BIOTURBATORS IN TIDAL FLATS AND SHALLOW SUBLITTORAL SEDIMENTS - FROM INDIVIDUAL BEHAVIOR TO THEIR ROLE AS ECOSYSTEM ENGINEERS)","year":2003,"lang":"en","type":"article","venue":"Medical Entomology and Zoology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Shore; Estuary; Biological dispersal; Shrimp; Oceanography; Sound (geography); Tidal flat; Fishery; Jetty; Geology; Ecology; Biology; Geomorphology; Sediment","score_opus":0.006232878366306014,"score_gpt":0.222942097065933,"score_spread":0.21670921869962698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W497936","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":[0.9986018,0.000019876,0.00026659097,0.00017000081,0.00021946056,0.00043029207,0.00010116454,0.0000033864044,0.00018743942],"genre_scores_gemma":[0.99980557,0.0000067926294,0.000023781002,0.00006452586,0.000027669486,0.000021340958,0.0000371947,0.0000075573716,0.0000055398323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984123,0.00025350126,0.0004802268,0.0003016718,0.00031218765,0.00024010488],"domain_scores_gemma":[0.99927247,0.00031793455,0.00014873555,0.00013783839,0.000016112594,0.0001069313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005494628,0.00015698177,0.00042580368,0.00008005732,0.000028694745,0.000003884149,0.00025470013,0.00025310778,0.00015487395],"category_scores_gemma":[0.000059706243,0.00009979142,0.000028069737,0.00019211804,0.00017475033,0.000047366197,0.00013062534,0.00022948055,0.0000012874652],"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":[0.00036447204,0.00018834302,0.9886042,0.00002676657,0.000039735205,0.000025486952,0.0025311888,0.0069788615,0.00015555181,0.00093530444,0.0000016388378,0.00014848913],"study_design_scores_gemma":[0.0014910742,0.0006284305,0.97311175,0.00007104595,0.00004370485,0.00006582047,0.00067519577,0.023602474,0.00013498668,0.000045284774,0.000025148707,0.00010510934],"about_ca_topic_score_codex":0.0010366323,"about_ca_topic_score_gemma":0.016883377,"teacher_disagreement_score":0.016623612,"about_ca_system_score_codex":0.000050681578,"about_ca_system_score_gemma":0.00002654047,"threshold_uncertainty_score":0.94213206},"labels":[],"label_agreement":null},{"id":"W6894277155","doi":"10.5343/bms.2023.0146","title":"Plasticity as a contributor to community zonation: a case study using white mangroves (<i>Laguncularia racemosa</i>) in Grenada, West Indies","year":2025,"lang":"en","type":"article","venue":"Bulletin of Marine Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"West indies; Mangrove; White (mutation); Plasticity; Tropics; Habitat","score_opus":0.009354743908279698,"score_gpt":0.2535150951351007,"score_spread":0.24416035122682098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6894277155","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":[0.99136645,0.0000028599181,0.00047854977,0.00049311295,0.00014312007,0.000711069,0.0000147749415,0.000022044414,0.006768032],"genre_scores_gemma":[0.997191,6.527823e-7,0.0018395238,0.00016896952,0.0000071522045,0.000023042772,0.0000015145467,0.000006290275,0.0007618128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807024,0.00021770445,0.00042415052,0.00038039018,0.0005313945,0.0003761154],"domain_scores_gemma":[0.9990295,0.0002574857,0.00013424916,0.00039839232,0.000057241905,0.00012312314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019481664,0.00017533544,0.0002891979,0.0002160803,0.00049373496,0.00008296855,0.0006429183,0.000040376854,0.0007049942],"category_scores_gemma":[0.0007782908,0.0001690626,0.00003445953,0.001249944,0.00038098122,0.00012396464,0.003757968,0.00023723202,0.00007015822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011169354,0.0007318267,0.98431706,0.000043653003,0.000013269137,0.00037697898,0.002485704,0.007038582,0.0013765988,0.00011113203,0.00023537193,0.003158116],"study_design_scores_gemma":[0.001376758,0.00037696637,0.9776695,0.000105789,0.000034133212,0.0003102641,0.009133836,0.009195089,0.00024759848,0.0002587496,0.0009621329,0.0003291905],"about_ca_topic_score_codex":0.11566808,"about_ca_topic_score_gemma":0.11006417,"teacher_disagreement_score":0.006648133,"about_ca_system_score_codex":0.00042065498,"about_ca_system_score_gemma":0.00008555221,"threshold_uncertainty_score":0.90617484},"labels":[],"label_agreement":null},{"id":"W6894360312","doi":"10.5683/sp3/aknmbr","title":"Past vegetation and hydrological change since the Middle Holocene in a Lake Erie riparian marsh provide a guide for ecosystem restoration","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Toronto","funders":"","keywords":"Riparian zone; Marsh; Holocene; Vegetation (pathology); Ecosystem; Restoration ecology; Hydrology (agriculture)","score_opus":0.024011233036002316,"score_gpt":0.23930345962484303,"score_spread":0.21529222658884073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6894360312","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029953287,0.00007556185,0.000080704296,0.0010232265,0.00013279458,0.0019389318,0.9934501,0.000025209465,0.0002781186],"genre_scores_gemma":[0.009429662,0.00009904053,0.00013981567,0.00032651573,0.00015627538,0.0011057518,0.98866063,0.000011031094,0.000071284434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832696,0.00016591918,0.00044649874,0.00051250716,0.00023876225,0.0003093296],"domain_scores_gemma":[0.9989807,0.00017112467,0.00025367623,0.0005146284,0.000013727136,0.00006612705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068166596,0.00025247867,0.0003139022,0.00007235107,0.00014938092,0.00009710392,0.0003516489,0.00027955734,0.000016577276],"category_scores_gemma":[0.00017734105,0.0001878651,0.00005574206,0.00019638418,0.00006360824,0.00017219718,0.0003148283,0.00017547888,0.0000044501053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006208807,0.000047794296,0.0010778157,0.00033177482,0.000009011909,0.0000152051325,0.00011462609,0.00012569559,0.0000018870339,0.000023983663,0.9968903,0.0012998035],"study_design_scores_gemma":[0.00037027753,0.00010371456,0.0127715245,0.00020676672,0.000041929085,0.000011495629,0.00003238108,0.0066300645,6.1286954e-7,0.00010262709,0.9795304,0.00019822278],"about_ca_topic_score_codex":0.012712886,"about_ca_topic_score_gemma":0.93161523,"teacher_disagreement_score":0.91890234,"about_ca_system_score_codex":0.0002611703,"about_ca_system_score_gemma":0.000028028555,"threshold_uncertainty_score":0.99386156},"labels":[],"label_agreement":null},{"id":"W6901613800","doi":"10.60692/szj5q-65s12","title":"Anthropogenic, Direct Pressures on Coastal Wetlands","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Bedford Institute of Oceanography; Natural Resources Canada","funders":"","keywords":"Wetland; Ecosystem; Marsh; Ecosystem services; Salt marsh; Population; Habitat; Mangrove; Waterfowl","score_opus":0.018312904958279058,"score_gpt":0.1900865232616516,"score_spread":0.17177361830337254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901613800","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":[0.8912286,6.3149633e-7,0.0046139495,0.00019772453,0.00035581065,0.00047213488,0.00041276516,0.0004095408,0.102308854],"genre_scores_gemma":[0.9993475,1.0534405e-7,0.0000530971,0.00028758598,0.00007213061,0.000023451548,0.00003264796,0.0000122129995,0.00017125258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865574,0.000049128023,0.00041866105,0.00019789409,0.00042111214,0.00025744404],"domain_scores_gemma":[0.9993548,0.000007377725,0.00018334876,0.00025747102,0.000012965194,0.00018405112],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014957416,0.00018802723,0.00021838376,0.00004304529,0.0001508801,0.00012568905,0.00021748735,0.000076309174,0.00042646306],"category_scores_gemma":[0.000017455726,0.00014927582,0.000077828845,0.00019673772,0.000038784903,0.00051390403,0.0002011785,0.00008692712,0.007976479],"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":[0.00017730596,0.0000034776278,0.96037954,0.00020839373,0.000035556743,0.0000092766495,0.028048502,0.008500652,0.000009676685,0.00003998103,0.0018655645,0.0007220956],"study_design_scores_gemma":[0.0031699757,0.00065593777,0.6917249,0.00022070836,0.00008570457,0.00008739799,0.014718485,0.25636855,0.0014414411,0.0000011896805,0.03030067,0.0012250243],"about_ca_topic_score_codex":0.000040472853,"about_ca_topic_score_gemma":0.00001244381,"teacher_disagreement_score":0.2686546,"about_ca_system_score_codex":0.00007985434,"about_ca_system_score_gemma":0.000006601257,"threshold_uncertainty_score":0.99279594},"labels":[],"label_agreement":null},{"id":"W6901668216","doi":"10.60692/7bjnw-cas25","title":"A rheological and microstructural study of two-step yielding in mud samples from a port area","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of British Columbia","funders":"","keywords":"Rheology; Shearing (physics); Settling; Shear thinning; Organic matter; Flocculation; Rheometry; Particle (ecology)","score_opus":0.026491551741825714,"score_gpt":0.20478110908223468,"score_spread":0.17828955734040897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901668216","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":[0.99738073,0.0000016334309,0.0013590867,0.000005263367,0.00009754815,0.00025919455,0.00008713032,0.000027207056,0.0007822131],"genre_scores_gemma":[0.9994009,7.373792e-8,0.00051306206,0.000018312585,0.000008228706,0.000014423558,0.000022725853,0.0000036361498,0.000018595487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888027,0.00005950521,0.00053926173,0.00016407883,0.00020044163,0.0001564357],"domain_scores_gemma":[0.99952835,0.000016012902,0.00018490865,0.00020460131,0.000014899541,0.000051242125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017713018,0.0001183337,0.00024490542,0.00005454309,0.000050496965,0.000062209656,0.00009387277,0.00005455799,0.0001327737],"category_scores_gemma":[0.000018981376,0.00009465385,0.00002737624,0.00016918001,0.000025188898,0.0003303883,0.00028014067,0.000066901724,0.000042883195],"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":[0.000020494028,0.000003918548,0.9709357,0.000032401833,0.00000915454,0.000012216215,0.028193107,0.0005101133,0.000046466597,0.0000101286,0.0000027848425,0.0002235358],"study_design_scores_gemma":[0.0011138722,0.000041053343,0.9285968,0.00006675215,0.0000111158915,0.00006816618,0.05453875,0.015317023,0.000118488344,0.000003866622,0.000005617019,0.000118501914],"about_ca_topic_score_codex":0.0012207676,"about_ca_topic_score_gemma":0.0004668336,"teacher_disagreement_score":0.042338885,"about_ca_system_score_codex":0.00010374298,"about_ca_system_score_gemma":0.0000070851797,"threshold_uncertainty_score":0.3859872},"labels":[],"label_agreement":null},{"id":"W6901973020","doi":"10.6084/m9.figshare.22359854.v1","title":"Deformation of <i>Spartina patens</i> and <i>Spartina alterniflora</i> stems under irregular wave action","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Deformation (meteorology); Marsh; Bending; Flexibility (engineering); Vegetation (pathology); Salt marsh","score_opus":0.054382524483551076,"score_gpt":0.2373204874292771,"score_spread":0.18293796294572603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901973020","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":[0.9830622,0.000021695867,0.000018286943,0.00013183021,0.000111395355,0.0003597958,0.0133508565,0.00016160196,0.0027823101],"genre_scores_gemma":[0.9875851,0.00000683435,0.000016437642,0.000042972533,0.000031228374,0.000053484182,0.011805176,0.000016282665,0.0004424531],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99905175,0.000021958736,0.00023817479,0.00020270435,0.00024771065,0.00023769675],"domain_scores_gemma":[0.99952406,0.000032979497,0.0001559642,0.00019287172,0.000014079602,0.00008004332],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009894885,0.00011741307,0.00013527805,0.000036378126,0.000080327954,0.000030815594,0.00008377794,0.00006642059,0.010236494],"category_scores_gemma":[0.00003712012,0.00010762141,0.00003920091,0.00027317347,0.00001231573,0.00032534107,0.00024907404,0.0000695452,0.0030078418],"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":[0.00013178273,0.00020131259,0.045985848,0.0022762667,0.00008563084,0.00007201654,0.0024247363,0.03779636,0.03785868,0.000057792004,0.82645494,0.04665464],"study_design_scores_gemma":[0.0013150326,0.000288171,0.4962348,0.0014566617,0.000046241472,0.00013439916,0.001460347,0.378084,0.025417136,0.0009134706,0.093643606,0.0010061405],"about_ca_topic_score_codex":0.000081521146,"about_ca_topic_score_gemma":0.00043088986,"teacher_disagreement_score":0.73281133,"about_ca_system_score_codex":0.00006471296,"about_ca_system_score_gemma":0.0000054771845,"threshold_uncertainty_score":0.9977684},"labels":[],"label_agreement":null},{"id":"W6902085410","doi":"10.6084/m9.figshare.4246724.v1","title":"Modelling phosphorus dynamics in Cootes Paradise marsh: Uncertainty assessment and implications for eutrophication management","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Eutrophication; Phosphorus; Wetland; Hydrology (agriculture); Surface runoff; Nutrient; Sedimentation; Macrophyte","score_opus":0.023768790400231977,"score_gpt":0.25985708605768637,"score_spread":0.2360882956574544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902085410","genre_codex":"dataset","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":[0.3011297,0.00034903575,0.11277166,0.009049933,0.00019319847,0.009024314,0.53942335,0.00038454589,0.027674261],"genre_scores_gemma":[0.9880127,0.00004843969,0.0019315109,0.000032139993,0.000008550146,0.0008477684,0.008875937,0.000014988057,0.00022800657],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992339,0.000013395566,0.00017150593,0.000291704,0.000082939296,0.00020653375],"domain_scores_gemma":[0.9995295,0.0001024746,0.000069212685,0.00022701127,0.00000926572,0.000062538296],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000065839515,0.000102799226,0.00009355923,0.000029381337,0.00007891407,0.000028457258,0.00011805697,0.00004366677,0.0021539708],"category_scores_gemma":[0.00001655951,0.00008195111,0.000027154372,0.000109050394,0.000009010349,0.00012596529,0.00017368683,0.000034860393,0.00010827504],"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":[0.00011827924,0.00040006806,0.18848363,0.0006171215,0.00006984758,0.0000117802265,0.00015884603,0.4303624,0.00014544479,0.01773221,0.031156864,0.3307435],"study_design_scores_gemma":[0.0004454882,0.000025953308,0.111221924,0.00031590808,0.000008038194,0.0000031166178,0.000028591068,0.8766555,0.0000027030803,0.0041452255,0.0069637587,0.00018377237],"about_ca_topic_score_codex":0.00005855527,"about_ca_topic_score_gemma":0.0004817555,"teacher_disagreement_score":0.686883,"about_ca_system_score_codex":0.00073378946,"about_ca_system_score_gemma":0.0000068299664,"threshold_uncertainty_score":0.9987582},"labels":[],"label_agreement":null},{"id":"W6902516044","doi":"10.7486/dri.sb39n158x","title":"5.Reels: Kiss the Maid behind the Barrel,The Morning Thrush - 2016 CCÉ Concert Tour of Canada","year":2022,"lang":"en","type":"other","venue":"Digital Repository of Ireland","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"KISS (TNC); Thrush; Morning; Moonlight","score_opus":0.002990493551180055,"score_gpt":0.16033160927227086,"score_spread":0.1573411157210908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902516044","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04332868,0.00083886925,0.0000074719524,0.00018587327,0.000905628,0.0005120149,0.00038668545,0.000023314307,0.95381147],"genre_scores_gemma":[0.54531235,0.00001849058,0.0000032505448,0.000044460987,0.00011246768,0.000024503572,0.000022656299,0.00009817858,0.4543636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998107,0.00008764256,0.00040963021,0.0003045827,0.00080350874,0.000287624],"domain_scores_gemma":[0.99834806,0.00027235266,0.00054389966,0.0007548834,0.0000086677,0.00007213355],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020020037,0.0002540329,0.0003100022,0.000020253978,0.00032193045,0.00007275996,0.0009580253,0.00009079261,0.001796586],"category_scores_gemma":[0.00005044048,0.00012876226,0.00013135475,0.0001017893,0.0003875971,0.00008147146,0.00065417576,0.00029740058,0.000016603622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041472143,0.00005391646,0.07344311,0.00006730051,0.00022990936,0.00005947341,0.0006216285,0.000920752,0.00006974654,0.000031776675,0.9215655,0.0028954349],"study_design_scores_gemma":[0.00026794648,0.00008459823,0.012093531,0.000140417,0.000068850524,0.00011974596,0.0008921596,0.00042164442,0.000042997122,0.000048408703,0.98552465,0.00029506642],"about_ca_topic_score_codex":0.17017886,"about_ca_topic_score_gemma":0.29382154,"teacher_disagreement_score":0.5019837,"about_ca_system_score_codex":0.00023791085,"about_ca_system_score_gemma":0.0001764599,"threshold_uncertainty_score":0.9991159},"labels":[],"label_agreement":null},{"id":"W6907886782","doi":"10.25392/leicester.data.25428130","title":"Holocene insights for tackling Anthropocene environmental challenges in Malesia","year":2024,"lang":"en","type":"dissertation","venue":"University of Leicester","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Biodiversity; Anthropocene; Mangrove; Environmental change; Habitat; Climate change; Holocene; Ecosystem; Biogeography; Coral reef","score_opus":0.012845258789456263,"score_gpt":0.20752101522213248,"score_spread":0.1946757564326762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907886782","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":[0.98624694,0.000946076,0.000029783907,0.00006783674,0.00026233174,0.00032050113,0.000056383953,0.000019068557,0.012051069],"genre_scores_gemma":[0.9927105,0.0015677011,0.00026529015,0.000004510721,0.000020085105,8.598924e-7,0.00037031842,0.000026619435,0.005034124],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99901074,0.000023168857,0.0001679544,0.00041719867,0.00018810792,0.00019280954],"domain_scores_gemma":[0.9995892,0.00003357299,0.00013134706,0.00019415532,0.0000031469356,0.000048580823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008070262,0.00019179468,0.0002710122,0.00012253036,0.000063974265,0.000010552399,0.0002637683,0.00022323016,0.00044926067],"category_scores_gemma":[0.0000022862882,0.0002193385,0.00011023545,0.000071986615,0.00006865155,0.00017743578,0.00012481207,0.00015451814,0.00019473005],"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":[0.006498051,0.004870612,0.29544958,0.025194425,0.0014217474,0.0027328813,0.25253186,0.010243263,0.030923625,0.0012686887,0.005059081,0.3638062],"study_design_scores_gemma":[0.004613105,0.0009411166,0.7932468,0.0032924504,0.0007257864,0.00003887826,0.10284297,0.021121025,0.0025374827,0.0017400425,0.065872,0.0030283271],"about_ca_topic_score_codex":0.0002781515,"about_ca_topic_score_gemma":0.009418209,"teacher_disagreement_score":0.49779722,"about_ca_system_score_codex":0.00025757615,"about_ca_system_score_gemma":0.000011808364,"threshold_uncertainty_score":0.8944364},"labels":[],"label_agreement":null},{"id":"W6910252726","doi":"10.4224/40003325","title":"Nature-based infrastructure for coastal flood and erosion risk management: a Canadian design guide","year":2024,"lang":"en","type":"book","venue":"NPARC","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"National Research Council Canada; Institut National de la Recherche Scientifique","funders":"","keywords":"Flood myth; Coastal erosion; Flood risk management; Risk management; Coastal management; Erosion","score_opus":0.0037683573640904864,"score_gpt":0.19159865852512828,"score_spread":0.1878303011610378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6910252726","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":[0.0008151148,0.00018997527,0.015037686,0.00027116775,0.0010408864,0.0028108924,0.004289109,0.00013858217,0.9754066],"genre_scores_gemma":[0.031729307,0.00023822156,0.064486176,0.0007539714,0.00033756898,0.00026408889,0.0013788289,0.00028848893,0.90052336],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981958,0.000036937105,0.00027918012,0.00068456796,0.00032776676,0.00047570505],"domain_scores_gemma":[0.99909586,0.000081587554,0.00011420581,0.00037643267,0.000010261969,0.00032164456],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031838543,0.00038706826,0.00029598063,0.00016396724,0.00021648381,0.00013514329,0.00031536762,0.00055147364,0.00090423133],"category_scores_gemma":[0.000022773918,0.00035858707,0.00011285251,0.00010069081,0.00008742216,0.00006809833,0.00029277278,0.00058838737,0.00019651037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064394866,0.000010843464,0.0007190155,0.00062213093,0.00010712218,0.00011745308,0.00007973461,0.0021222495,0.0001613326,0.0015249824,0.97057426,0.023896474],"study_design_scores_gemma":[0.0006423215,0.00012976545,0.0007450517,0.0003485444,0.00030647757,0.000020051271,0.000017247712,0.047696866,0.000024468853,0.060940795,0.8885227,0.0006057052],"about_ca_topic_score_codex":0.0045345807,"about_ca_topic_score_gemma":0.2893027,"teacher_disagreement_score":0.2847681,"about_ca_system_score_codex":0.0008449689,"about_ca_system_score_gemma":0.00017566483,"threshold_uncertainty_score":0.99988663},"labels":[],"label_agreement":null},{"id":"W6920455437","doi":"10.60692/6v64f-8a409","title":"The Economic Benefit of Coastal Blue Carbon Stocks in a Moroccan Lagoon Ecosystem: a Case Study at Moulay Bousselham Lagoon","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Université de Sherbrooke","funders":"","keywords":"Ecosystem services; Wetland; Carbon sequestration; Land cover; Blue carbon; Habitat; Land use","score_opus":0.010519205063132432,"score_gpt":0.18583638124618287,"score_spread":0.17531717618305045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920455437","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":[0.9952657,0.0000019820857,0.0000328272,0.000018475503,0.00041402553,0.0015825315,0.00056237046,0.00006886598,0.0020531723],"genre_scores_gemma":[0.9991374,7.734783e-8,0.000004860533,0.000009406487,0.000017406612,0.00042644687,0.00002146601,0.000020489935,0.00036245177],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997425,0.00021434185,0.0011828676,0.00027944602,0.0004889194,0.00040940725],"domain_scores_gemma":[0.9985411,0.000028880244,0.0006731096,0.00063738273,0.000015675696,0.000103813894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012179534,0.00025712472,0.00038993562,0.00016976992,0.00059624284,0.000096638825,0.00039484873,0.00006118737,0.00012957425],"category_scores_gemma":[0.0000059738227,0.00020860265,0.00009406889,0.00030983065,0.000030550975,0.0003334473,0.0010447406,0.00017178357,0.00019373775],"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":[0.00018733191,0.000013939338,0.73589724,0.00011385931,0.000036268637,0.00012770978,0.076382615,0.18696305,0.0000032021399,0.000020400685,0.000028127184,0.00022628505],"study_design_scores_gemma":[0.00350383,0.00070366834,0.055054225,0.000054232605,0.00006231144,0.0036377267,0.42076206,0.51465094,0.000058731865,0.0000012678375,0.00090736354,0.0006036389],"about_ca_topic_score_codex":0.005151729,"about_ca_topic_score_gemma":0.02533688,"teacher_disagreement_score":0.680843,"about_ca_system_score_codex":0.0024282744,"about_ca_system_score_gemma":0.00003411171,"threshold_uncertainty_score":0.9924482},"labels":[],"label_agreement":null},{"id":"W6920513670","doi":"10.60692/w71he-2gc53","title":"Tangled Roots and Murky Waters: Piecing Together Panama's Mangrove Policy Puzzle","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"McGill University","funders":"","keywords":"Mangrove; Citizen journalism; Wetland; Nature Conservation; Public policy","score_opus":0.00965849140248076,"score_gpt":0.17593926572122123,"score_spread":0.16628077431874047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920513670","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":[0.979875,0.0000011830434,0.0018228964,0.00010992254,0.0002346854,0.00039722407,0.00013097202,0.00014047454,0.017287629],"genre_scores_gemma":[0.99864143,6.817595e-8,0.00009963061,0.00016361091,0.000044308967,0.000097397446,0.000025294441,0.000014643773,0.00091361505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859774,0.00007907735,0.0004207535,0.00018577684,0.00039618838,0.00032045273],"domain_scores_gemma":[0.9993693,0.000006105449,0.00020050541,0.0003024786,0.0000097420425,0.000111862835],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038419568,0.00016914525,0.00018432851,0.00015091844,0.00042191037,0.00015206725,0.00020098787,0.000046943645,0.00033779905],"category_scores_gemma":[0.000008688183,0.00014704528,0.000050665134,0.0002696691,0.000027292146,0.00063516054,0.00062358566,0.00010301521,0.0008623816],"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":[0.000078713085,0.0000054049797,0.8671236,0.00022407381,0.000040167255,0.000014219601,0.12266057,0.006677828,0.00002806766,0.0001993731,0.0003151656,0.0026328086],"study_design_scores_gemma":[0.0053195353,0.00037603482,0.5693328,0.00018567806,0.00009586894,0.0010838157,0.2092031,0.18387015,0.00026893086,0.00003708793,0.02832493,0.0019021042],"about_ca_topic_score_codex":0.00040913618,"about_ca_topic_score_gemma":0.000014977545,"teacher_disagreement_score":0.29779083,"about_ca_system_score_codex":0.0006088053,"about_ca_system_score_gemma":0.00000890856,"threshold_uncertainty_score":0.99991554},"labels":[],"label_agreement":null},{"id":"W6923764786","doi":"10.14473/csda/hgzkpi/aoze1q","title":"D06_CHPS201.pdf","year":2024,"lang":"cs","type":"dataset","venue":"Czech Social Science Data Archive","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Canadian Standards Association","funders":"","keywords":"Set (abstract data type); Identification (biology); Process (computing); Context (archaeology)","score_opus":0.019572919046039947,"score_gpt":0.2914170028582953,"score_spread":0.27184408381225533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923764786","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008810314,0.00007274158,0.000196196,0.00045185225,0.0039270986,0.0009920895,0.9690746,0.00010946029,0.024294911],"genre_scores_gemma":[0.0033431482,0.0005307692,0.0005665259,0.00033248565,0.0017371683,0.000048841168,0.9912863,0.000076173346,0.0020786093],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890672,0.0002568293,0.0010362111,0.00404033,0.0032219863,0.002377447],"domain_scores_gemma":[0.9942473,0.00032575327,0.00051628874,0.0039589573,0.00003818198,0.0009135108],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["sts","open_science","insufficient_payload"],"category_scores_codex":[0.0034331675,0.0010098971,0.0009221456,0.00045631742,0.0027603144,0.0017513699,0.014862597,0.0004331601,0.009810489],"category_scores_gemma":[0.00059216167,0.00095601357,0.00024876348,0.0029050615,0.0062820693,0.0022380983,0.032034718,0.001766764,0.29794875],"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":[0.000023606795,0.00016313976,0.00017038062,0.00027496018,0.000047977144,0.00018087156,0.00085776823,0.000006352555,0.00092226797,0.00025848317,0.98678255,0.010311621],"study_design_scores_gemma":[0.00022287195,0.00012304314,0.0015990711,0.00026704944,0.00025271744,0.00006207777,0.001010553,0.0069624525,0.000015882038,0.0029238441,0.98536247,0.0011979699],"about_ca_topic_score_codex":0.0043609478,"about_ca_topic_score_gemma":0.015614278,"teacher_disagreement_score":0.28813827,"about_ca_system_score_codex":0.0013614973,"about_ca_system_score_gemma":0.0009382621,"threshold_uncertainty_score":0.99928904},"labels":[],"label_agreement":null},{"id":"W6926368874","doi":"10.22051/psy.2023.40562.2627","title":"The Effectiveness of Emotion Focused Therapy on Alexithymia and Psycho -somatic Complaints in Patients of COVID-19 under Home Treatment","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Alexithymia; Snowball sampling; Population; Inclusion (mineral); Research design; Psychosomatics","score_opus":0.14519247541534183,"score_gpt":0.47964119817215023,"score_spread":0.33444872275680837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926368874","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":[0.99791557,0.00023705902,0.00008284204,0.00005301743,0.00018536468,0.0009898596,0.000047272766,0.00001218576,0.00047685023],"genre_scores_gemma":[0.9974596,0.002395815,0.000012249679,0.000024783909,0.0000063623256,0.000039116912,0.000013126197,0.000021712367,0.000027250977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976985,0.0006776913,0.0005798448,0.00028691665,0.00052169187,0.00023538888],"domain_scores_gemma":[0.99784243,0.0011245161,0.0005284532,0.00034554867,0.000022512466,0.00013655881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015961146,0.00020463478,0.00051089504,0.0002754769,0.00015978511,0.00012171965,0.0007501282,0.00005897806,0.0005257295],"category_scores_gemma":[0.00010005722,0.00013874525,0.000087243185,0.0007865651,0.00016217501,0.00040979925,0.00033591883,0.000094303556,0.000012970534],"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":[0.0008700278,0.00039376164,0.9790679,0.0001163404,0.00007221497,0.0000028008371,0.00028259537,0.00462803,0.0041858954,0.000023252413,0.00013604025,0.010221119],"study_design_scores_gemma":[0.0022270784,0.00011405898,0.9892906,0.00038226013,0.000010928506,0.0000011210287,0.00006672249,0.0008575129,0.0011353497,0.0057247467,0.00005227084,0.0001373754],"about_ca_topic_score_codex":0.0022327565,"about_ca_topic_score_gemma":0.0008617703,"teacher_disagreement_score":0.010222653,"about_ca_system_score_codex":0.00039442274,"about_ca_system_score_gemma":0.000027089674,"threshold_uncertainty_score":0.5756369},"labels":[],"label_agreement":null},{"id":"W6926482705","doi":"10.25316/ir-14759","title":"The Nanaimo Free Press [Wednesday, July 8, 1885]","year":2020,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Free press","score_opus":0.006228438759043417,"score_gpt":0.17363000940684642,"score_spread":0.167401570647803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926482705","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":[0.000002475762,0.00012526178,0.0005060956,0.0003182177,0.002468985,0.0004578139,0.00038235224,0.0002456985,0.9954931],"genre_scores_gemma":[0.00038453777,0.00055337674,0.00012382901,0.000060778115,0.00021064446,0.0000018399325,0.0000017142127,0.00022600245,0.9984373],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809074,0.00010626596,0.00014286819,0.0006500633,0.00049108756,0.0005189693],"domain_scores_gemma":[0.9984531,0.0000841483,0.00026794238,0.00095293403,0.000008314632,0.0002335688],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008434136,0.00043047135,0.0003679143,0.000094036935,0.0003277045,0.00007912163,0.001448681,0.0003029501,0.0014183808],"category_scores_gemma":[0.000036689304,0.00034371656,0.00017828953,0.0004455702,0.00022920188,0.00013154933,0.0014406253,0.0003841551,0.0010606507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042004263,0.000023131774,0.000018947136,0.00003518846,0.0000729956,0.00014047262,0.00011473555,0.0000935533,0.0000051198263,0.00016582395,0.99868655,0.00060144794],"study_design_scores_gemma":[0.00066731666,0.00005330908,0.000012913849,0.00006314552,0.00008683445,0.0000030801486,0.00022176495,0.0004981985,0.0000035044302,0.00005084915,0.99788564,0.00045340954],"about_ca_topic_score_codex":0.0046490496,"about_ca_topic_score_gemma":0.13025418,"teacher_disagreement_score":0.12560512,"about_ca_system_score_codex":0.00030306922,"about_ca_system_score_gemma":0.000039194372,"threshold_uncertainty_score":0.9999015},"labels":[],"label_agreement":null},{"id":"W6926518023","doi":"10.25316/ir-11839","title":"Nanaimo Free Press [Thursday, June 18, 1896]","year":2019,"lang":"en","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.00513952115049733,"score_gpt":0.16383576171370334,"score_spread":0.15869624056320603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926518023","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":[0.000081450344,0.000108382395,0.00033483404,0.00029252263,0.00222317,0.0006544956,0.00091614557,0.0004983542,0.99489063],"genre_scores_gemma":[0.00065145147,0.00038434207,0.0005880252,0.00008661575,0.00017762426,0.0000012275763,0.000031114876,0.0003878715,0.99769175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772304,0.000106950385,0.00017797065,0.00086863415,0.0005158634,0.0006075487],"domain_scores_gemma":[0.9980253,0.000054165346,0.00030633944,0.0013520143,0.0000045595866,0.00025763336],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000044260145,0.0005523442,0.0005735513,0.00020846468,0.00013116433,0.00008033824,0.0014925693,0.00053094653,0.018745018],"category_scores_gemma":[0.000009272658,0.0005537915,0.00022179048,0.00040146976,0.00016092794,0.00073789706,0.0022425656,0.00039295573,0.002295765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053486605,0.000067347566,0.0006158546,0.000101417514,0.000080353406,0.00013013158,0.00010045153,0.00016171196,0.000004532523,0.000102490754,0.9983874,0.00019482434],"study_design_scores_gemma":[0.0011803721,0.000055175482,0.0001073495,0.00015539463,0.000082798564,0.0000032534012,0.00016186255,0.00044788484,0.000012519196,0.00005787126,0.99701065,0.00072489673],"about_ca_topic_score_codex":0.0056095608,"about_ca_topic_score_gemma":0.76594645,"teacher_disagreement_score":0.76033694,"about_ca_system_score_codex":0.00019708686,"about_ca_system_score_gemma":0.000054745018,"threshold_uncertainty_score":0.99969137},"labels":[],"label_agreement":null},{"id":"W6926558536","doi":"10.25316/ir-3045","title":"Plan Canada - Volume 52, Number 3 (Fall 2012)","year":2012,"lang":"fr","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Plan (archaeology); Volume (thermodynamics); Face (sociological concept); Five year plan","score_opus":0.003559317719948256,"score_gpt":0.1451237477115106,"score_spread":0.14156442999156235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926558536","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":[0.0066424436,0.00021570295,0.00044131052,0.0013388623,0.004647124,0.00056683127,0.002195265,0.0001549269,0.98379755],"genre_scores_gemma":[0.027251085,0.0003513601,0.00064964546,0.00025045653,0.00055212516,0.0000012025406,0.00013865581,0.00026574303,0.97053975],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964953,0.00022543878,0.00030572576,0.00092478545,0.0006851092,0.001363641],"domain_scores_gemma":[0.99774677,0.000101665755,0.000400359,0.00085972395,0.00001127904,0.0008802288],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007044463,0.0008587652,0.0007595173,0.00013493307,0.0003937454,0.00009934507,0.0011750617,0.0006715819,0.3049373],"category_scores_gemma":[0.0000080661175,0.00092806417,0.00023629362,0.00054947875,0.00025800176,0.0019197871,0.0013933273,0.00067032734,0.010308854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069465605,0.00011297964,0.14083293,0.00012702141,0.00013345473,0.00031910694,0.00022974749,0.00021775223,0.0000033826373,0.00028397923,0.8564997,0.0011705142],"study_design_scores_gemma":[0.000880662,0.000042941112,0.015551917,0.00018157114,0.00017478703,0.000019979221,0.0005727336,0.0009582053,0.000006017487,0.000029505656,0.9804021,0.0011795611],"about_ca_topic_score_codex":0.78231907,"about_ca_topic_score_gemma":0.9998302,"teacher_disagreement_score":0.29462844,"about_ca_system_score_codex":0.0013576653,"about_ca_system_score_gemma":0.0005354363,"threshold_uncertainty_score":0.999317},"labels":[],"label_agreement":null},{"id":"W6929559759","doi":"10.5061/dryad.h32p6","title":"Data from: Spartina alterniflora genotypic identity affects plant and consumer responses in an experimental marsh community","year":2016,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of British Columbia","funders":"","keywords":"Spartina alterniflora; Spartina; Foundation species; Salt marsh; Intraspecific competition; Plant community; Marsh","score_opus":0.041726295353649454,"score_gpt":0.28913630409398483,"score_spread":0.24741000874033536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6929559759","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47946855,0.00026609178,0.000017889282,0.000007893821,0.00013733652,0.00019899475,0.5198633,0.000021186775,0.0000187394],"genre_scores_gemma":[0.16949238,0.0008369671,0.00012845962,0.000085856314,0.00012739513,0.00001327605,0.8292677,0.000030376577,0.000017587092],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99603754,0.0014017819,0.00044094492,0.0011716424,0.00037399758,0.00057407963],"domain_scores_gemma":[0.9944345,0.00081092515,0.00028736834,0.004174233,0.000002855005,0.0002901175],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.0014987732,0.000493961,0.0005565955,0.000087166314,0.00045809703,0.0003248926,0.0040531596,0.0001704759,0.00022103645],"category_scores_gemma":[0.000026363383,0.00041627625,0.000020170477,0.00012242833,0.00029448222,0.0016422113,0.016098153,0.0006478045,0.000103678016],"study_design_candidate":"observational","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":[0.0017211956,0.0008112412,0.42551526,0.0010237396,0.00019668048,0.0004020814,0.0021154066,0.0000624183,0.0022303625,0.0000024007443,0.56207204,0.003847163],"study_design_scores_gemma":[0.0022247524,0.00035459653,0.5520756,0.002984863,0.00032034755,0.00015760596,0.0015995271,0.09754025,0.000020958614,0.00024179938,0.3403129,0.0021667965],"about_ca_topic_score_codex":0.046654463,"about_ca_topic_score_gemma":0.6419797,"teacher_disagreement_score":0.59532523,"about_ca_system_score_codex":0.00007935764,"about_ca_system_score_gemma":0.000018880748,"threshold_uncertainty_score":0.99982893},"labels":[],"label_agreement":null},{"id":"W6930068984","doi":"10.5281/zenodo.11735937","title":"Swagelok verschraubung pdf","year":2024,"lang":"de","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Nut; Tube (container); Barrel (horology); Quarter (Canadian coin); Set (abstract data type); Front (military)","score_opus":0.014472735182726244,"score_gpt":0.21244923577703165,"score_spread":0.1979765005943054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930068984","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":[0.000735706,0.0004977645,0.0010235297,0.0003605015,0.0009886433,0.0008423153,0.00093502115,0.0009166906,0.99369985],"genre_scores_gemma":[0.05415537,0.00089750125,0.0002446149,0.00016114667,0.0009404416,9.19321e-8,0.004215604,0.015026806,0.9243584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99617,0.00041387274,0.00048873125,0.0012191512,0.0008681533,0.0008401034],"domain_scores_gemma":[0.99824584,0.000022993194,0.0002239451,0.0009997388,0.00007823124,0.00042924212],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00087479106,0.00048012892,0.00038630283,0.00036830004,0.0015354145,0.0019159144,0.001966433,0.0003133378,0.7152574],"category_scores_gemma":[0.00026234606,0.0005143266,0.0001826459,0.00088298426,0.0003461011,0.00022459599,0.005199656,0.00080434734,0.9372859],"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":[0.000036369085,0.00011797157,0.0000053486006,0.00044298283,0.00015707818,0.00012663343,0.00061747915,0.00009264282,0.00076275686,0.00058101834,0.9565279,0.040531855],"study_design_scores_gemma":[0.0003558655,0.0002012642,0.00016371153,0.0003507474,0.000099920624,0.00014216916,0.00026166724,0.0018468228,0.000024575691,0.00016705373,0.99584675,0.0005394522],"about_ca_topic_score_codex":0.0001541063,"about_ca_topic_score_gemma":0.000011522752,"teacher_disagreement_score":0.2220285,"about_ca_system_score_codex":0.0008865268,"about_ca_system_score_gemma":0.000004279953,"threshold_uncertainty_score":0.99976444},"labels":[],"label_agreement":null},{"id":"W6930610225","doi":"10.5281/zenodo.14596829","title":"FIGURES 184, 185. Lymaenon. 184 in Illustrated key to the genera and catalogue of Mymaridae (Hymenoptera) in the Neotropical region","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Natural Resources Canada","funders":"","keywords":"Key (lock); Taxonomy (biology); Morphology (biology); Taxonomic key","score_opus":0.018156544739351865,"score_gpt":0.21556710310928331,"score_spread":0.19741055836993146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930610225","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041341107,0.00041817492,0.000376456,0.002700032,0.00018029315,0.0016984858,0.00058646296,0.00026718463,0.9524318],"genre_scores_gemma":[0.9072666,0.00035034996,0.00008597888,0.00030958638,0.00018759868,5.676939e-7,0.0013362309,0.002804239,0.08765885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998366,0.00034463743,0.00025818992,0.00041207948,0.0003367105,0.00028238856],"domain_scores_gemma":[0.9993524,0.000017473358,0.00008374338,0.00045724152,0.00001626009,0.00007285724],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004490014,0.0001718399,0.00017793576,0.0001908667,0.00020453546,0.00029433632,0.0009297261,0.00010770228,0.004228087],"category_scores_gemma":[0.00010862934,0.00012014449,0.000027600918,0.0006571211,0.00017245124,0.00005691002,0.0013051884,0.00032913568,0.006733948],"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":[0.00003118896,0.000059003858,0.00005280308,0.00011315785,0.0000151733575,0.000048861264,0.0024439162,0.0003832997,0.00019014948,0.00033933148,0.9842091,0.01211402],"study_design_scores_gemma":[0.00018559038,0.000074485215,0.0020483346,0.00012884,0.000009449775,0.00008501154,0.0002771138,0.0008249432,0.000005998021,0.000057412795,0.9961579,0.00014495847],"about_ca_topic_score_codex":0.0023254752,"about_ca_topic_score_gemma":0.0014858664,"teacher_disagreement_score":0.8659255,"about_ca_system_score_codex":0.00015641727,"about_ca_system_score_gemma":0.0000025689055,"threshold_uncertainty_score":0.99668217},"labels":[],"label_agreement":null},{"id":"W6931347828","doi":"10.5281/zenodo.5426226","title":"FIGURE 4 in Plectania lutea (Sarcosomataceae), a new species from southwestern karst areas of China","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Ministry of Education and Child Care","funders":"","keywords":"Karst; China; Chine; Population","score_opus":0.01528844697853758,"score_gpt":0.20166598893664806,"score_spread":0.1863775419581105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931347828","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":[0.02226621,0.0002259385,0.00064498634,0.00017603004,0.00014141816,0.0005089429,0.0015370982,0.0003404959,0.9741589],"genre_scores_gemma":[0.1423428,0.0003859602,0.0006670596,0.00006443851,0.00044174635,9.479455e-8,0.014408181,0.008729558,0.8329601],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799156,0.0002139226,0.00033683068,0.00059126684,0.00050448894,0.0003619393],"domain_scores_gemma":[0.9988912,0.000016663704,0.00023296308,0.0006562393,0.000022901568,0.00018004495],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017854574,0.0002556404,0.00035015563,0.00019582495,0.00022921877,0.0002931861,0.001079207,0.00017333504,0.3145779],"category_scores_gemma":[0.00016682385,0.00027180908,0.00007717167,0.00057792256,0.000118235745,0.000102343336,0.0021900975,0.00031336962,0.009125019],"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":[0.000044449203,0.00017886535,0.0016251273,0.00015785122,0.00006483077,0.00009210572,0.0018737576,0.00010813458,0.002688989,0.00012663659,0.9843381,0.008701154],"study_design_scores_gemma":[0.00046583381,0.000052354313,0.02112839,0.00033389986,0.000014790421,0.000025154717,0.00018776835,0.00025470604,0.000034131455,0.00007389613,0.9771551,0.00027400552],"about_ca_topic_score_codex":0.0031401257,"about_ca_topic_score_gemma":0.0009117169,"teacher_disagreement_score":0.3054529,"about_ca_system_score_codex":0.00027470305,"about_ca_system_score_gemma":0.0000058655637,"threshold_uncertainty_score":0.9999734},"labels":[],"label_agreement":null},{"id":"W6931515710","doi":"10.5281/zenodo.7510438","title":"MitoFun: Code to analyze mitochondrial respiration, H2O2 emission and calcium retention capacity data in Igor Pro (Wavemetrics).","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Université du Québec à Montréal","funders":"","keywords":"Code (set theory); Calcium; High resolution; Source code; Resolution (logic)","score_opus":0.06998321198862544,"score_gpt":0.26961668943121564,"score_spread":0.1996334774425902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931515710","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":[0.04281418,0.00019126921,0.029749593,0.0030528917,0.0022979595,0.008959971,0.014549398,0.005928956,0.89245576],"genre_scores_gemma":[0.08909502,0.00085943664,0.0076462463,0.0006655643,0.0024449623,0.000002441504,0.036085945,0.04629113,0.81690925],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99734867,0.0003139361,0.00037703096,0.00096222444,0.0006130399,0.00038509615],"domain_scores_gemma":[0.998464,0.000026291289,0.00018552627,0.0010059095,0.000063943655,0.00025434015],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00087999663,0.00022383209,0.00024731195,0.0005446352,0.00053891423,0.0004252281,0.0011545677,0.00019332372,0.009724544],"category_scores_gemma":[0.0016701594,0.00023312877,0.00003103123,0.0014486517,0.00009869273,0.00023864528,0.0039502336,0.00029911776,0.0066052247],"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":[0.000052659267,0.00006871075,0.00021224453,0.000101300095,0.000019583993,0.000015935062,0.00025068477,0.00005404738,0.0029943436,0.00003429264,0.9766939,0.019502288],"study_design_scores_gemma":[0.00039547007,0.00011322407,0.0019585392,0.0001413005,0.00001676685,0.000015759579,0.000061988925,0.004216104,0.000026245121,0.00003400046,0.9927496,0.00027101426],"about_ca_topic_score_codex":0.0013182999,"about_ca_topic_score_gemma":0.0010932892,"teacher_disagreement_score":0.075546525,"about_ca_system_score_codex":0.00038861093,"about_ca_system_score_gemma":0.0000033071346,"threshold_uncertainty_score":0.9941682},"labels":[],"label_agreement":null},{"id":"W6931776856","doi":"10.5683/sp3/qamvku","title":"Guidelines for planning and conducting research based on medical records (Search strategies)","year":2025,"lang":"fr","type":"dataset","venue":"Borealis","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"MEDLINE; Medical record; Plan (archaeology); Medical literature; Medical practice","score_opus":0.203222620886041,"score_gpt":0.4328257496470516,"score_spread":0.2296031287610106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931776856","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006461812,0.0002769699,0.002337114,0.008824464,0.00059142243,0.0011862916,0.98015845,0.000034600827,0.0059445],"genre_scores_gemma":[0.0010182674,0.0003577297,0.0024470938,0.0007038145,0.00081217824,0.00020399145,0.99317217,0.00004007986,0.0012446743],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943183,0.00060821825,0.0008847633,0.0011266902,0.0019349164,0.001127103],"domain_scores_gemma":[0.9952573,0.0029241047,0.00015122566,0.00091256393,0.00024783565,0.0005069682],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007035691,0.0004503428,0.00059785845,0.00034481502,0.00077747443,0.00038583597,0.0010023724,0.0007543087,0.000876769],"category_scores_gemma":[0.0050132605,0.00041880604,0.00012018652,0.00048157925,0.00072968967,0.00019317477,0.0009350413,0.0012292927,0.00002389845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016598107,0.000091552356,0.0005983778,0.0009492115,0.00003053995,0.00009165845,0.00007039885,0.0034543206,0.000011346109,0.00038473713,0.9800556,0.014096298],"study_design_scores_gemma":[0.00063202094,0.000418573,0.00027790337,0.0020425953,0.000033435113,0.000016715967,0.0014578071,0.22576055,0.000011934206,0.00026697066,0.76874095,0.0003405673],"about_ca_topic_score_codex":0.14763643,"about_ca_topic_score_gemma":0.13908893,"teacher_disagreement_score":0.22230622,"about_ca_system_score_codex":0.0005297502,"about_ca_system_score_gemma":0.0007520284,"threshold_uncertainty_score":0.9998264},"labels":[],"label_agreement":null},{"id":"W6939452070","doi":"10.6084/m9.figshare.25378691","title":"Summer recreational boating impacts on erosion, turbidity, and phosphorus levels in Canadian freshwater lakes","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Turbidity; Sediment; Shore; Erosion; Phosphorus; Hydrology (agriculture); Water quality; Littoral zone; Coastal erosion","score_opus":0.02943826326265215,"score_gpt":0.24966671127249293,"score_spread":0.2202284480098408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939452070","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":[0.7944494,0.00022345218,2.9978696e-7,0.0003965926,0.000111744455,0.0002666744,0.19118515,0.00005058641,0.013316126],"genre_scores_gemma":[0.98978823,0.0000030041213,0.000022906404,0.00013988887,0.000032483553,0.000029373621,0.009402922,0.00001390282,0.00056727644],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99920976,0.000017321468,0.00011193598,0.00023207434,0.0001461611,0.0002827413],"domain_scores_gemma":[0.99963367,0.0000715692,0.000015194901,0.000091808506,0.0000041327335,0.00018359518],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007736979,0.00010051986,0.00007393425,0.000055292476,0.00007086365,0.000111049005,0.00008140611,0.00006084383,0.12583138],"category_scores_gemma":[0.00015972817,0.000085522566,0.000019331406,0.00014200112,0.0000057611774,0.00016486034,0.00009789572,0.000116279625,0.0030309167],"study_design_candidate":"observational","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":[0.000010925175,0.000027684748,0.27062935,0.0001920316,0.000011677963,0.00024109606,0.0012092193,0.0012750105,0.00091271184,0.00004640406,0.7135491,0.011894838],"study_design_scores_gemma":[0.00012747299,0.00003702761,0.7651686,0.0021326095,0.000002586567,0.000017292303,0.000034853856,0.024052547,0.0004115586,0.00015105824,0.20761093,0.00025342626],"about_ca_topic_score_codex":0.100737564,"about_ca_topic_score_gemma":0.9100233,"teacher_disagreement_score":0.8092857,"about_ca_system_score_codex":0.00034619638,"about_ca_system_score_gemma":0.00004271713,"threshold_uncertainty_score":0.99774534},"labels":[],"label_agreement":null},{"id":"W6939457269","doi":"10.60692/yrs14-h3480","title":"Novel coexisting mangrove-coral habitats: Extensive coral communities located deep within mangrove canopies of Panama, a global classification system and predicted distributions","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"McGill University","funders":"","keywords":"Mangrove; Habitat; Abiotic component; Ecosystem; Coral reef; Coral","score_opus":0.02525806628931816,"score_gpt":0.1999527073479013,"score_spread":0.17469464105858315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939457269","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":[0.95355093,0.0000048030493,0.038341254,0.000027443826,0.00035175047,0.00070061034,0.005406368,0.0002090183,0.001407805],"genre_scores_gemma":[0.9984752,9.636974e-8,0.00039202155,0.000025543462,0.000013861422,0.0001778047,0.0008698958,0.000011926084,0.000033654414],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978638,0.00016428402,0.000955622,0.0001847439,0.00052749587,0.00030404868],"domain_scores_gemma":[0.99847794,0.000023801564,0.00084784115,0.00041382847,0.00012417001,0.000112393565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041843505,0.00024160839,0.0003503583,0.00009952735,0.000674525,0.00012691249,0.00028943017,0.00008067035,0.00002799321],"category_scores_gemma":[0.000024702316,0.00023411716,0.000060908784,0.0004845211,0.00017971298,0.00060742156,0.0005495166,0.00015942186,0.000045444005],"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":[0.0001932945,0.000016598295,0.9259559,0.0009066401,0.00008458937,0.000004361707,0.061279323,0.008261379,0.000036684865,0.002959476,0.00008965864,0.00021208201],"study_design_scores_gemma":[0.0009063015,0.00010952187,0.34447068,0.0001622913,0.000060035927,0.00029364217,0.2873444,0.3663629,0.00001696469,0.0000025314182,0.000028410535,0.00024231733],"about_ca_topic_score_codex":0.0019660697,"about_ca_topic_score_gemma":0.0003532743,"teacher_disagreement_score":0.5814852,"about_ca_system_score_codex":0.0014341926,"about_ca_system_score_gemma":0.000032743177,"threshold_uncertainty_score":0.95470214},"labels":[],"label_agreement":null},{"id":"W6945473754","doi":"10.25392/leicester.data.25428130.v1","title":"Holocene insights for tackling Anthropocene environmental challenges in Malesia","year":2024,"lang":"en","type":"dissertation","venue":"Figshare","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Biodiversity; Anthropocene; Mangrove; Environmental change; Habitat; Climate change; Holocene; Ecosystem; Biogeography; Coral reef","score_opus":0.02663709746931439,"score_gpt":0.2525577816544357,"score_spread":0.22592068418512132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945473754","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":[0.64162207,0.022165611,0.0000010548656,0.00013701183,0.0012690306,0.003044199,0.28275096,0.00026732706,0.048742708],"genre_scores_gemma":[0.6991019,0.00045986637,0.000049680537,0.000012573148,0.00011002014,0.0005381218,0.29741922,0.00009843034,0.0022101577],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998238,0.00002173576,0.00034126884,0.00073412043,0.00028973015,0.0003751382],"domain_scores_gemma":[0.99942774,0.00006525977,0.00013247754,0.00028183844,0.000003452649,0.00008925639],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000047081394,0.00036292494,0.00032716274,0.00010785607,0.000080521015,0.000053372907,0.0003070021,0.00037260895,0.07551],"category_scores_gemma":[0.000057573874,0.0003617692,0.00013995926,0.00011493182,0.00000825663,0.00015110945,0.00016358928,0.00028218326,0.0074085593],"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":[0.0009215779,0.0020187998,0.0035765897,0.03800436,0.00049264356,0.0020217171,0.025037268,0.006685563,0.0026662077,0.00015225029,0.47141236,0.44701067],"study_design_scores_gemma":[0.00334225,0.000964354,0.2815639,0.0408301,0.00029342997,0.00013787056,0.012432433,0.079852,0.004984006,0.0031879053,0.5652001,0.0072116246],"about_ca_topic_score_codex":0.000023004488,"about_ca_topic_score_gemma":0.0022304715,"teacher_disagreement_score":0.43979904,"about_ca_system_score_codex":0.00043352286,"about_ca_system_score_gemma":0.000019175222,"threshold_uncertainty_score":0.9998834},"labels":[],"label_agreement":null},{"id":"W6945975761","doi":"10.25919/sj51-ja20","title":"Parkes observations for project P456 semester 2021OCTS_05","year":2021,"lang":"en","type":"dataset","venue":"CSIRO","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Dominion Astrophysical Observatory","funders":"","keywords":"Gravitational wave; Pulsar; Gravitational-wave astronomy; Gravitational field; Gravitational-wave observatory; Field (mathematics)","score_opus":0.036740255730909055,"score_gpt":0.2667211251007511,"score_spread":0.22998086936984202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945975761","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00104306,0.000054265925,0.00017864458,0.0001588498,0.00066224334,0.00078443304,0.9966927,0.000029012783,0.00039678888],"genre_scores_gemma":[0.0000102791155,0.00009058193,0.000932679,0.0002678653,0.00021064527,0.0003002376,0.9941868,0.000028588234,0.0039723306],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998442,0.00004847744,0.00032499022,0.0005442479,0.00027055366,0.00036974804],"domain_scores_gemma":[0.99887663,0.0001329682,0.00015518421,0.000741324,0.000016666998,0.00007723481],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018482235,0.00027900332,0.00032109997,0.0000420933,0.00015556379,0.00011189235,0.0004235232,0.00023343731,0.000058647245],"category_scores_gemma":[0.00013563164,0.00025794614,0.0001579568,0.00023860967,0.000053922533,0.00015134775,0.0005113239,0.00016970013,0.000022272889],"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":[0.000007841361,0.000058891295,0.0005453402,0.0001752772,0.00002249994,0.000012402083,0.000016808479,0.00005718272,0.00002723152,0.000001862003,0.99880624,0.00026843668],"study_design_scores_gemma":[0.00018185357,0.000044227323,0.0011647593,0.00007651956,0.00006737627,0.000011857131,0.00004750337,0.0005791433,0.0000049696605,0.000044137756,0.99745995,0.00031769322],"about_ca_topic_score_codex":0.0008568677,"about_ca_topic_score_gemma":0.011389076,"teacher_disagreement_score":0.010532208,"about_ca_system_score_codex":0.00018633659,"about_ca_system_score_gemma":0.00006167433,"threshold_uncertainty_score":0.9999873},"labels":[],"label_agreement":null},{"id":"W6948722992","doi":"10.5281/zenodo.10015184","title":"Analysis plan: Layered analysis of fMRI data acquired during attention to heartbeats","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Toronto","funders":"","keywords":"Set (abstract data type); Data set; Pattern recognition (psychology); Functional magnetic resonance imaging; Signal processing; Plan (archaeology)","score_opus":0.04448751190491454,"score_gpt":0.25689154615935417,"score_spread":0.21240403425443963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6948722992","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":[0.987139,0.0000031019608,0.0028196045,0.00028459067,0.000033732875,0.00025352315,0.0011311418,0.00038550652,0.007949787],"genre_scores_gemma":[0.9904797,0.000014085725,0.00009420691,0.000016515914,0.000018752027,3.7864627e-8,0.008160469,0.00025580768,0.00096043525],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99815947,0.00018119875,0.00030848605,0.0005414051,0.00048737435,0.0003220789],"domain_scores_gemma":[0.9986469,0.00001988085,0.00010579753,0.0010005026,0.000057100202,0.00016981947],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007705485,0.000109258,0.00024850585,0.0007457473,0.0007542194,0.00021140889,0.0011522888,0.000040318268,0.013793478],"category_scores_gemma":[0.00020615726,0.00011651011,0.00010048118,0.007013574,0.00005327892,0.0002669108,0.004035504,0.000060939667,0.009134278],"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":[0.0006764753,0.00073481747,0.075389326,0.00032018306,0.009638067,0.00013583657,0.0061855256,0.47633523,0.20201944,0.0002448158,0.1585616,0.069758676],"study_design_scores_gemma":[0.00034342508,0.0000905718,0.7291143,0.000014835053,0.0007676632,0.000009173571,0.0004344741,0.19446397,0.00015456074,0.000009902487,0.07434002,0.0002571065],"about_ca_topic_score_codex":0.000200326,"about_ca_topic_score_gemma":0.00009397297,"teacher_disagreement_score":0.65372497,"about_ca_system_score_codex":0.00014044566,"about_ca_system_score_gemma":8.132625e-7,"threshold_uncertainty_score":0.99163723},"labels":[],"label_agreement":null},{"id":"W6949687918","doi":"10.5281/zenodo.3773557","title":"FIGURE 24 in Rhamphomyia Meigen of the Canadian Arctic Archipelago, Greenland and Iceland (Diptera: Empididae)","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Canadian Food Inspection Agency","funders":"","keywords":"Arctic; The arctic; Distribution (mathematics); Population; Spring (device)","score_opus":0.01163411525740664,"score_gpt":0.18981427016623326,"score_spread":0.1781801549088266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949687918","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026506826,0.00009522908,0.000023371476,0.00026849998,0.00015701966,0.0008297675,0.0004707674,0.000080274265,0.9715682],"genre_scores_gemma":[0.8495074,0.00007475162,0.000041876872,0.00006405142,0.00005472741,6.148536e-8,0.00044689392,0.002052988,0.14775725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985406,0.00022509482,0.00020687435,0.00037524413,0.00032062927,0.00033156987],"domain_scores_gemma":[0.99918365,0.000015547737,0.0001378244,0.00047546488,0.000023510593,0.0001639868],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003517382,0.00017235431,0.00020374125,0.00019539197,0.00040742225,0.00017359167,0.00080552744,0.000136663,0.023012698],"category_scores_gemma":[0.000105679064,0.0001433758,0.000039325063,0.00033593673,0.00017780041,0.000057423556,0.0011624148,0.00030730575,0.0042489185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007053967,0.00013671126,0.020631164,0.0010068965,0.00012059104,0.000056648132,0.0040318794,0.00026995616,0.00053101924,0.000503816,0.9074814,0.06515938],"study_design_scores_gemma":[0.00034000128,0.000048134985,0.033773467,0.0001891775,0.000011420929,0.00003775996,0.00006945942,0.00038867726,0.0000037542627,0.000065209126,0.9649014,0.00017153622],"about_ca_topic_score_codex":0.085577294,"about_ca_topic_score_gemma":0.15044557,"teacher_disagreement_score":0.823811,"about_ca_system_score_codex":0.00032695656,"about_ca_system_score_gemma":0.000008579085,"threshold_uncertainty_score":0.99652636},"labels":[],"label_agreement":null},{"id":"W6950133500","doi":"10.5281/zenodo.4253320","title":"Streaming vF~ Scoppa et moi (2020) streaming vf et vostfr en Ligne Complet iok","year":2020,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Filter (signal processing); Nucleofection; Fusible alloy","score_opus":0.022440790470328008,"score_gpt":0.23732015523623332,"score_spread":0.2148793647659053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950133500","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":[0.44272205,0.0012422657,0.029013181,0.061310258,0.0011687552,0.0031926222,0.0071263397,0.002657663,0.45156687],"genre_scores_gemma":[0.98935944,0.00066812825,0.0011738483,0.001063824,0.0003186772,9.965496e-8,0.0024369778,0.0018116215,0.0031673866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955002,0.0012083076,0.00058910914,0.0009877961,0.0008208757,0.00089371036],"domain_scores_gemma":[0.9982073,0.000121897894,0.00024975534,0.00061050185,0.00013192245,0.0006786737],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012063301,0.00040238924,0.00038138242,0.000112050104,0.0016944786,0.0013458277,0.0015457084,0.0001643454,0.05316248],"category_scores_gemma":[0.0008564348,0.00047081054,0.00012056096,0.00097071385,0.00030323555,0.000841086,0.005027098,0.0007268257,0.047041874],"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":[0.00030754838,0.0010248865,0.001069221,0.0013198353,0.00030366165,0.00058468984,0.024456292,0.016855564,0.049350914,0.011628517,0.437787,0.45531186],"study_design_scores_gemma":[0.0007573921,0.00063613703,0.0048310943,0.00024102432,0.000050551098,0.00023042486,0.0019274843,0.053816162,0.00027257917,0.00011951795,0.93654805,0.0005695593],"about_ca_topic_score_codex":0.0006862922,"about_ca_topic_score_gemma":0.0000865249,"teacher_disagreement_score":0.5466374,"about_ca_system_score_codex":0.0006579863,"about_ca_system_score_gemma":0.000011940457,"threshold_uncertainty_score":0.99977434},"labels":[],"label_agreement":null},{"id":"W6957847404","doi":"10.60692/rn1h7-6x177","title":"A rheological and microstructural study of two-step yielding in mud samples from a port area","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of British Columbia","funders":"","keywords":"Rheology; Shearing (physics); Settling; Shear thinning; Organic matter; Flocculation; Rheometry; Particle (ecology)","score_opus":0.026491551741825714,"score_gpt":0.20478110908223468,"score_spread":0.17828955734040897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957847404","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":[0.99738073,0.0000016334309,0.0013590867,0.000005263367,0.00009754815,0.00025919455,0.00008713032,0.000027207056,0.0007822131],"genre_scores_gemma":[0.9994009,7.373792e-8,0.00051306206,0.000018312585,0.000008228706,0.000014423558,0.000022725853,0.0000036361498,0.000018595487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888027,0.00005950521,0.00053926173,0.00016407883,0.00020044163,0.0001564357],"domain_scores_gemma":[0.99952835,0.000016012902,0.00018490865,0.00020460131,0.000014899541,0.000051242125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017713018,0.0001183337,0.00024490542,0.00005454309,0.000050496965,0.000062209656,0.00009387277,0.00005455799,0.0001327737],"category_scores_gemma":[0.000018981376,0.00009465385,0.00002737624,0.00016918001,0.000025188898,0.0003303883,0.00028014067,0.000066901724,0.000042883195],"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":[0.000020494028,0.000003918548,0.9709357,0.000032401833,0.00000915454,0.000012216215,0.028193107,0.0005101133,0.000046466597,0.0000101286,0.0000027848425,0.0002235358],"study_design_scores_gemma":[0.0011138722,0.000041053343,0.9285968,0.00006675215,0.0000111158915,0.00006816618,0.05453875,0.015317023,0.000118488344,0.000003866622,0.000005617019,0.000118501914],"about_ca_topic_score_codex":0.0012207676,"about_ca_topic_score_gemma":0.0004668336,"teacher_disagreement_score":0.042338885,"about_ca_system_score_codex":0.00010374298,"about_ca_system_score_gemma":0.0000070851797,"threshold_uncertainty_score":0.3859872},"labels":[],"label_agreement":null},{"id":"W6958047967","doi":"10.6084/m9.figshare.19589049","title":"Additional file 1 of Operational definition of complementary, alternative, and integrative medicine derived from a systematic search","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Ottawa; McMaster University; Ottawa Hospital","funders":"","keywords":"Integrative medicine; MEDLINE; File format; Context (archaeology); Key (lock)","score_opus":0.038566428572215754,"score_gpt":0.2692378132603179,"score_spread":0.23067138468810217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958047967","genre_codex":"dataset","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":[0.3199606,0.000006226785,0.00012740109,0.000097704054,0.0000265699,0.00066351023,0.6623043,5.65434e-7,0.016813138],"genre_scores_gemma":[0.8749161,0.0000013249752,0.016366549,0.000030568935,0.000012805173,0.00033667087,0.107974865,0.000006616589,0.00035452022],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989573,0.00015816468,0.00028789803,0.00017378882,0.0003527018,0.00007019553],"domain_scores_gemma":[0.998839,0.0008621901,0.00015212085,0.00009590568,0.000017138773,0.000033627115],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017637161,0.00007191894,0.00022036658,0.00002930222,0.00010538272,0.000010761086,0.0002373667,0.000009195238,0.9616325],"category_scores_gemma":[0.00008879517,0.000057076355,0.000017807202,0.00009856594,0.00011889616,0.00011940529,0.0007391831,0.0000614992,0.00007338762],"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":[0.0005114183,0.00096878485,0.00676574,0.0008422892,0.0005791889,0.0000317592,0.029938407,0.0027676662,0.016389381,0.0006120859,0.9340709,0.0065224157],"study_design_scores_gemma":[0.013309224,0.006858417,0.14122935,0.020321902,0.0005229671,0.00034220517,0.2104545,0.50813913,0.005602056,0.015900064,0.07499594,0.002324239],"about_ca_topic_score_codex":0.0025904253,"about_ca_topic_score_gemma":0.0025785915,"teacher_disagreement_score":0.9615591,"about_ca_system_score_codex":0.00009678789,"about_ca_system_score_gemma":0.000021466758,"threshold_uncertainty_score":0.39159656},"labels":[],"label_agreement":null},{"id":"W6958334725","doi":"10.6084/m9.figshare.22359854","title":"Deformation of <i>Spartina patens</i> and <i>Spartina alterniflora</i> stems under irregular wave action","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Deformation (meteorology); Marsh; Bending; Flexibility (engineering); Vegetation (pathology); Salt marsh","score_opus":0.054382524483551076,"score_gpt":0.2373204874292771,"score_spread":0.18293796294572603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958334725","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":[0.9830622,0.000021695867,0.000018286943,0.00013183021,0.000111395355,0.0003597958,0.0133508565,0.00016160196,0.0027823101],"genre_scores_gemma":[0.9875851,0.00000683435,0.000016437642,0.000042972533,0.000031228374,0.000053484182,0.011805176,0.000016282665,0.0004424531],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99905175,0.000021958736,0.00023817479,0.00020270435,0.00024771065,0.00023769675],"domain_scores_gemma":[0.99952406,0.000032979497,0.0001559642,0.00019287172,0.000014079602,0.00008004332],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009894885,0.00011741307,0.00013527805,0.000036378126,0.000080327954,0.000030815594,0.00008377794,0.00006642059,0.010236494],"category_scores_gemma":[0.00003712012,0.00010762141,0.00003920091,0.00027317347,0.00001231573,0.00032534107,0.00024907404,0.0000695452,0.0030078418],"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":[0.00013178273,0.00020131259,0.045985848,0.0022762667,0.00008563084,0.00007201654,0.0024247363,0.03779636,0.03785868,0.000057792004,0.82645494,0.04665464],"study_design_scores_gemma":[0.0013150326,0.000288171,0.4962348,0.0014566617,0.000046241472,0.00013439916,0.001460347,0.378084,0.025417136,0.0009134706,0.093643606,0.0010061405],"about_ca_topic_score_codex":0.000081521146,"about_ca_topic_score_gemma":0.00043088986,"teacher_disagreement_score":0.73281133,"about_ca_system_score_codex":0.00006471296,"about_ca_system_score_gemma":0.0000054771845,"threshold_uncertainty_score":0.9977684},"labels":[],"label_agreement":null},{"id":"W6958571632","doi":"10.6084/m9.figshare.c.6578999.v1","title":"Evaluating fatigue in patients recovering from COVID-19: validation of the fatigue severity scale and single item screening questions","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Provincial Health Services Authority; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Ceiling effect; Construct validity; Depression (economics); Quality of life (healthcare); Psychometrics; Severity of illness; Scale (ratio)","score_opus":0.07337141282791433,"score_gpt":0.3064274920523197,"score_spread":0.2330560792244054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958571632","genre_codex":"dataset","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":[0.14747335,0.0004759591,0.0003700058,0.00014504493,0.0006753755,0.0033611415,0.73453677,0.00036551498,0.11259683],"genre_scores_gemma":[0.7865326,0.000012343002,0.006424939,0.00025415377,0.00028817146,0.0004915447,0.15255149,0.0009114003,0.05253338],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99876386,0.00011208441,0.00026258948,0.00037825987,0.000330868,0.00015235411],"domain_scores_gemma":[0.99927014,0.00011421508,0.00025354908,0.00027782252,0.0000074833633,0.00007679986],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010675874,0.00017621559,0.00019377978,0.00006249934,0.00005565051,0.000053111726,0.00020218284,0.00016161829,0.052890338],"category_scores_gemma":[0.0010598683,0.00015380542,0.000050394774,0.00022983058,0.000014777358,0.00009633522,0.0005931258,0.00018384421,0.00017259465],"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":[0.0000280194,0.00020269152,0.39201295,0.0026581371,0.00007919597,0.0000061186656,0.0020029382,0.021315876,0.00020724605,0.0000012168963,0.54705846,0.034427144],"study_design_scores_gemma":[0.0026853508,0.0003025491,0.4880488,0.078751445,0.00022358302,0.000007298899,0.00045500507,0.17339468,0.0004930942,0.0007630654,0.2522797,0.0025954372],"about_ca_topic_score_codex":0.0051168916,"about_ca_topic_score_gemma":0.015240927,"teacher_disagreement_score":0.63905925,"about_ca_system_score_codex":0.0002778502,"about_ca_system_score_gemma":0.000021674492,"threshold_uncertainty_score":0.94797546},"labels":[],"label_agreement":null},{"id":"W6959442073","doi":"10.1021/es1031745.s001","title":"Physical and Ecological Controls on Freshwater Floc\\nTrace Metal Dynamics","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Sediment; Metal; Amorphous solid; Flocculation; Extracellular polymeric substance","score_opus":0.009779293452030114,"score_gpt":0.20640375462458602,"score_spread":0.19662446117255591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6959442073","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":[0.8800753,0.0000044078033,0.0000110351,0.00044798796,0.000046854104,0.0002818364,0.11228284,0.00007745116,0.006772325],"genre_scores_gemma":[0.99610907,6.885991e-7,0.000032559077,0.00012151196,0.000060626702,0.00006575215,0.002486193,0.000013593508,0.0011099934],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9990803,0.000036878428,0.00010936101,0.00030823515,0.00018478713,0.0002804206],"domain_scores_gemma":[0.9994345,0.00021462001,0.00004316883,0.00018195018,0.0000050605972,0.000120741905],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000040143346,0.000144441,0.0001683919,0.000012870591,0.00007817172,0.0000320654,0.00015673751,0.00007294487,0.11376047],"category_scores_gemma":[0.00019940398,0.000082473285,0.000057689238,0.00004617996,0.000022315979,0.00013467495,0.0002846617,0.00008090983,0.010083303],"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":[0.00062473427,0.0022442609,0.064920306,0.00026526934,0.00025809114,0.00071859127,0.0006593757,0.0013230854,0.032217264,0.0017846145,0.6621354,0.232849],"study_design_scores_gemma":[0.004831426,0.0021623138,0.4133344,0.0010850148,0.000070886104,0.00015472861,0.00008127494,0.35167852,0.002311098,0.0031210848,0.21915546,0.0020138014],"about_ca_topic_score_codex":0.000010318277,"about_ca_topic_score_gemma":0.0025610814,"teacher_disagreement_score":0.44297993,"about_ca_system_score_codex":0.00014539811,"about_ca_system_score_gemma":0.0000034251661,"threshold_uncertainty_score":0.9906875},"labels":[],"label_agreement":null},{"id":"W6963474299","doi":"10.20381/ruor-28703","title":"Nature-Based Solutions for Coastal Protection: A Multi-Scale Investigation of Wave-Vegetation Interactions","year":2023,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Salt marsh; Marsh; Vegetation (pathology); Context (archaeology); Coastal erosion; Ecosystem; Coastal management","score_opus":0.08484785341569531,"score_gpt":0.29511445943163067,"score_spread":0.21026660601593536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963474299","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":[0.94104856,0.0000015262586,0.054066002,0.0015710222,0.00010731008,0.00095019053,0.00013805383,0.00006436873,0.0020529805],"genre_scores_gemma":[0.992836,0.0000024544333,0.004857161,0.0000037917698,0.000011038842,0.000007750269,0.000094168994,0.00000769843,0.0021799672],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989011,0.00011677975,0.00011598652,0.0002080014,0.00039390483,0.00026418455],"domain_scores_gemma":[0.99937576,0.0001554548,0.000091190705,0.00017431115,0.00011757237,0.00008572002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083061674,0.000061304476,0.00010452236,0.00028622826,0.00046021634,0.000009908231,0.00016822833,0.00008452872,0.00012933694],"category_scores_gemma":[0.00011160016,0.00007481734,0.00008056406,0.00097063626,0.00029867876,0.00028592243,0.00020842714,0.00023179298,0.0000856292],"study_design_candidate":"simulation_or_modeling","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":[0.00017540125,0.00072605367,0.21499576,0.0014354647,0.00013758914,0.000023042294,0.005399922,0.048046492,0.6921775,0.0042439834,0.014889262,0.01774959],"study_design_scores_gemma":[0.0006356704,0.00016132757,0.22602062,0.00005457335,0.000010517735,0.000001908685,0.0014157072,0.7652965,0.0026159447,0.0004312758,0.0032673734,0.00008853969],"about_ca_topic_score_codex":0.0007478156,"about_ca_topic_score_gemma":0.051520403,"teacher_disagreement_score":0.71725005,"about_ca_system_score_codex":0.00017162437,"about_ca_system_score_gemma":0.00005120772,"threshold_uncertainty_score":0.9657869},"labels":[],"label_agreement":null},{"id":"W6963895392","doi":"10.25316/ir-13280","title":"The Nanaimo Free Press [Tuesday, October 7, 1890]","year":2019,"lang":"en","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.004014553119932276,"score_gpt":0.1587076680114814,"score_spread":0.15469311489154913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963895392","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":[0.00007604486,0.00018115896,0.00015967924,0.00042138138,0.0016999271,0.0006239076,0.00047788216,0.00033427094,0.99602574],"genre_scores_gemma":[0.0006086381,0.00078647037,0.00020669737,0.00007740576,0.0001589988,0.0000014784838,0.000012201594,0.00029553976,0.99785256],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800354,0.0001262155,0.00015804623,0.0006570356,0.00047991256,0.00057522795],"domain_scores_gemma":[0.9980149,0.00011395293,0.0002746724,0.0014080424,0.0000044277463,0.00018398237],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000061489,0.00045351626,0.00038619482,0.00009427197,0.00028046235,0.00012553568,0.0017102442,0.00038852534,0.0045442134],"category_scores_gemma":[0.0000119354645,0.00035195544,0.0001963475,0.00030159473,0.00021089627,0.0005297673,0.0022633397,0.00037520047,0.0015921431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048253387,0.00003223882,0.000766967,0.00004007713,0.000074307514,0.000054269458,0.00008424749,0.000089624744,0.0000014363096,0.00024899232,0.9981778,0.0003817574],"study_design_scores_gemma":[0.0007403471,0.00004352872,0.00017207426,0.000086757325,0.000057545905,0.0000021504522,0.00019878044,0.00041218247,0.0000061172377,0.00008151779,0.9976942,0.0005047889],"about_ca_topic_score_codex":0.005706594,"about_ca_topic_score_gemma":0.8199229,"teacher_disagreement_score":0.8142163,"about_ca_system_score_codex":0.00016139625,"about_ca_system_score_gemma":0.000047858957,"threshold_uncertainty_score":0.99989325},"labels":[],"label_agreement":null},{"id":"W6963912364","doi":"10.25316/ir-12903","title":"The Nanaimo Free Press [Tuesday, May 14, 1889]","year":2019,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.0054587907296754805,"score_gpt":0.17589740862145115,"score_spread":0.17043861789177567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963912364","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":[0.0000108777995,0.0001434008,0.0004279069,0.00019998108,0.0024169837,0.0006140246,0.00032310994,0.00018739326,0.99567634],"genre_scores_gemma":[0.00082811614,0.00063916575,0.00009863263,0.000034987595,0.00014453426,0.00000176801,0.0000017291329,0.00023298449,0.9980181],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979394,0.00011754277,0.00014359794,0.00066562655,0.00053608615,0.000597741],"domain_scores_gemma":[0.9980279,0.000104521096,0.0002930548,0.0014026036,0.000012685207,0.00015919503],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013995613,0.00044680864,0.00038586507,0.00013753722,0.00027979215,0.00008172944,0.0014970838,0.00038357795,0.0015854482],"category_scores_gemma":[0.00002510331,0.00035248903,0.00018382623,0.0003573398,0.00022224468,0.00015736531,0.0014329809,0.00037330348,0.0016684575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003681311,0.000029035156,0.00007605764,0.00003999299,0.00007526701,0.000065485,0.00007233101,0.0002042306,0.000003592755,0.00033155145,0.99839747,0.00066816795],"study_design_scores_gemma":[0.0008104463,0.000049741564,0.000023231449,0.00009114174,0.00007835932,0.000003637965,0.00025661307,0.00039581076,0.0000033640194,0.00003914816,0.9977597,0.00048879307],"about_ca_topic_score_codex":0.0067380997,"about_ca_topic_score_gemma":0.15487583,"teacher_disagreement_score":0.14813773,"about_ca_system_score_codex":0.00041540273,"about_ca_system_score_gemma":0.00004148622,"threshold_uncertainty_score":0.9998927},"labels":[],"label_agreement":null},{"id":"W6964003964","doi":"10.25446/oxford.25002731","title":"1778: Sgt George R Radford (photographs; letters; certificates)","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"George (robot); German; Infantry; Fell; Spanish Civil War; Charge (physics); World War II","score_opus":0.01988734369222768,"score_gpt":0.2537884495138539,"score_spread":0.2339011058216262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964003964","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":[0.0032492622,0.0001268209,0.00006342053,0.0003315507,0.0007443592,0.00092737796,0.00034148485,0.000020725769,0.994195],"genre_scores_gemma":[0.006380895,0.0000358984,0.0016699659,0.00008663958,0.00013308201,0.000057003937,0.00015200108,0.00047991658,0.9910046],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980637,0.000037687583,0.00029113106,0.00087134197,0.00030711546,0.000429052],"domain_scores_gemma":[0.99894756,0.000014790169,0.00015155412,0.0007321098,0.0000015813351,0.0001523893],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023787706,0.0003676306,0.00037119846,0.00011770186,0.00004933786,0.00033732667,0.0011100963,0.00022374745,0.20916134],"category_scores_gemma":[0.000006511268,0.0003229,0.00013964079,0.00030834583,0.00011046729,0.00010209247,0.0013676314,0.00024784985,0.12007316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010634602,0.000047838825,0.0012573388,0.000042727548,0.00006621504,0.000096773845,0.00015317567,0.000007802171,0.0011652096,0.0000031455872,0.97061056,0.02653855],"study_design_scores_gemma":[0.00014810092,0.000018687275,0.00011315359,0.00017710621,0.000058108657,0.000020631443,0.000042130305,0.00023691637,0.00008360638,0.000039445866,0.9986253,0.00043683194],"about_ca_topic_score_codex":0.0050755325,"about_ca_topic_score_gemma":0.020880718,"teacher_disagreement_score":0.08908818,"about_ca_system_score_codex":0.00012550651,"about_ca_system_score_gemma":0.000009834163,"threshold_uncertainty_score":0.99992234},"labels":[],"label_agreement":null},{"id":"W6964034556","doi":"10.25446/oxford.21489381","title":"(501283) Beatrice Augusta Alberta Timpson","year":2022,"lang":"en","type":"other","venue":"University of Oxford","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Economic and Social Research Council","keywords":"Mores; Census; Social research; Research council; George (robot)","score_opus":0.0032000802643995414,"score_gpt":0.1528582700272496,"score_spread":0.14965818976285006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964034556","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":[0.0024223546,0.000022157288,0.00012826147,0.00006916218,0.00012701785,0.0001903129,0.00014447875,0.00005282263,0.99684346],"genre_scores_gemma":[0.0031916643,0.000105913634,0.0004555876,0.000016624905,0.000019498664,1.0791003e-7,0.00010926196,0.000089818226,0.9960115],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916106,0.000030477975,0.00007866277,0.0002821527,0.00025438372,0.00019325851],"domain_scores_gemma":[0.99937034,0.000025731391,0.00017373606,0.00035064164,0.0000020162645,0.00007756377],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058705627,0.00014890815,0.00021860102,0.000098822784,0.000077751414,0.0000044590433,0.0005225134,0.000124421,0.23879513],"category_scores_gemma":[0.000006393394,0.00018245891,0.00010130617,0.0002056199,0.000072847164,0.000050543484,0.0009023406,0.00014057936,0.00058802834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022308233,0.000053036547,0.021266796,0.00005245654,0.000039548813,0.000024231635,0.00019226188,0.00014078982,0.0000058303585,0.00006611698,0.9762066,0.0019300404],"study_design_scores_gemma":[0.00023382611,0.000044962442,0.0012272804,0.000013504765,0.00004414393,0.0000044711214,0.0002781753,0.00033551952,3.3796266e-7,0.00001156138,0.99761784,0.00018839081],"about_ca_topic_score_codex":0.03573138,"about_ca_topic_score_gemma":0.05758384,"teacher_disagreement_score":0.2382071,"about_ca_system_score_codex":0.00029377002,"about_ca_system_score_gemma":0.000014582802,"threshold_uncertainty_score":0.9706898},"labels":[],"label_agreement":null},{"id":"W6964079685","doi":"10.25316/ir-10466","title":"Nanaimo Free Press [Friday, April 22, 1898]","year":2019,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.0056106266247179975,"score_gpt":0.17223841350899066,"score_spread":0.16662778688427266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964079685","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":[0.00001630153,0.000068091176,0.0020588532,0.000052265277,0.0017485005,0.0006037017,0.0005148949,0.00027138166,0.994666],"genre_scores_gemma":[0.0017219243,0.00024011987,0.0002773061,0.000039718416,0.00016433804,0.0000014295993,0.0000019857898,0.00030271595,0.99725044],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776995,0.00008665049,0.0001537351,0.00085042935,0.00054167595,0.0005975777],"domain_scores_gemma":[0.99811155,0.000047537153,0.00030443558,0.0013122642,0.000011710951,0.00021248726],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008048072,0.00052698347,0.0005381017,0.0002714286,0.000118252516,0.000050371902,0.0012122268,0.0004959167,0.005604368],"category_scores_gemma":[0.000017621238,0.00053630193,0.00020458619,0.00042489416,0.00014120634,0.00021360944,0.0014623902,0.00035936246,0.002446099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038384293,0.000059335962,0.000028927416,0.00009083184,0.00007799073,0.000097925105,0.00007873836,0.0004378503,0.000014340599,0.00020111601,0.99845713,0.0004174158],"study_design_scores_gemma":[0.0012639854,0.000062893574,0.000015508087,0.0001377683,0.00010224815,0.0000035674143,0.00021754613,0.00045937963,0.000010032057,0.000038904538,0.99700403,0.0006841083],"about_ca_topic_score_codex":0.008252057,"about_ca_topic_score_gemma":0.078643076,"teacher_disagreement_score":0.07039102,"about_ca_system_score_codex":0.000506186,"about_ca_system_score_gemma":0.000045303448,"threshold_uncertainty_score":0.99970883},"labels":[],"label_agreement":null},{"id":"W6964327135","doi":"10.25318/2010008001-fra","title":"Ventes mensuelles des marchandises vendues au détail","year":2023,"lang":"fr","type":"dataset","venue":"Statistics Canada Dissemination","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Field (mathematics); Context (archaeology); Relation (database)","score_opus":0.008527706035245865,"score_gpt":0.2419225573626744,"score_spread":0.23339485132742854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964327135","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071896096,0.00020585663,0.0015431652,0.0001516614,0.0020640276,0.00040692778,0.9882865,0.00003187141,0.00012039148],"genre_scores_gemma":[0.008561226,0.0009949004,0.00089676655,0.000020860603,0.00017298895,0.00007181589,0.98244673,0.00007913348,0.0067555686],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966762,0.00015281391,0.0006288782,0.0006406564,0.0010678177,0.00083361496],"domain_scores_gemma":[0.9977175,0.0009993508,0.00038638996,0.00046789684,0.00006737907,0.00036145526],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034779464,0.00050960906,0.0004429033,0.00011570063,0.0006606194,0.00013051422,0.00051656173,0.0001903022,0.0010628958],"category_scores_gemma":[0.0007413422,0.00056918984,0.000052647774,0.00044085344,0.00039811936,0.0001447891,0.00045235566,0.00028925185,0.00186133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019824298,0.000070335234,0.0031211472,0.00092911755,0.00006273393,0.00026953165,0.0002184217,0.00037339577,0.000057884456,0.00032707726,0.9761436,0.018406913],"study_design_scores_gemma":[0.00039560054,0.0002645847,0.28533006,0.0019324003,0.00046715848,0.000051560906,0.0031982404,0.009671574,0.00012903781,0.003177227,0.6936993,0.0016832555],"about_ca_topic_score_codex":0.8624395,"about_ca_topic_score_gemma":0.99796695,"teacher_disagreement_score":0.28244433,"about_ca_system_score_codex":0.0039819167,"about_ca_system_score_gemma":0.00042973226,"threshold_uncertainty_score":0.9998503},"labels":[],"label_agreement":null},{"id":"W6964844996","doi":"10.3205/21dgnc354","title":"Cognitive deficits in patients with brain tumours – bridging the diagnostic gap? Montreal Cognitive Assessment (MoCA) test as a brief screening tool for cognitive deficits","year":2021,"lang":"en","type":"article","venue":"German Medical Science (German Research Foundation)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Neurocognitive; Cognition; Montreal Cognitive Assessment; Affect (linguistics); Bridging (networking); Cognitive impairment; Test (biology); Cognitive Assessment System","score_opus":0.025929836026692417,"score_gpt":0.3499352848225233,"score_spread":0.3240054487958309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964844996","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":[0.9784509,0.000012354007,0.011444347,0.002418421,0.00009956922,0.0024320066,0.00013707092,0.000046153244,0.0049591917],"genre_scores_gemma":[0.9973888,0.000014150681,0.00016838292,0.0009537458,0.00009773918,0.00054127333,0.0004981998,0.00003989256,0.0002978353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99047756,0.0006608326,0.00062158593,0.0013009892,0.0052341204,0.0017049242],"domain_scores_gemma":[0.9835159,0.014437034,0.00021789463,0.0003241614,0.0008285507,0.00067646254],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0063597867,0.000351624,0.00038068218,0.00027222725,0.0018615542,0.00066841644,0.0008022911,0.00012299792,0.0011510309],"category_scores_gemma":[0.028587557,0.0002732777,0.00008615325,0.0027965663,0.0027227497,0.001206004,0.0011681201,0.0009601033,0.00048059304],"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":[0.00027693668,0.0009227548,0.81230295,0.000058498208,0.000035063345,0.00032932387,0.001522411,0.000072730574,0.000069437345,0.0004061291,0.00027980818,0.18372397],"study_design_scores_gemma":[0.0033416874,0.00056363986,0.96963596,0.00093897944,0.00003726388,0.0000543382,0.0013409472,0.022960404,0.000098794466,0.0005113608,0.000104034436,0.0004125834],"about_ca_topic_score_codex":0.0010658876,"about_ca_topic_score_gemma":0.009676868,"teacher_disagreement_score":0.18331139,"about_ca_system_score_codex":0.0007356204,"about_ca_system_score_gemma":0.0012459953,"threshold_uncertainty_score":0.9999913},"labels":[],"label_agreement":null},{"id":"W6965185916","doi":"10.34943/a3c701a3-171d-43e2-965c-264f736f43d8","title":"Endeavour North Current Meter Deployed 2011-09-13","year":2011,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Current meter; Current (fluid); Acoustic Doppler current profiler; Metre; Measure (data warehouse); Tilt (camera); Mooring; Tilt sensor; Pressure sensor; Instrumentation (computer programming)","score_opus":0.007403235197888733,"score_gpt":0.17624370447421903,"score_spread":0.16884046927633029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6965185916","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022569941,0.00045376338,0.00023931492,0.000041063402,0.0031088332,0.0005285685,0.99319726,0.000066637964,0.00010753339],"genre_scores_gemma":[0.0045453873,0.001566505,0.00010355094,0.00057232525,0.00062279566,0.000020433095,0.991856,0.00009599932,0.00061703735],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963952,0.00010116908,0.0005955269,0.000929282,0.00087665056,0.0011022299],"domain_scores_gemma":[0.99781674,0.00008219146,0.00041955896,0.0011167221,0.000019777208,0.00054503017],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002706695,0.0007122129,0.00061886624,0.000017947283,0.0003292677,0.00006847147,0.001143536,0.0003820678,0.0019287535],"category_scores_gemma":[0.0000097397115,0.0006669902,0.0004087011,0.00023466618,0.00013567344,0.00013722482,0.00093031686,0.0011767981,0.000085762375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007741698,0.000047599704,0.007719775,0.00007759714,0.00010487354,0.000025795945,0.000025623393,0.003014818,4.3049074e-8,2.971656e-7,0.987715,0.0012608317],"study_design_scores_gemma":[0.0002282199,0.000026705113,0.004381836,0.00004551075,0.00015739247,0.000013817037,0.000024285799,0.00700453,1.5947771e-7,0.0000066973826,0.98735046,0.0007604064],"about_ca_topic_score_codex":0.7716334,"about_ca_topic_score_gemma":0.9912707,"teacher_disagreement_score":0.21963738,"about_ca_system_score_codex":0.0014677156,"about_ca_system_score_gemma":0.0002993717,"threshold_uncertainty_score":0.9995781},"labels":[],"label_agreement":null},{"id":"W6965296297","doi":"10.3334/ornldaac/2369","title":"ABoVE: Soil Moisture and Active Layer Thickness in Alaska, USA and Canada, 2005-2024","year":2025,"lang":"en","type":"other","venue":"Oak Ridge National Laboratory Distributed Active Archive Center for Biogeochemical Dynamics","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Water content; Active layer; Ground-penetrating radar; Moisture; Radar; Synthetic aperture radar; Data logger","score_opus":0.003447370063658122,"score_gpt":0.20867754283750997,"score_spread":0.20523017277385186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6965296297","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017196491,0.000056309287,0.00019115473,0.000558836,0.00028316292,0.00072965224,0.9572104,0.00002942422,0.02374454],"genre_scores_gemma":[0.029428035,0.00040992358,0.00093056355,0.0012537353,0.00033350833,0.00038420013,0.9544495,0.00038120034,0.012429351],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762094,0.000074004136,0.00035767205,0.00088836177,0.0005155913,0.00054341025],"domain_scores_gemma":[0.99891293,0.00029056848,0.0002538416,0.00020591766,0.00009228736,0.0002444638],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013556983,0.0005216827,0.0004981987,0.00016791011,0.0001079715,0.000052931002,0.00029444275,0.00040114197,0.0003091249],"category_scores_gemma":[0.00019367681,0.00053189276,0.00007513835,0.00030256473,0.0002980407,0.000120487624,0.0005200724,0.00056586973,0.000010457801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004167137,0.00036817498,0.122301176,0.00040779798,0.00028473727,0.000027089327,0.00004442025,0.000118005875,0.00072129205,0.002227573,0.8720742,0.001008855],"study_design_scores_gemma":[0.0017518478,0.000033026434,0.07718161,0.00035385124,0.000083876526,0.000010932493,0.00014420947,0.008257753,0.000277882,0.0021433835,0.90884584,0.0009157571],"about_ca_topic_score_codex":0.10774952,"about_ca_topic_score_gemma":0.905258,"teacher_disagreement_score":0.7975085,"about_ca_system_score_codex":0.0017811501,"about_ca_system_score_gemma":0.000515689,"threshold_uncertainty_score":0.99971324},"labels":[],"label_agreement":null},{"id":"W6967852641","doi":"10.5281/zenodo.10602493","title":"R scripts for the submission by Wang and Petrone, \"An effective formulation for estimating wetland surface energy fluxes from weather data\"","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Waterloo","funders":"","keywords":"Scripting language; Workflow; Wetland; Upload; Energy (signal processing); Key (lock)","score_opus":0.016207532532328223,"score_gpt":0.2385048426384359,"score_spread":0.22229731010610768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967852641","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":[0.21104594,0.000160442,0.77911997,0.0006147087,0.00020738797,0.0016119101,0.0017037517,0.00028135936,0.005254558],"genre_scores_gemma":[0.9901285,0.000019880734,0.0036997146,0.00006720183,0.000060830564,4.960696e-7,0.0045544165,0.00033597182,0.0011329453],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886626,0.00012525807,0.00016969212,0.00042909614,0.00017262212,0.00023704402],"domain_scores_gemma":[0.99919856,0.00017851849,0.00007847871,0.00041499228,0.00005204966,0.00007740564],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00060669536,0.00011968561,0.00011349148,0.00003189558,0.0018380227,0.00043729699,0.0005995487,0.000048688187,0.0007021325],"category_scores_gemma":[0.00034204833,0.00009659157,0.00002270064,0.00016394506,0.000057284182,0.00041151006,0.0011424212,0.000074353986,0.00007529542],"study_design_candidate":"design_other","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":[0.00047708442,0.0001900985,0.00072046206,0.00014449155,0.000117779666,9.843485e-7,0.001251241,0.0050917924,0.07124767,0.0017107391,0.23124546,0.6878022],"study_design_scores_gemma":[0.0006072855,0.00012984272,0.0020479981,0.000032176085,0.000029339291,0.0000026709745,0.00018292689,0.5959797,0.0005011463,0.00058407086,0.39978594,0.0001169031],"about_ca_topic_score_codex":0.00046184723,"about_ca_topic_score_gemma":0.00004942974,"teacher_disagreement_score":0.7790826,"about_ca_system_score_codex":0.00013084376,"about_ca_system_score_gemma":0.0000014333137,"threshold_uncertainty_score":0.9994615},"labels":[],"label_agreement":null},{"id":"W6968148732","doi":"10.5281/zenodo.15330807","title":"Implementation Costs of Restoring Global Mangrove Forests","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Mangrove; Ecosystem services; Climate change; Convention on Biological Diversity; Biodiversity; United Nations Framework Convention on Climate Change; Convention; Global warming; Ecosystem","score_opus":0.013379757801565464,"score_gpt":0.26056823662098444,"score_spread":0.24718847881941897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968148732","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":[0.7045789,0.000019154098,0.011075742,0.00028265096,0.00015697393,0.0004912976,0.00020618002,0.00026093435,0.28292817],"genre_scores_gemma":[0.99898535,0.000009433329,0.00016450445,0.000028765262,0.00001637301,3.448273e-8,0.00027912503,0.00014660096,0.00036980034],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989782,0.000102442806,0.00021296965,0.00023611636,0.00025196886,0.0002183271],"domain_scores_gemma":[0.99951625,0.000011205829,0.00008191144,0.00027055465,0.000054529337,0.000065564556],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000355433,0.00007976178,0.00008989186,0.00005735165,0.00056717894,0.0001285729,0.00047939003,0.000031380525,0.0060160905],"category_scores_gemma":[0.00010335387,0.000086825385,0.00003179891,0.00050187035,0.000070463684,0.00017498794,0.001285545,0.000066979934,0.001565268],"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":[0.00016845774,0.0002179807,0.024669679,0.00016175958,0.000078646925,0.000014106392,0.0008026407,0.0013549231,0.008351827,0.02788733,0.18426634,0.7520263],"study_design_scores_gemma":[0.0011877425,0.00025418602,0.21948649,0.000090008194,0.00002974349,0.000041152085,0.0010187753,0.0032047606,0.0010285046,0.0015478334,0.7718391,0.0002717446],"about_ca_topic_score_codex":0.00039796458,"about_ca_topic_score_gemma":0.00014341301,"teacher_disagreement_score":0.7517546,"about_ca_system_score_codex":0.00063725904,"about_ca_system_score_gemma":0.0000016141651,"threshold_uncertainty_score":0.99921215},"labels":[],"label_agreement":null},{"id":"W6973880944","doi":"10.57757/iugg23-4557","title":"Tidal plume internal wave pumping, mixing and cross shelf exchange of sediment and biota in a shallow river plume","year":2023,"lang":"en","type":"article","venue":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Waterloo","funders":"","keywords":"Plume; Downwelling; Panache; Internal wave; Front (military); Sediment; Ridge; Shore; Submarine pipeline","score_opus":0.037694138158313455,"score_gpt":0.32379886638486444,"score_spread":0.286104728226551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6973880944","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":[0.99447525,0.000040799747,0.00023924086,0.00203032,0.00011305996,0.0008992495,0.001769378,0.000040895397,0.00039182158],"genre_scores_gemma":[0.9955843,0.00019182143,0.0005811492,0.00005087008,0.000041746072,0.0001146502,0.0007917559,0.000017748767,0.00262593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99672765,0.00013753255,0.0004220652,0.0008043756,0.0010295035,0.0008788889],"domain_scores_gemma":[0.9987028,0.0002681582,0.00014186151,0.00045467916,0.000098481934,0.00033398165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038490463,0.00016475658,0.00019671828,0.00049163704,0.00031391636,0.0002854481,0.000539398,0.00005969893,0.00046664392],"category_scores_gemma":[0.0005298187,0.00015358289,0.000039150047,0.0012902857,0.0007917452,0.0011452264,0.0019771846,0.00021143121,0.00007604387],"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":[0.0001480965,0.00033019375,0.9397293,0.0006248323,0.000022936876,0.000028851124,0.007091387,0.00005598935,0.006336306,0.0009961362,0.011982227,0.03265374],"study_design_scores_gemma":[0.0013079081,0.00010820978,0.6036286,0.00015244274,0.000006692166,0.000020355143,0.0007313856,0.3455508,0.00056394463,0.0005477137,0.04704757,0.00033440368],"about_ca_topic_score_codex":0.006388426,"about_ca_topic_score_gemma":0.0098093115,"teacher_disagreement_score":0.3454948,"about_ca_system_score_codex":0.0002504954,"about_ca_system_score_gemma":0.00005653116,"threshold_uncertainty_score":0.9657432},"labels":[],"label_agreement":null},{"id":"W6976213220","doi":"10.6068/dp14ba840cd4c9","title":"Trend 2000 - 2011. Statistics Canada. CANSIM: Seniors - Housing and Living Arrangements | Country: Canada | Table: Personnel engaged in research and development, by performing sector, occupational category and type of science | Variable: Support staff, Total sciences, Federal government | Units: #, 2000-2011. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 075-001-184.","year":2015,"lang":"en","type":"other","venue":"Data Planet","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Census; Official statistics; Economic statistics; Population; Government (linguistics); Summary statistics; Socioeconomic status; Population statistics","score_opus":0.048164226353984506,"score_gpt":0.26673306953906,"score_spread":0.2185688431850755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976213220","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012619647,0.00038499045,0.000003890368,7.3498023e-7,0.0002259255,0.00038538402,0.9958027,0.000010674439,0.0019237463],"genre_scores_gemma":[0.0034400923,0.00021825782,0.00033256147,0.000021531536,0.000028869441,0.0000058954924,0.99391484,0.000060493836,0.0019774796],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99511665,0.0002962759,0.0005476655,0.0010742168,0.002143325,0.00082184246],"domain_scores_gemma":[0.9980172,0.0005723242,0.0003166347,0.0006333013,0.00003238522,0.00042819156],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030813573,0.00038609703,0.00046244237,0.000097674594,0.0007695758,0.00023501471,0.0008246994,0.00014910172,0.004481507],"category_scores_gemma":[0.000118619326,0.00037632167,7.777746e-8,0.00030961842,0.00095160026,0.00048441414,0.0015281228,0.0006439806,0.000011822336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038784012,0.000047465674,0.0045065084,0.00022351617,0.000029889992,0.000049938095,0.00005956289,0.000032757478,0.000028906636,0.000007279654,0.994777,0.00019838214],"study_design_scores_gemma":[0.0003505983,0.00008354661,0.00031495932,0.000040636536,0.00002464747,0.00007785869,0.0025874702,0.009993856,9.364176e-8,4.719005e-8,0.986095,0.00043125654],"about_ca_topic_score_codex":0.9987647,"about_ca_topic_score_gemma":0.9984079,"teacher_disagreement_score":0.011745966,"about_ca_system_score_codex":0.0012496349,"about_ca_system_score_gemma":0.012995601,"threshold_uncertainty_score":0.99986887},"labels":[],"label_agreement":null},{"id":"W6976475553","doi":"10.60692/b465c-37b50","title":"A global map of mangrove forest soil carbon at 30 m spatial resolution","year":2018,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of British Columbia","funders":"","keywords":"Mangrove; Soil carbon; Blue carbon; Carbon cycle; Carbon fibers; Carbon sequestration; Climate change; Soil map; Total organic carbon","score_opus":0.009595413236336775,"score_gpt":0.17779750865526497,"score_spread":0.1682020954189282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976475553","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":[0.9485659,5.615934e-7,0.009067711,0.000017024551,0.0004841978,0.00028992098,0.00014685222,0.0000808506,0.041346967],"genre_scores_gemma":[0.9995264,3.114153e-8,0.000084065774,0.000020883223,0.00008467932,0.000018439343,0.000024090561,0.0000063715156,0.00023505239],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986302,0.000038886206,0.00053127535,0.00014842677,0.00039226038,0.00025892272],"domain_scores_gemma":[0.9991944,0.0000028997713,0.0003439356,0.00033852845,0.000035586996,0.00008464266],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022849397,0.00014749789,0.00017988386,0.000047970956,0.0001082389,0.00003702121,0.00017046614,0.000103216735,0.00021044268],"category_scores_gemma":[0.000007660164,0.00012732048,0.000058840924,0.00013934325,0.00008305922,0.00030751768,0.00031153523,0.000031348125,0.0033471666],"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":[0.00009503583,0.000001915819,0.990715,0.00015978648,0.000011748842,0.0000011661643,0.006996227,0.0014124308,0.00000341137,0.000039127506,0.00020672052,0.00035741026],"study_design_scores_gemma":[0.00096158276,0.00016843417,0.69416606,0.000117488715,0.000027002745,0.000050706396,0.0020214126,0.3011992,0.00015913448,0.000006337893,0.0008563057,0.00026632153],"about_ca_topic_score_codex":0.0014446147,"about_ca_topic_score_gemma":0.0009794098,"teacher_disagreement_score":0.29978675,"about_ca_system_score_codex":0.0007875809,"about_ca_system_score_gemma":0.000009491679,"threshold_uncertainty_score":0.99742883},"labels":[],"label_agreement":null},{"id":"W6976905354","doi":"10.60692/tk9gm-40c13","title":"Anthropogenic, Direct Pressures on Coastal Wetlands","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Bedford Institute of Oceanography; Natural Resources Canada","funders":"","keywords":"Wetland; Ecosystem; Marsh; Ecosystem services; Salt marsh; Population; Habitat; Mangrove; Waterfowl","score_opus":0.018312904958279058,"score_gpt":0.1900865232616516,"score_spread":0.17177361830337254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976905354","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":[0.8912286,6.3149633e-7,0.0046139495,0.00019772453,0.00035581065,0.00047213488,0.00041276516,0.0004095408,0.102308854],"genre_scores_gemma":[0.9993475,1.0534405e-7,0.0000530971,0.00028758598,0.00007213061,0.000023451548,0.00003264796,0.0000122129995,0.00017125258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865574,0.000049128023,0.00041866105,0.00019789409,0.00042111214,0.00025744404],"domain_scores_gemma":[0.9993548,0.000007377725,0.00018334876,0.00025747102,0.000012965194,0.00018405112],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014957416,0.00018802723,0.00021838376,0.00004304529,0.0001508801,0.00012568905,0.00021748735,0.000076309174,0.00042646306],"category_scores_gemma":[0.000017455726,0.00014927582,0.000077828845,0.00019673772,0.000038784903,0.00051390403,0.0002011785,0.00008692712,0.007976479],"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":[0.00017730596,0.0000034776278,0.96037954,0.00020839373,0.000035556743,0.0000092766495,0.028048502,0.008500652,0.000009676685,0.00003998103,0.0018655645,0.0007220956],"study_design_scores_gemma":[0.0031699757,0.00065593777,0.6917249,0.00022070836,0.00008570457,0.00008739799,0.014718485,0.25636855,0.0014414411,0.0000011896805,0.03030067,0.0012250243],"about_ca_topic_score_codex":0.000040472853,"about_ca_topic_score_gemma":0.00001244381,"teacher_disagreement_score":0.2686546,"about_ca_system_score_codex":0.00007985434,"about_ca_system_score_gemma":0.000006601257,"threshold_uncertainty_score":0.99279594},"labels":[],"label_agreement":null},{"id":"W6976935545","doi":"10.6084/m9.figshare.14570219.v1","title":"Additional file 5 of Identification of the conserved long non-coding RNAs in myogenesis","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Ottawa","funders":"","keywords":"Identification (biology); Myogenesis; Conserved sequence; RNA; Base sequence","score_opus":0.01190624216656485,"score_gpt":0.19391336203339207,"score_spread":0.18200711986682722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976935545","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":[0.007830312,0.000003405291,0.0000020004277,0.000015825724,0.0000140756765,0.00007197762,0.99005795,0.000003046118,0.002001404],"genre_scores_gemma":[0.5395745,2.8241783e-7,0.00004008216,0.000013653719,0.0000071434124,0.00011099475,0.45917922,0.0000049688847,0.001069137],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99945384,0.000025220625,0.00018969802,0.00010978801,0.0001494843,0.000071957606],"domain_scores_gemma":[0.9993804,0.00027944238,0.00013794658,0.00016952108,0.000017251235,0.000015404183],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024647712,0.000042371816,0.000071528,0.000011955583,0.000026793594,0.000007033956,0.00013596393,0.000029270182,0.98391473],"category_scores_gemma":[0.0008353026,0.000037267135,0.000047385012,0.00023171956,0.000008502428,0.00006171698,0.00020059224,0.000033786226,0.0007012977],"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":[0.0000013108828,0.000023158042,0.0014379912,0.00006434026,0.0000027630492,0.00000294544,0.00002976898,0.00029806932,0.0023563872,4.3258558e-7,0.99520725,0.0005755559],"study_design_scores_gemma":[0.00008356217,0.0000038313374,0.94817704,0.001281713,0.000002429307,0.0000072397456,0.000059566704,0.007276453,0.017718213,0.000017278668,0.025298601,0.00007408728],"about_ca_topic_score_codex":0.000029560762,"about_ca_topic_score_gemma":0.0019811583,"teacher_disagreement_score":0.9832134,"about_ca_system_score_codex":0.00004893019,"about_ca_system_score_gemma":0.00002527318,"threshold_uncertainty_score":0.90139973},"labels":[],"label_agreement":null},{"id":"W6977387198","doi":"10.6084/m9.figshare.4246724","title":"Modelling phosphorus dynamics in Cootes Paradise marsh: Uncertainty assessment and implications for eutrophication management","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Eutrophication; Phosphorus; Wetland; Hydrology (agriculture); Surface runoff; Nutrient; Sedimentation; Macrophyte","score_opus":0.023768790400231977,"score_gpt":0.25985708605768637,"score_spread":0.2360882956574544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977387198","genre_codex":"dataset","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":[0.3011297,0.00034903575,0.11277166,0.009049933,0.00019319847,0.009024314,0.53942335,0.00038454589,0.027674261],"genre_scores_gemma":[0.9880127,0.00004843969,0.0019315109,0.000032139993,0.000008550146,0.0008477684,0.008875937,0.000014988057,0.00022800657],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992339,0.000013395566,0.00017150593,0.000291704,0.000082939296,0.00020653375],"domain_scores_gemma":[0.9995295,0.0001024746,0.000069212685,0.00022701127,0.00000926572,0.000062538296],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000065839515,0.000102799226,0.00009355923,0.000029381337,0.00007891407,0.000028457258,0.00011805697,0.00004366677,0.0021539708],"category_scores_gemma":[0.00001655951,0.00008195111,0.000027154372,0.000109050394,0.000009010349,0.00012596529,0.00017368683,0.000034860393,0.00010827504],"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":[0.00011827924,0.00040006806,0.18848363,0.0006171215,0.00006984758,0.0000117802265,0.00015884603,0.4303624,0.00014544479,0.01773221,0.031156864,0.3307435],"study_design_scores_gemma":[0.0004454882,0.000025953308,0.111221924,0.00031590808,0.000008038194,0.0000031166178,0.000028591068,0.8766555,0.0000027030803,0.0041452255,0.0069637587,0.00018377237],"about_ca_topic_score_codex":0.00005855527,"about_ca_topic_score_gemma":0.0004817555,"teacher_disagreement_score":0.686883,"about_ca_system_score_codex":0.00073378946,"about_ca_system_score_gemma":0.0000068299664,"threshold_uncertainty_score":0.9987582},"labels":[],"label_agreement":null},{"id":"W6980088018","doi":"","title":"Assessing how invasive cattail treatment affects methane emissions in Lake Ontario meadow marshes","year":2024,"lang":"en","type":"dissertation","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Marsh; Wetland; Methane; Mesocosm; Greenhouse gas; Biomass (ecology); Ecosystem; Hydrology (agriculture)","score_opus":0.014175202227110616,"score_gpt":0.20453474811403577,"score_spread":0.19035954588692516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980088018","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":[0.8681514,0.000072692,0.000015525822,0.000024273028,0.001315609,0.0007661228,0.00018993799,0.00011711101,0.12934732],"genre_scores_gemma":[0.63731307,0.000008698796,0.000056063138,0.0000013934106,0.00002497058,0.0000019426425,0.00095503667,0.000043556964,0.36159524],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.997207,0.000103068334,0.00046888486,0.0009679993,0.00070773327,0.0005453302],"domain_scores_gemma":[0.9981984,0.00014793458,0.0006314402,0.0005548503,0.00003279938,0.0004345991],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014135418,0.0006146565,0.00093502784,0.00030273205,0.00018159724,0.00041830496,0.0004832379,0.00036141105,0.00020183984],"category_scores_gemma":[0.000024045636,0.0006365686,0.00041761293,0.0004181072,0.00008971755,0.0010696952,0.00021579357,0.0003504618,0.0001860797],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011658195,0.0009885267,0.7978462,0.0075336047,0.0016329949,0.02216267,0.09283606,0.002279926,0.0070654405,0.000020052383,0.040527377,0.025941333],"study_design_scores_gemma":[0.006466081,0.0030292983,0.36672598,0.020668576,0.0026232456,0.0015192293,0.38232195,0.00080583786,0.006215238,0.00019133405,0.20310016,0.0063330745],"about_ca_topic_score_codex":0.05965464,"about_ca_topic_score_gemma":0.88810265,"teacher_disagreement_score":0.82844806,"about_ca_system_score_codex":0.004132262,"about_ca_system_score_gemma":0.0013579174,"threshold_uncertainty_score":0.9996907},"labels":[],"label_agreement":null},{"id":"W6982233044","doi":"","title":"Holocene Carbon Sequestration and Ecosystems of Wetlands in the San Joaquin Watershed, California","year":2022,"lang":"en","type":"other","venue":"eScholarship (California Digital Library)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Wetland; Carbon sequestration; San Joaquin; Canyon; Hydrology (agriculture); Ecosystem; Vegetation (pathology); Holocene; Sediment","score_opus":0.0075044470559557114,"score_gpt":0.18689536338390714,"score_spread":0.17939091632795143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982233044","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":[0.577754,0.00015078536,0.0000043070863,0.00015923296,0.00011485555,0.0008017783,0.0071428255,0.0001524864,0.4137197],"genre_scores_gemma":[0.9780155,0.000059336344,0.000060890325,0.0001201984,0.00011242292,0.00008134918,0.003435722,0.00035763902,0.017756931],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997292,0.00024776245,0.0006591167,0.00064711773,0.00067119417,0.0004828291],"domain_scores_gemma":[0.99875987,0.000091068556,0.00037391746,0.0006167235,0.000002949858,0.00015550326],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046000563,0.00047859395,0.0005318987,0.00023235586,0.00007820761,0.0004019375,0.00074333383,0.0003006283,0.00667817],"category_scores_gemma":[0.00004737529,0.00036073432,0.00011936231,0.0005150401,0.00013740773,0.0005644222,0.0006854279,0.0005990067,0.0004104192],"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":[0.000077944766,0.00017747628,0.96360886,0.00033109196,0.00003649847,0.00010542612,0.00009700204,0.00004188931,0.00007267061,0.00006271501,0.03403915,0.0013492474],"study_design_scores_gemma":[0.0013478446,0.00034616914,0.01706764,0.00037525024,0.00006869071,0.00013469979,0.00035170958,0.0014902806,0.00012682694,0.0012914136,0.9760999,0.0012995428],"about_ca_topic_score_codex":0.00056837645,"about_ca_topic_score_gemma":0.0014700281,"teacher_disagreement_score":0.94654125,"about_ca_system_score_codex":0.00013619059,"about_ca_system_score_gemma":0.00003467751,"threshold_uncertainty_score":0.9998845},"labels":[],"label_agreement":null},{"id":"W6982556007","doi":"","title":"Internalized Violence in Native Canadian Fiction: Highway’s Kiss of the Fur Queen and Maracle’s Daughters Are Forever","year":2009,"lang":"en","type":"other","venue":"Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"KISS (TNC); Queen (butterfly); Sexual assault; Indigenous; Human sexuality","score_opus":0.0035798603515300145,"score_gpt":0.16207679364788413,"score_spread":0.15849693329635411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982556007","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":[0.55385864,0.0016728519,0.0038371552,0.0037382385,0.0010502386,0.0026094741,0.002057796,0.0005202318,0.43065536],"genre_scores_gemma":[0.8776251,0.002832157,0.0010620721,0.0006427629,0.00015691925,0.0000091977145,0.00014571224,0.00024312052,0.11728294],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969844,0.00029663497,0.00040614157,0.0008803839,0.0004861739,0.0009462551],"domain_scores_gemma":[0.9979466,0.000078724355,0.00061194034,0.0007288956,0.000035786783,0.0005980272],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025934994,0.00067587115,0.0006998953,0.0007145936,0.0004859201,0.00008213132,0.001615488,0.0007945236,0.0019037585],"category_scores_gemma":[0.00003417575,0.0007000833,0.00031036095,0.0010827814,0.0005978594,0.0006608059,0.0009843818,0.00073232356,0.00007676271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018689206,0.00052346336,0.42379293,0.00075723045,0.000679226,0.003183529,0.01395392,0.012912642,0.00032106944,0.008344964,0.51417506,0.019487016],"study_design_scores_gemma":[0.007970812,0.0001828113,0.39359698,0.0049908245,0.00039555668,0.00063093536,0.011429846,0.011206098,0.00014034407,0.000969091,0.56642216,0.002064567],"about_ca_topic_score_codex":0.24325743,"about_ca_topic_score_gemma":0.46156538,"teacher_disagreement_score":0.32376644,"about_ca_system_score_codex":0.0030444174,"about_ca_system_score_gemma":0.00053072587,"threshold_uncertainty_score":0.99954504},"labels":[],"label_agreement":null},{"id":"W6982844343","doi":"","title":"Labour-market entries and exits","year":2000,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Set (abstract data type); Product (mathematics); Perspective (graphical); Identification (biology); Term (time)","score_opus":0.0012011813581625716,"score_gpt":0.11456554564614634,"score_spread":0.11336436428798377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982844343","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":[0.0055957506,0.00035314925,0.00000527897,0.00049370405,0.000117517506,0.00016386904,0.00088456005,0.000015479036,0.99237067],"genre_scores_gemma":[0.09858823,0.0010011095,0.0002683712,0.00045775884,0.000049985458,0.0000053386007,0.00001324475,0.000104528466,0.89951146],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981812,0.000040771913,0.0001888532,0.00030078893,0.0010113028,0.0002770479],"domain_scores_gemma":[0.9993455,0.00008099852,0.00013485468,0.00019641726,2.5629856e-8,0.00024220934],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000006014701,0.00023985966,0.00027889857,0.00001682574,0.00008066797,0.000022089895,0.0001863177,0.00004993502,0.0053922352],"category_scores_gemma":[9.934272e-7,0.00022572262,0.000017291652,0.000051560197,0.00011446775,0.00012298491,0.00028839582,0.00010482446,2.4668203e-8],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005125849,0.00005758168,0.1987125,0.0009951642,0.00024213339,0.00036253344,0.00012420134,0.000049406564,0.0007417134,0.0108266175,0.7433702,0.044005368],"study_design_scores_gemma":[0.00019574461,0.000025783254,0.028745335,0.00015257958,0.000015952975,0.000011139598,0.00018166356,0.00045709082,0.00027750165,0.0002459138,0.9693906,0.00030070363],"about_ca_topic_score_codex":0.02227844,"about_ca_topic_score_gemma":0.48480806,"teacher_disagreement_score":0.4625296,"about_ca_system_score_codex":0.0000063816037,"about_ca_system_score_gemma":0.00019447602,"threshold_uncertainty_score":0.99551696},"labels":[],"label_agreement":null},{"id":"W6983257205","doi":"","title":"+91’)”9636813023 lOvE prOblEm sOlutiOn baba ji canada","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Wife; Mantra; Tamil; Spell; MAGIC (telescope); Aryan race","score_opus":0.006394079939005644,"score_gpt":0.19819776429473798,"score_spread":0.19180368435573233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983257205","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":[0.0012418517,0.0000057044,0.0010212035,0.00026037975,0.0008309541,0.0012488082,0.00014421403,0.00015184465,0.995095],"genre_scores_gemma":[0.008481216,0.00011573972,0.0015116489,0.00012856048,0.00015680668,0.00011011954,0.00022474922,0.0003822038,0.988889],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99390185,0.00043088564,0.0007071526,0.0030849008,0.0009929839,0.0008822527],"domain_scores_gemma":[0.99486053,0.00014386895,0.0005617728,0.003984539,0.000027644575,0.00042165982],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015509252,0.00066739717,0.00072628364,0.00010593742,0.00012635626,0.00012118929,0.0014446519,0.00056378497,0.9361108],"category_scores_gemma":[0.00040915562,0.00075879804,0.00023301507,0.00034967408,0.00016351721,0.000119190976,0.0041744458,0.0006845708,0.7797199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021043536,0.00016317437,0.019236803,0.0002948784,0.00017071192,0.00012671461,0.0001912551,0.0016605716,0.0007752838,0.000064467036,0.9701437,0.0071514174],"study_design_scores_gemma":[0.0003668584,8.414304e-7,0.0045409603,0.00036584705,0.00007244906,0.00007578722,0.00007775422,0.0021619631,0.00021939614,0.00032329376,0.99093485,0.00085999793],"about_ca_topic_score_codex":0.65391177,"about_ca_topic_score_gemma":0.9384573,"teacher_disagreement_score":0.28454557,"about_ca_system_score_codex":0.002245793,"about_ca_system_score_gemma":0.00046408238,"threshold_uncertainty_score":0.9994863},"labels":[],"label_agreement":null},{"id":"W6983297258","doi":"","title":"Marcaccio and Chow-Fraser 2018 Final report to MTO","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Orthophoto; Phragmites; Windsor; Aerial photography; Land cover; Vegetation cover; Satellite imagery; Footprint","score_opus":0.007735252856888257,"score_gpt":0.1872361020360429,"score_spread":0.17950084917915465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983297258","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":[0.23617172,0.0000061345468,0.0032837708,0.00058177,0.00016952913,0.00021655037,0.000010299514,0.0000502738,0.7595099],"genre_scores_gemma":[0.20759189,0.000005031843,0.0010283387,0.00026872434,0.000016390513,8.813758e-7,0.0000053774647,0.000009221342,0.79107416],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900633,0.00003133819,0.00013286408,0.0004187316,0.00014472852,0.00026598325],"domain_scores_gemma":[0.99949193,0.000023983293,0.000045353507,0.00028180328,0.000007620777,0.0001492972],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009589755,0.00014561933,0.00014872481,0.00007061552,0.00013851137,0.000044030196,0.00024380897,0.000068626316,0.05822994],"category_scores_gemma":[0.000013263017,0.00015585893,0.000042638865,0.00049771747,0.00005698425,0.00020162694,0.00089569093,0.000094569405,0.00041562284],"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":[0.00020159878,0.00007977966,0.6355765,0.00005470028,0.000048931706,0.0009170775,0.00018190496,0.00079876184,0.0004736948,0.0005325534,0.030935533,0.330199],"study_design_scores_gemma":[0.000516505,0.00004206195,0.086263135,0.000035238707,0.000026582104,0.000022610704,0.00034455076,0.0009024273,0.000040323896,0.00008660747,0.9115253,0.00019467079],"about_ca_topic_score_codex":0.0007848016,"about_ca_topic_score_gemma":0.008511981,"teacher_disagreement_score":0.8805897,"about_ca_system_score_codex":0.00025470823,"about_ca_system_score_gemma":0.000015648953,"threshold_uncertainty_score":0.94263095},"labels":[],"label_agreement":null},{"id":"W6983834738","doi":"","title":"NUMERICAL MODELLING OF SOLIDIFICATION AND HEAT TRANSFER IN CANDU CORIUM","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Corium; Heat transfer; Decay heat; Nuclear reactor core; Nuclear reactor; Reactor pressure vessel; Natural convection; Heat flux; Critical heat flux; Coolant","score_opus":0.014398951757546583,"score_gpt":0.18765978091561814,"score_spread":0.17326082915807156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983834738","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":[0.7873423,0.000023618615,0.004746567,0.000022809249,0.00023572751,0.00035360723,0.000036242534,0.00004395346,0.20719515],"genre_scores_gemma":[0.8733231,0.00009155564,0.00007340485,0.0000035329494,0.000010149086,0.0000011716347,0.00014005674,0.000027415754,0.12632965],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990386,0.00004346687,0.00019617511,0.00034365832,0.00018048933,0.00019766163],"domain_scores_gemma":[0.99972796,0.000029099547,0.000030641382,0.00013385448,0.000008849134,0.000069606445],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006759775,0.00017084277,0.00025781168,0.00009875164,0.000046637477,0.000013264867,0.00016618433,0.00017965489,0.0059241974],"category_scores_gemma":[0.0000022807742,0.00019610593,0.000053392483,0.00043966572,0.0000301834,0.00012585241,0.000043468368,0.00016626835,0.000046144396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018960313,0.0004292557,0.15021302,0.0021896453,0.00017785864,0.00032659672,0.018913168,0.5887687,0.005713066,0.0008332868,0.00034790544,0.23019144],"study_design_scores_gemma":[0.0031150796,0.00029798833,0.0762248,0.0009012709,0.0002787691,0.000011772279,0.018175945,0.8668136,0.001102287,0.00027294373,0.031101728,0.0017038423],"about_ca_topic_score_codex":0.0070460457,"about_ca_topic_score_gemma":0.030823626,"teacher_disagreement_score":0.27804485,"about_ca_system_score_codex":0.00020016788,"about_ca_system_score_gemma":0.000017725397,"threshold_uncertainty_score":0.99956614},"labels":[],"label_agreement":null},{"id":"W6984519883","doi":"","title":"Prologue","year":2017,"lang":"en","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Mangrove; White (mutation); Prologue; Natural landscape; Natural (archaeology)","score_opus":0.013961079750442458,"score_gpt":0.21418466419879822,"score_spread":0.20022358444835578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6984519883","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":[0.0001459644,0.000059861708,0.0003695118,0.005649822,0.0018295507,0.0011246804,0.0010222198,0.00015724376,0.98964113],"genre_scores_gemma":[0.03117774,0.00021743523,0.00048151042,0.0056709163,0.00090608065,0.00026738344,0.0042473273,0.00015444779,0.9568772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967885,0.000041949563,0.00066302164,0.0010570132,0.00090964686,0.00053988857],"domain_scores_gemma":[0.99733144,0.000071857525,0.00081889454,0.0013876983,0.000057312835,0.00033278504],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004560032,0.00066576025,0.00065163156,0.000113757465,0.0008174475,0.00035074409,0.00112787,0.0006539308,0.060837306],"category_scores_gemma":[0.000064586915,0.0006694226,0.00028741895,0.000028491182,0.00039267752,0.00649445,0.0010402647,0.00058707147,0.04977758],"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":[0.00030657472,0.00031399212,0.00066123414,0.00032413285,0.000340766,0.00083812233,0.000107960055,0.0007377136,0.00020586084,0.54915243,0.38921016,0.057801083],"study_design_scores_gemma":[0.0005653253,0.00018044584,0.0043180413,0.00027668703,0.00010559478,0.00012921024,0.0000059239433,0.0002706378,0.000038357815,0.025692487,0.96748614,0.0009311225],"about_ca_topic_score_codex":0.00015715725,"about_ca_topic_score_gemma":0.015385061,"teacher_disagreement_score":0.57827604,"about_ca_system_score_codex":0.0005419832,"about_ca_system_score_gemma":0.00006279149,"threshold_uncertainty_score":0.9995757},"labels":[],"label_agreement":null},{"id":"W6986727263","doi":"","title":"Quantifying soil carbon storage and losses in natural and agriculturally converted salt marsh","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Salt marsh; Soil carbon; Blue carbon; Marsh; Temperate climate; Carbon sequestration; Carbon fibers; Ecosystem; Greenhouse gas; Atmospheric carbon cycle","score_opus":0.008720007152807237,"score_gpt":0.20993609766508986,"score_spread":0.20121609051228262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986727263","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":[0.97593117,0.00037367197,3.0738924e-8,0.000018599687,0.00084900705,0.00059814734,0.0003082644,0.000112801004,0.021808293],"genre_scores_gemma":[0.9931869,0.00080244936,0.00005761113,0.000055627697,0.000022460732,0.000049448412,0.000330294,0.00009587185,0.005399353],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.996517,0.00023670535,0.0007078847,0.0011935341,0.0006176983,0.0007271525],"domain_scores_gemma":[0.9986392,0.0002163346,0.00042265438,0.00038843518,0.00004583306,0.00028753697],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005218862,0.00072540354,0.00071803987,0.0001910896,0.0004948992,0.00012519056,0.0003780477,0.0005786401,0.00014040408],"category_scores_gemma":[0.00025153675,0.000584387,0.00011095026,0.0003776262,0.0001046921,0.0007672147,0.0003824018,0.00094112783,0.00008784364],"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":[0.0010775112,0.00038181755,0.062559985,0.0024803884,0.00036422457,0.0008321224,0.00024202235,0.00012347788,0.50808275,0.0037798542,0.000013324574,0.42006254],"study_design_scores_gemma":[0.0069492254,0.000517426,0.94027066,0.0045733033,0.000466952,0.000551511,0.0024931454,0.0041105,0.01799824,0.006076867,0.009193377,0.0067987805],"about_ca_topic_score_codex":0.004114729,"about_ca_topic_score_gemma":0.13649027,"teacher_disagreement_score":0.8777107,"about_ca_system_score_codex":0.0008542082,"about_ca_system_score_gemma":0.000013899547,"threshold_uncertainty_score":0.99966073},"labels":[],"label_agreement":null},{"id":"W6987306880","doi":"","title":"Soil carbon in a grazed and ungrazed tidal marsh in the St. Lawrence Estuary","year":2009,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Salt marsh; Estuary; Soil carbon; Grazing; Soil water; Biomass (ecology); Marsh; Ecosystem; Edaphic","score_opus":0.007106227410965017,"score_gpt":0.20780996127770685,"score_spread":0.20070373386674184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987306880","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":[0.90216106,0.00011435152,2.0916085e-8,0.000031503492,0.00029835288,0.00090206676,0.00021995702,0.0000686886,0.09620401],"genre_scores_gemma":[0.9971862,0.00035248257,0.000085834086,0.00019072222,0.000017087734,0.00014831444,0.00045392546,0.00008311145,0.0014823675],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9955194,0.0005710311,0.0009082045,0.0011956919,0.00093910866,0.00086658477],"domain_scores_gemma":[0.9984104,0.000251831,0.00037073906,0.00074632926,0.00002228337,0.00019843609],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015450268,0.0007285921,0.0007307062,0.0002948542,0.00035888213,0.00011289395,0.00093336805,0.0006275186,0.000113876944],"category_scores_gemma":[0.00024853856,0.000642695,0.00015366917,0.0010345515,0.000089647634,0.00047802736,0.000257861,0.0016084381,0.00008728562],"study_design_candidate":"observational","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":[0.0022049868,0.0024279018,0.07086581,0.0012478245,0.00017808098,0.0026109267,0.00063697825,0.0022979083,0.03559501,0.013792329,0.000026752543,0.8681155],"study_design_scores_gemma":[0.005646084,0.0007197605,0.9108641,0.0017494656,0.00024856973,0.00025282658,0.0026636105,0.004646345,0.0016816772,0.057690736,0.009910735,0.003926092],"about_ca_topic_score_codex":0.01218971,"about_ca_topic_score_gemma":0.45810026,"teacher_disagreement_score":0.8641894,"about_ca_system_score_codex":0.0008936881,"about_ca_system_score_gemma":0.00002462111,"threshold_uncertainty_score":0.99960244},"labels":[],"label_agreement":null},{"id":"W6987837356","doi":"","title":"Using palynological modern analogues to locate a buried dikeland soil in a recovering Bay of Fundy salt marsh","year":2004,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Bay; Salt marsh; Marsh; Dike; Estuary; Hydrology (agriculture); Wetland; Swamp; Sediment; Salt pan","score_opus":0.025139986909074336,"score_gpt":0.23965384833096517,"score_spread":0.21451386142189083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987837356","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":[0.9845242,0.00005889609,0.0000119832175,0.000007858022,0.0004577155,0.00079225627,0.0006278205,0.00009753283,0.013421737],"genre_scores_gemma":[0.9973465,0.00006737675,0.0009653606,0.00006000516,0.000023629322,0.000065824606,0.00046391235,0.00013583348,0.00087155733],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.995427,0.00023619333,0.001233054,0.0013106596,0.0008394204,0.000953648],"domain_scores_gemma":[0.9981927,0.00012227849,0.000569301,0.0007076345,0.000053704724,0.0003543619],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00083651446,0.00075126416,0.0010638301,0.00042206695,0.00035346346,0.000066330416,0.0007659417,0.0007777954,0.00027848646],"category_scores_gemma":[0.00034037375,0.0007691662,0.00027795555,0.0009987762,0.00006910108,0.00051865506,0.00053649815,0.0009913081,0.00021512446],"study_design_candidate":"simulation_or_modeling","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":[0.002585444,0.0017245885,0.032006346,0.002181297,0.00044349415,0.000677333,0.00034583607,0.4900226,0.32614818,0.0024210818,0.0000030324868,0.14144076],"study_design_scores_gemma":[0.015893819,0.0041695517,0.4838276,0.01792269,0.0017878549,0.0006165459,0.0037980971,0.08117421,0.13537934,0.22788294,0.008326232,0.019221121],"about_ca_topic_score_codex":0.0064228806,"about_ca_topic_score_gemma":0.1588389,"teacher_disagreement_score":0.45182127,"about_ca_system_score_codex":0.0023578396,"about_ca_system_score_gemma":0.000039880575,"threshold_uncertainty_score":0.99947596},"labels":[],"label_agreement":null},{"id":"W6988117499","doi":"","title":"Wetland birds and invasive plant management","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Wetland; Habitat; Marsh; Threatened species; Invasive species; Wildlife; Waterfowl; Ecosystem; Introduced species","score_opus":0.004642963929926225,"score_gpt":0.16556058084178335,"score_spread":0.16091761691185713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988117499","genre_codex":"empirical","genre_gemma":"other","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":[0.9909336,0.000028739023,0.0000018853945,0.00011417264,0.00019507301,0.00029059616,0.00014483473,0.000030112169,0.0082609765],"genre_scores_gemma":[0.26606357,0.00070146867,0.00047533566,0.000014693133,0.000011380469,0.0000015996927,0.0013798538,0.000032534994,0.73131955],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99898696,0.000036398644,0.000090865506,0.00036613035,0.00031424698,0.00020537156],"domain_scores_gemma":[0.9995062,0.000021570193,0.00015927786,0.00022264189,0.000005507436,0.00008482174],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010106852,0.00017861977,0.00024792165,0.000115353236,0.0002342253,0.000014641157,0.00029357706,0.00009840943,0.0033987972],"category_scores_gemma":[0.000002192132,0.00020752764,0.00006785576,0.00013528504,0.000054814085,0.000121022575,0.0004541908,0.00014906796,0.00010607228],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027819811,0.00082598306,0.23128267,0.0071407272,0.0016221672,0.003561119,0.62140465,0.0026915523,0.012693001,0.0014194335,0.069090046,0.045486704],"study_design_scores_gemma":[0.0024864806,0.0005130827,0.25410634,0.00040703028,0.0006477697,0.000048174792,0.7075349,0.0017189337,0.00036826052,0.0005864715,0.030081183,0.0015013461],"about_ca_topic_score_codex":0.051895425,"about_ca_topic_score_gemma":0.4759184,"teacher_disagreement_score":0.72487,"about_ca_system_score_codex":0.00016466752,"about_ca_system_score_gemma":0.00000952879,"threshold_uncertainty_score":0.9975122},"labels":[],"label_agreement":null},{"id":"W6989168429","doi":"","title":"Analyse de la dynamique d’occupation des écosystèmes\\n littoraux de l’aire protégée communautaire la Bouche du Roy au Bénin","year":2023,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Université du Québec en Outaouais","funders":"","keywords":"ESPACE; Context (archaeology); Coastal zone; Ethnoarchaeology; Mangrove","score_opus":0.00460447108923393,"score_gpt":0.18085270076966303,"score_spread":0.1762482296804291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989168429","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":[0.97465116,0.0019386904,0.006066817,0.008873008,0.00018144342,0.00060278317,0.00021982088,0.00037307944,0.007093176],"genre_scores_gemma":[0.9741041,0.0037452835,0.0013999639,0.00007675914,0.00010248759,0.000039573475,0.0001407069,0.00008222063,0.020308912],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9962019,0.0012509967,0.00035691023,0.0005759943,0.00041440278,0.0011998396],"domain_scores_gemma":[0.99796754,0.0004941565,0.0002749435,0.0006639914,0.00004011409,0.00055927126],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018001004,0.00045611334,0.0004484981,0.00025573696,0.0014499938,0.00012042252,0.0007438668,0.0006032155,0.00033714512],"category_scores_gemma":[0.00017430133,0.0005492482,0.0003058531,0.0013465552,0.00053801143,0.00057266006,0.0011518715,0.00054097053,0.00086054055],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025315722,0.0003472598,0.77458197,0.00051590084,0.00026999478,0.0052851685,0.0076697916,0.04820096,0.0025612547,0.0039690663,0.023134429,0.13321108],"study_design_scores_gemma":[0.0009706224,0.00013922634,0.41300592,0.00042937923,0.0002472068,0.001003168,0.0033830642,0.48158884,0.0001229365,0.0033442,0.09515739,0.0006080379],"about_ca_topic_score_codex":0.15273198,"about_ca_topic_score_gemma":0.71767163,"teacher_disagreement_score":0.5649397,"about_ca_system_score_codex":0.043018863,"about_ca_system_score_gemma":0.00025678414,"threshold_uncertainty_score":0.9999174},"labels":[],"label_agreement":null},{"id":"W6989441858","doi":"","title":"Assessing arbuscular mycorrhizal fungi and sediment organic carbon density in Nova Scotia salt marshes","year":2023,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Natural Sciences and Engineering Research Council of Canada; Acadia University","keywords":"Arbuscular mycorrhizal fungi; Salt marsh; Nova scotia; Total organic carbon; Sediment; Carbon fibers; Marsh","score_opus":0.007170827419177599,"score_gpt":0.17929740098130637,"score_spread":0.17212657356212877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989441858","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":[0.9726993,0.00002575589,0.0007367479,0.00022560214,0.00065412716,0.00042570313,0.000024557852,0.00023038113,0.024977826],"genre_scores_gemma":[0.9956859,0.00007783604,0.0004241894,0.00004584568,0.00006224364,2.0510478e-7,0.00010418347,0.000023718729,0.0035759185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99703854,0.000305942,0.0003119274,0.0009653992,0.0006972966,0.0006809042],"domain_scores_gemma":[0.9987523,0.0001674232,0.00018828831,0.00046788127,0.000058308247,0.0003658235],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048432045,0.0004167921,0.0004256166,0.0007673133,0.00077028456,0.00010905989,0.00054603734,0.0002655181,0.00021215991],"category_scores_gemma":[0.00004983356,0.0005204297,0.00016405528,0.0019112085,0.0004984293,0.0010611714,0.0017568128,0.0004748186,0.00020262497],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034393274,0.00027437232,0.9567662,0.00012168695,0.00012706779,0.011252801,0.00030612698,0.014622925,0.009624991,0.005577475,0.00025218807,0.0007302482],"study_design_scores_gemma":[0.0021097648,0.00020538547,0.9471049,0.00030360473,0.00020186674,0.00048179747,0.0026836037,0.027254928,0.0004822708,0.00022915856,0.017753677,0.0011890983],"about_ca_topic_score_codex":0.020602796,"about_ca_topic_score_gemma":0.00890731,"teacher_disagreement_score":0.022986561,"about_ca_system_score_codex":0.0067855283,"about_ca_system_score_gemma":0.00027866705,"threshold_uncertainty_score":0.99972475},"labels":[],"label_agreement":null},{"id":"W6989499899","doi":"","title":"Assessing Estuary Resilience to Sea-Level Rise","year":2022,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Estuary; Marsh; Habitat; Wetland; Fishing; Ecosystem; Salt marsh; Vulnerability (computing); Coastal management","score_opus":0.021602756778757348,"score_gpt":0.23204564065114983,"score_spread":0.2104428838723925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989499899","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":[0.9805959,0.000005617123,0.005393168,0.00047425422,0.00040109348,0.00038178085,0.00011328269,0.00019295415,0.01244198],"genre_scores_gemma":[0.98275894,0.0000035384028,0.0006324304,0.00038309395,0.000042037427,0.0000040541936,0.000028187898,0.00004786219,0.016099878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971189,0.00027390252,0.00028169452,0.00084808224,0.00081192877,0.0006654831],"domain_scores_gemma":[0.99864507,0.00009873632,0.0001790584,0.0006699105,0.000015709787,0.0003914976],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004534478,0.00031146366,0.0003001549,0.000279456,0.0008948837,0.00023192764,0.0013522754,0.0000732335,0.00062981487],"category_scores_gemma":[0.000025073497,0.0003759194,0.000117842246,0.0010483349,0.00009676148,0.0013115266,0.003747096,0.00041987718,0.0008005531],"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":[0.00007820249,0.00013102195,0.97012407,0.00002144106,0.000015945521,0.0004566738,0.0012196096,0.021412771,0.0016375632,0.000035701723,0.00045452497,0.004412467],"study_design_scores_gemma":[0.0012049417,0.0003941009,0.79625326,0.000083046885,0.00007124972,0.00017023915,0.0053037065,0.0025204064,0.0002743757,0.000047431015,0.19244073,0.0012365112],"about_ca_topic_score_codex":0.0016100784,"about_ca_topic_score_gemma":0.0076759136,"teacher_disagreement_score":0.1919862,"about_ca_system_score_codex":0.0012776962,"about_ca_system_score_gemma":0.000054996057,"threshold_uncertainty_score":0.9999774},"labels":[],"label_agreement":null},{"id":"W6989636174","doi":"","title":"Blue carbon storage in the Cowichan Estuary, British Columbia","year":2021,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Blue carbon; Carbon sequestration; Salt marsh; Ecosystem; Seagrass; Habitat; Carbon cycle; Estuary; Ecosystem services; Atmospheric carbon cycle; Carbon fibers","score_opus":0.009799239518561008,"score_gpt":0.22413976797737342,"score_spread":0.2143405284588124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989636174","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":[0.9723348,0.0003144235,0.0000018557782,0.000022215407,0.000352957,0.0002974459,0.0000056100007,0.000018798135,0.02665187],"genre_scores_gemma":[0.93155235,0.00025069428,0.000020265737,0.000001678087,0.00008419615,0.0000019371612,0.000160003,0.000019302637,0.06790957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971806,0.0007954395,0.00017101313,0.0005118166,0.00095194404,0.00038921775],"domain_scores_gemma":[0.9990848,0.00026936777,0.0001445203,0.00029654012,0.00008041862,0.00012436685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010949236,0.00012597744,0.000309165,0.00007473013,0.0008620826,0.00029828039,0.0004908603,0.00027403823,0.00034659798],"category_scores_gemma":[0.00010713005,0.0001907495,0.000074166695,0.00053367316,0.00018761346,0.00012763299,0.00025830683,0.0014014043,0.00001195643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049404474,0.0007196644,0.89481646,0.0014590021,0.00020120355,0.0062419744,0.06882956,0.0014455621,0.0061409744,0.0000140171605,0.009273479,0.010364042],"study_design_scores_gemma":[0.00077435444,0.0007290012,0.8658438,0.00076177396,0.000047346435,0.00011080087,0.100836955,0.004980088,0.000014833765,0.000057816153,0.025380041,0.00046321528],"about_ca_topic_score_codex":0.27586666,"about_ca_topic_score_gemma":0.7274315,"teacher_disagreement_score":0.45156482,"about_ca_system_score_codex":0.000294919,"about_ca_system_score_gemma":0.0000961524,"threshold_uncertainty_score":0.7778539},"labels":[],"label_agreement":null},{"id":"W6989950423","doi":"","title":"Climate change will reduce North American inland wetland areas and disrupt their seasonal regimes","year":2024,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Wetland; Climate change; Ecosystem; Habitat; Biodiversity; Precipitation; Global change","score_opus":0.009707508231385484,"score_gpt":0.22075562739555626,"score_spread":0.21104811916417077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989950423","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":[0.9849556,0.00014600248,0.00007144399,0.0008680381,0.00013309268,0.00020866291,0.00012392251,0.00013034456,0.013362892],"genre_scores_gemma":[0.9980007,0.0004400454,0.0001248342,0.00013140042,0.00011397298,0.000029670824,0.00003488527,0.00002423446,0.0011002711],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988459,0.000032632866,0.0001445317,0.00042770145,0.00018464208,0.00036460388],"domain_scores_gemma":[0.99951124,0.000064335945,0.000038099075,0.0002049339,0.0000032494006,0.00017814797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013006278,0.000188915,0.00018364484,0.000033839107,0.000106064945,0.00012980975,0.00012821697,0.000026945649,0.00023694338],"category_scores_gemma":[0.0000071961895,0.00013060572,0.000045355173,0.0003059999,0.00017107556,0.00035704393,0.00036266775,0.00010711496,0.00020459139],"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":[0.000020473075,0.000019557141,0.91184413,0.000044252665,0.00001378441,0.0000313213,0.000496131,0.000011157251,0.000044856097,0.00011375018,0.0010574579,0.08630312],"study_design_scores_gemma":[0.00012881252,0.00009280575,0.94497055,0.000059370315,0.00001820357,0.00011921134,0.00025298487,0.030461613,0.000017289716,0.00010539344,0.023487303,0.0002864708],"about_ca_topic_score_codex":0.00083085336,"about_ca_topic_score_gemma":0.007053233,"teacher_disagreement_score":0.08601665,"about_ca_system_score_codex":0.00007115746,"about_ca_system_score_gemma":0.0000049966243,"threshold_uncertainty_score":0.5325947},"labels":[],"label_agreement":null},{"id":"W6990911472","doi":"","title":"Estuary resilience and recovery following exclusion of a non-native invader, Canada Geese","year":2022,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Graminoid; Grazing; Species richness; Vegetation (pathology); Forb; Grazing pressure; Soil seed bank; Salt marsh; Threatened species","score_opus":0.005953329110976279,"score_gpt":0.18278459445221032,"score_spread":0.17683126534123403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990911472","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":[0.9948525,0.000015791878,0.0004878175,0.0001413486,0.00029847806,0.00028791322,0.00006875208,0.000029527251,0.0038178854],"genre_scores_gemma":[0.9950888,0.000016965645,0.00010343939,0.00012156833,0.000011518602,0.000001726733,0.000018175146,0.000023292709,0.004614496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980426,0.00016299581,0.0002544276,0.0005325012,0.00064493093,0.00036254158],"domain_scores_gemma":[0.9991002,0.0001378396,0.0002304261,0.00034845973,0.000010877973,0.00017216941],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028389876,0.00022134662,0.0003042708,0.00015265608,0.00047217665,0.000031359195,0.0006222961,0.000053513973,0.00010880775],"category_scores_gemma":[0.000022257585,0.00025733607,0.000082677245,0.00052623334,0.00008954539,0.00059532747,0.0027866075,0.000271319,0.00000763384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013628656,0.000074296535,0.9850872,0.00004951651,0.000037322257,0.00048774714,0.0016308345,0.007400053,0.0027778603,0.000009521256,0.00015732892,0.0021520336],"study_design_scores_gemma":[0.003420463,0.0010225555,0.93775415,0.00029027648,0.00017649465,0.00016337972,0.016331678,0.0063971654,0.00096462393,0.000100453064,0.031799857,0.0015789191],"about_ca_topic_score_codex":0.22344162,"about_ca_topic_score_gemma":0.69757646,"teacher_disagreement_score":0.47413486,"about_ca_system_score_codex":0.0010196635,"about_ca_system_score_gemma":0.00014196915,"threshold_uncertainty_score":0.9999879},"labels":[],"label_agreement":null},{"id":"W6993124469","doi":"","title":"Nature-based solutions for coastal protection in Canada : lessons learned from multiscale laboratory experiments","year":2023,"lang":"en","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Wetland; Population; Biodiversity; Habitat; Coastal flood; Coastal hazards; Natural (archaeology); Natural hazard; Environmental hazard; Sediment","score_opus":0.022241262358412745,"score_gpt":0.21616059979342198,"score_spread":0.19391933743500922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993124469","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":[0.98745733,0.00010534767,0.010217496,0.0002970666,0.00031377788,0.0004356778,0.00028240413,0.000021926746,0.0008689604],"genre_scores_gemma":[0.999021,0.000012951795,0.0006464825,0.000007406827,0.000010696698,0.0000037503776,0.000036378307,0.000006238906,0.0002550913],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991482,0.00005504941,0.00014704533,0.00021681888,0.00023041964,0.00020249818],"domain_scores_gemma":[0.9996308,0.000048754577,0.000062634776,0.00017908138,0.000026136546,0.000052608335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012162246,0.00010083501,0.00014509102,0.000052874006,0.0003507309,0.0000045302004,0.00031482984,0.00008602186,0.000042208332],"category_scores_gemma":[0.000035604597,0.00010135686,0.00008033519,0.0003731011,0.0001808922,0.00011409536,0.0002986322,0.00013510158,0.000018635505],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031596955,0.0003385635,0.07262495,0.00048683817,0.0000652005,0.0000107356045,0.0014088609,0.5712593,0.34809566,0.00041365277,0.0023023654,0.0026778788],"study_design_scores_gemma":[0.0013616546,0.000037567253,0.38617265,0.0006147474,0.00003378988,9.3272104e-7,0.0005284627,0.5573266,0.04593695,0.00014793196,0.0076271417,0.00021153798],"about_ca_topic_score_codex":0.6824378,"about_ca_topic_score_gemma":0.9942409,"teacher_disagreement_score":0.3135477,"about_ca_system_score_codex":0.0021444575,"about_ca_system_score_gemma":0.00031246332,"threshold_uncertainty_score":0.5607682},"labels":[],"label_agreement":null},{"id":"W6993224545","doi":"","title":"Nutrient distribution in sediments from two estuarine environments: The Schelde estuary (Belgium, The Netherlands) and the Fraser estuary (Canada)","year":2000,"lang":"en","type":"article","venue":"VUBIR (Vrije Universiteit Brussel)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Estuary; Nutrient; Distribution (mathematics); Hydrology (agriculture); Water quality; Spatial distribution","score_opus":0.002223542813829624,"score_gpt":0.15343220287548837,"score_spread":0.15120866006165873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993224545","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":[0.99041075,0.00023901845,0.00020067283,0.0036611324,0.00012408402,0.00069800613,0.00011279042,0.000025786025,0.0045277714],"genre_scores_gemma":[0.99728763,0.0003214639,0.00003270877,0.0006551579,0.000085065105,0.0000110368865,0.00012575962,0.00002083682,0.0014603221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786377,0.00028289593,0.00029325762,0.00048764187,0.0006107877,0.00046165052],"domain_scores_gemma":[0.99876565,0.00032477113,0.00012056875,0.00066027715,0.0000043027912,0.00012442848],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042792578,0.00029694158,0.00024209656,0.000022956681,0.0006213199,0.00007218538,0.000722469,0.00007956448,0.0018119708],"category_scores_gemma":[0.00001765333,0.0001695091,0.0000738717,0.00038329497,0.00046121157,0.0002786495,0.0005403161,0.00039791243,0.00017107741],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002417821,0.00059524906,0.8371065,0.000026148218,0.00046484827,0.00042083135,0.005815354,0.050709013,0.00041465298,0.0017383842,0.026653115,0.07363806],"study_design_scores_gemma":[0.008491794,0.00011171731,0.65498155,0.000067829,0.00020067614,0.000024817107,0.00409986,0.049673688,0.000102443264,0.0010986377,0.2804957,0.000651263],"about_ca_topic_score_codex":0.34565234,"about_ca_topic_score_gemma":0.31868932,"teacher_disagreement_score":0.2538426,"about_ca_system_score_codex":0.0005897915,"about_ca_system_score_gemma":0.000038637274,"threshold_uncertainty_score":0.9991005},"labels":[],"label_agreement":null},{"id":"W6995327042","doi":"","title":"Narrows Bridge","year":2013,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.007657652694218646,"score_gpt":0.17488666498285124,"score_spread":0.1672290122886326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995327042","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":[0.9662972,0.00001491445,0.0044384105,0.00022858854,0.00013203625,0.0002308629,0.000019937106,0.000067890716,0.028570136],"genre_scores_gemma":[0.99285614,0.0000068678455,0.00069147616,0.00004771994,0.0000214859,4.7387533e-7,0.000015995183,0.000012552597,0.0063472837],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989198,0.000043288976,0.00012587509,0.000295487,0.0002992145,0.00031636065],"domain_scores_gemma":[0.99930257,0.000038542927,0.00012012812,0.00035207297,0.000020930944,0.00016578677],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014707861,0.000138589,0.0001989696,0.00005288056,0.00025311965,0.00003608314,0.00043242954,0.00008670386,0.0099260695],"category_scores_gemma":[0.000018132532,0.00016501009,0.00012392174,0.00024022572,0.00024265489,0.00060456863,0.0004313064,0.000111622234,0.006025651],"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":[0.00005704769,0.00028713563,0.8809489,0.00010654173,0.00011827824,0.00004909198,0.0052082352,0.001675115,0.00057916483,0.06868125,0.041177627,0.0011115965],"study_design_scores_gemma":[0.0003407735,0.000048585793,0.23008072,0.000008078011,0.000017719232,0.000013063645,0.0012801995,0.002929104,5.5431724e-7,0.7636769,0.0014013492,0.00020296745],"about_ca_topic_score_codex":0.009547499,"about_ca_topic_score_gemma":0.009258289,"teacher_disagreement_score":0.69499564,"about_ca_system_score_codex":0.000197224,"about_ca_system_score_gemma":0.000011159726,"threshold_uncertainty_score":0.997048},"labels":[],"label_agreement":null},{"id":"W6996217664","doi":"","title":"Remote Sensing of River Delta Inundation: Exploiting the Potential of Coarse Spatial Resolution, Temporally-Dense MODIS Time Series.","year":2015,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Delta; River delta; Wetland; Flood myth; Hydrology (agriculture); Drainage basin; Threatened species; Fluvial; Alluvial plain; Flooding (psychology)","score_opus":0.011847741173541487,"score_gpt":0.1895383870891206,"score_spread":0.17769064591557912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996217664","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":[0.97928786,0.000022492275,0.010298081,0.0004560158,0.00012603536,0.00034257275,0.001308714,0.000110482695,0.008047754],"genre_scores_gemma":[0.9926038,0.0000036051592,0.006031855,0.00006404481,0.00008678931,8.5353054e-7,0.0004879906,0.00005003704,0.00067102356],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977754,0.00015761299,0.00069969794,0.00035677582,0.0006666042,0.00034392602],"domain_scores_gemma":[0.9987387,0.00007089748,0.00041695134,0.00049904146,0.000048081456,0.00022630027],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004384596,0.00024290326,0.00030158312,0.00006605369,0.00014038054,0.00022971326,0.00042970097,0.00012023919,0.000365854],"category_scores_gemma":[0.00029581922,0.00019829378,0.00013746176,0.00041864876,0.00038671095,0.0028908027,0.00086867757,0.00023077666,0.0008137789],"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":[0.0062320796,0.0010941437,0.52220094,0.0006386229,0.00054881896,0.0006197447,0.0036011639,0.05899333,0.0217692,0.0006160222,0.032030303,0.35165563],"study_design_scores_gemma":[0.004985284,0.0010186734,0.03566096,0.0007977548,0.00023609551,0.0005901066,0.001538127,0.8310433,0.012444881,0.049424652,0.05972831,0.0025318593],"about_ca_topic_score_codex":0.0004147443,"about_ca_topic_score_gemma":0.00008471553,"teacher_disagreement_score":0.77204996,"about_ca_system_score_codex":0.000091771995,"about_ca_system_score_gemma":0.000074718926,"threshold_uncertainty_score":0.9999642},"labels":[],"label_agreement":null},{"id":"W6996246021","doi":"","title":"A restoration and climate change resiliency monitoring program for coastal BC estuaries","year":2018,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Estuary; Habitat; Salt marsh; Wildlife; Marsh; Wetland; Vegetation (pathology); Ecosystem; Restoration ecology; Dredging","score_opus":0.021863463324386365,"score_gpt":0.2470692483242275,"score_spread":0.22520578499984112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996246021","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":[0.99551624,0.000008316141,0.00089979416,0.00014846421,0.00037087506,0.0009069262,0.000049949835,0.00021632621,0.0018831192],"genre_scores_gemma":[0.99725467,0.000044873155,0.0011264345,0.000024639461,0.00025825002,0.000013998795,0.000024243309,0.000034561195,0.001218338],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984381,0.000058556183,0.00020183966,0.0005368623,0.0002541828,0.0005104683],"domain_scores_gemma":[0.9992715,0.000056308927,0.00015995896,0.00030121012,0.000034559984,0.00017646875],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021635133,0.00023955897,0.00021803983,0.00012675682,0.0004980171,0.00019418135,0.00031763085,0.00012444663,0.000016752972],"category_scores_gemma":[0.000019795913,0.00025868957,0.000058113455,0.0002724599,0.00025587165,0.0012134444,0.0006784806,0.00011407188,0.00010369106],"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":[0.00015683143,0.00006617998,0.98287684,0.00006740488,0.000009972222,0.000017992046,0.0018530319,0.000008848003,0.00045108233,0.00010633291,0.000014731726,0.014370775],"study_design_scores_gemma":[0.0018242606,0.001694173,0.93628985,0.00029283922,0.00010311024,0.000035067565,0.002038695,0.0017427667,0.0006937195,0.00007763082,0.054387696,0.000820218],"about_ca_topic_score_codex":0.0007151066,"about_ca_topic_score_gemma":0.02667965,"teacher_disagreement_score":0.054372966,"about_ca_system_score_codex":0.00018429894,"about_ca_system_score_gemma":0.000011832637,"threshold_uncertainty_score":0.9999865},"labels":[],"label_agreement":null},{"id":"W6996885623","doi":"","title":"Tidal Marsh Restoration","year":2014,"lang":"en","type":"article","venue":"University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Salt marsh; Marsh; Wildlife; Restoration ecology; Flood control; Limiting; Work (physics); Flood myth; Ecosystem","score_opus":0.008782468095820095,"score_gpt":0.1689683294385143,"score_spread":0.16018586134269422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996885623","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":[0.96900797,0.00003448561,0.004143216,0.00049443595,0.00026886223,0.00031357427,0.000017900862,0.000119173244,0.025600411],"genre_scores_gemma":[0.9276093,0.000033956814,0.005582043,0.000047583642,0.00006721052,3.4508826e-8,0.000048522204,0.000029658027,0.066581696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749345,0.00022559361,0.0003134046,0.0007661088,0.00075094396,0.00045052328],"domain_scores_gemma":[0.9976836,0.00011174221,0.00064014934,0.00093675806,0.000063403946,0.00056434853],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003730877,0.00034598744,0.0005525573,0.00015603541,0.00072609016,0.00004300409,0.0010911785,0.0003397824,0.0011471793],"category_scores_gemma":[0.000047775768,0.00048495564,0.00032786743,0.0004699506,0.00038890043,0.0015184345,0.0011701235,0.0003475126,0.0005007226],"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":[0.0026375316,0.0005663846,0.68721807,0.0004025405,0.0003801495,0.00046917738,0.024639474,0.003949154,0.10414429,0.0005373553,0.1473983,0.027657581],"study_design_scores_gemma":[0.0044523994,0.0006208809,0.5795765,0.00032071478,0.0002778017,0.0001687497,0.0054939096,0.0051903166,0.0009652388,0.00042791507,0.40135345,0.0011521158],"about_ca_topic_score_codex":0.0059244707,"about_ca_topic_score_gemma":0.009161296,"teacher_disagreement_score":0.25395516,"about_ca_system_score_codex":0.00078882906,"about_ca_system_score_gemma":0.00013217337,"threshold_uncertainty_score":0.99976593},"labels":[],"label_agreement":null},{"id":"W6997147794","doi":"","title":"Understanding the effects of managed realignment schemes on salt marsh recovery by assessing the spatiotemporal patterns of vegetation colonization in the Bay of Fundy, Canada","year":2023,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Bay; Salt marsh; Vegetation (pathology); Colonization; Resource (disambiguation); Marsh","score_opus":0.01022410727758022,"score_gpt":0.1814967764150874,"score_spread":0.1712726691375072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997147794","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":[0.9868434,0.0000076171104,0.005192901,0.00049424137,0.00029270552,0.000528006,0.000053325977,0.000017389913,0.0065704198],"genre_scores_gemma":[0.99906915,0.000052000454,0.000028582961,0.000040138806,0.000012189778,5.541491e-7,0.00009575,0.0000068665327,0.00069479056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795026,0.0005321841,0.00026563188,0.00027264416,0.0007623215,0.0002169546],"domain_scores_gemma":[0.99849594,0.000698005,0.00039510714,0.00032400328,0.000040466748,0.000046494562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054610043,0.00016514867,0.00020584176,0.00021366953,0.0005812272,0.000021269312,0.0005424887,0.00008639999,0.000011680049],"category_scores_gemma":[0.00006760299,0.0001311125,0.00009552579,0.0009923923,0.00031158334,0.00032048716,0.00032035256,0.00021066947,0.0000016678698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059205294,0.00042720078,0.76523644,0.0008630711,0.000284849,0.00090255233,0.0015629105,0.15753789,0.0040651425,0.06576121,0.0019528987,0.0008138019],"study_design_scores_gemma":[0.0018546879,0.00046440965,0.95552325,0.00093055615,0.0002311822,0.000027029555,0.012245459,0.015419071,0.0016629107,0.0005850809,0.010556342,0.00050003594],"about_ca_topic_score_codex":0.109336324,"about_ca_topic_score_gemma":0.11691574,"teacher_disagreement_score":0.19028682,"about_ca_system_score_codex":0.0043719877,"about_ca_system_score_gemma":0.00026508808,"threshold_uncertainty_score":0.99945},"labels":[],"label_agreement":null},{"id":"W6998480705","doi":"","title":"Addressing Human Dimensions within the criteria for conservation and sustainable use of Ramsar Wetlands","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Wetland; Ramsar site; Livelihood; Sustainability; Ecosystem services; Wetland conservation; Vulnerability (computing); Government (linguistics); Sustainable development","score_opus":0.03250655190723302,"score_gpt":0.2452910917970582,"score_spread":0.2127845398898252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998480705","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":[0.99895144,0.0000061674214,0.0000183519,0.0002785177,0.00010503545,0.00048044455,0.000067532565,0.000024983128,0.000067539724],"genre_scores_gemma":[0.6745768,0.000016770087,0.0006364186,0.000009420442,0.000008897159,0.0000015933068,0.00067702396,0.000025282152,0.32404774],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991915,0.000054562566,0.00014171928,0.0002364542,0.00017256477,0.00020318382],"domain_scores_gemma":[0.99926645,0.0001054165,0.00030455625,0.00022098946,0.00005742167,0.00004517082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030443113,0.0001384293,0.00024986762,0.00008184049,0.0004885128,0.000035252575,0.00017004558,0.00013861655,0.00006126091],"category_scores_gemma":[0.00003796521,0.00012663721,0.00007041013,0.00015948655,0.00013029936,0.00026834555,0.00018519335,0.0000933703,0.000005028574],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022238966,0.0003967119,0.1343869,0.008410973,0.0006465548,0.00015633191,0.6398484,0.00534071,0.14867547,0.004770904,0.05336392,0.0017792124],"study_design_scores_gemma":[0.0019136994,0.0004691252,0.22275779,0.0009770312,0.00062533625,0.0000073895567,0.7177351,0.04955728,0.0013674756,0.0019105757,0.0018748484,0.0008043575],"about_ca_topic_score_codex":0.10432409,"about_ca_topic_score_gemma":0.34646913,"teacher_disagreement_score":0.3243746,"about_ca_system_score_codex":0.000071520844,"about_ca_system_score_gemma":0.000019640405,"threshold_uncertainty_score":0.9016403},"labels":[],"label_agreement":null},{"id":"W6998500979","doi":"","title":"Annual Adult Survivorship of Loggerhead Shrikes in Southeastern Alberta","year":2024,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Survivorship curve; Ectotherm; Population; Life history","score_opus":0.008492317279809211,"score_gpt":0.16925403956960278,"score_spread":0.16076172228979357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998500979","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":[0.97870153,0.000033704226,0.0017158723,0.00014799077,0.00032014764,0.00029698748,0.003723313,0.0000776566,0.014982773],"genre_scores_gemma":[0.9970549,0.000007599678,0.00016361871,0.000004501064,0.000027071223,8.4657536e-8,0.00009376405,0.00003018206,0.0026183035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767905,0.00008698464,0.00037058804,0.0006610068,0.00067017827,0.00053218345],"domain_scores_gemma":[0.9985042,0.00023848194,0.00029533138,0.0006130862,0.000087938184,0.00026091578],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027351847,0.00036432315,0.0007165619,0.00049924804,0.00017604312,0.000031262633,0.0011096954,0.00024861828,0.00045014796],"category_scores_gemma":[0.00004893962,0.00047142647,0.0004060786,0.0012000897,0.0008811106,0.001201003,0.0011206378,0.00037305482,0.00037760517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079020776,0.0001874703,0.91522044,0.00049186754,0.00018297213,0.00019414263,0.078094065,0.0016509808,0.00008459641,0.0009309062,0.00025823354,0.0019141057],"study_design_scores_gemma":[0.005267565,0.0010148195,0.49710208,0.001872359,0.00048363654,0.000037890222,0.45810527,0.027742187,0.00010848562,0.0009515863,0.004978521,0.0023355936],"about_ca_topic_score_codex":0.014719916,"about_ca_topic_score_gemma":0.04251238,"teacher_disagreement_score":0.41811836,"about_ca_system_score_codex":0.0001711456,"about_ca_system_score_gemma":0.000078629986,"threshold_uncertainty_score":0.99977374},"labels":[],"label_agreement":null},{"id":"W6998701617","doi":"","title":"Assessing the Breeding Success of the Western Grebe (Aechmophorus occidentalis) After 40 Years of Environmental Changes at Delta Marsh, Manitoba","year":2014,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Nest (protein structural motif); Delta; Marsh; Habitat; Vegetation (pathology); Wetland; Water level","score_opus":0.00883898079433906,"score_gpt":0.1841170508933874,"score_spread":0.17527807009904833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998701617","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":[0.99825794,0.000025428037,0.00012362392,0.00037948566,0.00018210492,0.00022529684,0.000060250222,0.000012100126,0.000733786],"genre_scores_gemma":[0.99954766,0.000033363875,0.00011040585,0.000038194925,0.00002502447,5.220055e-7,0.000005490948,0.000016453983,0.00022285724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986747,0.00013113541,0.00014146662,0.0002672593,0.0005326233,0.00025283225],"domain_scores_gemma":[0.9990137,0.00009061098,0.00034901383,0.00047988794,0.0000071990503,0.00005957635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000335644,0.00015475827,0.00024181794,0.000049577466,0.00021231562,0.000023282044,0.0007868683,0.00008705526,0.000091419424],"category_scores_gemma":[0.000009746582,0.0001383418,0.00013243721,0.00017065015,0.0004753352,0.0003472267,0.0017489967,0.00012314523,0.00004877788],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042606174,0.000043804805,0.98818827,0.00003755435,0.000023577355,0.000007048175,0.0004304483,0.00015425973,0.008422047,0.00000491092,0.00012947618,0.0025159735],"study_design_scores_gemma":[0.0003019682,0.000057896206,0.98961496,0.00007571657,0.000066649394,0.00001626272,0.006850033,0.0012168399,0.0006898381,0.000015735399,0.0009512023,0.00014288242],"about_ca_topic_score_codex":0.009401464,"about_ca_topic_score_gemma":0.58204687,"teacher_disagreement_score":0.5726454,"about_ca_system_score_codex":0.00032194628,"about_ca_system_score_gemma":0.0000053419226,"threshold_uncertainty_score":0.997195},"labels":[],"label_agreement":null},{"id":"W6999340114","doi":"","title":"Coastal wetlands of Fathom Five National Marine Park: Biodiversity values and threats","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Parks Canada; McMaster University; Ministry of Natural Resources","keywords":"Biodiversity; Wetland; Marine biodiversity; Ecosystem; Biodiversity conservation","score_opus":0.007766166523996659,"score_gpt":0.19024287484126975,"score_spread":0.18247670831727308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999340114","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":[0.40399358,0.000006690491,0.000580353,0.00012967826,0.00007131581,0.00013016988,0.00012237835,0.00002959905,0.59493625],"genre_scores_gemma":[0.7553506,0.00003430203,0.0005542671,0.000062152176,0.000007836072,2.644138e-7,0.00003360385,0.0000041085445,0.24395287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914515,0.000046359193,0.00011841738,0.0002924661,0.00021759741,0.00017998196],"domain_scores_gemma":[0.9996556,0.000055672957,0.00007300218,0.000120346966,0.000024589213,0.000070756076],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009773145,0.00013608937,0.00017744077,0.0000813159,0.00014331202,0.000018796833,0.0002179709,0.00007231515,0.017107027],"category_scores_gemma":[0.000009680756,0.00014280832,0.00005710327,0.00037964838,0.00018406841,0.00021773258,0.0011903499,0.00008207358,0.00004159592],"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":[0.00012794619,0.00006295337,0.93989635,0.000040701267,0.000050301267,0.000022059103,0.00020269687,0.0003391121,0.00016593268,0.0006253585,0.0013856426,0.05708097],"study_design_scores_gemma":[0.002625858,0.00015892489,0.9252747,0.00007158292,0.00012900865,0.000013355511,0.0023815697,0.007796041,0.00028992485,0.0035248364,0.05728583,0.00044835193],"about_ca_topic_score_codex":0.0011596236,"about_ca_topic_score_gemma":0.008877649,"teacher_disagreement_score":0.35135704,"about_ca_system_score_codex":0.00013621643,"about_ca_system_score_gemma":0.000022324304,"threshold_uncertainty_score":0.9837915},"labels":[],"label_agreement":null},{"id":"W6999941973","doi":"","title":"The effect of changing tidal energy over the spring-neap cycle on net sediment deposition in a hypertidal Bay of Fundy salt marsh creek","year":2013,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Dalhousie University; Fisheries and Oceans Canada; Department of Agriculture, Nova Scotia","keywords":"Bay; Salt marsh; Deposition (geology); Tidal power; Hydrology (agriculture); Estuary; Sediment","score_opus":0.002406675299644404,"score_gpt":0.1496210702942935,"score_spread":0.14721439499464908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999941973","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":[0.9793209,0.000017346263,0.0007832483,0.0002246103,0.00031364232,0.0005018162,0.000024925354,0.000037937825,0.01877561],"genre_scores_gemma":[0.9975626,0.000031855077,0.00007365727,0.00004005202,0.000044451295,0.0000017227329,0.00001957157,0.000012980244,0.0022131365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761456,0.00046552072,0.00031402335,0.0004610897,0.00066154764,0.0004832457],"domain_scores_gemma":[0.99860144,0.00042419147,0.0002916141,0.0004812527,0.00004565139,0.0001558675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041630233,0.00028441762,0.00031921934,0.0003358794,0.0009544436,0.000046477722,0.0007097533,0.00014652679,0.0001291845],"category_scores_gemma":[0.00002933408,0.00024375955,0.00023596897,0.0008095969,0.000647003,0.0004808597,0.00089920487,0.00028284758,0.000031525527],"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":[0.004177959,0.0011985389,0.6879038,0.00029153953,0.00060445577,0.0019073096,0.00079255586,0.19766983,0.022744542,0.07039068,0.0007340903,0.011584678],"study_design_scores_gemma":[0.0057099205,0.002624926,0.8349843,0.00068978954,0.00035314573,0.0002218958,0.0020443362,0.08742945,0.0072133285,0.00028406552,0.057039015,0.0014058443],"about_ca_topic_score_codex":0.03531213,"about_ca_topic_score_gemma":0.0062156552,"teacher_disagreement_score":0.14708047,"about_ca_system_score_codex":0.0030679225,"about_ca_system_score_gemma":0.00008736578,"threshold_uncertainty_score":0.9940226},"labels":[],"label_agreement":null},{"id":"W7000890762","doi":"","title":"The Green Zone - Hour 1 - Winnipeg Jets Clinch Playoff Spot","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tower; Window (computing); Cooling tower; Closure (psychology)","score_opus":0.005041158463114563,"score_gpt":0.1760877882485462,"score_spread":0.17104662978543164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000890762","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":[0.0002562347,0.00007962831,8.332932e-7,0.00026637112,0.000539584,0.0005373495,0.00023502354,0.00037961797,0.99770534],"genre_scores_gemma":[0.001115015,0.0003438229,0.00015249963,0.000102547696,0.00016934765,0.000023452321,0.00009139185,0.00027360482,0.99772835],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775606,0.00007552742,0.00072271016,0.00027473294,0.00069403613,0.00047695852],"domain_scores_gemma":[0.9983666,0.00023137737,0.00062439893,0.0006067941,0.000022752643,0.00014805575],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047471022,0.00037742814,0.0003855469,0.000041561343,0.00018825583,0.00007657038,0.00067655294,0.00037473268,0.27741623],"category_scores_gemma":[0.00009464352,0.00029895845,0.0001767916,0.000019769386,0.00021228571,3.723728e-7,0.00046086614,0.00031499087,0.098387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044126922,0.000019782256,0.00005404054,0.00011672633,0.00004234396,0.000023686403,0.00008123181,0.00061387214,1.7392223e-7,0.0000066496837,0.9899696,0.009027761],"study_design_scores_gemma":[0.00031535994,0.00008207863,0.0001682625,0.00014338356,0.00003468936,0.00005582068,0.00007865478,0.00029894678,9.140734e-7,0.000011073366,0.99847203,0.00033878462],"about_ca_topic_score_codex":0.046240643,"about_ca_topic_score_gemma":0.15153635,"teacher_disagreement_score":0.17902924,"about_ca_system_score_codex":0.00014390054,"about_ca_system_score_gemma":0.000013182518,"threshold_uncertainty_score":0.99994624},"labels":[],"label_agreement":null},{"id":"W7007947803","doi":"","title":"Assessing how invasive cattail treatment affects methane emissions in Lake Ontario meadow marshes","year":2024,"lang":"en","type":"dissertation","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Marsh; Wetland; Methane; Mesocosm; Greenhouse gas; Biomass (ecology); Ecosystem; Hydrology (agriculture)","score_opus":0.014175202227110616,"score_gpt":0.20453474811403577,"score_spread":0.19035954588692516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007947803","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":[0.8681514,0.000072692,0.000015525822,0.000024273028,0.001315609,0.0007661228,0.00018993799,0.00011711101,0.12934732],"genre_scores_gemma":[0.63731307,0.000008698796,0.000056063138,0.0000013934106,0.00002497058,0.0000019426425,0.00095503667,0.000043556964,0.36159524],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.997207,0.000103068334,0.00046888486,0.0009679993,0.00070773327,0.0005453302],"domain_scores_gemma":[0.9981984,0.00014793458,0.0006314402,0.0005548503,0.00003279938,0.0004345991],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014135418,0.0006146565,0.00093502784,0.00030273205,0.00018159724,0.00041830496,0.0004832379,0.00036141105,0.00020183984],"category_scores_gemma":[0.000024045636,0.0006365686,0.00041761293,0.0004181072,0.00008971755,0.0010696952,0.00021579357,0.0003504618,0.0001860797],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011658195,0.0009885267,0.7978462,0.0075336047,0.0016329949,0.02216267,0.09283606,0.002279926,0.0070654405,0.000020052383,0.040527377,0.025941333],"study_design_scores_gemma":[0.006466081,0.0030292983,0.36672598,0.020668576,0.0026232456,0.0015192293,0.38232195,0.00080583786,0.006215238,0.00019133405,0.20310016,0.0063330745],"about_ca_topic_score_codex":0.05965464,"about_ca_topic_score_gemma":0.88810265,"teacher_disagreement_score":0.82844806,"about_ca_system_score_codex":0.004132262,"about_ca_system_score_gemma":0.0013579174,"threshold_uncertainty_score":0.9996907},"labels":[],"label_agreement":null},{"id":"W7010318689","doi":"","title":"Hydrology of the Delta Marsh Watershed: water balance characterization and analysis of land use changes","year":2017,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydrology (agriculture); Marsh; Surface runoff; Water balance; Evapotranspiration; Delta; Watershed; Wetland","score_opus":0.007983337459265384,"score_gpt":0.1756268939059251,"score_spread":0.1676435564466597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010318689","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":[0.9990006,0.000004509668,0.000053177562,0.00017841192,0.000095590396,0.00015006111,0.00023204813,0.000004881453,0.00028070703],"genre_scores_gemma":[0.9963791,0.00011086284,0.00003057554,0.0000045913785,0.0000049598634,2.2256228e-7,0.00102998,0.000007635443,0.00243207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993269,0.00005270771,0.0000912545,0.00021303653,0.00018446642,0.0001316233],"domain_scores_gemma":[0.9991706,0.000020851816,0.00039818816,0.00035801923,0.000023833822,0.00002852256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010930391,0.000118908654,0.00036311263,0.000117352414,0.00012249022,0.000010386306,0.00033734206,0.00015060083,0.00005709055],"category_scores_gemma":[0.000010067644,0.00009741702,0.00009169191,0.00011178747,0.00013030245,0.00015748771,0.0002008056,0.000072401024,0.000003990828],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008628845,0.00002141718,0.9718121,0.00011835649,0.00020027155,0.0000023936245,0.0007397072,0.00011213689,0.02621018,0.0000029717676,0.000021756643,0.00067240937],"study_design_scores_gemma":[0.00015678343,0.000032340846,0.9904456,0.000039203554,0.00058415724,7.4504874e-7,0.00056468457,0.0064491904,0.001059395,0.0000060055213,0.000563403,0.00009845195],"about_ca_topic_score_codex":0.009528284,"about_ca_topic_score_gemma":0.80458564,"teacher_disagreement_score":0.79505736,"about_ca_system_score_codex":0.000041046547,"about_ca_system_score_gemma":0.000004538524,"threshold_uncertainty_score":0.99706733},"labels":[],"label_agreement":null},{"id":"W7010733738","doi":"","title":"Invasion dynamics of exotic and native common reed in fresh water wetlands","year":2011,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Introduced species; Haplotype; Invasive species; Wildlife; Wetland; Native plant; Phragmites; Population","score_opus":0.01364955358793223,"score_gpt":0.20627010429409007,"score_spread":0.19262055070615783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010733738","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":[0.90924466,0.000023517678,1.311024e-7,0.000005097507,0.0004012608,0.00062519923,0.00056247035,0.0000509008,0.08908678],"genre_scores_gemma":[0.9941121,0.00012657903,0.00014699927,0.000031610154,0.0000076456045,0.000054327975,0.0016566529,0.000116219,0.0037478867],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965398,0.0002794659,0.000989512,0.0009169832,0.0006377542,0.0006365363],"domain_scores_gemma":[0.99852264,0.0001308056,0.00045796487,0.0006112482,0.00004952521,0.0002278177],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008407082,0.00061924144,0.0008607206,0.0003252434,0.00032771524,0.000033860873,0.00059028243,0.0006963491,0.0006898173],"category_scores_gemma":[0.00012756357,0.0005405349,0.00015931997,0.00037281433,0.000116738775,0.00058833964,0.00055245653,0.0009902293,0.00017842742],"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":[0.005592051,0.0046043857,0.28985238,0.007245831,0.0009330987,0.0017376791,0.0013084206,0.00093245314,0.22954467,0.07572111,0.000027997525,0.3824999],"study_design_scores_gemma":[0.01279557,0.0025571666,0.53423566,0.0063885082,0.0010173625,0.00049562973,0.005655545,0.013751392,0.14862639,0.2601378,0.0052720597,0.0090669105],"about_ca_topic_score_codex":0.0060765883,"about_ca_topic_score_gemma":0.40485072,"teacher_disagreement_score":0.39877415,"about_ca_system_score_codex":0.00083916215,"about_ca_system_score_gemma":0.000009978659,"threshold_uncertainty_score":0.9997046},"labels":[],"label_agreement":null},{"id":"W7011618082","doi":"","title":"The mountain, the main, and the monuments: representations of Montreal in the Anglo-Quebec novel, 1945-2014","year":2015,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Politics; Representation (politics); Mythology; Key (lock); Self representation; Postcolonialism (international relations); Perspective (graphical); Identity (music)","score_opus":0.007743711659796078,"score_gpt":0.22875181160536573,"score_spread":0.22100809994556966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011618082","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":[0.93235797,0.0002926448,4.616369e-7,0.0004910828,0.0004496705,0.0019016345,0.00076190155,0.000033319357,0.06371133],"genre_scores_gemma":[0.99077994,0.00041831197,0.000037358834,0.00025637387,0.000032699045,0.00039743312,0.0003056524,0.00007084569,0.0077013746],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9954935,0.0009527688,0.000960774,0.00070515246,0.0012791316,0.00060872117],"domain_scores_gemma":[0.9962229,0.0013886711,0.0007325594,0.0014387192,0.00009094002,0.00012622184],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004099214,0.00052042014,0.00049334206,0.000077914076,0.0016985588,0.0002361459,0.0017481408,0.0002947371,0.00008812834],"category_scores_gemma":[0.00081091566,0.00025090386,0.0002203667,0.00063683925,0.00044066037,0.00048341203,0.00050484366,0.0010682506,0.00010560346],"study_design_candidate":"theoretical_or_conceptual","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":[0.008459763,0.0028264455,0.018940024,0.00090363866,0.0022515492,0.00024276481,0.009594423,0.016521672,0.018757185,0.38369957,0.0056366357,0.5321663],"study_design_scores_gemma":[0.015240701,0.00052473886,0.42475197,0.0008281187,0.0015786994,0.0004042171,0.08779975,0.0098821,0.001159397,0.26117426,0.19309083,0.0035652209],"about_ca_topic_score_codex":0.09395022,"about_ca_topic_score_gemma":0.7303043,"teacher_disagreement_score":0.6363541,"about_ca_system_score_codex":0.000855104,"about_ca_system_score_gemma":0.00003944073,"threshold_uncertainty_score":0.99999434},"labels":[],"label_agreement":null},{"id":"W7014470466","doi":"","title":"Physico-chemical assessment of sediments of Tamarindo estuary and its tributaries, Guanacaste, Costa Rica","year":2012,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Estuary; Tributary; Sediment; Sampling (signal processing); Pollution; Dry season; Wet season","score_opus":0.014519784190930229,"score_gpt":0.24023035278455288,"score_spread":0.22571056859362265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014470466","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":[0.9626996,0.0001415783,0.0007151963,0.00067455275,0.00029389386,0.0004307201,0.00012109602,0.00005765687,0.03486569],"genre_scores_gemma":[0.997544,0.000046395835,0.0020056919,0.000032714077,0.00011006734,0.000057269903,0.00012668349,0.000028101029,0.000049097238],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99734885,0.00018008267,0.0006701293,0.0004299171,0.00078923354,0.0005818094],"domain_scores_gemma":[0.99847156,0.00019596868,0.00045448233,0.00038421972,0.00008541384,0.0004083714],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005392398,0.00031105388,0.0004924561,0.00012503452,0.00018746476,0.000035488385,0.00037696568,0.00024469336,0.00008166349],"category_scores_gemma":[0.00016628171,0.00029537646,0.0001265669,0.00047345198,0.00003939731,0.00053958513,0.0006988621,0.00031445027,0.0000074492714],"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":[0.0003758205,0.0031670567,0.3951534,0.0004772087,0.00038048596,0.000040356314,0.0021998892,0.0003246501,0.14354864,0.44868237,0.0007824577,0.004867644],"study_design_scores_gemma":[0.0035099778,0.00028176486,0.6240615,0.00024188,0.00028230835,0.0008175381,0.0006353363,0.010938514,0.020285377,0.00038222384,0.3374254,0.0011381517],"about_ca_topic_score_codex":0.000008516355,"about_ca_topic_score_gemma":0.000057313457,"teacher_disagreement_score":0.44830015,"about_ca_system_score_codex":0.0005438582,"about_ca_system_score_gemma":0.00011295239,"threshold_uncertainty_score":0.9999498},"labels":[],"label_agreement":null},{"id":"W7014930130","doi":"","title":"Riparian vegetational biodiversity and environmental gradients in Southwestern Ontario created wetlands","year":2024,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Wetland; Biodiversity; Riparian zone; Vegetation (pathology); Ecoregion; Transect; Habitat; Ecosystem","score_opus":0.0084430009220339,"score_gpt":0.1714574998853267,"score_spread":0.1630144989632928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014930130","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":[0.99631655,0.0000399958,0.000020958898,0.000113701615,0.00013615414,0.00019037268,0.00020046753,0.000041466847,0.0029403048],"genre_scores_gemma":[0.9968237,0.000014460717,0.00013917437,0.000028454002,0.000008533669,3.342765e-7,0.00019429269,0.000009939114,0.0027810556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985013,0.00008129613,0.00016734147,0.000538872,0.00038702996,0.0003241576],"domain_scores_gemma":[0.99946856,0.000049982787,0.000071748655,0.00021217781,0.0000042047377,0.00019331681],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032663118,0.00020188214,0.0002299939,0.0001972154,0.0002591805,0.00004830487,0.0002968753,0.00016252263,0.002601887],"category_scores_gemma":[0.0000072594944,0.00024305706,0.000098881756,0.00026348679,0.00025118465,0.0007773208,0.00061426783,0.00032637792,0.0007029744],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010724667,0.00007642672,0.99402857,0.000028322696,0.000036211888,0.00014034567,0.0036634493,0.00011401571,0.0012177881,0.000014424089,0.000054040913,0.0005191763],"study_design_scores_gemma":[0.0008844737,0.00007108945,0.99419504,0.000064044085,0.000049554685,0.000032884982,0.00067157735,0.0010156145,0.000034181798,0.00014555076,0.0025884348,0.00024757237],"about_ca_topic_score_codex":0.013865982,"about_ca_topic_score_gemma":0.32767722,"teacher_disagreement_score":0.31381124,"about_ca_system_score_codex":0.0008441609,"about_ca_system_score_gemma":0.000029843224,"threshold_uncertainty_score":0.99830985},"labels":[],"label_agreement":null},{"id":"W7015232056","doi":"","title":"Salt marsh sedimentation over the past c. 120 years along the west Cotentin coast of Normandy (France): relationship to sea-level rise and sediment supply","year":2003,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Salt marsh; Estuary; Marsh; Sediment; Accretion (finance); Sedimentation; Brackish marsh; Bay","score_opus":0.009835511345066623,"score_gpt":0.19103101261454458,"score_spread":0.18119550126947795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015232056","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":[0.99605364,0.000008537781,0.0019663987,0.00031096264,0.00007871184,0.0004751555,0.000115171526,0.0000117688805,0.0009796289],"genre_scores_gemma":[0.998319,0.000009523394,0.0007217806,0.000039568597,0.000007826034,0.0000013743384,0.000015264754,0.000009020162,0.00087664963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989376,0.000113093585,0.00016861258,0.00024079686,0.00034979972,0.00019010414],"domain_scores_gemma":[0.9993129,0.00010089572,0.0001732002,0.0003040045,0.00001754036,0.000091492286],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005190943,0.00011594099,0.00014470334,0.00004565187,0.0002491571,0.000016172942,0.000258698,0.000054784516,0.0016287962],"category_scores_gemma":[0.000020563612,0.00010182501,0.00006181652,0.00024059233,0.00022277083,0.0001671787,0.00031444017,0.00013146365,0.00021871654],"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":[0.00003184818,0.000044808472,0.99196696,0.000016564094,0.00001943851,0.0000027273836,0.005227579,0.000932963,0.00029792936,0.00014727343,0.00053947914,0.0007724174],"study_design_scores_gemma":[0.00061478466,0.000032589858,0.9909652,0.000026148487,0.000032283086,0.000005078105,0.005201246,0.00068038196,0.00007368749,0.00008889545,0.0021687844,0.000110945046],"about_ca_topic_score_codex":0.004632288,"about_ca_topic_score_gemma":0.007450715,"teacher_disagreement_score":0.002818427,"about_ca_system_score_codex":0.00008660021,"about_ca_system_score_gemma":0.000013769329,"threshold_uncertainty_score":0.99928385},"labels":[],"label_agreement":null},{"id":"W7017684969","doi":"","title":"Carbon cycling and storage in a temperate freshwater marsh in eastern Ontario","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Temperate climate; Marsh; Cycling; Carbon cycle; Carbon fibers; Ectotherm","score_opus":0.00877712796185013,"score_gpt":0.2056808954103666,"score_spread":0.19690376744851648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017684969","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":[0.92617774,0.00005368266,2.8852272e-8,0.0000068805575,0.00066572067,0.00072557863,0.0002571607,0.000057165595,0.072056055],"genre_scores_gemma":[0.9692354,0.000049756738,0.000137278,0.0000631426,0.000010468427,0.00011810902,0.00040597215,0.000087301254,0.02989254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961001,0.00026336263,0.0010305134,0.0012735844,0.00054500176,0.00078740815],"domain_scores_gemma":[0.9988456,0.00009254463,0.0002873676,0.00054637715,0.000021240372,0.00020688315],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008962404,0.00068952003,0.00077313464,0.00044542277,0.0002503252,0.000109395936,0.0004844544,0.0006757765,0.00042618514],"category_scores_gemma":[0.00011474719,0.0007405032,0.00012215482,0.0005258356,0.00003513077,0.00048232917,0.00046596894,0.0015957912,0.00011475617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013244603,0.00083940686,0.8305046,0.0017821471,0.00019981909,0.0015429085,0.00063857756,0.006007896,0.056796186,0.0010958923,0.0000046500118,0.09926345],"study_design_scores_gemma":[0.010117387,0.00056003715,0.8836212,0.009281026,0.0004053977,0.000119217395,0.0025161935,0.022579545,0.009331805,0.013852634,0.03964161,0.0079739485],"about_ca_topic_score_codex":0.18974051,"about_ca_topic_score_gemma":0.98871,"teacher_disagreement_score":0.79896945,"about_ca_system_score_codex":0.0031947154,"about_ca_system_score_gemma":0.000042762367,"threshold_uncertainty_score":0.9995046},"labels":[],"label_agreement":null},{"id":"W7018016913","doi":"","title":"Controls on Water Table Fluctuations in Two Salt Marshes on New Brunswick’s Baie des Chaleurs","year":2022,"lang":"en","type":"other","venue":"eScholarship@McGill (McGill)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Table (database); Salt marsh; Salt water; Hydrology (agriculture); Water table","score_opus":0.012498863071678024,"score_gpt":0.22177134555970374,"score_spread":0.2092724824880257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018016913","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":[0.25333625,0.00006633086,0.0000010460095,0.00007991177,0.00073100696,0.0013564219,0.0010423431,0.00036159853,0.74302506],"genre_scores_gemma":[0.447138,0.00013912255,0.00038544636,0.0007376951,0.00009422005,0.00016648615,0.00045568772,0.0009020144,0.5499813],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950495,0.0004381004,0.0007202635,0.0014489194,0.0010891508,0.0012541125],"domain_scores_gemma":[0.99783874,0.00021949975,0.00029693605,0.001172056,0.000012604158,0.0004601872],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00084011233,0.0008857889,0.00084239873,0.00048722906,0.00073039293,0.00010290153,0.0010130634,0.00034442462,0.052041285],"category_scores_gemma":[0.00021415118,0.00079139427,0.00024535574,0.00057685963,0.00014626465,0.00036681833,0.0008694416,0.001318229,0.0071513196],"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":[0.002788488,0.008073289,0.07947887,0.0016092471,0.0018501894,0.002971965,0.00019996404,0.09230031,0.07974231,0.1573853,0.0337803,0.5398198],"study_design_scores_gemma":[0.0030579665,0.0004447949,0.007629891,0.000442864,0.000088993445,0.00003587002,0.00005616102,0.0002988941,0.0012230907,0.0102818785,0.9747463,0.0016933333],"about_ca_topic_score_codex":0.02900405,"about_ca_topic_score_gemma":0.27600813,"teacher_disagreement_score":0.94096595,"about_ca_system_score_codex":0.0027708362,"about_ca_system_score_gemma":0.000045931018,"threshold_uncertainty_score":0.9994537},"labels":[],"label_agreement":null},{"id":"W7018827134","doi":"","title":"Engineered floating wetlands as a secondary oil spill remediation strategy for freshwater shorelines","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada; Mitacs; Genome Canada; Canadian Association of Petroleum Producers; Genome Prairie; U.S. Environmental Protection Agency; McGill University; National Research Council Canada; Northwestern University","keywords":"Microcosm; Phenanthrene; Environmental remediation; Wetland; Dominance (genetics); Oil spill; Abiotic component; Vegetation (pathology)","score_opus":0.008807747100886859,"score_gpt":0.19798242059705712,"score_spread":0.18917467349617026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018827134","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":[0.98188823,0.00007747651,0.00027421306,0.00020557952,0.0008030984,0.0002665711,0.00032081688,0.00009452699,0.016069466],"genre_scores_gemma":[0.9692049,0.00015904504,0.0020737236,0.000013638522,0.00021919266,0.0000029619482,0.004837683,0.00007714729,0.023411732],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987876,0.000023174533,0.00017326641,0.00042720974,0.0003202381,0.00026854695],"domain_scores_gemma":[0.9994118,0.00005169735,0.00018534435,0.00022355578,0.00004115133,0.000086453976],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018400211,0.00025278877,0.00031129,0.00014416325,0.00015262452,0.000041142346,0.00030081416,0.00028760932,0.00026578578],"category_scores_gemma":[0.000026229767,0.0002970213,0.00017920417,0.00018375585,0.000032120668,0.00018258263,0.00011418432,0.00024276983,0.0003154017],"study_design_candidate":"simulation_or_modeling","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":[0.005419504,0.00094411423,0.11112324,0.034767568,0.0026734897,0.0010476196,0.034165923,0.08435205,0.11077776,0.0025148364,0.29631922,0.3158947],"study_design_scores_gemma":[0.0047405795,0.0015238391,0.15183237,0.0024096197,0.0017330933,0.00005039205,0.17563654,0.4878904,0.0027011943,0.0037728266,0.16386124,0.0038479003],"about_ca_topic_score_codex":0.004844898,"about_ca_topic_score_gemma":0.9030215,"teacher_disagreement_score":0.89817667,"about_ca_system_score_codex":0.0002455311,"about_ca_system_score_gemma":0.000050055467,"threshold_uncertainty_score":0.9999482},"labels":[],"label_agreement":null},{"id":"W7023438928","doi":"","title":"Paradise is Dynamic: Florida's Changing Landscape","year":2024,"lang":"en","type":"article","venue":"Journal of International Crisis and Risk Communication Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Bay; Quarter (Canadian coin); Paradise; TRIPS architecture; Blackwater; Mangrove; Marsh","score_opus":0.018952756665185675,"score_gpt":0.3431325625618576,"score_spread":0.3241798058966719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023438928","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":[0.9805363,0.003988575,0.0011462831,0.0077010226,0.00032017357,0.000089485155,0.000034343047,0.000013303275,0.0061705345],"genre_scores_gemma":[0.9725887,0.025708394,0.0007577626,0.000036876656,0.00006705876,0.0000042635056,0.0000067532605,0.000010633163,0.00081956707],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985167,0.00018697663,0.00032430055,0.00012700702,0.0006771402,0.0001678706],"domain_scores_gemma":[0.99917,0.0002839001,0.00010880467,0.00023671312,0.00010683336,0.00009376173],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002539342,0.000071298404,0.00010791094,0.0003370419,0.00021994076,0.00025469362,0.000556039,0.00004421537,0.0010674823],"category_scores_gemma":[0.00008846026,0.000053406635,0.000075542266,0.00033769268,0.00007188935,0.00034450935,0.0005279615,0.00052427297,0.00011573703],"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":[0.00034164215,0.00031991344,0.5869601,0.00012654737,0.00075158884,0.00012137862,0.015622469,0.0023899241,0.0007114673,0.0040591797,0.18888874,0.19970706],"study_design_scores_gemma":[0.0006175546,0.00021347357,0.10705388,0.00040575274,0.00005550589,0.00039681647,0.007003007,0.58659095,0.000107662876,0.01038727,0.28689244,0.00027568778],"about_ca_topic_score_codex":0.00025227436,"about_ca_topic_score_gemma":0.0002498023,"teacher_disagreement_score":0.58420104,"about_ca_system_score_codex":0.00016733735,"about_ca_system_score_gemma":0.000019252824,"threshold_uncertainty_score":0.9998457},"labels":[],"label_agreement":null},{"id":"W7024092555","doi":"","title":"Quantifying Waterfowl Use and Habitat Characteristics Following Wetland Restoration in Lake Ontario Coastal Wetlands at Braddock Bay Wildlife Management","year":2024,"lang":"en","type":"dissertation","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Waterfowl; Bay; Habitat; Wetland; Flyway; Marsh; Dredging; Wildlife","score_opus":0.012872530691617305,"score_gpt":0.19030423392063733,"score_spread":0.17743170322902002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024092555","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":[0.9833283,0.000012341849,0.000032763142,0.00001327033,0.0017986132,0.00066288817,0.00032009813,0.000096275566,0.013735484],"genre_scores_gemma":[0.80121106,0.000013433859,0.000062730425,0.0000044560893,0.00002726639,0.0000013792691,0.0026378597,0.000051995026,0.19598985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709564,0.000062364954,0.0007779527,0.0008838154,0.0007084257,0.00047179408],"domain_scores_gemma":[0.9986844,0.000059743576,0.0005170751,0.00042256212,0.00002552156,0.00029068528],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018890764,0.0005101466,0.0007313559,0.00028734028,0.00026622112,0.00044382838,0.00031041622,0.00026379415,0.000043901204],"category_scores_gemma":[0.0000096751155,0.0005709345,0.00024709525,0.0002478239,0.000066097244,0.0011026261,0.00043665184,0.00031510496,0.00012570502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047470737,0.00005330403,0.98450804,0.0013159437,0.00018707241,0.0025754783,0.005674215,0.000112340356,0.00021156581,0.0000062318927,0.0043849233,0.00049620325],"study_design_scores_gemma":[0.0013226795,0.00026735986,0.92162275,0.0028061918,0.0003825568,0.00019526336,0.008956601,0.0007439854,0.000038427203,0.000010552906,0.062591396,0.0010622223],"about_ca_topic_score_codex":0.013235274,"about_ca_topic_score_gemma":0.91526717,"teacher_disagreement_score":0.9020319,"about_ca_system_score_codex":0.0013518985,"about_ca_system_score_gemma":0.00014175085,"threshold_uncertainty_score":0.9996742},"labels":[],"label_agreement":null},{"id":"W7025152419","doi":"","title":"Vestas wins service renewal deal for three Canadian projects","year":2014,"lang":"en","type":"other","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Service (business); Government (linguistics); Work (physics)","score_opus":0.010590415928796728,"score_gpt":0.1979518070058523,"score_spread":0.18736139107705557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025152419","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":[0.0004983046,0.000008225966,0.0011422029,0.000381909,0.0002884272,0.0011123142,0.00026348437,0.00012888122,0.99617624],"genre_scores_gemma":[0.0120870145,0.0000042210963,0.004200976,0.0012622322,0.00040270502,0.00014718407,0.00035855596,0.0005616053,0.9809755],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987021,0.000014990177,0.00015370052,0.00043735188,0.00018478827,0.00050708273],"domain_scores_gemma":[0.99915904,0.00002234661,0.00008905447,0.00041470982,0.0000048135043,0.00031006645],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012818367,0.0002561577,0.00024125316,0.000088104716,0.00007791371,0.000039319733,0.000399072,0.00039675733,0.010606195],"category_scores_gemma":[0.000008745021,0.00022561457,0.000057442052,0.00014197463,0.000026064577,0.00003245844,0.0001492586,0.00011846458,0.00274425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070697215,0.000015019055,0.008816572,0.00016337466,0.000029555533,0.0000054986604,0.000052362306,0.00008747807,0.000012345923,0.00031996725,0.9856789,0.004811826],"study_design_scores_gemma":[0.0002186204,0.000046358553,0.0010805832,0.000054582953,0.000021106629,0.0000071179834,0.00001520685,0.0068128756,0.0000012430294,0.00023538289,0.9911561,0.0003508346],"about_ca_topic_score_codex":0.8485281,"about_ca_topic_score_gemma":0.99971956,"teacher_disagreement_score":0.15119143,"about_ca_system_score_codex":0.00035666535,"about_ca_system_score_gemma":0.00010166198,"threshold_uncertainty_score":0.9980322},"labels":[],"label_agreement":null},{"id":"W7027088375","doi":"","title":"Belowground plant material and its contribution to soil volume in a St. Lawrence salt marsh, QC, Canada","year":2021,"lang":"en","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Volume (thermodynamics); Hydrology (agriculture); Human use; Plant cultivation","score_opus":0.007845374997011045,"score_gpt":0.20693308951571393,"score_spread":0.19908771451870289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027088375","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":[0.9824209,0.00017538063,0.00006866086,0.0020122803,0.002047404,0.00080867804,0.0012350689,0.000088363464,0.01114324],"genre_scores_gemma":[0.99125385,0.00010263522,0.0001659626,0.00012108929,0.0002381697,0.0002795467,0.005927305,0.000057704136,0.0018537542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99594635,0.00027271587,0.00084503397,0.0010782027,0.0010123625,0.00084530853],"domain_scores_gemma":[0.9984119,0.000102570484,0.0003796881,0.0004117623,0.00014170747,0.0005523921],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004603765,0.00057754025,0.0006848302,0.00022066405,0.00042782282,0.0002894145,0.0005023093,0.0006117586,0.00028193157],"category_scores_gemma":[0.00035719087,0.0006217876,0.00009630779,0.00061780534,0.000009266801,0.0003333072,0.00037367974,0.000579327,0.00001868261],"study_design_candidate":"not_applicable","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":[0.010021445,0.004355339,0.0712244,0.0052478453,0.0013998741,0.013683842,0.015208813,0.0081791915,0.103164345,0.70800257,0.045984987,0.013527361],"study_design_scores_gemma":[0.0013142093,0.00010518146,0.09851591,0.00075541146,0.00009973583,0.0009817545,0.00073276483,0.0033423943,0.0014488496,0.00013483108,0.89118505,0.0013839075],"about_ca_topic_score_codex":0.0048875976,"about_ca_topic_score_gemma":0.9257273,"teacher_disagreement_score":0.92083967,"about_ca_system_score_codex":0.002846124,"about_ca_system_score_gemma":0.0009162906,"threshold_uncertainty_score":0.99962336},"labels":[],"label_agreement":null},{"id":"W7027197548","doi":"","title":"Carbon storage in tidal marsh sediments in the Bay of Fundy : the role of vegetation and depth","year":2021,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bay; Marsh; Vegetation (pathology); Salt marsh; Hydrology (agriculture); Carbon fibers","score_opus":0.004208491599983105,"score_gpt":0.1602760881132901,"score_spread":0.156067596513307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027197548","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":[0.9331196,0.000056303677,0.00010182931,0.0001456902,0.00011438625,0.0002515309,0.0000164242,0.000010402524,0.06618386],"genre_scores_gemma":[0.9989758,0.00003782448,0.00012487441,0.00002427564,0.000014064362,2.9940944e-7,0.000024206447,0.0000051894144,0.00079344574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983125,0.00042028367,0.00023099803,0.00034809244,0.0004596678,0.00022845858],"domain_scores_gemma":[0.99923575,0.00016788697,0.00017643586,0.00030875337,0.000042982876,0.00006822006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036203585,0.00016572344,0.00022153581,0.00023804324,0.0002493444,0.000015158275,0.00042302595,0.00010664207,0.00002852161],"category_scores_gemma":[0.00002909243,0.00015369273,0.000088327455,0.0008614209,0.00045575752,0.00031530013,0.00056391244,0.00025378738,0.0000032282674],"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":[0.00042381344,0.0005110229,0.92967546,0.00009102407,0.000071442155,0.0019063473,0.0019339579,0.031871796,0.004248092,0.02768925,0.000019615327,0.0015581932],"study_design_scores_gemma":[0.0014191067,0.00012874862,0.9600956,0.00013512824,0.00008211009,0.0001373046,0.006950218,0.0117008025,0.0004903759,0.0003438464,0.018225832,0.00029093993],"about_ca_topic_score_codex":0.005948301,"about_ca_topic_score_gemma":0.014142206,"teacher_disagreement_score":0.06585624,"about_ca_system_score_codex":0.0016704684,"about_ca_system_score_gemma":0.00017626285,"threshold_uncertainty_score":0.89920914},"labels":[],"label_agreement":null},{"id":"W7027246602","doi":"","title":"CaractÃ©risation pÃ©trologique et Ã©tude gÃ©ologique de la provenance d'artefacts en basalte du troisiÃ¨me millÃ©naire av. J.-C. du nord-est de la Syrie","year":2000,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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); Table (database); Identification (biology)","score_opus":0.0010896606666815417,"score_gpt":0.13818530798989298,"score_spread":0.13709564732321144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027246602","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":[0.31866634,0.00027957797,0.0005444021,0.0060839388,0.00021401861,0.00061866775,0.0011337141,0.00003559892,0.6724237],"genre_scores_gemma":[0.9498712,0.0035455083,0.0018003151,0.0025472094,0.00018259937,0.00006246386,0.000070700095,0.00014175799,0.041778263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950509,0.0015362989,0.0005618246,0.00070306467,0.0012858318,0.00086209655],"domain_scores_gemma":[0.9968453,0.0016815087,0.00048061108,0.00041642817,4.991149e-7,0.00057563785],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017953191,0.00063159957,0.0006337966,0.0000439996,0.00023780293,0.00009434291,0.0006348427,0.00035965088,0.0010583337],"category_scores_gemma":[0.00004286954,0.00062669005,0.00009815975,0.00010657074,0.0004458112,0.000459723,0.00035666136,0.0007303805,2.7215776e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001124539,0.00040354286,0.8614637,0.0010664199,0.0004097444,0.0018508547,0.0015815687,0.018240325,0.024006894,0.049447685,0.0104628755,0.0299418],"study_design_scores_gemma":[0.00075806666,0.00025999124,0.6415383,0.0004884401,0.00008449828,0.00021899627,0.0006895872,0.019802226,0.0029623134,0.0015630842,0.33079436,0.00084014266],"about_ca_topic_score_codex":0.047750082,"about_ca_topic_score_gemma":0.3761875,"teacher_disagreement_score":0.63120484,"about_ca_system_score_codex":0.00023923253,"about_ca_system_score_gemma":0.0026272018,"threshold_uncertainty_score":0.99985486},"labels":[],"label_agreement":null},{"id":"W7027358431","doi":"","title":"Complementary slip distribution of the August 4, 2003 Mw 7.6 and November 17, 2013 Mw 7.8 South Scotia Ridge earthquakes","year":2014,"lang":"en","type":"article","venue":"Open Repository and Bibliography (University of Luxembourg)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Slip (aerodynamics); Ridge; Distribution (mathematics); Nova scotia; Seismotectonics","score_opus":0.006327653452062492,"score_gpt":0.17606794047490146,"score_spread":0.16974028702283897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027358431","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":[0.98939496,0.00004896365,0.0004390711,0.00010708076,0.000106933556,0.00038660312,0.00019243619,0.000009715724,0.009314209],"genre_scores_gemma":[0.9989803,0.000076496544,0.00024922102,0.000023865236,0.00001374118,4.432325e-7,0.00003880234,0.0000054785633,0.0006116412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989959,0.00012833212,0.00016319046,0.00028442402,0.00024821065,0.00017997103],"domain_scores_gemma":[0.9992999,0.000034008634,0.00023566108,0.0002847995,0.000035880625,0.00010976277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034621943,0.0001296584,0.00022670088,0.000381252,0.00043888346,0.00006905683,0.00041173387,0.00006799161,0.0002547718],"category_scores_gemma":[0.0000011156683,0.000114718576,0.00009091757,0.0029766115,0.00045225708,0.0004642694,0.00086811965,0.00009960198,0.0000048517913],"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":[0.000057078916,0.00006233421,0.9739467,0.000043355172,0.000043339624,0.0000022717306,0.00016843328,0.00004416295,0.00077004,0.00010481862,0.024439886,0.00031761633],"study_design_scores_gemma":[0.00062382437,0.00010471363,0.98582613,0.00005786174,0.00007974917,0.000016702808,0.00088947994,0.00065628847,0.00014486104,0.00007418098,0.011369008,0.00015721981],"about_ca_topic_score_codex":0.01349825,"about_ca_topic_score_gemma":0.0028717818,"teacher_disagreement_score":0.0130708795,"about_ca_system_score_codex":0.000011229132,"about_ca_system_score_gemma":0.000007696618,"threshold_uncertainty_score":0.99307096},"labels":[],"label_agreement":null},{"id":"W7030577835","doi":"","title":"Native Wetland Plant Recovery Following Phragmites australis Invasion","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Phragmites; Wetland; Vegetation (pathology); Invasive species; Marsh; Native plant; Carex; Plant community","score_opus":0.007902814810284613,"score_gpt":0.1866241178604499,"score_spread":0.1787213030501653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030577835","genre_codex":"empirical","genre_gemma":"other","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":[0.9945099,0.000024002184,0.0000029984146,0.00012361324,0.00060162327,0.00031246102,0.0003361563,0.000047636386,0.004041635],"genre_scores_gemma":[0.422255,0.00011278455,0.00033928067,0.000011190681,0.000021382484,0.0000014633034,0.0039494485,0.00003922708,0.5732702],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99839985,0.00008977635,0.00015737113,0.0004927144,0.0005395856,0.00032072846],"domain_scores_gemma":[0.9992236,0.00006831997,0.00030203548,0.00028678603,0.00001113958,0.000108148975],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002162327,0.00026822352,0.000410513,0.00016625604,0.00037943653,0.000024278164,0.00048436143,0.00020648049,0.005661032],"category_scores_gemma":[0.00001696728,0.00031107073,0.00028279558,0.00026322954,0.000043400527,0.00036328053,0.00034048903,0.00031658984,0.00016134957],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038522873,0.0010313225,0.16899264,0.0019481744,0.0018827976,0.002796265,0.6468559,0.011587048,0.062751964,0.00017564632,0.08010871,0.018017279],"study_design_scores_gemma":[0.0039328877,0.0013284825,0.12582491,0.0011662939,0.0011588399,0.00005089195,0.82929343,0.0038414816,0.003525742,0.0009869578,0.025574133,0.003315958],"about_ca_topic_score_codex":0.11607368,"about_ca_topic_score_gemma":0.46402866,"teacher_disagreement_score":0.57225484,"about_ca_system_score_codex":0.00046424425,"about_ca_system_score_gemma":0.00003171572,"threshold_uncertainty_score":0.99993414},"labels":[],"label_agreement":null},{"id":"W7035957457","doi":"","title":"Analyse des freins et leviers à la participation dans les projets de science citoyenne axés sur la biodiversité au Québec","year":2023,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Service (business); Context (archaeology); Community participation","score_opus":0.014641542803618327,"score_gpt":0.21690596350013636,"score_spread":0.20226442069651804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035957457","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":[0.81189674,0.000512576,0.009988845,0.0001250242,0.00026492303,0.00036839012,0.000101962236,0.000060906936,0.17668065],"genre_scores_gemma":[0.96805054,0.00075597153,0.001637338,0.0000046276987,0.000029080746,0.0000011887339,0.000007778487,0.000043198666,0.029470291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977956,0.00033051329,0.00031438316,0.0005299489,0.0005565266,0.00047306507],"domain_scores_gemma":[0.9987751,0.00022484973,0.00025934016,0.0004296333,0.00008381408,0.00022722101],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007889503,0.0003352133,0.0004072483,0.00026471357,0.0011781947,0.00004001756,0.0013242704,0.00028277613,0.00033011005],"category_scores_gemma":[0.00024904188,0.00032141208,0.0003426466,0.0009724686,0.005999464,0.00047105065,0.001126929,0.00028347212,0.00025369792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000885223,0.0006033095,0.76849145,0.0021564674,0.0002778974,0.000047354297,0.030797,0.15245561,0.027752897,0.0024795309,0.00070109277,0.0141488835],"study_design_scores_gemma":[0.00056982395,0.00008071604,0.91165537,0.0037818525,0.00047153645,0.00003292142,0.0009038357,0.051256184,0.0034119,0.000047224657,0.027407296,0.00038133934],"about_ca_topic_score_codex":0.4098665,"about_ca_topic_score_gemma":0.96890277,"teacher_disagreement_score":0.55903625,"about_ca_system_score_codex":0.010314964,"about_ca_system_score_gemma":0.0014278839,"threshold_uncertainty_score":0.99992377},"labels":[],"label_agreement":null},{"id":"W7037166195","doi":"","title":"Deere Reports Third Quarter Net Income of $1.734 BillionPR NewswireToday at 10:32am UTC","year":2024,"lang":"en","type":"other","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Net income; Net farm income; Work (physics)","score_opus":0.00429459875076489,"score_gpt":0.19963806930185754,"score_spread":0.19534347055109266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037166195","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":[0.003985075,0.00022108573,0.000119394885,0.00017195063,0.001095627,0.00047716088,0.00008998784,0.00029953147,0.99354017],"genre_scores_gemma":[0.041915238,0.000042074258,0.00029010035,0.00006161499,0.00015874022,0.000022444376,0.000084228726,0.00034907254,0.9570765],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974631,0.00004500119,0.0006818047,0.00080872455,0.00059437443,0.0004069588],"domain_scores_gemma":[0.9983602,0.000029372395,0.00039011968,0.0010405108,0.000005903573,0.00017389041],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002770132,0.00043919383,0.0005810357,0.00016180848,0.000035101202,0.000040996234,0.0003097622,0.0004317477,0.10611046],"category_scores_gemma":[0.000016805352,0.00032789292,0.00022557055,0.00032743448,0.0001209189,0.00007193311,0.00088683877,0.00020066477,0.01659567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071281625,0.00002958232,0.015433448,0.00022847806,0.000051602696,0.00016177453,0.00007753092,0.000037041744,0.00008498741,0.000027857503,0.9834119,0.00044867228],"study_design_scores_gemma":[0.00011211188,0.0000829422,0.0016650036,0.00033229514,0.000062086736,0.00017975313,0.00003411018,0.0005124625,0.000029230392,0.0005545626,0.99592596,0.00050945923],"about_ca_topic_score_codex":0.0055959616,"about_ca_topic_score_gemma":0.045713764,"teacher_disagreement_score":0.08951479,"about_ca_system_score_codex":0.0003434081,"about_ca_system_score_gemma":0.000018079449,"threshold_uncertainty_score":0.9999173},"labels":[],"label_agreement":null},{"id":"W7037343271","doi":"","title":"Envisioning Environmental Futures for the Tidal Wetlands and Dykelands of the Bay of Fundy","year":2023,"lang":"en","type":"report","venue":"eScholarship@McGill (McGill)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fisheries and Oceans Canada; Dalhousie University; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Bay; Wetland; Futures contract; Estuary; Shore","score_opus":0.023598245051709366,"score_gpt":0.24136810936895592,"score_spread":0.21776986431724654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037343271","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":[0.96574587,0.00027917957,0.0000023791956,0.000041825897,0.0016527667,0.001358267,0.0064986707,0.000057870213,0.024363177],"genre_scores_gemma":[0.9925091,0.001078413,0.00010231114,0.000031084888,0.0000826622,0.00010567723,0.00014308305,0.00014273835,0.005804896],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99577314,0.0001881991,0.0010412541,0.0008301114,0.0015687206,0.0005985586],"domain_scores_gemma":[0.9968213,0.0009022219,0.0009869392,0.0010912534,0.000031121686,0.000167187],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002165022,0.0005811052,0.00078026915,0.00010528005,0.0011600133,0.000039848732,0.0010362052,0.0005117676,0.00038167968],"category_scores_gemma":[0.0004924709,0.0003660551,0.00051597867,0.00033186012,0.0003988999,0.00021728451,0.0019745652,0.0008042837,0.000045038625],"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":[0.0007833532,0.00088808965,0.26667115,0.0033357895,0.002251378,0.00007261452,0.00017483713,0.0056116735,0.057314213,0.0034506044,0.0009669462,0.65847933],"study_design_scores_gemma":[0.0029709241,0.00083921,0.41357717,0.0013332375,0.0014205977,0.00043271825,0.0013150821,0.0031877912,0.008722791,0.005500082,0.55836993,0.0023304746],"about_ca_topic_score_codex":0.0006520889,"about_ca_topic_score_gemma":0.006046312,"teacher_disagreement_score":0.65614885,"about_ca_system_score_codex":0.00067044946,"about_ca_system_score_gemma":0.000036159265,"threshold_uncertainty_score":0.9998791},"labels":[],"label_agreement":null},{"id":"W7037887798","doi":"","title":"Fonction des outillages lithiques dans le Bassin parisien au Néolithique","year":2021,"lang":"fr","type":"other","venue":"OpenEdition (OpenEdition)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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; Plank; Quarter (Canadian coin)","score_opus":0.012229189890517324,"score_gpt":0.22138826224261016,"score_spread":0.20915907235209283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037887798","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":[0.020387532,0.0010236258,0.04676734,0.017456636,0.00614327,0.002014557,0.0015898135,0.000319619,0.9042976],"genre_scores_gemma":[0.4228964,0.00180755,0.006935901,0.00646328,0.0028466233,0.00088689756,0.00672526,0.00056900363,0.5508691],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99322593,0.0011629419,0.0013110824,0.001861178,0.0011271359,0.0013117102],"domain_scores_gemma":[0.99668026,0.00027490352,0.000916831,0.0012255284,0.00017856038,0.00072390994],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012059484,0.0011535347,0.0011330474,0.0002699574,0.0015127013,0.00076743856,0.00095462694,0.0012557837,0.1289934],"category_scores_gemma":[0.00031378187,0.0012484601,0.0005060858,0.00076358195,0.0012095686,0.007149416,0.000979109,0.0008440054,0.00897425],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059398153,0.006606396,0.11619357,0.0056555313,0.0018280869,0.0018574045,0.0059037195,0.011033164,0.018910035,0.4739684,0.16400532,0.1934444],"study_design_scores_gemma":[0.0014160139,0.00042226881,0.3865085,0.0027991028,0.00026372887,0.00042831694,0.001928019,0.0028521537,0.0034687808,0.005474579,0.59233,0.0021085963],"about_ca_topic_score_codex":0.020356417,"about_ca_topic_score_gemma":0.39664745,"teacher_disagreement_score":0.46849382,"about_ca_system_score_codex":0.004203237,"about_ca_system_score_gemma":0.00059368217,"threshold_uncertainty_score":0.9997872},"labels":[],"label_agreement":null},{"id":"W7042665775","doi":"","title":"Restoration of a Lake Ontario-connected fen through\\ninvasive &lt;i&gt;Typha&lt;/i&gt; removal","year":2022,"lang":"en","type":"article","venue":"Insecta mundi","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Typha; Wetland; Biomass (ecology); Typha angustifolia; Shore; Aquatic plant; Peat; Macrophyte","score_opus":0.012284449907711749,"score_gpt":0.2031350534797414,"score_spread":0.19085060357202965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042665775","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":[0.95929307,0.000038396127,0.00017491839,0.0001230385,0.00055927754,0.0004589451,0.00013123275,0.00008533033,0.039135814],"genre_scores_gemma":[0.9935632,0.0000078714265,0.0007271464,0.00011384306,0.00004850507,0.000068611575,0.00021960751,0.000034904624,0.0052163545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777913,0.00020374049,0.00046571397,0.000475099,0.0006835559,0.00039276853],"domain_scores_gemma":[0.9989024,0.000113668866,0.0002932477,0.0005793425,0.000022833005,0.000088531124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037710395,0.000225179,0.00030315033,0.00007101249,0.00041269523,0.000034896144,0.00048897805,0.00008874699,0.0070860777],"category_scores_gemma":[0.00008754804,0.00024163781,0.00012382874,0.0005210429,0.00011401727,0.0003547391,0.00077382114,0.00026690832,0.00022499874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001048209,0.0010844736,0.52412325,0.0001287212,0.00023474495,0.00069068506,0.03128265,0.022060534,0.38380733,0.005169022,0.027822243,0.0025481556],"study_design_scores_gemma":[0.0023232796,0.001102706,0.61884505,0.000060000377,0.00009990041,0.0006380721,0.00014499518,0.005884365,0.00039280168,0.004043298,0.36545783,0.001007726],"about_ca_topic_score_codex":0.044459112,"about_ca_topic_score_gemma":0.942563,"teacher_disagreement_score":0.8981039,"about_ca_system_score_codex":0.0011206969,"about_ca_system_score_gemma":0.00011216603,"threshold_uncertainty_score":0.99382156},"labels":[],"label_agreement":null},{"id":"W7045567688","doi":"","title":"Analysis of mangrove forest succession, using sediment cores: a case study in the CananÃ©ia-Iguape coastal system, SÃ£o Paulo-Brazil","year":2009,"lang":"pt","type":"article","venue":"Biblioteca Digital da Memória Científica do INPE (National Institute for Space Research)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Agence Universitaire de la Francophonie; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Mangrove; Ecological succession; Sediment; Avicennia; Sedimentary rock; Coring","score_opus":0.06397084439337211,"score_gpt":0.3718646286432832,"score_spread":0.3078937842499111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045567688","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":[0.9806733,0.00016350999,0.0026284216,0.00096175604,0.00048479947,0.004656181,0.007972772,0.000049385,0.0024098381],"genre_scores_gemma":[0.9985046,0.000029701465,0.000101911515,0.00004342465,0.00014557793,0.00013533105,0.0006711894,0.000054770047,0.00031352378],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9893566,0.0005131904,0.0016862954,0.0015160006,0.005398584,0.0015293447],"domain_scores_gemma":[0.99594706,0.00096813886,0.0007248336,0.0011575569,0.0007215372,0.00048084825],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0056851543,0.0007033869,0.0010594281,0.008809403,0.0012341614,0.0017553824,0.0018304131,0.0003326742,0.00013244331],"category_scores_gemma":[0.0010038286,0.000565217,0.00057279336,0.027781114,0.0006826763,0.0024788938,0.0010849106,0.00073111727,0.00004848066],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026685984,0.017539825,0.31103733,0.001316441,0.0034278862,0.008997123,0.017554801,0.5898153,0.0015364683,0.026015414,0.012898429,0.007192376],"study_design_scores_gemma":[0.005649107,0.0036219368,0.15552042,0.0012874111,0.0013159796,0.0014176674,0.1255824,0.6958068,0.00007221455,0.0004597811,0.0073515275,0.001914748],"about_ca_topic_score_codex":0.013737662,"about_ca_topic_score_gemma":0.19112006,"teacher_disagreement_score":0.1773824,"about_ca_system_score_codex":0.002226713,"about_ca_system_score_gemma":0.0006828625,"threshold_uncertainty_score":0.9996799},"labels":[],"label_agreement":null},{"id":"W7066631584","doi":"","title":"Invocation décoloniale et permanence coloniale chez les jeunes souverainistes québécois","year":2023,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Invocation; Colonialism; Ethnography; Ethnic discrimination","score_opus":0.009407299422352904,"score_gpt":0.19707987561399157,"score_spread":0.18767257619163866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066631584","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":[0.96035033,0.00016705281,0.00032987917,0.0019533047,0.00033275975,0.00071328576,0.00030746614,0.00012028073,0.035725616],"genre_scores_gemma":[0.75869817,0.00093864487,0.0005444693,0.000040187588,0.00004785231,0.0000032119515,0.00007969477,0.00013493428,0.23951285],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975688,0.00040915815,0.00035008456,0.0007088039,0.00042168665,0.00054148433],"domain_scores_gemma":[0.9983587,0.0004800473,0.0004544135,0.0005144475,0.000022279313,0.00017010883],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00049434934,0.00040300985,0.00063654495,0.00030669855,0.00025352518,0.00002905882,0.00079506513,0.00041087935,0.003623926],"category_scores_gemma":[0.000079604026,0.00052358425,0.00020795625,0.00049166434,0.0009033188,0.00028753182,0.0006638957,0.00041301508,0.0016526502],"study_design_candidate":"observational","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":[0.0003441993,0.00076752395,0.32676163,0.00086043443,0.00018722484,0.0005029378,0.22652858,0.009315017,0.00088764523,0.00489068,0.0030907178,0.4258634],"study_design_scores_gemma":[0.0009881867,0.0001702701,0.92858756,0.0007059091,0.00009567253,0.000011534472,0.0399619,0.014727224,0.000007948566,0.0022043532,0.011902457,0.0006369762],"about_ca_topic_score_codex":0.9857744,"about_ca_topic_score_gemma":0.99993414,"teacher_disagreement_score":0.60182595,"about_ca_system_score_codex":0.0008012019,"about_ca_system_score_gemma":0.00021883384,"threshold_uncertainty_score":0.9997216},"labels":[],"label_agreement":null},{"id":"W7071083857","doi":"","title":"Restoration of Salt Marsh Habitat Using Engineered Barrier Islands","year":2016,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Salt marsh; Marsh; Habitat; Intertidal zone; Estuary; Shore; Wetland; Coastal erosion; Watershed","score_opus":0.01156593363891842,"score_gpt":0.19831559689165001,"score_spread":0.1867496632527316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071083857","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":[0.9775251,0.0000044623525,0.019474939,0.00008480323,0.00024048443,0.0001888132,0.000077855344,0.000078577235,0.002324959],"genre_scores_gemma":[0.9940285,0.000011574893,0.00039234885,0.000025616671,0.000041518786,3.6697554e-7,0.000010674268,0.000033857486,0.0054555493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984906,0.00009702122,0.00028034172,0.00040787883,0.00036555415,0.00035864158],"domain_scores_gemma":[0.9990656,0.00008522703,0.00021236845,0.00043925957,0.000026617492,0.00017094455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020086192,0.00022914252,0.0002733308,0.0001968652,0.00010919082,0.00003611245,0.00044746205,0.00013905694,0.00018110377],"category_scores_gemma":[0.000028793032,0.00019986645,0.00010425341,0.00033295777,0.0001189224,0.00091093814,0.00044813438,0.0000992739,0.00017386838],"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":[0.00008359102,0.000038671085,0.93411297,0.000034567125,0.00002327335,0.000040531966,0.00043399425,0.0006559461,0.06348884,0.00005032214,0.000035710076,0.0010015812],"study_design_scores_gemma":[0.008251768,0.000930905,0.89534885,0.0013086625,0.00037098,0.0001585442,0.0012768654,0.0066855974,0.024558986,0.0002859996,0.05803222,0.002790636],"about_ca_topic_score_codex":0.00022918354,"about_ca_topic_score_gemma":0.004839751,"teacher_disagreement_score":0.057996508,"about_ca_system_score_codex":0.0005068348,"about_ca_system_score_gemma":0.000028140445,"threshold_uncertainty_score":0.8150317},"labels":[],"label_agreement":null},{"id":"W7083801586","doi":"10.3886/e238491v1","title":"HIFLD OPEN 200NM EEZ and Maritime Boundaries","year":2025,"lang":"en","type":"dataset","venue":"ICPSR Data Holdings","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Nautical mile; Baseline (sea); Territorial waters; Exclusive economic zone; Nautical chart; Mile; Maritime boundary; Commission","score_opus":0.017885254935136208,"score_gpt":0.2719855585985818,"score_spread":0.2541003036634456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083801586","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002582633,0.00020447926,0.000019934105,0.00050026574,0.00057463703,0.0006129959,0.995098,0.000038220292,0.0026932165],"genre_scores_gemma":[0.00007593282,0.000570981,0.0005502465,0.0006411649,0.00008080223,0.000029622523,0.9933877,0.000018483783,0.0046450924],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972827,0.000054784323,0.00042809753,0.0013002822,0.00041560584,0.00051857287],"domain_scores_gemma":[0.996321,0.00010572367,0.0002221835,0.0031598986,0.000008179762,0.0001830177],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068315223,0.00043207395,0.0005564834,0.000081865415,0.00051019056,0.0023948362,0.0047683036,0.00031170025,0.0043181856],"category_scores_gemma":[0.00022347826,0.0004269212,0.000036313533,0.0002851953,0.0004970226,0.0012233336,0.029134626,0.0004507675,0.0004378362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000203867,0.000040479365,0.00066362286,0.00013881107,0.00003542635,0.000046256286,0.000011260056,0.0000014863288,0.000003822726,0.000030879164,0.9969764,0.0020311738],"study_design_scores_gemma":[0.00030976773,0.00003160717,0.0005972267,0.00018005924,0.00010556994,0.00004184979,0.000017450362,0.00036608227,0.0000014922321,0.00024970426,0.9976265,0.00047269498],"about_ca_topic_score_codex":0.03666081,"about_ca_topic_score_gemma":0.040985048,"teacher_disagreement_score":0.024366321,"about_ca_system_score_codex":0.00021616086,"about_ca_system_score_gemma":0.000100629826,"threshold_uncertainty_score":0.99981827},"labels":[],"label_agreement":null},{"id":"W7084140587","doi":"10.6084/m9.figshare.30254466","title":"Additional file 2 of Deciding on the location for receiving parenteral antimicrobial therapy: development and preliminary testing of a patient decision aid","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Ottawa","funders":"","keywords":"Antimicrobial; Decision aids; MEDLINE; Decision support system; Clinical decision making","score_opus":0.02028441384854986,"score_gpt":0.21540399393111317,"score_spread":0.1951195800825633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084140587","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":[0.17082734,0.000008534717,0.000033952187,0.000017574,0.000022498176,0.00043858335,0.82804036,0.0000098317105,0.00060134975],"genre_scores_gemma":[0.8014561,4.885027e-7,0.008972566,0.00007711037,0.000010722796,0.0005714888,0.18884325,0.000009175034,0.000059119513],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994523,0.000015443668,0.0001957676,0.00013828122,0.00010864775,0.0000895442],"domain_scores_gemma":[0.9974082,0.002330224,0.00013176326,0.00008765264,0.000027709844,0.000014464087],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000379854,0.000069271104,0.00007749764,0.000026915879,0.00010780516,0.000011663511,0.00009102819,0.000026548047,0.32059678],"category_scores_gemma":[0.0017345817,0.000052024687,0.00002138005,0.00013717041,0.000007511876,0.00005123402,0.00015947966,0.0000335524,0.000027947526],"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":[0.00006590265,0.000039689934,0.00043315755,0.00006573766,0.000005967176,2.0515446e-7,0.00016229843,0.00064829853,0.000085757696,7.458125e-7,0.88707256,0.11141969],"study_design_scores_gemma":[0.0010421922,0.00070877693,0.23468961,0.0462405,0.000009847323,0.000011769239,0.0003833849,0.063634366,0.011362633,0.00019465853,0.64127594,0.00044630232],"about_ca_topic_score_codex":0.0000048392862,"about_ca_topic_score_gemma":0.00003703955,"teacher_disagreement_score":0.6391971,"about_ca_system_score_codex":0.000058887435,"about_ca_system_score_gemma":0.000027956636,"threshold_uncertainty_score":0.68002427},"labels":[],"label_agreement":null},{"id":"W7084411563","doi":"10.15468/dl.4mamew","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Download; Matching (statistics); Range (aeronautics); Data set; Set (abstract data type)","score_opus":0.006093303687633344,"score_gpt":0.19102975571277472,"score_spread":0.1849364520251414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084411563","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00080212054,0.0000035245414,0.000011348972,0.000090510825,0.00055805175,0.00032115195,0.9967145,0.000067024965,0.0014318057],"genre_scores_gemma":[0.000027638067,0.00002760733,0.0000015641755,0.00034619207,5.837804e-7,0.0000036776805,0.9995917,5.391248e-9,0.0000010070034],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854827,0.000047808862,0.00036546463,0.00025962645,0.0004757142,0.0003031295],"domain_scores_gemma":[0.99901307,0.000017519867,0.00022376505,0.00057505636,0.000032128963,0.00013843895],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021495235,0.00026771182,0.00024994463,0.000045494802,0.00025613274,0.00011288631,0.00065525714,0.00030047479,0.0066985106],"category_scores_gemma":[0.000095644864,0.00027367997,0.00013035798,0.0003921989,0.00013937382,0.0007773867,0.001290001,0.00022421622,0.17611592],"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":[0.000024024528,0.00002627078,0.006914788,0.00011866424,0.000012805117,0.0000015545335,0.000013873041,0.000091943184,2.0507397e-8,2.4130483e-8,0.9911617,0.001634344],"study_design_scores_gemma":[0.00019633384,0.000018282524,0.00024981034,0.0000033754309,0.00003535271,0.000003062335,0.000041869065,0.0000024376304,4.6535752e-7,8.0350793e-7,0.9991955,0.0002527093],"about_ca_topic_score_codex":0.0024467683,"about_ca_topic_score_gemma":0.000518762,"teacher_disagreement_score":0.16941741,"about_ca_system_score_codex":0.00085907505,"about_ca_system_score_gemma":0.000053772983,"threshold_uncertainty_score":0.9999715},"labels":[],"label_agreement":null},{"id":"W7084759129","doi":"10.5683/sp3/cpqnp0","title":"Botanical and environmental survey data collected from 85 ombrotrophic peatland pools distributed across three distinct climatic regions in Eastern Canada.","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Ombrotrophic; Peat; Quadrat; Bryophyte; Bog; Natural (archaeology); Environmental data; Aerial survey; Field survey","score_opus":0.019910567317968843,"score_gpt":0.24449240691113405,"score_spread":0.22458183959316522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084759129","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06813662,0.00007375122,0.00008305681,0.000118249474,0.00011395944,0.0006446732,0.9307836,0.000017599483,0.000028490967],"genre_scores_gemma":[0.061959017,0.00011828264,0.000017165741,0.000045234214,0.000038138718,0.000040592426,0.9376878,0.00002032807,0.000073400624],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9964518,0.00032777578,0.0007537548,0.0011580376,0.0006299037,0.00067872537],"domain_scores_gemma":[0.9966445,0.0005916339,0.0002917047,0.002187597,0.0000051546976,0.00027940248],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004035276,0.0005247292,0.000762616,0.000034886492,0.00024603368,0.00016396237,0.0014716405,0.00032794307,0.00014198103],"category_scores_gemma":[0.00041663364,0.0004957652,0.00004443635,0.00033208434,0.00026910476,0.00014551928,0.0036883669,0.0005219681,0.0000056949093],"study_design_candidate":"observational","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":[0.00007239188,0.00008348308,0.22552937,0.00003894648,0.000045345667,0.00013737047,0.000009880107,0.000020311587,0.0000010502514,1.343432e-7,0.77398515,0.00007656023],"study_design_scores_gemma":[0.0006995713,0.00002725337,0.7778,0.00014990057,0.00008315609,0.000014504816,0.000039657516,0.009812261,8.504661e-8,0.000023753435,0.2108986,0.00045125795],"about_ca_topic_score_codex":0.99348336,"about_ca_topic_score_gemma":0.99993885,"teacher_disagreement_score":0.56308657,"about_ca_system_score_codex":0.0010170629,"about_ca_system_score_gemma":0.00020465603,"threshold_uncertainty_score":0.9997494},"labels":[],"label_agreement":null},{"id":"W7086605674","doi":"","title":"Documenting Interpersonal Conflict in Senegal during the First Quarter the Twentieth Century","year":2023,"lang":"en","type":"other","venue":"Cairn.info","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Interpersonal communication; Negotiation; Narrative","score_opus":0.004407734843277173,"score_gpt":0.19711071016796788,"score_spread":0.19270297532469072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7086605674","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":[0.067129426,0.00020649392,0.000022745633,0.0012038191,0.0025188217,0.0010104652,0.00009676458,0.00037636937,0.9274351],"genre_scores_gemma":[0.179901,0.00019864245,0.000015055597,0.000192908,0.00038267783,0.000093321425,0.000015753798,0.00040271235,0.81879795],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830997,0.00005089563,0.00031581422,0.00040214087,0.0004216998,0.0004994563],"domain_scores_gemma":[0.9991344,0.0000915479,0.00020186421,0.00050745864,0.0000029365865,0.000061788814],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003268584,0.00030702277,0.0002484335,0.000072275965,0.00019764442,0.00014396355,0.0006467522,0.00016493766,0.008884877],"category_scores_gemma":[0.000023767552,0.00018950255,0.00015446241,0.0002457465,0.00016407689,0.00010142903,0.00065993407,0.00039837413,0.0025910772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057308775,0.00007441106,0.36682484,0.0003455665,0.00021775006,0.00016654898,0.021162173,0.00073939096,0.000054292614,0.00016553052,0.60758936,0.0026028282],"study_design_scores_gemma":[0.00033751604,0.00001352823,0.050027605,0.00029242,0.000018707535,0.000021325244,0.0010757168,0.001550898,0.0000027383019,0.00000672096,0.9463481,0.00030475832],"about_ca_topic_score_codex":0.01940873,"about_ca_topic_score_gemma":0.23080637,"teacher_disagreement_score":0.3387587,"about_ca_system_score_codex":0.0009474795,"about_ca_system_score_gemma":0.000010227221,"threshold_uncertainty_score":0.9981855},"labels":[],"label_agreement":null},{"id":"W7094141210","doi":"","title":"Restoration of a Lake Ontario-connected fen throughinvasive <i>Typha</i> removal","year":2022,"lang":"","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Articular cartilage damage; Nucleofection; Diafiltration; Gestational period; Hyporeflexia; Tubulopathy","score_opus":0.009026388969616161,"score_gpt":0.1683652069361413,"score_spread":0.15933881796652513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7094141210","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":[0.98201966,0.000062311046,0.0009598444,0.0006378722,0.0006354789,0.000805158,0.0009645732,0.000035985227,0.013879097],"genre_scores_gemma":[0.9814202,0.000042999534,0.0019635689,0.000054617012,0.000033354543,0.0000011308109,0.00014723816,0.000024041705,0.01631281],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971353,0.00029083024,0.0004541628,0.0006885648,0.0010014963,0.00042964175],"domain_scores_gemma":[0.9980618,0.0001357345,0.0008960694,0.0006589015,0.000066123204,0.00018136953],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005185127,0.00028917284,0.0006065751,0.00019044356,0.000923922,0.000018433286,0.00096027943,0.00016521862,0.019384598],"category_scores_gemma":[0.0000298197,0.0004247636,0.000311296,0.0010524774,0.00038400208,0.0005895519,0.0020817283,0.00049363205,0.00012144616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008521773,0.0059969705,0.5607666,0.0012500833,0.0013694713,0.0029641364,0.1562534,0.14384697,0.040380143,0.0034282377,0.028708117,0.046514094],"study_design_scores_gemma":[0.009305975,0.0042428225,0.6629786,0.00032940292,0.00083739025,0.0004305135,0.05076318,0.047925986,0.00039536096,0.002896772,0.21786836,0.002025638],"about_ca_topic_score_codex":0.06740447,"about_ca_topic_score_gemma":0.87291,"teacher_disagreement_score":0.8055056,"about_ca_system_score_codex":0.0014791392,"about_ca_system_score_gemma":0.00042356137,"threshold_uncertainty_score":0.9998204},"labels":[],"label_agreement":null},{"id":"W7094943515","doi":"10.15468/dl.v4pw8r","title":"Occurrence Download","year":2025,"lang":"","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Download; Matching (statistics); Range (aeronautics); Phragmites; Key (lock)","score_opus":0.00689082093425683,"score_gpt":0.19415955027736637,"score_spread":0.18726872934310954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7094943515","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050478834,0.000020410347,0.00006171744,0.0002763849,0.0017864764,0.001015552,0.9899052,0.00009951236,0.0017868731],"genre_scores_gemma":[0.00067532784,0.00022319255,0.0000030692106,0.00058834616,0.0000014057417,0.000007682097,0.9984993,1.3509669e-8,0.0000016986475],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958098,0.00018916087,0.0011848948,0.00072403817,0.0012029591,0.00088913203],"domain_scores_gemma":[0.9972105,0.000058754733,0.000747919,0.0013687724,0.00013868688,0.00047538904],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006597342,0.0007838332,0.0006942154,0.00013692358,0.0010111898,0.00047641192,0.0017093197,0.000803247,0.017935315],"category_scores_gemma":[0.00026885612,0.0008660251,0.0004014433,0.0011502027,0.00055350934,0.0026382185,0.0034807052,0.0006059959,0.4529284],"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":[0.00013979166,0.00012926523,0.022655278,0.0005675296,0.00006120222,0.000004804443,0.00009273503,0.00036883954,1.4660218e-7,1.4954334e-7,0.9675909,0.008389341],"study_design_scores_gemma":[0.00070481986,0.00008933823,0.0007680199,0.000018109244,0.000154357,0.00001064646,0.00039794168,0.000023060698,0.0000027257647,0.0000013330825,0.99706036,0.00076930365],"about_ca_topic_score_codex":0.002824948,"about_ca_topic_score_gemma":0.00049766747,"teacher_disagreement_score":0.4349931,"about_ca_system_score_codex":0.002681927,"about_ca_system_score_gemma":0.00024985694,"threshold_uncertainty_score":0.99937904},"labels":[],"label_agreement":null},{"id":"W7095667025","doi":"","title":"OYSTER SPAT (CRASSOSTREA VIRGINICA) COLLECTION AT GILLIS COVE, CAPE BRETON ISLAND, NOVA SCOTIA: AN ANALYSIS OF COLLECTOR EFFICACY by","year":2003,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cape; Oyster; Nova (rocket); Nova scotia","score_opus":0.006957030914376225,"score_gpt":0.21794641601771358,"score_spread":0.21098938510333737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095667025","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":[0.9627254,0.00001215631,0.001259107,0.00004337819,0.00019011933,0.0003763931,0.00023325926,0.00004144067,0.035118766],"genre_scores_gemma":[0.9797959,0.000014694905,0.00025623714,0.000065469925,0.000009193073,0.000005841371,0.00019906767,0.000026048601,0.01962756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978395,0.0001701944,0.0005226519,0.00058816804,0.00048236494,0.00039711222],"domain_scores_gemma":[0.9988289,0.00015247046,0.00022923325,0.00055708206,0.000030314348,0.00020203614],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032397552,0.00025935922,0.00053070614,0.00022640622,0.00015612009,0.00004637007,0.00022352644,0.00016023125,0.01775726],"category_scores_gemma":[0.00008139098,0.00022774673,0.00018933593,0.0029540288,0.00009981235,0.00021395869,0.00013855966,0.000099809244,0.00044088508],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012117538,0.0004200267,0.9534113,0.0000138656005,0.00032956392,0.000004063769,0.00020613812,0.009128185,0.016605236,0.000014181996,0.019595979,0.0001503096],"study_design_scores_gemma":[0.0055837133,0.0014871954,0.6586423,0.000045262088,0.0023360678,0.000061028513,0.0005432944,0.27160552,0.02772458,0.000020435275,0.030125111,0.0018254992],"about_ca_topic_score_codex":0.010760642,"about_ca_topic_score_gemma":0.3742295,"teacher_disagreement_score":0.36346886,"about_ca_system_score_codex":0.00068652484,"about_ca_system_score_gemma":0.000021511394,"threshold_uncertainty_score":0.9958268},"labels":[],"label_agreement":null},{"id":"W7096816091","doi":"","title":"Fragmentation regimes of Canada&amp;apos;s forests","year":2011,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Fragmentation (computing); Forest fragmentation; Biodiversity; Ecosystem; Forest cover; Forest ecology; Land cover","score_opus":0.044294571053508376,"score_gpt":0.24020467191685904,"score_spread":0.19591010086335067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096816091","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":[0.798033,0.0000018814103,0.00093527307,0.000025906393,0.00006479261,0.00006741066,0.0000039871343,0.000009579381,0.20085819],"genre_scores_gemma":[0.9911612,0.0000011165212,0.0017054676,0.000036926423,0.0000044074777,0.0000032116413,0.0000051392085,0.0000048643133,0.0070776246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99947387,0.000010032473,0.00012697147,0.00010126915,0.00016435726,0.00012349342],"domain_scores_gemma":[0.99973786,0.000011146814,0.000051930838,0.00014401456,0.0000036069057,0.000051427873],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006427568,0.000052592222,0.00006456836,0.000009586071,0.00002860614,0.00000245994,0.00009851099,0.000018381445,0.0049543497],"category_scores_gemma":[0.000008305964,0.000044078388,0.000015957663,0.000068211746,0.00002262391,0.00007822034,0.0000739508,0.000021000898,0.00007636165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025243162,0.000051721494,0.97100633,0.000019643541,0.000012122396,0.000004086441,0.0009384113,0.0004194401,0.0012131756,0.00076361146,0.021938866,0.0036073439],"study_design_scores_gemma":[0.00022619983,0.000046595378,0.98656565,0.000011024204,0.000009007943,0.000008301959,0.00026163366,0.0024834555,0.0038182975,0.0015410784,0.0048507876,0.00017797358],"about_ca_topic_score_codex":0.74785745,"about_ca_topic_score_gemma":0.989428,"teacher_disagreement_score":0.24157053,"about_ca_system_score_codex":0.00009946014,"about_ca_system_score_gemma":0.000019309156,"threshold_uncertainty_score":0.9959552},"labels":[],"label_agreement":null},{"id":"W7096869504","doi":"","title":"t o C","year":2006,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Diatom; Subaerial; Assemblage (archaeology); Salinity; Inlet; Salt marsh; Nova scotia","score_opus":0.0013887568211642773,"score_gpt":0.14583020150813603,"score_spread":0.14444144468697176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096869504","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":[0.4465942,5.945196e-7,0.0013217088,0.000048530048,0.000020366495,0.00001614768,3.1703468e-7,0.000025474515,0.5519726],"genre_scores_gemma":[0.976458,1.149302e-7,0.00066176784,0.00003388146,0.000013098917,0.0000010924539,0.0000015577474,0.0000021369142,0.022828355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99977577,0.000002441486,0.000040083196,0.000057694393,0.000054673532,0.000069333706],"domain_scores_gemma":[0.99991596,0.000003658453,0.0000059958493,0.00006163057,3.3637738e-7,0.000012415137],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000025845531,0.000022823651,0.000020466186,0.0000031236525,0.000018653309,0.000006183524,0.000039483268,0.000008735784,0.0065795504],"category_scores_gemma":[8.0152e-7,0.000017934652,0.000010075112,0.000041083415,0.000009440587,0.000036266978,0.000050340364,0.000010410838,0.0041689165],"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":[0.0000017762726,0.00003599975,0.92105025,0.0000014824506,7.302058e-7,0.0000051253483,0.000007392494,0.0025824467,0.0031879442,0.0047873934,0.06265843,0.0056810374],"study_design_scores_gemma":[0.00016037223,0.000015781492,0.79195607,0.0000012285568,0.0000020264615,0.000014662994,0.000012832491,0.025418127,0.0004771816,0.007743433,0.17404024,0.00015801615],"about_ca_topic_score_codex":0.0021562853,"about_ca_topic_score_gemma":0.005563776,"teacher_disagreement_score":0.5298638,"about_ca_system_score_codex":0.000024143972,"about_ca_system_score_gemma":3.6392905e-7,"threshold_uncertainty_score":0.99660647},"labels":[],"label_agreement":null},{"id":"W7097664668","doi":"","title":"Session Ten: Ecosystem Modelling in a Macrotidal Estuary—Cobscook Bay MODELING CIRCULATION AND EXCHANGE PATHWAYS IN COBSCOOK AND PASSAMAQUODDY BAYS: IMPLICATIONS FOR ECOSYSTEM MANAGEMENT","year":2015,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Bay; Ecosystem; Circulation (fluid dynamics); Estuary; Flushing; Ecosystem model; Eddy; Inflow","score_opus":0.03883456924007563,"score_gpt":0.2321043901285729,"score_spread":0.19326982088849726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097664668","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":[0.7504441,0.00008796865,0.24495766,0.00012521431,0.00006544148,0.0017799352,0.000052688036,0.000053536587,0.0024334209],"genre_scores_gemma":[0.99401635,0.00007645513,0.005231251,0.000029913517,0.000027197852,0.00046629368,0.000049098202,0.000035099718,0.00006834445],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99792457,0.00008872258,0.00063849526,0.0006755885,0.00022753232,0.00044512143],"domain_scores_gemma":[0.9992658,0.00007134623,0.000125811,0.00030895259,0.000021021544,0.00020705647],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010052262,0.00026141098,0.00033329014,0.00018934012,0.000125243,0.000097996985,0.0001550294,0.0001359767,0.000013859365],"category_scores_gemma":[0.000011533106,0.00024560306,0.000038828708,0.00027444895,0.000015395215,0.0004748753,0.00034066197,0.00011011001,0.000017444123],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004837503,0.000091778464,0.19466662,0.00039303378,0.000012357437,0.0000067219394,0.0009883934,0.7975127,0.00015273421,0.0009400332,0.00003198405,0.005155258],"study_design_scores_gemma":[0.00128616,0.000045229208,0.009670405,0.00022414672,0.000014926937,0.000024221614,0.001154844,0.9852679,0.000004616119,0.0018789073,0.00013368565,0.0002949921],"about_ca_topic_score_codex":0.00057013705,"about_ca_topic_score_gemma":0.02318659,"teacher_disagreement_score":0.2435722,"about_ca_system_score_codex":0.00063269114,"about_ca_system_score_gemma":0.000015467254,"threshold_uncertainty_score":0.99999964},"labels":[],"label_agreement":null},{"id":"W7098106584","doi":"","title":"by","year":2005,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Typha; Dominance (genetics); Wetland; Habitat; Typha angustifolia; Vegetation (pathology); Biomass (ecology)","score_opus":0.0015741986621765466,"score_gpt":0.16293878525834637,"score_spread":0.16136458659616984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098106584","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":[0.48903257,0.00000390061,0.0016447955,0.0005579218,0.000019648207,0.00003014371,0.000001916567,0.000037874943,0.5086712],"genre_scores_gemma":[0.9669277,0.0000014515568,0.0009509254,0.00025786104,0.00001201192,0.0000014388769,0.0000020122388,0.0000027573562,0.03184383],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997346,0.0000030070667,0.000043978886,0.00007023438,0.00006449737,0.00008367335],"domain_scores_gemma":[0.99988264,0.0000041866124,0.0000066522234,0.00007180094,3.192071e-7,0.00003438804],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000338677,0.000028105405,0.000024383002,0.000002409243,0.000019944908,0.0000066568346,0.000058417776,0.000011486527,0.015101596],"category_scores_gemma":[0.0000017070433,0.000022446746,0.000009915323,0.000032542954,0.000009636103,0.00007144119,0.00006276444,0.000015999558,0.009225598],"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":[0.0000030704634,0.000065182954,0.12389504,0.0000014640021,0.0000026004775,8.8273407e-7,0.00007177498,0.0010270182,0.009032552,0.00028707538,0.7190924,0.14652091],"study_design_scores_gemma":[0.00009484644,0.000010497205,0.0068257777,5.9469437e-7,0.000001013566,0.000004590993,0.000013351827,0.027286997,0.0007267847,0.00007524839,0.9648746,0.00008568425],"about_ca_topic_score_codex":0.00016843952,"about_ca_topic_score_gemma":0.0015530043,"teacher_disagreement_score":0.47789514,"about_ca_system_score_codex":0.000044146527,"about_ca_system_score_gemma":3.9975484e-7,"threshold_uncertainty_score":0.99154586},"labels":[],"label_agreement":null},{"id":"W7098280121","doi":"","title":"Policy Frames, Networks and Communities: Environmental Tobacco Smoke Legislation in Prince Edward Island","year":2007,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Smoke; Tobacco control; Government (linguistics); Public policy; Tobacco smoke","score_opus":0.006290533571809254,"score_gpt":0.21670854957298172,"score_spread":0.21041801600117246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098280121","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":[0.9494027,0.000027375485,0.0076496806,0.00009406457,0.000058213103,0.00020794407,0.000008174772,0.000028036922,0.042523798],"genre_scores_gemma":[0.9984277,0.0001169705,0.0003150472,0.00023381862,0.000054076623,0.0000045589154,0.000029872737,0.000013744044,0.0008041987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989934,0.000039286562,0.00025693796,0.00017637451,0.00017835067,0.00035567585],"domain_scores_gemma":[0.999494,0.00009893024,0.000057651316,0.0002532003,8.608426e-7,0.000095366755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041908302,0.00014212767,0.0001343562,0.00006754032,0.00010096964,0.00003964599,0.00015544878,0.000101352845,0.00054783956],"category_scores_gemma":[0.000007654623,0.00013410313,0.000022999431,0.00015368509,0.000122481,0.0002496958,0.00039712735,0.00018504287,0.000048419774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017088827,0.000039996998,0.97861606,0.000002190398,0.0000028036743,0.000004571767,0.00052150455,0.004627314,0.000036428115,0.00014819154,0.00005012416,0.015933748],"study_design_scores_gemma":[0.0003724203,0.000041898522,0.9633481,0.000014679999,0.0000026901646,0.000018845887,0.00095195,0.031055199,0.000010022905,0.000219242,0.003765377,0.00019957712],"about_ca_topic_score_codex":0.009867193,"about_ca_topic_score_gemma":0.1364629,"teacher_disagreement_score":0.1265957,"about_ca_system_score_codex":0.00029662834,"about_ca_system_score_gemma":0.0000047877197,"threshold_uncertainty_score":0.9967262},"labels":[],"label_agreement":null},{"id":"W7098875924","doi":"","title":"Recommended Citation","year":2009,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Globe; Indigenous; Government (linguistics); Confluence; Citation; Process (computing)","score_opus":0.007513842356200443,"score_gpt":0.2070895305168689,"score_spread":0.19957568816066845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098875924","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":[0.47865823,8.531488e-7,0.004060612,0.0015526703,0.000056331286,0.00006276079,5.885629e-7,0.000060578932,0.5155474],"genre_scores_gemma":[0.9940241,0.000001125509,0.002054652,0.0005126884,0.000008058318,8.955826e-7,0.00000373806,0.0000016480654,0.003393116],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996935,0.000007789219,0.000062399646,0.00008105601,0.000071542294,0.00008369203],"domain_scores_gemma":[0.9998681,0.000007870353,0.000013405702,0.000078309335,9.943554e-7,0.00003131116],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006660014,0.000033556735,0.000031919324,0.000008419179,0.00002863528,0.000010568081,0.000051263287,0.000014751011,0.0034538177],"category_scores_gemma":[0.0000067252295,0.000028159473,0.000013420834,0.00007951991,0.000003473871,0.00008775563,0.00001925002,0.0000204975,0.001456538],"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":[0.000027893122,0.00017862265,0.093891025,0.0000035378914,0.0000051820116,0.000007985381,0.00046267713,0.0015172027,0.012725059,0.005675754,0.08411192,0.80139315],"study_design_scores_gemma":[0.0005156099,0.00023072024,0.86008316,0.000006304245,0.0000059100175,0.000018257451,0.00016048124,0.061049838,0.00066007144,0.030303467,0.046626378,0.000339793],"about_ca_topic_score_codex":0.00005629839,"about_ca_topic_score_gemma":0.00040263502,"teacher_disagreement_score":0.80105335,"about_ca_system_score_codex":0.000047607333,"about_ca_system_score_gemma":6.692601e-7,"threshold_uncertainty_score":0.9993209},"labels":[],"label_agreement":null},{"id":"W7099762130","doi":"","title":"Organic matter and dissolved inorganic nitrogen in estuarine muddy deposits. Aquatic Ecosystem Health and Management","year":2006,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Estuary; Sediment; Biogeochemical cycle; Sedimentation; Sedimentary rock; Organic matter; Hydrology (agriculture); Aquatic ecosystem; Sedimentary organic matter","score_opus":0.002908007787620978,"score_gpt":0.1765842993328471,"score_spread":0.17367629154522612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099762130","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":[0.9948485,0.00010815777,0.0006086493,0.0005222131,0.000031245538,0.00053262676,0.0000021484127,0.000036982918,0.0033094638],"genre_scores_gemma":[0.9981192,0.00007014037,0.0007886038,0.00022853517,0.00000704283,0.000017461563,0.000014442487,0.000022374155,0.0007322526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872434,0.00005012984,0.0003518268,0.00037162835,0.00016450165,0.00033757527],"domain_scores_gemma":[0.9995651,0.00002152861,0.00007248133,0.00021063678,0.0000013124758,0.0001289376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018574431,0.00016905298,0.00022349494,0.00005822325,0.00008425384,0.000057546717,0.00010783946,0.000037090875,0.00038769844],"category_scores_gemma":[0.0000019804731,0.00014750705,0.000015721918,0.00021503691,0.000023464187,0.00012664268,0.0004287935,0.0000643502,0.0003672824],"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":[0.0000064765322,0.000056604073,0.9979096,0.0001354548,0.000007658499,0.000012958149,0.0001060941,0.00001900368,0.00032321445,0.00004584467,0.00027985533,0.0010972043],"study_design_scores_gemma":[0.0009362266,0.000088861976,0.98564047,0.00006789887,0.000015662441,0.0000974009,0.00038355993,0.011030631,0.00007049644,0.0010197647,0.0003378443,0.00031116852],"about_ca_topic_score_codex":0.0036931052,"about_ca_topic_score_gemma":0.19645236,"teacher_disagreement_score":0.19275926,"about_ca_system_score_codex":0.00024179027,"about_ca_system_score_gemma":0.0000049159767,"threshold_uncertainty_score":0.8182103},"labels":[],"label_agreement":null},{"id":"W7099855493","doi":"","title":"in Fulfilment of the RequirE.&amp;apos;rnents of Geography 4C6","year":2016,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Fetch; Shore; Vegetation (pathology); Beach ridge; Scale (ratio); Hydrology (agriculture)","score_opus":0.023014236743235366,"score_gpt":0.2518766259327179,"score_spread":0.22886238918948257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099855493","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":[0.9787712,0.000005136661,0.0002452302,0.00032694254,0.00011425644,0.00014936319,0.00001402708,0.000004365038,0.020369496],"genre_scores_gemma":[0.99637276,0.0000115787325,0.00017732772,0.000037394493,0.0000040365244,0.000004879976,3.2987177e-7,0.000004648463,0.0033870449],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916786,0.000031686566,0.0002577071,0.00013945966,0.00025057947,0.00015268872],"domain_scores_gemma":[0.99949354,0.000033743934,0.00009849524,0.0003387374,0.000003845667,0.00003161375],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018960013,0.0000688059,0.00011332259,0.000029075261,0.000015262363,0.00000210565,0.0002636753,0.00003126942,0.0029664421],"category_scores_gemma":[0.000015674601,0.00003354552,0.00007168606,0.0001832378,0.00010723936,0.00012643792,0.00033160075,0.000024508412,0.00014773509],"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":[0.000012139872,0.00007875926,0.96336955,0.000011393628,0.0000053458643,2.9157135e-7,0.00008609755,0.000043758024,0.032879733,0.00018482638,0.00039610325,0.002931993],"study_design_scores_gemma":[0.0005619558,0.000046080517,0.9823826,0.00008026037,0.0000055472838,0.0000023717496,0.000041151492,0.00012394515,0.0073924195,0.0016380646,0.007610335,0.00011527929],"about_ca_topic_score_codex":0.0018470015,"about_ca_topic_score_gemma":0.0071625235,"teacher_disagreement_score":0.025487311,"about_ca_system_score_codex":0.000056659464,"about_ca_system_score_gemma":0.0000034666186,"threshold_uncertainty_score":0.997945},"labels":[],"label_agreement":null},{"id":"W7100033391","doi":"","title":"RESEARCH ARTICLE Why Money Matters: A Fourth Natural Experiment","year":2010,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Recession; Great Depression; Natural experiment; Stock (firearms); Depression (economics); Natural (archaeology); Quarter (Canadian coin); Stock market","score_opus":0.013984315822457953,"score_gpt":0.2766067942271281,"score_spread":0.2626224784046701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100033391","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":[0.97139585,0.000004885206,0.00025635093,0.0029885168,0.00028650122,0.00018974743,0.0000015477027,0.000059037135,0.024817582],"genre_scores_gemma":[0.99328816,9.568777e-7,0.0023127734,0.0006148211,0.000046852274,0.000027051337,0.000001982497,0.000012787159,0.0036946011],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99865156,0.00004513931,0.00013970058,0.00026999804,0.0004638354,0.0004297837],"domain_scores_gemma":[0.9994065,0.000052498835,0.000018371868,0.0003635238,0.000009246645,0.00014985204],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00046629418,0.00008895517,0.00008031404,0.00003461171,0.00014782009,0.00008357338,0.00026254333,0.00004511049,0.008815079],"category_scores_gemma":[0.000019962763,0.00006997724,0.000035425135,0.00020674203,0.0001143298,0.00021322916,0.00047431354,0.00032123714,0.004630789],"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":[0.000046116456,0.00023612942,0.049528882,0.000009880715,0.0000125629995,0.000029421863,0.00106675,0.00021651051,0.8284126,0.0010529612,0.11303334,0.0063548815],"study_design_scores_gemma":[0.0024474582,0.00043343697,0.1605747,0.000041048435,0.000016306334,0.00020692864,0.005964394,0.42383394,0.15473989,0.004780588,0.24543722,0.001524111],"about_ca_topic_score_codex":0.002244571,"about_ca_topic_score_gemma":0.01057326,"teacher_disagreement_score":0.6736727,"about_ca_system_score_codex":0.00009059933,"about_ca_system_score_gemma":0.0000048499005,"threshold_uncertainty_score":0.99614424},"labels":[],"label_agreement":null},{"id":"W7100117126","doi":"","title":"Predicted Effects of Proposed New Regulation Plans on","year":2008,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Marsh; Wetland; Current (fluid); Hydrology (agriculture); Plan (archaeology); Open water","score_opus":0.004575201220587446,"score_gpt":0.16651040245024964,"score_spread":0.1619352012296622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100117126","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":[0.9668251,8.0611886e-7,0.002455989,0.000047170346,0.00007162516,0.0002552848,0.0000033037245,0.00004860981,0.030292103],"genre_scores_gemma":[0.99232775,0.0000022037173,0.0004991064,0.000022581273,0.000016047188,0.0000014752991,0.0000107659,0.000005814266,0.00711428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994509,0.000016079079,0.00011390625,0.00012266365,0.00019815004,0.000098274126],"domain_scores_gemma":[0.9997115,0.000038262046,0.000041529347,0.00014860043,0.0000020498028,0.00005802844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000031209995,0.000060656286,0.00007938386,0.000017407827,0.000035389756,0.000002126314,0.0000716075,0.00003540506,0.00058010605],"category_scores_gemma":[0.0000212836,0.0000469726,0.00002242909,0.000105706946,0.0000294598,0.000060605726,0.000042043477,0.000030678348,0.00018558913],"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":[0.00027142972,0.00042184503,0.83129215,0.00014764816,0.00003213104,0.000037892034,0.0014112868,0.015399504,0.09656997,0.00073804805,0.038931083,0.014747034],"study_design_scores_gemma":[0.000586117,0.0002810018,0.95839214,0.000028537828,0.000005413448,0.00001241692,0.0000058542773,0.02179918,0.017974304,0.00021725085,0.00060462474,0.0000931763],"about_ca_topic_score_codex":0.00048945437,"about_ca_topic_score_gemma":0.0005904425,"teacher_disagreement_score":0.1271,"about_ca_system_score_codex":0.00005137548,"about_ca_system_score_gemma":0.0000071978116,"threshold_uncertainty_score":0.6351754},"labels":[],"label_agreement":null},{"id":"W7100975172","doi":"","title":"Food Sales Outlets, Food Availability, and the Extent of Nutrition Policy Implementation in Schools in British Columbia","year":2016,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Snack food; Point of sale; Food standards; Food products; Food supply; Nutrition facts label","score_opus":0.0066151372569439575,"score_gpt":0.2234510632709516,"score_spread":0.21683592601400764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100975172","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":[0.9978314,0.000031749983,0.00008375676,0.00087078515,0.000017769502,0.00064881163,0.000081837454,0.000008627509,0.00042528205],"genre_scores_gemma":[0.9995251,0.00012577263,0.00013438902,0.00003504681,0.000010755348,0.00007127921,0.0000061468118,0.000005653472,0.00008584106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906373,0.000091812566,0.00032266896,0.00019585427,0.00015427124,0.00017168939],"domain_scores_gemma":[0.9996762,0.000077839715,0.00006580029,0.00013964191,0.0000053519166,0.000035122717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044453194,0.000052343512,0.0001335223,0.000028078051,0.00003120999,0.000057646837,0.000099943456,0.000032274995,0.0004928864],"category_scores_gemma":[0.00005952542,0.000047683858,0.000026151189,0.00017295133,0.000106468535,0.00019043947,0.00018943349,0.000040773884,0.000019412615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001486026,0.000097329525,0.97642356,0.000024965777,0.0000030085284,4.8721625e-7,0.000080294114,0.0000022885142,0.0005484921,0.00017355295,0.00022503425,0.02240615],"study_design_scores_gemma":[0.0031735753,0.00018220095,0.98514974,0.000075529635,0.0000025102058,0.000008479837,0.00078734907,0.00011399519,0.000056442976,0.010250339,0.00012007898,0.00007973892],"about_ca_topic_score_codex":0.09543703,"about_ca_topic_score_gemma":0.9518803,"teacher_disagreement_score":0.8564433,"about_ca_system_score_codex":0.00022550384,"about_ca_system_score_gemma":0.000011005611,"threshold_uncertainty_score":0.91058654},"labels":[],"label_agreement":null},{"id":"W7101559143","doi":"10.1016/j.margeo.2025.107675","title":"Inorganic mineral flocculation within mid-to-high latitude deep coastal basins","year":2025,"lang":"en","type":"article","venue":"Marine Geology","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Bedford Institute of Oceanography","funders":"Office of Naval Research; Natural Resources Canada","keywords":"Flocculation; Settling; Total organic carbon; Sedimentation; Nepheloid layer; Structural basin; Sediment; Seawater","score_opus":0.0029350790803883936,"score_gpt":0.19426353028699558,"score_spread":0.1913284512066072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101559143","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":[0.975046,0.0000016306989,0.008699973,0.0010620597,0.0005652174,0.00022413903,0.00000828711,0.00006414832,0.014328593],"genre_scores_gemma":[0.9890967,9.810718e-7,0.0035387976,0.0005666164,0.00004187109,0.000016113268,0.000090966314,0.000011479056,0.0066364645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988693,0.000057197067,0.00027860864,0.00034958078,0.00013302032,0.00031227732],"domain_scores_gemma":[0.9995066,0.000042239317,0.00005867661,0.00029715276,0.000011376236,0.00008396651],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015305943,0.00015546681,0.00020224608,0.00008680222,0.000098179866,0.000019384735,0.00022096666,0.00009985115,0.002970533],"category_scores_gemma":[0.000070181464,0.00015117723,0.00003789841,0.00039913418,0.00006900184,0.00007933103,0.0012737559,0.000119887816,0.0008180496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041633848,0.00004797022,0.929368,0.000011844367,0.000017764502,0.000012690311,0.000120507444,0.06396108,0.002025237,0.00078301784,0.00057567836,0.003034578],"study_design_scores_gemma":[0.00048524363,0.00007225425,0.941369,0.0000046270866,0.00001771634,0.000019255674,0.000026673417,0.051742937,0.0001488924,0.001962117,0.003978221,0.00017304863],"about_ca_topic_score_codex":0.0071299127,"about_ca_topic_score_gemma":0.3625144,"teacher_disagreement_score":0.3553845,"about_ca_system_score_codex":0.00013506142,"about_ca_system_score_gemma":0.00001594748,"threshold_uncertainty_score":0.99995995},"labels":[],"label_agreement":null},{"id":"W7103609036","doi":"","title":"Physiological ecology and functional traits of North American native and Eurasian introduced &lt;i&gt;Phragmites australis&lt;/i&gt; lineages","year":2013,"lang":"","type":"article","venue":"Scholarship, Research, and Creative Work at Bryn Mawr College (Bryn Mawr College)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Université de Montréal","funders":"","keywords":"Interspecific competition; Phenotypic plasticity; Evolutionary ecology; Competition (biology); Plant ecology; Invasive species; Adaptation (eye); Introduced species","score_opus":0.030009605570160695,"score_gpt":0.268965390209806,"score_spread":0.23895578463964529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7103609036","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":[0.985463,0.0013551986,0.0000157424,0.002355209,0.00024448705,0.004142838,0.0023771566,0.000082258775,0.003964097],"genre_scores_gemma":[0.9721765,0.0032320889,0.0007678059,0.00013635414,0.00036389424,0.0004991825,0.00011562317,0.00012520723,0.022583324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9870436,0.0033770513,0.0016767005,0.0031158037,0.0021742904,0.002612558],"domain_scores_gemma":[0.99260163,0.0029387695,0.0008573793,0.0008678422,0.00089755206,0.0018368417],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.0030171368,0.0014147836,0.0022405342,0.0009012124,0.0030083419,0.00046345612,0.00095623586,0.0006359268,0.00429306],"category_scores_gemma":[0.0014117806,0.0012796399,0.00031020804,0.004540031,0.0084557645,0.0015642712,0.0032989907,0.00226672,0.000263395],"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":[0.0058260616,0.002434708,0.90546703,0.0008209242,0.0014931741,0.00037101065,0.0029844057,0.00035665982,0.04010357,0.0062670526,0.018349398,0.015526013],"study_design_scores_gemma":[0.0029190117,0.0035136868,0.9832612,0.00026518843,0.00014781371,0.00012933774,0.0028976102,0.0010707114,0.00044866314,0.0015596619,0.0025804688,0.0012066433],"about_ca_topic_score_codex":0.00029309353,"about_ca_topic_score_gemma":0.01726387,"teacher_disagreement_score":0.07779418,"about_ca_system_score_codex":0.0011662956,"about_ca_system_score_gemma":0.0003082636,"threshold_uncertainty_score":0.9998602},"labels":[],"label_agreement":null},{"id":"W7105701740","doi":"10.24400/527896/a03-2025.4080","title":"Using SWOT Observations to Characterize Hydrodynamics and Hydroperiod in River Deltas and Estuaries","year":2025,"lang":"","type":"article","venue":"Open MIND","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Estuary; River delta; Hydrology (agriculture); Discharge; Tidal irrigation; Biogeochemical cycle; Tidal range; Tidal river; Delta","score_opus":0.0528143699872771,"score_gpt":0.28675824202174804,"score_spread":0.23394387203447095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105701740","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":[0.99449885,0.000079235855,0.00044110374,0.0008037002,0.0002012886,0.0011604048,0.0002308002,0.0000014189611,0.002583171],"genre_scores_gemma":[0.9871023,0.00008198259,0.010790188,0.00013131124,0.000011584466,0.000016594762,0.00002131122,0.000017423778,0.0018272965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799794,0.00007340529,0.0005317488,0.0007840901,0.00016851805,0.0004442914],"domain_scores_gemma":[0.99923563,0.000066326356,0.00011229083,0.0003806434,0.0000128315005,0.00019225433],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043245242,0.00030076626,0.00042581712,0.00013313745,0.00039944876,0.0007535169,0.0004541786,0.0001377649,0.0005066102],"category_scores_gemma":[0.00006416447,0.00032222905,0.000027449618,0.00064664084,0.00028427152,0.0009019213,0.0029883543,0.00018514048,0.00009177452],"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":[0.00018365444,0.00024172137,0.79590845,0.000088060224,0.0000641345,0.000057663514,0.009372401,0.009834109,0.018331138,0.00011483624,0.00002201265,0.1657818],"study_design_scores_gemma":[0.0005889771,0.00006192947,0.5911108,0.00031327314,0.000052093827,0.000015847902,0.00064318575,0.40173164,0.00004943557,0.00013619197,0.004948274,0.00034832972],"about_ca_topic_score_codex":0.0054373024,"about_ca_topic_score_gemma":0.04012862,"teacher_disagreement_score":0.39189753,"about_ca_system_score_codex":0.00034725474,"about_ca_system_score_gemma":0.00008400913,"threshold_uncertainty_score":0.999923},"labels":[],"label_agreement":null},{"id":"W7106108981","doi":"10.5281/zenodo.17654928","title":"BNP's Policy Reform Agenda (29th) on Waterway Governance and Climate Adaptation in Bangladesh","year":2025,"lang":"ang","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Discovery Centre","funders":"","keywords":"Livelihood; Resilience (materials science); Natural disaster; Corporate governance; Dredging; Climate change; Sustainability; Climate change adaptation; Stakeholder","score_opus":0.01899492967321549,"score_gpt":0.2246599854258004,"score_spread":0.20566505575258492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106108981","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011396782,0.00012745304,0.00035734053,0.0015598302,0.00023338108,0.0013742903,0.0030693945,0.00037575047,0.98150575],"genre_scores_gemma":[0.83825576,0.0052677207,0.00019893743,0.0005277664,0.00041334037,4.5834693e-7,0.008040941,0.0028169965,0.1444781],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99635816,0.00039104404,0.00063726184,0.0010436312,0.0007067912,0.00086309796],"domain_scores_gemma":[0.9985947,0.000045855428,0.0003417417,0.000690609,0.000093989045,0.00023311442],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010217958,0.00044669438,0.00041620922,0.00039261678,0.0017830428,0.0008555671,0.001120962,0.00027393858,0.0076394537],"category_scores_gemma":[0.0002906023,0.00046466218,0.0000896195,0.0007328105,0.00026994103,0.0004179137,0.003334718,0.00071993633,0.0122874845],"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":[0.000905479,0.00058623747,0.0001260264,0.0022182665,0.00014929044,0.0002552937,0.0072673988,0.0036537938,0.0013139362,0.035712466,0.08655577,0.86125606],"study_design_scores_gemma":[0.00096813287,0.0004818641,0.007613132,0.0009499257,0.000026393762,0.00007721703,0.00049860956,0.010668279,0.00003695025,0.0002597074,0.9778466,0.0005731831],"about_ca_topic_score_codex":0.0013716712,"about_ca_topic_score_gemma":0.00021641795,"teacher_disagreement_score":0.89129084,"about_ca_system_score_codex":0.0040106536,"about_ca_system_score_gemma":0.000019288154,"threshold_uncertainty_score":0.9998128},"labels":[],"label_agreement":null},{"id":"W7106131082","doi":"10.5281/zenodo.17654929","title":"BNP's Policy Reform Agenda (29th) on Waterway Governance and Climate Adaptation in Bangladesh","year":2025,"lang":"ang","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Discovery Centre","funders":"","keywords":"Livelihood; Resilience (materials science); Natural disaster; Corporate governance; Dredging; Climate change; Sustainability; Climate change adaptation; Stakeholder","score_opus":0.01899492967321549,"score_gpt":0.2246599854258004,"score_spread":0.20566505575258492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106131082","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011396782,0.00012745304,0.00035734053,0.0015598302,0.00023338108,0.0013742903,0.0030693945,0.00037575047,0.98150575],"genre_scores_gemma":[0.83825576,0.0052677207,0.00019893743,0.0005277664,0.00041334037,4.5834693e-7,0.008040941,0.0028169965,0.1444781],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99635816,0.00039104404,0.00063726184,0.0010436312,0.0007067912,0.00086309796],"domain_scores_gemma":[0.9985947,0.000045855428,0.0003417417,0.000690609,0.000093989045,0.00023311442],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010217958,0.00044669438,0.00041620922,0.00039261678,0.0017830428,0.0008555671,0.001120962,0.00027393858,0.0076394537],"category_scores_gemma":[0.0002906023,0.00046466218,0.0000896195,0.0007328105,0.00026994103,0.0004179137,0.003334718,0.00071993633,0.0122874845],"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":[0.000905479,0.00058623747,0.0001260264,0.0022182665,0.00014929044,0.0002552937,0.0072673988,0.0036537938,0.0013139362,0.035712466,0.08655577,0.86125606],"study_design_scores_gemma":[0.00096813287,0.0004818641,0.007613132,0.0009499257,0.000026393762,0.00007721703,0.00049860956,0.010668279,0.00003695025,0.0002597074,0.9778466,0.0005731831],"about_ca_topic_score_codex":0.0013716712,"about_ca_topic_score_gemma":0.00021641795,"teacher_disagreement_score":0.89129084,"about_ca_system_score_codex":0.0040106536,"about_ca_system_score_gemma":0.000019288154,"threshold_uncertainty_score":0.9998128},"labels":[],"label_agreement":null},{"id":"W7109839444","doi":"10.26108/hj81-4247","title":"Sediment mobility and sand bar dynamics on the Schubenacadie River, Nova Scotia","year":2003,"lang":"en","type":"article","venue":"AcadiaU-DEV","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Shoal; Erosion; Sediment; Nova scotia; Estuary; Settling; Hydrology (agriculture); Dredging; Deposition (geology)","score_opus":0.00905667288904884,"score_gpt":0.20576626940322387,"score_spread":0.19670959651417502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7109839444","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":[0.95649564,0.00007713941,0.00018927381,0.0006870405,0.00026686498,0.0004719802,0.000042917713,0.000038875623,0.041730274],"genre_scores_gemma":[0.9984555,0.000051299936,0.00031429468,0.000519328,0.00002492917,0.000010418693,0.000009948742,0.000022457829,0.0005918218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983728,0.000123891,0.00025198207,0.00047935918,0.00033563582,0.00043632387],"domain_scores_gemma":[0.9990511,0.00019165849,0.000079923564,0.00049316324,0.000008531117,0.00017564865],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006681458,0.00023478366,0.00019057769,0.000028117738,0.00021114718,0.00004948884,0.00027541377,0.00012940812,0.0014487259],"category_scores_gemma":[0.00012942674,0.00016865731,0.000053059386,0.00021492924,0.00028781538,0.0001605834,0.00021407125,0.00030477994,0.0014054644],"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":[0.0000868748,0.00046440252,0.92781925,0.00008682238,0.00010814232,0.000035246398,0.0011568293,0.0031969582,0.001124623,0.039360996,0.012111297,0.014448533],"study_design_scores_gemma":[0.0024260737,0.0006363513,0.8336365,0.00015449234,0.00013870449,0.00013130576,0.0008651018,0.074915156,0.002647429,0.016251756,0.06644203,0.0017550744],"about_ca_topic_score_codex":0.0013564655,"about_ca_topic_score_gemma":0.0026831483,"teacher_disagreement_score":0.09418275,"about_ca_system_score_codex":0.0003969144,"about_ca_system_score_gemma":0.000017390807,"threshold_uncertainty_score":0.9994641},"labels":[],"label_agreement":null},{"id":"W7115809072","doi":"","title":"GIS AND REMOTE SENSING OF LANDSCAPE-LEVEL DISTURBANCES","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Phragmites; Ecosystem; Wetland; Biomass (ecology); Biodiversity; Satellite imagery; Disturbance (geology); Terrestrial ecosystem","score_opus":0.00873795675627613,"score_gpt":0.1828177817467384,"score_spread":0.17407982499046226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809072","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":[0.2841307,0.000144918,0.0006390127,0.000018364794,0.00024480934,0.00013787921,0.00006630078,0.000024253319,0.71459377],"genre_scores_gemma":[0.15627931,0.00013712274,0.0027599959,0.0000119129145,0.000028659153,3.3897585e-8,0.00027046102,0.00003068921,0.8404818],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895173,0.00005154612,0.00017103102,0.00040546042,0.00022138454,0.00019885683],"domain_scores_gemma":[0.9994626,0.000035102537,0.00019787761,0.00020464584,0.000017570736,0.00008222402],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000053201235,0.00021656591,0.00032100637,0.000052369025,0.000090518544,0.000031670763,0.00017297007,0.00017404178,0.027098043],"category_scores_gemma":[0.000009745802,0.00023460783,0.00008446685,0.0003182358,0.000051869978,0.00013054599,0.00020926476,0.0001546861,0.00002725279],"study_design_candidate":"design_other","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":[0.00011822164,0.0000190265,0.009875862,0.00035053218,0.000072343566,0.00016183335,0.0010194416,0.00008274567,0.00078615354,0.00002871617,0.00050201954,0.9869831],"study_design_scores_gemma":[0.003999333,0.00035956627,0.27372202,0.003257579,0.0010872049,0.00014209925,0.059293028,0.040482514,0.0022870009,0.00063791685,0.61131614,0.0034155592],"about_ca_topic_score_codex":0.0016964127,"about_ca_topic_score_gemma":0.049358595,"teacher_disagreement_score":0.98356754,"about_ca_system_score_codex":0.00009179703,"about_ca_system_score_gemma":0.000019296986,"threshold_uncertainty_score":0.9737913},"labels":[],"label_agreement":null},{"id":"W7116775631","doi":"10.52403/ijrr.20251245","title":"Toward Regenerative Coastal Seascapes: Integrating Blue Carbon, Restoration Ecology, and Spatial Planning Across Marine and Coastal Ecosystems","year":2025,"lang":"","type":"article","venue":"International Journal of Research and Review","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Marine spatial planning; Restoration ecology; Marine protected area; Seascape; Kelp forest; Biodiversity; Ecosystem services; Ecosystem; Climate change","score_opus":0.03196609786550285,"score_gpt":0.362855161114306,"score_spread":0.33088906324880313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116775631","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":[0.94390756,0.0461099,0.00085863704,0.0058833454,0.0012645848,0.0007922389,0.0002336862,0.000007801717,0.0009422328],"genre_scores_gemma":[0.89744633,0.10139177,0.00019487039,0.000100235404,0.00033055467,0.000013112699,0.000025694835,0.000014520843,0.00048290365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99603283,0.00064660184,0.0012235619,0.00047446924,0.0011267414,0.0004957819],"domain_scores_gemma":[0.99762696,0.00053978234,0.000628147,0.00015460263,0.0007169333,0.00033356634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045113815,0.00030149534,0.0007239881,0.0002664965,0.0003709506,0.0004878652,0.0004461903,0.00016234239,0.00008953785],"category_scores_gemma":[0.00088711124,0.00024262228,0.000097824406,0.00032765922,0.0006523228,0.0004650922,0.001822868,0.0009864682,0.000003405413],"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":[0.0012862297,0.00031481383,0.71078944,0.00645992,0.0009891855,0.0010693739,0.0036635073,0.0001958356,0.0015866397,0.0007446183,0.0018584003,0.27104205],"study_design_scores_gemma":[0.013698789,0.0108620655,0.39831635,0.16515146,0.00067017594,0.014924643,0.03080894,0.29007396,0.0012730302,0.0044368245,0.06728631,0.0024974376],"about_ca_topic_score_codex":0.0031231618,"about_ca_topic_score_gemma":0.04939267,"teacher_disagreement_score":0.3124731,"about_ca_system_score_codex":0.0003539039,"about_ca_system_score_gemma":0.00027201444,"threshold_uncertainty_score":0.98938495},"labels":[],"label_agreement":null},{"id":"W7117540562","doi":"10.1016/j.envexpbot.2025.106305","title":"Climate-mediated trade-offs between nutrient allocation and resorption efficiency in Phragmites australis along moisture gradients: A case study from an arid wetland in China","year":2025,"lang":"en","type":"article","venue":"Environmental and Experimental Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"University of Guelph","funders":"National Natural Science Foundation of China","keywords":"Phragmites; Nutrient; Arid; Wetland; Moisture; Phosphorus; Ecosystem","score_opus":0.005535317108823413,"score_gpt":0.23107083110459764,"score_spread":0.22553551399577423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117540562","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":[0.9982023,0.00038108652,0.00001081076,0.00010167386,0.000084757354,0.00094810454,0.00014876909,0.000028931017,0.00009351336],"genre_scores_gemma":[0.9994982,0.000081467544,0.000047295784,0.00004245615,0.00002093431,0.00009066009,0.00018164639,0.000019060946,0.000018314917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978772,0.00015848083,0.00050929846,0.000779041,0.00026597246,0.00041002614],"domain_scores_gemma":[0.9994338,0.000052632055,0.000092017566,0.00025185104,4.6339358e-7,0.00016921222],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002570724,0.00032740834,0.00032681297,0.00011618634,0.00020314453,0.00007342516,0.00013794615,0.00012523176,0.000101825906],"category_scores_gemma":[0.0000053473163,0.00031715867,0.000033056953,0.00021865196,0.00018103227,0.0005149069,0.00034900298,0.0002217585,0.000015494374],"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":[0.000101686805,0.0014127613,0.9380758,0.0000068047625,0.000012356676,0.00031351484,0.0054727476,0.00007639777,0.05367086,0.000004818948,0.000008142718,0.0008441151],"study_design_scores_gemma":[0.0027014562,0.0004030747,0.9725392,0.000048261376,0.000025231613,0.00007255284,0.017267823,0.0038054723,0.0027025933,0.000050085066,0.000047868867,0.0003364202],"about_ca_topic_score_codex":0.012090211,"about_ca_topic_score_gemma":0.009386989,"teacher_disagreement_score":0.050968267,"about_ca_system_score_codex":0.00056016044,"about_ca_system_score_gemma":0.000003328627,"threshold_uncertainty_score":0.99992806},"labels":[],"label_agreement":null},{"id":"W7117708578","doi":"10.1016/j.rsase.2025.101862","title":"On the use of post-classification change analysis for monitoring salt marsh extent in support of carbon inventory reporting","year":2025,"lang":"en","type":"article","venue":"Remote Sensing Applications Society and Environment","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada","keywords":"Salt marsh; Marsh; Bay; Vegetation (pathology); Intertidal zone; Wetland; Hydrology (agriculture); Ecosystem","score_opus":0.052376649363938745,"score_gpt":0.2583924594358329,"score_spread":0.20601581007189415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117708578","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":[0.97218865,0.000022501787,0.02615344,0.0007752707,0.00001854717,0.0007081991,0.000011772149,0.000008019055,0.0001135982],"genre_scores_gemma":[0.99293596,0.00021292575,0.006618059,0.00007690141,0.000009644813,0.000013703803,0.000020562742,0.0000074512855,0.00010478965],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998885,0.000031017727,0.0005301643,0.0002642244,0.00015707166,0.00013252668],"domain_scores_gemma":[0.9989611,0.00015079266,0.00048352845,0.0003707052,0.000007718586,0.00002618739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005113156,0.000093808994,0.00018563688,0.000043683325,0.000093569535,0.000009116319,0.00006270017,0.00006122354,0.0000042527445],"category_scores_gemma":[0.000037379858,0.00008239938,0.00013063914,0.00029797023,0.000101584345,0.00003577507,0.00009732717,0.00007188574,7.5998713e-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":[0.00009320547,0.000486834,0.44032887,0.00051987456,0.00068511756,0.0000013139397,0.005724079,0.06812872,0.14557132,0.0007182497,0.00023284911,0.33750957],"study_design_scores_gemma":[0.0001823859,0.000039052622,0.3748942,0.00006279982,0.0002272606,0.0000011714972,0.00071166817,0.6199348,0.0015957098,0.0005258459,0.0016830595,0.00014204244],"about_ca_topic_score_codex":0.0012592941,"about_ca_topic_score_gemma":0.00014941726,"teacher_disagreement_score":0.5518061,"about_ca_system_score_codex":0.0002618757,"about_ca_system_score_gemma":0.000006354702,"threshold_uncertainty_score":0.33601493},"labels":[],"label_agreement":null},{"id":"W7118016474","doi":"10.56093/sr.v53i2.4","title":"Mangrove Seeds and Their Role in Climate Adaptation and Coastal Ecosystem Management","year":2025,"lang":"","type":"article","venue":"Seed Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Department of Environment and Conservation","funders":"","keywords":"Mangrove; Propagule; Adaptation (eye); Biological dispersal; Biodiversity; Seed dispersal; Ecosystem","score_opus":0.016351623504340676,"score_gpt":0.2686219752621967,"score_spread":0.25227035175785606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118016474","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":[0.9534755,0.0008556585,0.00028585142,0.0006247478,0.00019753883,0.0016278883,0.00017369419,0.000023555154,0.0427356],"genre_scores_gemma":[0.99418956,0.002553603,0.00010448454,0.000021290143,0.000022874705,0.000076094075,0.00001699039,0.00002448491,0.002990607],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99642575,0.000483479,0.000532081,0.00087034283,0.00058640563,0.0011019472],"domain_scores_gemma":[0.99900466,0.0002532827,0.000071834686,0.00042948299,0.000033633816,0.00020708365],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034159715,0.00029385765,0.00035763395,0.0005894294,0.00049519975,0.0003524205,0.00033068805,0.00017882891,0.00011526137],"category_scores_gemma":[0.000026288688,0.00026980333,0.000045275527,0.0011245842,0.0002698176,0.00031159527,0.0028751867,0.00054843706,0.00014471042],"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":[0.0011899826,0.0006655476,0.54815215,0.006154494,0.0002814488,0.0002415138,0.01601654,0.005068484,0.007893654,0.009836131,0.00018451174,0.40431553],"study_design_scores_gemma":[0.0013296925,0.0001742258,0.4029258,0.00072620536,0.000014641013,0.000013948093,0.049103938,0.54204834,0.00012841623,0.0017648776,0.0014982333,0.00027169278],"about_ca_topic_score_codex":0.0017126205,"about_ca_topic_score_gemma":0.054841716,"teacher_disagreement_score":0.53697985,"about_ca_system_score_codex":0.00047626515,"about_ca_system_score_gemma":0.00003436884,"threshold_uncertainty_score":0.99997544},"labels":[],"label_agreement":null},{"id":"W7120578471","doi":"","title":"Assessing survivorship and germination of seeded and planted species in restored Great Lakes coastal wetlands invaded by hybrid cattail, Typha x glauca","year":2025,"lang":"en","type":"dissertation","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Sowing; Introduced species; Typha; Wetland; Invasive species; Wildlife; Native plant; Habitat; Perennial plant","score_opus":0.010642318941007003,"score_gpt":0.19354222173560567,"score_spread":0.18289990279459867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120578471","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":[0.9695942,0.000064971566,0.000032774453,0.000008792393,0.0003636563,0.00040130943,0.00058687094,0.000042223008,0.028905237],"genre_scores_gemma":[0.91337824,0.000022462731,0.000017765524,0.0000012182056,0.000011538742,5.939716e-7,0.0019377841,0.00002088451,0.08460953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798995,0.00009258388,0.00059334276,0.0005692585,0.0004670925,0.00028777652],"domain_scores_gemma":[0.99867517,0.00013054359,0.0007086118,0.00026214166,0.000049028757,0.00017452522],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018648729,0.0003488158,0.0007092555,0.0002725237,0.00014811552,0.00016305821,0.0002569687,0.00020443827,0.000017656683],"category_scores_gemma":[0.000032531152,0.0004043225,0.00009142689,0.00027790316,0.00013302181,0.0008098447,0.00017323422,0.00019419922,0.000002962731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066779833,0.000104554274,0.9763484,0.0026433065,0.00011808421,0.00042626224,0.003478952,0.00004220965,0.008705924,0.00000916115,0.0050241174,0.0024312004],"study_design_scores_gemma":[0.0030725582,0.000417011,0.9097625,0.0042144693,0.0002952194,0.00032058702,0.071053386,0.0015116162,0.0041699815,0.000042059164,0.003797535,0.0013430895],"about_ca_topic_score_codex":0.01134628,"about_ca_topic_score_gemma":0.06599701,"teacher_disagreement_score":0.067574434,"about_ca_system_score_codex":0.0003171051,"about_ca_system_score_gemma":0.00019050532,"threshold_uncertainty_score":0.99984086},"labels":[],"label_agreement":null},{"id":"W7126213231","doi":"10.18280/ijdne.201212","title":"Establishment of Sustainable Management Model for the Ujungpangkah’s Mangrove Essential Ecosystem Area, Gresik – East Java","year":2025,"lang":"","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Mangrove ecosystem; Mangrove; Java; Ecosystem; Sustainable management; Sustainable development","score_opus":0.006069738267815535,"score_gpt":0.22764188415901304,"score_spread":0.2215721458911975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126213231","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":[0.064488955,0.002722208,0.92135656,0.0032128145,0.004016787,0.0018183355,0.0004906351,0.000011249673,0.0018824328],"genre_scores_gemma":[0.9871556,0.0025806476,0.0045946823,0.0001814258,0.00014776991,0.000025124218,0.000017021686,0.000031632102,0.005266103],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99650323,0.000090794645,0.0013935325,0.00043874257,0.0010279374,0.0005457332],"domain_scores_gemma":[0.9972668,0.0003905155,0.0012742386,0.00036587426,0.00055738265,0.00014517497],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017737595,0.00041529865,0.00057743245,0.0005079851,0.00027914988,0.0003708224,0.0015672888,0.00035266305,0.0000748372],"category_scores_gemma":[0.000094168696,0.0003235009,0.00040708584,0.0003508058,0.00013946315,0.00066500955,0.00085054577,0.00062598253,0.00000270438],"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":[0.0033866984,0.00075645023,0.0017571272,0.0009510301,0.0038873004,0.0003166026,0.0014287437,0.91104025,0.00049471756,0.044667516,0.008349494,0.022964077],"study_design_scores_gemma":[0.0019794242,0.00019240323,0.001334667,0.00058395305,0.0005771936,0.00012648605,0.0032843193,0.98095566,0.00008937936,0.00808871,0.0025104687,0.000277322],"about_ca_topic_score_codex":0.000046927882,"about_ca_topic_score_gemma":0.0005555079,"teacher_disagreement_score":0.92266667,"about_ca_system_score_codex":0.0010332727,"about_ca_system_score_gemma":0.00018311558,"threshold_uncertainty_score":0.9999217},"labels":[],"label_agreement":null},{"id":"W7128508546","doi":"10.64903/1480-6800.20.2.252","title":"Variation in Plant Litter Decomposition Rates across Extreme Dry Environments in Qatar","year":2017,"lang":"","type":"article","venue":"Arab world geographer","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Ecosystem; Biomass (ecology); Litter; Mangrove; Plant litter; Nutrient cycle; Nutrient; Terrestrial ecosystem; Vegetation (pathology)","score_opus":0.012513866086296753,"score_gpt":0.24856731791857944,"score_spread":0.23605345183228268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128508546","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":[0.9945593,0.00019415528,0.00024396149,0.0005478398,0.00075472007,0.000806096,0.00023771606,0.00001697227,0.0026392732],"genre_scores_gemma":[0.9972933,0.00036282002,0.00031189877,0.00017356877,0.000084655774,0.000075221884,0.00008432311,0.000045048502,0.0015691849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960855,0.00019731319,0.0009305642,0.0010926684,0.00054522266,0.001148712],"domain_scores_gemma":[0.99789554,0.00008757404,0.00054711895,0.0012671935,0.000004482165,0.0001981142],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010548553,0.0005066273,0.00048529173,0.00025676604,0.00067999156,0.0005193207,0.00088026567,0.00021083342,0.0027724935],"category_scores_gemma":[0.000021229134,0.00054467877,0.00017679314,0.00042535327,0.00032624637,0.0014100571,0.00090789964,0.000487027,0.00118343],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016125411,0.00045816562,0.9844456,0.000031776217,0.000029840969,0.0001056492,0.0011863784,0.002239588,0.002112161,0.000025802316,0.00004115114,0.009162641],"study_design_scores_gemma":[0.0017681905,0.000054266056,0.9675549,0.0003191984,0.000021883207,0.000004796767,0.00011834759,0.026959937,0.000118646705,0.00084153784,0.0016514546,0.00058679085],"about_ca_topic_score_codex":0.011283508,"about_ca_topic_score_gemma":0.23744743,"teacher_disagreement_score":0.22616392,"about_ca_system_score_codex":0.0004504177,"about_ca_system_score_gemma":0.000010693933,"threshold_uncertainty_score":0.9997005},"labels":[],"label_agreement":null},{"id":"W7128523744","doi":"10.64903/arwg.1480-6800.17.2.166","title":"An Assessment of Avicennia marina Forest Structure and Aboveground Biomass in Eastern Mangrove Lagoon National Park, Abu Dhabi","year":2014,"lang":"","type":"article","venue":"Arab world geographer","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Basal area; Biomass (ecology); Diameter at breast height; Crown (dentistry); Mangrove; Avicennia marina; Forest structure; Floristics","score_opus":0.005779465625346494,"score_gpt":0.24894324611150842,"score_spread":0.24316378048616194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128523744","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":[0.98716056,0.00010813594,0.00053442596,0.00016993306,0.00034150793,0.00060340256,0.00021329107,0.000020644378,0.010848098],"genre_scores_gemma":[0.99749947,0.00003313483,0.0014944543,0.00012531369,0.000082822415,0.000021219892,0.000073506024,0.00004600419,0.0006240505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99641454,0.00020796283,0.0008092068,0.0009466958,0.00091982697,0.00070174184],"domain_scores_gemma":[0.9984888,0.00013979622,0.0004385132,0.0005969411,0.000046345976,0.00028959097],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008098341,0.00049995264,0.0005370158,0.00042794427,0.00017292994,0.00018795338,0.0005026578,0.00019258949,0.0019941805],"category_scores_gemma":[0.000011028625,0.00049183867,0.00013940831,0.0009819865,0.0003998945,0.00064759835,0.0004280574,0.00035099545,0.00003450446],"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":[0.000058023525,0.0002901906,0.98301303,0.00017023413,0.00005427458,0.000006755917,0.0001782668,0.0016356284,0.0012462789,0.0015422896,0.00003570884,0.011769342],"study_design_scores_gemma":[0.0011409551,0.00022441184,0.8610625,0.00011068893,0.00004119776,0.000009780743,0.00009846487,0.1312782,0.000018410472,0.0043293997,0.0012310874,0.00045490352],"about_ca_topic_score_codex":0.0050123124,"about_ca_topic_score_gemma":0.2902793,"teacher_disagreement_score":0.28526697,"about_ca_system_score_codex":0.00021879493,"about_ca_system_score_gemma":0.00003213541,"threshold_uncertainty_score":0.99975336},"labels":[],"label_agreement":null},{"id":"W7128540465","doi":"10.64903/1480-6800.23.2.217","title":"SPOT Imagery Observation on Mangrove Changes Using NDVI Density Analysis: The Case of Sepang Besar River, Malaysia","year":2020,"lang":"","type":"article","venue":"Arab world geographer","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Mangrove; Normalized Difference Vegetation Index; Urbanization; Land cover; Land use; Vegetation (pathology); Biodiversity","score_opus":0.02107960835753821,"score_gpt":0.22956501506169855,"score_spread":0.20848540670416033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128540465","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":[0.9957879,0.00035014088,0.0005058345,0.0016701029,0.00026285395,0.0006576295,0.0001825476,0.000039882292,0.00054309546],"genre_scores_gemma":[0.9976557,0.00010138865,0.0006383057,0.0010914908,0.00014131774,0.000010932689,0.000027412343,0.00004011244,0.00029335084],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969439,0.0002899875,0.0006586844,0.0009120493,0.00053473574,0.0006606665],"domain_scores_gemma":[0.9979958,0.00019773307,0.0006275575,0.00085708714,0.000054168624,0.00026767445],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005975696,0.00049154507,0.00068211707,0.00030351334,0.00047849704,0.00011439469,0.000481734,0.00011752538,0.0015252928],"category_scores_gemma":[0.000035684814,0.00041184667,0.0006338686,0.005309425,0.00045711064,0.00033060368,0.00059089356,0.00038300725,0.00015513955],"study_design_candidate":"observational","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":[0.00024235791,0.00023123069,0.9223271,0.00015387703,0.0014651419,0.0010166555,0.0025672491,0.057291668,0.0036498692,0.000109283406,0.00024164982,0.0107038915],"study_design_scores_gemma":[0.00045118757,0.00015139258,0.49002227,0.0001002127,0.0029516835,0.0000617968,0.0013748426,0.50319225,0.0007031905,0.0001444079,0.0002840331,0.00056272047],"about_ca_topic_score_codex":0.009245179,"about_ca_topic_score_gemma":0.04590848,"teacher_disagreement_score":0.4459006,"about_ca_system_score_codex":0.0001203251,"about_ca_system_score_gemma":0.000014905284,"threshold_uncertainty_score":0.99983335},"labels":[],"label_agreement":null},{"id":"W7128549439","doi":"10.64903/1480-6800.20.2.208","title":"Human and Avicennia marina Mangrove Populations: with Special Reference to Qatar","year":2017,"lang":"","type":"article","venue":"Arab world geographer","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Mangrove; Avicennia marina; Biodiversity; Ecosystem services; Avicennia; Wetland; Ecosystem","score_opus":0.018517296001075247,"score_gpt":0.25301467673610845,"score_spread":0.2344973807350332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128549439","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":[0.82370657,0.000070305374,0.00006268473,0.00072382105,0.00043305245,0.00088802737,0.00012110344,0.000038345053,0.17395611],"genre_scores_gemma":[0.98104525,0.00003163772,0.0019485443,0.00018864582,0.00035923594,0.000039237304,0.000017030417,0.000048172707,0.016322238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970443,0.00005653574,0.00047211154,0.0010788355,0.000539568,0.0008086136],"domain_scores_gemma":[0.99743533,0.000019469411,0.00037869348,0.0016449213,0.000027542324,0.00049403775],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031083563,0.0004918036,0.00042436775,0.00020706854,0.002169418,0.0007970024,0.00088158913,0.000112556634,0.0068580927],"category_scores_gemma":[0.000013230648,0.00045411935,0.00009243773,0.00040324108,0.0005080968,0.0007473209,0.0013683283,0.00034882085,0.0011083409],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011859197,0.00009244187,0.96868396,0.000033079326,0.00004651967,0.000049736715,0.00019697247,0.0001253802,0.000054650034,0.0033458485,0.0012066868,0.026046118],"study_design_scores_gemma":[0.000701169,0.00027888434,0.9745578,0.00020298427,0.000095000556,0.00001537557,0.00012235499,0.0002813099,0.000005253612,0.0026632752,0.020415986,0.00066056766],"about_ca_topic_score_codex":0.010575919,"about_ca_topic_score_gemma":0.43981722,"teacher_disagreement_score":0.4292413,"about_ca_system_score_codex":0.000113260314,"about_ca_system_score_gemma":0.000011444906,"threshold_uncertainty_score":0.999791},"labels":[],"label_agreement":null},{"id":"W7132305453","doi":"","title":"Nature-based infrastructure for coastal flooding and erosion: a dual-impact technology?","year":2024,"lang":"en","type":"article","venue":"NPARC","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coastal erosion; Flood myth; Flooding (psychology); Shore; Coastal flood; Erosion; Risk management; Coastal management; Natural (archaeology)","score_opus":0.003546425202186629,"score_gpt":0.2308330338841545,"score_spread":0.22728660868196787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132305453","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":[0.99237597,0.00006390387,0.003394286,0.00093162793,0.00025785464,0.00029353218,0.00015748377,0.0001764775,0.0023488628],"genre_scores_gemma":[0.99526983,0.0000046006403,0.004358856,0.00006394287,0.000047379704,0.000028133762,0.000022540276,0.00002067167,0.00018406574],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991534,0.000009196569,0.00012170305,0.0003127277,0.0001460424,0.00025694448],"domain_scores_gemma":[0.9996684,0.00006325898,0.000023471628,0.00016164621,0.000005048873,0.00007816878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001313162,0.00014183117,0.00012956897,0.000078185614,0.00011053053,0.00008649475,0.00009800654,0.00020394615,0.0005979583],"category_scores_gemma":[0.000041785705,0.000110359266,0.000058468242,0.00028599042,0.00008877183,0.00011890731,0.0001787588,0.00025601027,0.000038589787],"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":[0.00017911766,0.0000686972,0.16828196,0.0004772763,0.00008277501,0.000120254466,0.0003681063,0.003979591,0.70750374,0.0038864522,0.04025375,0.07479828],"study_design_scores_gemma":[0.0016424508,0.00071195606,0.05002141,0.0004176224,0.000099096535,0.00038708217,0.0002491776,0.8260244,0.011509717,0.061759222,0.046237495,0.00094033487],"about_ca_topic_score_codex":0.000015430242,"about_ca_topic_score_gemma":0.00029551657,"teacher_disagreement_score":0.82204485,"about_ca_system_score_codex":0.00010570919,"about_ca_system_score_gemma":0.000019748852,"threshold_uncertainty_score":0.6547224},"labels":[],"label_agreement":null},{"id":"W7132962943","doi":"","title":"Responses of festuca rubra to natural and simulated foraging by geese on Akimiski Island, Nunavut Territotory","year":2003,"lang":"","type":"dissertation","venue":"TSpace","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Festuca rubra; Goose; Forage; Foraging; Grazing; Festuca; Natural (archaeology)","score_opus":0.006857975782511704,"score_gpt":0.2772427791656399,"score_spread":0.2703848033831282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132962943","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":[0.99387467,0.0005509414,0.000048237693,0.00021266319,0.00086945214,0.0011992266,0.00025957255,0.000035613295,0.0029495985],"genre_scores_gemma":[0.9473854,0.00012381503,0.00013283103,0.00014289917,0.000030622607,0.000019863008,0.00030749416,0.00009029727,0.051766805],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99646425,0.00029219364,0.0006912243,0.0010466704,0.0007670047,0.0007386695],"domain_scores_gemma":[0.99805796,0.00040349524,0.00049443264,0.0006332112,0.0000425496,0.00036837472],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004659619,0.0007316159,0.0007691222,0.00024519872,0.00032084694,0.00011364676,0.0004102948,0.00039313405,0.00063812477],"category_scores_gemma":[0.00027060456,0.0007341247,0.0001554022,0.0004671926,0.00012181132,0.00020470086,0.00019239278,0.00058566907,0.00017346033],"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":[0.020669937,0.0023048257,0.19315891,0.003995269,0.0008218111,0.00042307112,0.135338,0.04216211,0.5473078,0.00011309401,0.027520107,0.026185075],"study_design_scores_gemma":[0.016200872,0.0099324025,0.42024603,0.012631158,0.0014727113,0.0003941786,0.13132961,0.23881525,0.09314175,0.00038798165,0.060998272,0.0144497715],"about_ca_topic_score_codex":0.0027725166,"about_ca_topic_score_gemma":0.01391672,"teacher_disagreement_score":0.45416605,"about_ca_system_score_codex":0.0004685986,"about_ca_system_score_gemma":0.00007134399,"threshold_uncertainty_score":0.999511},"labels":[],"label_agreement":null},{"id":"W7134408130","doi":"","title":"Smooth Cordgrass","year":2012,"lang":"en","type":"article","venue":"Journal of International Crisis and Risk Communication Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Marsh; Arid; Jellyfish; Salt marsh; Natural (archaeology)","score_opus":0.034310825164571616,"score_gpt":0.35322127468676995,"score_spread":0.3189104495221983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134408130","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":[0.9852867,0.00078833004,0.000472673,0.0016033525,0.0001641041,0.000057467416,0.0000070590495,0.0000035700348,0.011616715],"genre_scores_gemma":[0.98879874,0.009053444,0.0017742082,0.000029607832,0.00008050481,0.0000024613473,0.0000028068964,0.0000063347998,0.0002519139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984695,0.00033639668,0.0003035947,0.00005967251,0.0006635116,0.0001673621],"domain_scores_gemma":[0.9989841,0.00027784292,0.00022786683,0.00022708929,0.0001473248,0.00013579825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037145743,0.000053017575,0.00009382626,0.00012012986,0.0001968692,0.000067489025,0.000547652,0.00003811491,0.0007446243],"category_scores_gemma":[0.00023568528,0.00003949701,0.000047175006,0.00014390142,0.00009863089,0.00042795806,0.00052010093,0.00042574678,0.00008596258],"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":[0.000041622592,0.0001261047,0.96710765,0.0000023544214,0.000029730865,7.450447e-7,0.000514578,0.0000705951,0.00012284383,0.00062116084,0.019219829,0.01214281],"study_design_scores_gemma":[0.00033297567,0.00007951126,0.78612345,0.000026067002,0.000011612625,0.0000662857,0.001738766,0.0021419758,0.00006900204,0.0017030244,0.20762718,0.0000801277],"about_ca_topic_score_codex":0.0008820102,"about_ca_topic_score_gemma":0.0003065187,"teacher_disagreement_score":0.18840735,"about_ca_system_score_codex":0.00015592264,"about_ca_system_score_gemma":0.000009411334,"threshold_uncertainty_score":0.8153114},"labels":[],"label_agreement":null},{"id":"W7138851996","doi":"10.1016/j.geoderma.2018.06.003\">https://dx.doi.org/10.1016/j.geoderma.2018.06.003</a","title":"The importance of geomorphic context for estimating the carbon stock of salt marshes","year":2018,"lang":"","type":"article","venue":"University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Marsh; Salt marsh; Carbon stock; Hydrology (agriculture); Brackish marsh; Wetland; Context (archaeology)","score_opus":0.016525181388814623,"score_gpt":0.20058337669408638,"score_spread":0.18405819530527176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7138851996","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":[0.9908504,0.00072782213,0.0026412737,0.0010303552,0.0007478012,0.0014992863,0.00018932254,0.000038469603,0.0022753037],"genre_scores_gemma":[0.9790726,0.00016024383,0.005021094,0.00003335283,0.00013844614,1.9979504e-7,0.000017827693,0.000048942857,0.015507342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99559665,0.0003547601,0.0009966438,0.0010491606,0.001173485,0.0008292818],"domain_scores_gemma":[0.9928786,0.0008869434,0.0034196542,0.0019117349,0.0004073049,0.0004957181],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0012081461,0.0006276887,0.0012435236,0.00015791428,0.0021493833,0.00006148875,0.0029888055,0.00048977754,0.00030350816],"category_scores_gemma":[0.0001836133,0.00064802944,0.00082082045,0.0007568276,0.0034420714,0.0010160175,0.0022382552,0.0005520086,0.000020311276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011744952,0.0009076833,0.7410906,0.002859777,0.0025532988,0.00021307505,0.08787757,0.0031117485,0.07561144,0.00054159225,0.016737523,0.056750737],"study_design_scores_gemma":[0.015915602,0.005777171,0.6501013,0.0051188907,0.003102127,0.00040947314,0.10950602,0.13327228,0.010629089,0.0012636348,0.061745983,0.0031584147],"about_ca_topic_score_codex":0.010322688,"about_ca_topic_score_gemma":0.032050565,"teacher_disagreement_score":0.13016054,"about_ca_system_score_codex":0.0008434187,"about_ca_system_score_gemma":0.0006211109,"threshold_uncertainty_score":0.9995971},"labels":[],"label_agreement":null},{"id":"W7140174952","doi":"10.20884/1.maiyah.2025.4.3.16601","title":"Pendugaan Kesehatan Mangrove Rizhophora sp. Berdasarkan Analisis Kerapatan dan Morfometri Daun Di KEE Muara Kali Ijo, Kebumen","year":2025,"lang":"","type":"article","venue":"MAIYAH","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Mangrove; Rhizophora; Sugar cane","score_opus":0.006904233055733998,"score_gpt":0.23122583434850055,"score_spread":0.22432160129276654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7140174952","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":[0.90819526,0.0012062888,0.0010371555,0.0014678407,0.002710233,0.0017835821,0.0016753358,0.00022942711,0.081694886],"genre_scores_gemma":[0.98921126,0.00073596195,0.00041734916,0.00049370975,0.00028758854,0.000101522164,0.0003032162,0.00015908453,0.008290326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9906647,0.000435969,0.0020013493,0.0026500395,0.0017944913,0.0024534077],"domain_scores_gemma":[0.9947668,0.00032338817,0.00068618124,0.0031659198,0.00007303815,0.0009846741],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0015398166,0.0014573409,0.0015304151,0.0010678014,0.0011820603,0.0010461352,0.002796065,0.00068303454,0.006459495],"category_scores_gemma":[0.00017154103,0.0015563408,0.00072814827,0.004965226,0.000679125,0.0011746695,0.003546996,0.0010855611,0.002287346],"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":[0.00032721803,0.0009864824,0.9276098,0.0005922845,0.00060062914,0.00043064167,0.0010344831,0.0009921887,0.0056963093,0.0013524585,0.007371028,0.053006493],"study_design_scores_gemma":[0.0029865713,0.0006364727,0.91044295,0.00067057443,0.00066433987,0.00008469055,0.004542344,0.03732242,0.0019083195,0.0011248183,0.037058633,0.00255784],"about_ca_topic_score_codex":0.007663452,"about_ca_topic_score_gemma":0.009633762,"teacher_disagreement_score":0.08101599,"about_ca_system_score_codex":0.0023776887,"about_ca_system_score_gemma":0.00014975242,"threshold_uncertainty_score":0.9999909},"labels":[],"label_agreement":null},{"id":"W7161944918","doi":"10.82308/25831","title":"Quantifying soil carbon storage and losses in natural and agriculturally converted salt marsh","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Salt marsh; Soil carbon; Blue carbon; Marsh; Temperate climate; Carbon sequestration; Carbon fibers; Ecosystem; Greenhouse gas; Atmospheric carbon cycle","score_opus":0.006452015956038793,"score_gpt":0.21319960162697885,"score_spread":0.20674758567094007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161944918","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":[0.98389715,0.00026408944,0.000001664508,0.000047137288,0.0003701606,0.00025715263,0.000011150623,0.000037230082,0.015114265],"genre_scores_gemma":[0.98414546,0.0004354609,0.000030116747,0.000020522015,0.00002041306,0.000011113808,0.00015910208,0.000019170417,0.01515864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987884,0.000037879265,0.0002578698,0.0004405166,0.00021456557,0.00026074384],"domain_scores_gemma":[0.99960375,0.00006515825,0.00012105843,0.00012235585,0.000008893163,0.000078783414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011098289,0.00026089564,0.0002871178,0.000056659374,0.000064501786,0.000067563335,0.000109110006,0.00019052716,0.00015644409],"category_scores_gemma":[0.000026521735,0.00017015226,0.00002842711,0.00011187859,0.000041846146,0.00017699953,0.00010785684,0.00018611157,0.000023605307],"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":[0.00039937074,0.00011675892,0.831359,0.0014138648,0.00010627747,0.0001944327,0.0049762107,0.00005749428,0.08874364,0.00017795285,0.0005879,0.07186705],"study_design_scores_gemma":[0.00071749993,0.00004576427,0.9878933,0.0003843928,0.000029076067,0.00003555887,0.0016285948,0.008029223,0.0003258388,0.00008338379,0.00018258038,0.0006447905],"about_ca_topic_score_codex":0.0057740514,"about_ca_topic_score_gemma":0.2807618,"teacher_disagreement_score":0.27498776,"about_ca_system_score_codex":0.00014882913,"about_ca_system_score_gemma":0.000009825057,"threshold_uncertainty_score":0.8728677},"labels":[],"label_agreement":null},{"id":"W7161973532","doi":"10.82308/5343","title":"Belowground plant material and its contribution to soil volume in a St. Lawrence salt marsh, QC, Canada","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Spartina alterniflora; Salt marsh; Phragmites; Spartina; Marsh; Vegetation (pathology); Biomass (ecology); Brackish marsh; Organic matter","score_opus":0.00303421606276016,"score_gpt":0.18671956898255754,"score_spread":0.18368535291979737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161973532","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":[0.99324715,0.000021861319,0.0000065159247,0.000096705284,0.0010984286,0.00054978055,0.00228602,0.000022811177,0.0026707447],"genre_scores_gemma":[0.9755607,0.000021404072,0.000013690434,0.00010049995,0.000030724652,0.00011702715,0.006340028,0.000022385202,0.017793538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998267,0.000056875,0.000343643,0.00047840932,0.00046928469,0.00038479455],"domain_scores_gemma":[0.9995487,0.000026603384,0.00011078632,0.00015427824,0.000009127971,0.00015055922],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002094115,0.00023684325,0.00029661402,0.000055215023,0.00013946646,0.0000676407,0.0002207759,0.00011386905,0.007686196],"category_scores_gemma":[0.000031677915,0.00024522125,0.000021420301,0.00019114763,0.000008094267,0.00011086967,0.00023137385,0.00017351304,0.00004842508],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00953759,0.0011967947,0.5439155,0.003378389,0.00039441345,0.0032664796,0.007766419,0.024820987,0.0592455,0.0058017946,0.3162983,0.0243778],"study_design_scores_gemma":[0.002049004,0.0005050018,0.81256324,0.00034644798,0.000092103786,0.00012116671,0.0027328003,0.036483284,0.0013236963,0.00035377772,0.1407001,0.0027293535],"about_ca_topic_score_codex":0.84460425,"about_ca_topic_score_gemma":0.9989478,"teacher_disagreement_score":0.26864773,"about_ca_system_score_codex":0.0013975311,"about_ca_system_score_gemma":0.00013880624,"threshold_uncertainty_score":0.99998325},"labels":[],"label_agreement":null},{"id":"W7162016575","doi":"10.82308/22376","title":"Carbon cycling and storage in a temperate freshwater marsh in eastern Ontario","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Carbon stock; Temperate climate; Environmental factor; Thermokarst; Salt marsh; Acid deposition","score_opus":0.006225043502114272,"score_gpt":0.20639147232058916,"score_spread":0.20016642881847488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162016575","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":[0.93241733,0.000019819712,0.000001782906,0.000013079003,0.00024333036,0.00029261134,0.000007070404,0.000013743748,0.066991255],"genre_scores_gemma":[0.87841374,0.000010823457,0.000079066565,0.000020700221,0.0000068265,0.00002757938,0.00017144169,0.0000142555145,0.12125554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987535,0.00003664068,0.00036630357,0.00042843664,0.00016101792,0.00025408636],"domain_scores_gemma":[0.9997031,0.000018747323,0.00006302049,0.00016712151,0.000002680092,0.000045345154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019273846,0.00021562907,0.00027898635,0.00014448445,0.000022941107,0.000051440136,0.00012859893,0.00020082897,0.0006113841],"category_scores_gemma":[0.000007748777,0.00020088194,0.000027266244,0.00014319288,0.000009034808,0.00008379546,0.00012478085,0.00031165517,0.00002964738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051919567,0.00003082345,0.994959,0.00009495082,0.0000049000096,0.000043180964,0.0022447628,0.0008410493,0.00054243376,0.0000032577288,0.000016536122,0.0011671879],"study_design_scores_gemma":[0.0008679914,0.0000380973,0.93241185,0.0007141861,0.000017711342,0.0000036670178,0.0013700203,0.06284496,0.00010261771,0.00017123835,0.0008621279,0.00059555523],"about_ca_topic_score_codex":0.49463806,"about_ca_topic_score_gemma":0.9992328,"teacher_disagreement_score":0.50459474,"about_ca_system_score_codex":0.0006787435,"about_ca_system_score_gemma":0.000035537192,"threshold_uncertainty_score":0.8191728},"labels":[],"label_agreement":null},{"id":"W7162020512","doi":"10.82308/52076","title":"Invasion dynamics of exotic and native common reed in fresh water wetlands","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Wetland; Haplotype; Transect; Invasive species; Introduced species","score_opus":0.011269507257409524,"score_gpt":0.2077761413925591,"score_spread":0.19650663413514957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162020512","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":[0.9041469,0.000008067744,0.000012634665,0.0000102686545,0.0001429601,0.00027790543,0.000021869862,0.000013832301,0.095365524],"genre_scores_gemma":[0.9884284,0.000044566008,0.00010230232,0.000010441107,0.0000054331317,0.000013055548,0.0011784693,0.000025110188,0.010192196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998798,0.000046786226,0.0003935291,0.0003181061,0.0002227302,0.00022084537],"domain_scores_gemma":[0.99954414,0.000035230376,0.00013220063,0.00021988786,0.000009549582,0.000058997437],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020603432,0.00021461073,0.00036152784,0.000114065515,0.000037615006,0.000013126241,0.00019007882,0.00023994263,0.0012921032],"category_scores_gemma":[0.000011373695,0.00015522774,0.00004387412,0.00010971621,0.000048998165,0.00012391567,0.00017569373,0.0001982561,0.000058445803],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046353575,0.0003128375,0.97685313,0.00076904864,0.000049382666,0.00007014845,0.0068507832,0.00012372411,0.0044142995,0.0010891369,0.00023524059,0.008768752],"study_design_scores_gemma":[0.001520793,0.00040727347,0.92584527,0.000688226,0.00008921384,0.000036019694,0.005352259,0.04806186,0.005114803,0.011690701,0.00010654737,0.0010870526],"about_ca_topic_score_codex":0.008890361,"about_ca_topic_score_gemma":0.71172,"teacher_disagreement_score":0.70282966,"about_ca_system_score_codex":0.00014396294,"about_ca_system_score_gemma":0.0000065592612,"threshold_uncertainty_score":0.99962085},"labels":[],"label_agreement":null},{"id":"W7162038067","doi":"10.82308/39680","title":"Carbon, nitrogen and phosphorus retention and dynamics in plant litter, surface and deep soil of intact, restored and drained inland freshwater marshes","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Wetland; Biogeochemical cycle; Marsh; Nutrient; Biomass (ecology); Litter; Hydrology (agriculture); Plant litter; Phosphorus; Soil carbon","score_opus":0.004530633396956038,"score_gpt":0.18893091371709264,"score_spread":0.1844002803201366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162038067","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":[0.99599856,0.00094112055,0.0000079629,0.000041299427,0.00010191322,0.00039420018,0.00016619235,0.000015610336,0.0023331423],"genre_scores_gemma":[0.9952325,0.0017015451,0.00035190777,0.000012138408,0.0000056866634,0.000010915416,0.00080907595,0.000022011473,0.0018542067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857426,0.000064240565,0.0004195016,0.0005198201,0.00018767607,0.00023449969],"domain_scores_gemma":[0.99947274,0.00008401215,0.00016113621,0.00017726951,0.000011778707,0.000093081355],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026380678,0.00029008416,0.00043353892,0.000100916484,0.000060040067,0.00006346173,0.00008298949,0.00027827141,0.00001636525],"category_scores_gemma":[0.000027681916,0.0002594744,0.000024028954,0.0001258227,0.00008377667,0.000117922464,0.00022097798,0.0001829753,4.624913e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003521207,0.00002983309,0.9927616,0.00056001474,0.0000382329,0.00001686335,0.0010627261,0.000029747536,0.0009941221,0.00006304125,0.000039648974,0.0040520397],"study_design_scores_gemma":[0.0023326133,0.0002630994,0.7131365,0.00079900643,0.00019563056,0.000058541926,0.0047948333,0.27255428,0.000904955,0.003807308,0.00023834208,0.0009149211],"about_ca_topic_score_codex":0.017575638,"about_ca_topic_score_gemma":0.41432574,"teacher_disagreement_score":0.39675012,"about_ca_system_score_codex":0.00015771604,"about_ca_system_score_gemma":0.000016769909,"threshold_uncertainty_score":0.99998575},"labels":[],"label_agreement":null},{"id":"W7162073018","doi":"10.82308/17982","title":"The landscape ecology of the invasive species Phragmites australis in anthropogenic linear wetlands /","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","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":"Phragmites; Biological dispersal; Wetland; Invasive species; Landscape ecology; Introduced species; Habitat; Spatial ecology","score_opus":0.0071872114173505645,"score_gpt":0.22709644306427257,"score_spread":0.219909231646922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162073018","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":[0.9471971,0.00004246195,6.4812707e-7,0.00030753063,0.00051373005,0.0003607071,0.000041216197,0.000012682739,0.051523943],"genre_scores_gemma":[0.9392966,0.0005158874,0.00002872243,0.000024613373,0.000077530625,0.0000218551,0.00016054243,0.00002035257,0.059853896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985572,0.00008362804,0.00045604387,0.00028401156,0.00030051474,0.0003185671],"domain_scores_gemma":[0.9989792,0.00027886298,0.00027707475,0.00041296426,0.000013640116,0.000038265785],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022807132,0.00022473907,0.0002886718,0.000045307894,0.0001709118,0.000025461628,0.00063179963,0.00023482754,0.0039291773],"category_scores_gemma":[0.000095514275,0.00012086109,0.00014917173,0.00030410406,0.0001597933,0.00007119065,0.00018703923,0.00027878652,0.00016649943],"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":[0.00007383995,0.0000864006,0.9906215,0.000059308342,0.0000423355,0.0000047294225,0.0008742207,0.0021724463,0.001245853,0.00024083158,0.0034657961,0.0011127214],"study_design_scores_gemma":[0.00028516288,0.00006425972,0.98765063,0.00005279702,0.000031885487,0.0000071969007,0.0037326578,0.001313525,0.0016842306,0.00011184727,0.0048476392,0.0002181701],"about_ca_topic_score_codex":0.00080406637,"about_ca_topic_score_gemma":0.7107482,"teacher_disagreement_score":0.7099441,"about_ca_system_score_codex":0.00013807378,"about_ca_system_score_gemma":0.000047467416,"threshold_uncertainty_score":0.9969814},"labels":[],"label_agreement":null}]}