{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2144,"total_is_capped":false,"direct_labels_cover":5,"predictions_cover":2144,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"8d3118271ab7","filters":{"topic":"Marine Biology and Ecology Research"}},"results":[{"id":"W1996816368","doi":"10.1371/journal.pbio.1001127","title":"How Many Species Are There on Earth and in the Ocean?","year":2011,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":2983,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Alfred P. Sloan Foundation","keywords":"Phylum; Biology; Taxonomic rank; Biodiversity; Species richness; Global biodiversity; Taxon; Ecology; Taxonomy (biology); Species diversity; Paleontology","authors":[{"name":"Camilo Mora","is_ca":true},{"name":"Derek P. Tittensor","is_ca":true},{"name":"Sina M. Adl","is_ca":true},{"name":"Alastair G. B. Simpson","is_ca":true},{"name":"Boris Worm","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07422407107850468,"gpt":0.2226235470680454,"spread":0.1483994759895407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009226081,0.000256822,0.0005482309,0.001530048,0.001131246,0.002640874,0.0004409021,0.0006599881,0.004411376],"category_scores_gemma":[0.005265246,0.0002667626,0.0003571429,0.00251474,0.001652827,0.00486313,0.001009356,0.0006081191,0.001678787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004552803,"about_ca_system_score_gemma":0.0003506476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171722,"about_ca_topic_score_gemma":0.004268368,"domain_scores_codex":[0.9991921,0.0001943833,0.00004965528,0.0003058017,0.0001758112,0.0000822708],"domain_scores_gemma":[0.998333,0.0006104066,0.0004826821,0.0002032749,0.00016255,0.00020807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002846979,0.00004069507,0.6751076,0.0009011916,0.0005507737,0.0005244626,0.002715043,0.001446776,0.01380642,0.02264933,0.008168042,0.273805],"study_design_scores_gemma":[0.00001799525,0.0001555839,0.760702,0.0006914189,0.00039498,0.003664994,0.01154761,0.00335405,0.005341567,0.07841156,0.1355418,0.0001763519],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922527,0.04892571,0.01612663,0.01000005,0.0005610508,0.00001680727,0.002627334,0.0002834951,0.0292063],"genre_scores_gemma":[0.9743192,0.01180936,0.009818283,0.001561032,0.0001128666,0.00001494229,0.001106602,0.00003755317,0.001220154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004411376,"threshold_uncertainty_score":0.01475751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167045801","doi":"10.5194/bg-7-2851-2010","title":"Deep, diverse and definitely different: unique attributes of the world's largest ecosystem","year":2010,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":875,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Environment Research Council; Sight Research UK; Alfred P. Sloan Foundation; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Habitat; Biome; Ecosystem; Deep sea; Biodiversity; Biota; Ecology; Fauna; Oceanography; Geography; Earth science; Environmental science; Geology; Biology","authors":[{"name":"Eva Ramírez-Llodra","is_ca":false},{"name":"Angelika Brandt","is_ca":false},{"name":"Roberto Danovaro","is_ca":false},{"name":"Ben De Mol","is_ca":false},{"name":"Elva Escobar‐Briones","is_ca":false},{"name":"Christopher R. German","is_ca":false},{"name":"Lisa A. Levin","is_ca":false},{"name":"Pedro Martínez Arbizu","is_ca":false},{"name":"Lénàïck Menot","is_ca":false},{"name":"Pål Buhl‐Mortensen","is_ca":false},{"name":"Bhavani E. Narayanaswamy","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"Derek P. Tittensor","is_ca":true},{"name":"Paul A. Tyler","is_ca":false},{"name":"Ann Vanreusel","is_ca":false},{"name":"Michael Vecchione","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.021337612701123,"gpt":0.2282994010736397,"spread":0.2069617883725167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003441659,0.0002144851,0.0003792892,0.0007529871,0.0006763654,0.002357542,0.0001935574,0.0002935194,0.001324015],"category_scores_gemma":[0.0005278916,0.00008673777,0.0001912118,0.001748244,0.0007855592,0.002154632,0.001188257,0.0006315206,0.0002674364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003076023,"about_ca_system_score_gemma":0.0006635291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693557,"about_ca_topic_score_gemma":0.003732087,"domain_scores_codex":[0.9998029,0.0000454553,0.00001724868,0.00005144301,0.00004662133,0.00003632321],"domain_scores_gemma":[0.9997711,0.0000304351,0.00005926373,0.00001377192,0.00004651229,0.00007907578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002352191,0.00006872437,0.2175883,0.004305775,0.0005681176,0.001627612,0.01328229,0.0004317763,0.01213303,0.03077962,0.03321333,0.6857662],"study_design_scores_gemma":[0.000009689839,0.0001702487,0.5636395,0.001749241,0.0003028486,0.006148172,0.01998073,0.0002656958,0.001057319,0.04549739,0.3610679,0.0001112778],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5067503,0.4242395,0.005405586,0.01670982,0.001198228,0.00003108631,0.00228839,0.00007604001,0.04330099],"genre_scores_gemma":[0.8419124,0.1446162,0.003909532,0.003742464,0.000483496,0.00002813724,0.001397177,0.00003577775,0.003874841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002357542,"threshold_uncertainty_score":0.00442934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022228987","doi":"10.1126/science.1103960","title":"Extinction and Ecosystem Function in the Marine Benthos","year":2004,"lang":"en","type":"article","venue":"Science","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":812,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Bioturbation; Extinction (optical mineralogy); Biodiversity; Ecosystem; Ecology; Benthos; Marine ecosystem; Invertebrate; Environmental science; Marine invertebrates; Benthic zone; Biology; Sediment; Paleontology","authors":[{"name":"Martin Solan","is_ca":false},{"name":"Bradley J. Cardinale","is_ca":false},{"name":"Amy L. Downing","is_ca":false},{"name":"Katharina A. M. Engelhardt","is_ca":false},{"name":"Jennifer L. Ruesink","is_ca":false},{"name":"Diane S. Srivastava","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01375167279965441,"gpt":0.2278416059533609,"spread":0.2140899331537064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008889109,0.0003652582,0.0003004387,0.0005902993,0.0004255545,0.001069562,0.0003477519,0.0006568206,0.0009514305],"category_scores_gemma":[0.003496666,0.000204856,0.0003249339,0.0003350335,0.0008695915,0.0008507428,0.000740368,0.0005182234,0.000194411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008037876,"about_ca_system_score_gemma":0.0002516821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006631004,"about_ca_topic_score_gemma":0.006345614,"domain_scores_codex":[0.9998457,0.00008048532,0.000007957954,0.00002406284,0.00001811503,0.0000235817],"domain_scores_gemma":[0.999234,0.000387244,0.0001871135,0.00004447103,0.00006690903,0.00008020306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001636104,0.0001263293,0.622725,0.00008532396,0.0003125664,0.0002914493,0.0003072272,0.3429331,0.004155638,0.01018424,0.0004661803,0.01824937],"study_design_scores_gemma":[0.00002353346,0.0001658335,0.559041,0.00003701439,0.0001120696,0.0006652825,0.0004078184,0.3861146,0.001194821,0.05079695,0.001405886,0.00003524005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953609,0.0005559735,0.00252748,0.0002163734,0.000003928574,0.000001297577,0.00004756112,0.0000236901,0.001262773],"genre_scores_gemma":[0.9992495,0.0002202526,0.0002509778,0.00003198038,0.000004397762,0.0000013451,0.00005103413,0.000005438679,0.000185064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006631004,"threshold_uncertainty_score":0.01318485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134378495","doi":"10.1146/annurev-marine-120308-081109","title":"The Ecology of Seamounts: Structure, Function, and Human Impacts","year":2009,"lang":"en","type":"review","venue":"Annual Review of Marine Science","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":582,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Dalhousie University; Commonwealth Scientific and Industrial Research Organisation; Foundation for Research, Science and Technology; Florida State University","keywords":"Seamount; Ecology; Habitat; Geography; Biodiversity; Biology; Oceanography; Geology","authors":[{"name":"Malcolm R. Clark","is_ca":false},{"name":"Ashley A. Rowden","is_ca":false},{"name":"Thomas A. Schlacher","is_ca":false},{"name":"Alan Williams","is_ca":false},{"name":"Mireille Consalvey","is_ca":false},{"name":"Karen Stocks","is_ca":false},{"name":"Alex D. Rogers","is_ca":false},{"name":"Timothy D. O’Hara","is_ca":false},{"name":"Martin White","is_ca":false},{"name":"Timothy M. Shank","is_ca":false},{"name":"Jason M. Hall‐Spencer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01897568004048987,"gpt":0.3302080487574501,"spread":0.3112323687169603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004384932,0.0008352567,0.00120878,0.001472476,0.0003695243,0.001118077,0.0008746681,0.001236161,0.003214363],"category_scores_gemma":[0.0007324821,0.0002343925,0.0003074598,0.003275094,0.0004341678,0.001510959,0.0007084314,0.0006420828,0.001257429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006088202,"about_ca_system_score_gemma":0.001739344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006279449,"about_ca_topic_score_gemma":0.01030805,"domain_scores_codex":[0.9998316,0.0000258667,0.00002308923,0.00003807896,0.00006449268,0.00001688028],"domain_scores_gemma":[0.9997429,0.00008743861,0.0000496622,0.000006559578,0.00008607938,0.00002737138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004160671,0.00002390804,0.00129176,0.01385232,0.0001049838,0.0002599752,0.0002952898,0.0005822718,0.001901079,0.003180756,0.01893693,0.9595292],"study_design_scores_gemma":[0.000008028816,0.0001122069,0.01016135,0.005106774,0.0001644315,0.001155758,0.0004455792,0.0001093145,0.0004539432,0.002494942,0.9797506,0.00003719586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004328578,0.9981024,0.0001137123,0.000321174,0.0001124824,0.000002591733,0.00001783209,0.000006454081,0.0008905304],"genre_scores_gemma":[0.001327381,0.9976019,0.0001881585,0.0001375546,0.0001002216,0.000003751515,0.00002729716,0.0000011201,0.00061261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006279449,"threshold_uncertainty_score":0.0124858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900064250","doi":"10.1038/s41467-018-07059-3","title":"The role of submesoscale currents in structuring marine ecosystems","year":2018,"lang":"en","type":"review","venue":"Nature Communications","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":468,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"New York University Abu Dhabi; Centre National d’Etudes Spatiales; Gordon and Betty Moore Foundation; York University; Agence Nationale de la Recherche; National Aeronautics and Space Administration; National Science Foundation","keywords":"Structuring; Marine ecosystem; Ecosystem; Biodiversity; Productivity; Oceanography; Environmental science; Ecology; Marine biodiversity; Primary productivity; Marine life; Geology; Biology; Business; Economics","authors":[{"name":"Marina Lévy","is_ca":false},{"name":"Peter J. S. Franks","is_ca":false},{"name":"K. Shafer Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03818215066981039,"gpt":0.3388519788124206,"spread":0.3006698281426102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007525227,0.0007736856,0.001194331,0.002728916,0.000352445,0.001271458,0.0009815375,0.001045643,0.003570643],"category_scores_gemma":[0.00155951,0.0002827761,0.0005283577,0.002836226,0.0007203423,0.001864005,0.0009985622,0.001142416,0.001343012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006668275,"about_ca_system_score_gemma":0.001855379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002062707,"about_ca_topic_score_gemma":0.003448642,"domain_scores_codex":[0.9998342,0.00002722582,0.00002914835,0.00003847809,0.00004958348,0.0000213014],"domain_scores_gemma":[0.9993349,0.000339725,0.0001181309,0.00001913983,0.000113473,0.00007447652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004333506,0.0000262062,0.0004109489,0.04053547,0.0001542021,0.0001477755,0.0001446082,0.0006138545,0.0008852151,0.00788979,0.02245778,0.9266908],"study_design_scores_gemma":[0.000009891897,0.00005433834,0.001720508,0.01048666,0.0001922495,0.0005585467,0.0001273969,0.000070334,0.0001912046,0.003767182,0.9828001,0.00002168003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001117947,0.9988407,0.00006964351,0.0003173328,0.0001076973,0.00000243909,0.00001650699,0.000004996265,0.0005288898],"genre_scores_gemma":[0.0006651675,0.9989007,0.00009063937,0.0001023543,0.00008415573,0.000002735428,0.00001449664,8.574912e-7,0.00013888],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003570643,"threshold_uncertainty_score":0.01194501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114878190","doi":"10.1371/journal.pone.0015323","title":"Global Patterns and Predictions of Seafloor Biomass Using Random Forests","year":2010,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":451,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Rimouski; Memorial University of Newfoundland","funders":"Natural Environment Research Council; Sight Research UK; Alfred P. Sloan Foundation","keywords":"Environmental science; Seafloor spreading; Biomass (ecology); Benthic zone; Oceanography; Food web; Upwelling; Ecology; Ecosystem; Geology; Biology","authors":[{"name":"Chih‐Lin Wei","is_ca":false},{"name":"Gilbert T. Rowe","is_ca":false},{"name":"Elva Escobar‐Briones","is_ca":false},{"name":"Antje Boëtius","is_ca":false},{"name":"Thomas Soltwedel","is_ca":false},{"name":"M. Julian Caley","is_ca":false},{"name":"Yousria Soliman","is_ca":false},{"name":"Falk Huettmann","is_ca":false},{"name":"Fangyuan Qu","is_ca":false},{"name":"Zishan Yu","is_ca":false},{"name":"C. Roland Pitcher","is_ca":false},{"name":"Richard L. Haedrich","is_ca":true},{"name":"Mary K. Wicksten","is_ca":false},{"name":"Michael A. Rex","is_ca":false},{"name":"Jeffrey G. Baguley","is_ca":false},{"name":"Jyotsna Sharma","is_ca":false},{"name":"Roberto Danovaro","is_ca":false},{"name":"Ian R. MacDonald","is_ca":false},{"name":"Clifton C. Nunnally","is_ca":false},{"name":"Jody W. Deming","is_ca":false},{"name":"Paul A. Montagna","is_ca":false},{"name":"Mélanie Lévesque","is_ca":true},{"name":"Jan Marcin Węsławski","is_ca":false},{"name":"Maria Włodarska‐Kowalczuk","is_ca":false},{"name":"Baban Ingole","is_ca":false},{"name":"Brian J. Bett","is_ca":false},{"name":"David Billett","is_ca":false},{"name":"Andrew Yool","is_ca":false},{"name":"Bodil A. Bluhm","is_ca":false},{"name":"Katrin Iken","is_ca":false},{"name":"Bhavani E. Narayanaswamy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03953047688401052,"gpt":0.2466922358679804,"spread":0.2071617589839699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001080521,0.0004892978,0.0002900513,0.001130105,0.0001535139,0.0003702343,0.0002871143,0.0002451396,0.0007577416],"category_scores_gemma":[0.002457971,0.0002104357,0.0007138008,0.0007555741,0.0001928892,0.0003543407,0.0002522623,0.0002022006,0.0003010721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003438704,"about_ca_system_score_gemma":0.0002616821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01637335,"about_ca_topic_score_gemma":0.01547771,"domain_scores_codex":[0.9997744,0.0000836087,0.000013337,0.00007636349,0.00002191994,0.00003036258],"domain_scores_gemma":[0.999079,0.0004684761,0.0001526397,0.0001154651,0.000135192,0.00004920385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001795811,0.00006654101,0.2343212,0.00003913054,0.0002265682,0.000122264,0.00005920391,0.7206144,0.001774583,0.0006587884,0.001226214,0.04071157],"study_design_scores_gemma":[0.00002038697,0.00003738188,0.06616769,0.000012096,0.000022905,0.00003695394,0.00003361071,0.9314006,0.0004615776,0.001293887,0.0004991738,0.00001378306],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638329,0.0001449701,0.03135262,0.00007864983,0.00001080057,0.00002377937,0.003273526,0.0004469292,0.0008358039],"genre_scores_gemma":[0.9795254,0.0000675038,0.01403329,0.0000152506,0.000005881609,0.00003016596,0.005952506,0.00003690263,0.0003331599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01637335,"threshold_uncertainty_score":0.03255612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2517886161","doi":"10.3389/fenvs.2016.00058","title":"Environmental Impacts of the Deep-Water Oil and Gas Industry: A Review to Guide Management Strategies","year":2016,"lang":"en","type":"review","venue":"Frontiers in Environmental Science","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":440,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of Toronto","funders":"Natural Environment Research Council; European Commission; Sight Research UK; J.M. Kaplan Fund","keywords":"Environmental science; Submarine pipeline; Baseline (sea); Population; Marine ecosystem; Fossil fuel; Ecosystem; Environmental resource management; Oceanography; Environmental protection; Geology; Ecology; Engineering; Waste management","authors":[{"name":"Erik E. Cordes","is_ca":false},{"name":"Daniel O. B. Jones","is_ca":false},{"name":"Thomas A. Schlacher","is_ca":false},{"name":"Diva J. Amon","is_ca":false},{"name":"Ângelo F. Bernardino","is_ca":false},{"name":"Sandra Brooke","is_ca":false},{"name":"Robert S. Carney","is_ca":false},{"name":"Danielle M. DeLeo","is_ca":false},{"name":"Katherine Dunlop","is_ca":false},{"name":"Elva Escobar‐Briones","is_ca":false},{"name":"Andrew R. Gates","is_ca":false},{"name":"Luciana Génio","is_ca":false},{"name":"Judith Gobin","is_ca":false},{"name":"Lea‐Anne Henry","is_ca":false},{"name":"Santiago Herrera","is_ca":true},{"name":"Sarah Hoyt","is_ca":false},{"name":"Mandy Joye","is_ca":false},{"name":"Salit Kark","is_ca":false},{"name":"Nélia C. Mestre","is_ca":false},{"name":"Anna Meta×as","is_ca":true},{"name":"Simone Pfeifer","is_ca":false},{"name":"Kerry Sink","is_ca":false},{"name":"Andrew K. Sweetman","is_ca":false},{"name":"Ursula Witte","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01198075259131565,"gpt":0.2527851189758828,"spread":0.2408043663845672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008071155,0.001470335,0.001630962,0.004990453,0.0003885512,0.001374412,0.00123786,0.001478248,0.005541983],"category_scores_gemma":[0.00181432,0.0003830021,0.001128544,0.004949038,0.0004347647,0.002148666,0.0009693608,0.001377196,0.001666674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009886638,"about_ca_system_score_gemma":0.003306756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004310061,"about_ca_topic_score_gemma":0.007834996,"domain_scores_codex":[0.9996474,0.00005146459,0.00007246611,0.00005958042,0.0001371489,0.00003196061],"domain_scores_gemma":[0.999131,0.0004328151,0.000140279,0.00002175624,0.0002270188,0.00004712094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004591724,0.00007279614,0.0003839386,0.0812822,0.0002440933,0.0002430315,0.0001680665,0.0008868309,0.00130984,0.003843715,0.05195978,0.8595597],"study_design_scores_gemma":[0.000008734343,0.00006595742,0.001261643,0.02949187,0.0003109845,0.0005391967,0.0001709374,0.0001079232,0.0002653194,0.001595443,0.9661519,0.00003012856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009538372,0.9981831,0.0001513851,0.0003999921,0.0002249193,0.000009713424,0.00006913169,0.000008195443,0.0008581695],"genre_scores_gemma":[0.0005072676,0.9986112,0.0002414037,0.0001644909,0.00009683827,0.000007388996,0.00005689393,0.000001573994,0.0003129537],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005541983,"threshold_uncertainty_score":0.01853979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2302047154","doi":"10.1016/0967-0653(95)96599-z","title":"10.1016/0967-0653(95)96599-z","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":436,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Benthic zone; Disturbance (geology); Oceanography; Geology; Environmental science; Marine life; Ecology; Paleontology; Biology","authors":[{"name":"Sharon J. Hall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009082434851625312,"gpt":0.1797906699495177,"spread":0.1707082350978923,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001390414,0.003050453,0.002285538,0.003082354,0.003329142,0.004105493,0.004014874,0.006160297,0.9904813],"category_scores_gemma":[0.00211069,0.001316839,0.001588745,0.002696525,0.002638786,0.006738211,0.004063997,0.003024538,0.993891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213628,"about_ca_system_score_gemma":0.0009904753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005527875,"about_ca_topic_score_gemma":0.004501774,"domain_scores_codex":[0.9992873,0.00004641199,0.00006478315,0.0002723316,0.0001630894,0.0001660694],"domain_scores_gemma":[0.9974744,0.000615958,0.0001542545,0.0002964217,0.0005475613,0.0009114527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004277861,0.0002870038,0.00122465,0.0006589196,0.00004623267,0.0003260004,0.0001649342,0.0005122434,0.002332447,0.005569845,0.3763786,0.6120713],"study_design_scores_gemma":[0.0000700284,0.0001648875,0.001122584,0.000526811,0.00002102871,0.0004605834,0.0002052862,0.0001970007,0.0003336933,0.000809717,0.9960546,0.0000337078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005601555,0.0004022677,0.0006335722,0.0005310982,0.000347907,0.000140362,0.0008009297,0.0008991759,0.9956845],"genre_scores_gemma":[0.0007099111,0.0002428896,0.0003660872,0.0003141505,0.00008491562,0.0000775573,0.0003925126,0.0001768899,0.9976351],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009518683,"threshold_uncertainty_score":0.01357722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2589667552","doi":"10.1525/elementa.203","title":"Major impacts of climate change on deep-sea benthic ecosystems","year":2017,"lang":"en","type":"article","venue":"Elementa Science of the Anthropocene","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":429,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fisheries and Oceans Canada","funders":"Total Foundation","keywords":"Abyssal zone; Bathyal zone; Oceanography; Seafloor spreading; Deep ocean water; Deep sea; Environmental science; Biogeochemical cycle; Benthic zone; North Atlantic Deep Water; Ecosystem; Water column; Marine ecosystem; Geology; Thermohaline circulation; Ecology","authors":[{"name":"Andrew K. Sweetman","is_ca":false},{"name":"Andrew R. Thurber","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"Lisa A. Levin","is_ca":false},{"name":"Camilo Mora","is_ca":false},{"name":"Chih‐Lin Wei","is_ca":false},{"name":"Andrew J. Gooday","is_ca":false},{"name":"Daniel O. B. Jones","is_ca":false},{"name":"Michael A. Rex","is_ca":false},{"name":"Moriaki Yasuhara","is_ca":false},{"name":"Jeroen Ingels","is_ca":false},{"name":"Henry A. Ruhl","is_ca":false},{"name":"Christina A. Frieder","is_ca":false},{"name":"Roberto Danovaro","is_ca":false},{"name":"Laura Würzberg","is_ca":false},{"name":"Amy R. Baco","is_ca":false},{"name":"B Grupe","is_ca":true},{"name":"Alexis L. Pasulka","is_ca":false},{"name":"Kirstin S. Meyer","is_ca":false},{"name":"Katherine Dunlop","is_ca":false},{"name":"Lea‐Anne Henry","is_ca":false},{"name":"J. Murray Roberts","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03736627547423162,"gpt":0.3194687086646911,"spread":0.2821024331904595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003431271,0.0005575556,0.0003359359,0.0006955327,0.0005626541,0.001598113,0.0002756676,0.0005747988,0.005324932],"category_scores_gemma":[0.0005040216,0.0001758923,0.0005367295,0.001533925,0.0003867421,0.0009170159,0.001211794,0.0008305954,0.001006195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009019914,"about_ca_system_score_gemma":0.0006623464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01137849,"about_ca_topic_score_gemma":0.01060653,"domain_scores_codex":[0.999801,0.00003167698,0.00001368378,0.00004464308,0.00005182621,0.00005715527],"domain_scores_gemma":[0.9996485,0.0000446553,0.00009369312,0.00001722256,0.00009834033,0.00009770112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004706577,0.0001132278,0.3990799,0.004805353,0.0009950433,0.001849534,0.001399241,0.0117792,0.01928705,0.01538771,0.02375592,0.5210772],"study_design_scores_gemma":[0.00002003753,0.0001842111,0.7343504,0.00124194,0.00042223,0.0005150689,0.002791983,0.001953646,0.00273639,0.007544416,0.2481257,0.0001139813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5467457,0.2865335,0.006935662,0.01525234,0.002316616,0.0001577798,0.02535637,0.0005602331,0.1161418],"genre_scores_gemma":[0.8250043,0.15967,0.003228758,0.002848499,0.0007531252,0.00004664613,0.003505609,0.00009295847,0.004849924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01137849,"threshold_uncertainty_score":0.02262455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081464740","doi":"10.1016/j.tree.2014.06.002","title":"Challenging the paradigms of deep-sea ecology","year":2014,"lang":"en","type":"review","venue":"Trends in Ecology & Evolution","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":421,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Centre National de la Recherche Scientifique","keywords":"Biosphere; Ecology; Biome; Ecosystem; Global change; Earth system science; Biodiversity; Habitat; Climate change; Geography; Earth science; Biology; Geology","authors":[{"name":"Roberto Danovaro","is_ca":false},{"name":"Paul V. R. Snelgrove","is_ca":true},{"name":"Paul A. Tyler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04328692442120324,"gpt":0.3181764405276366,"spread":0.2748895161064334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027184,0.0008965035,0.001332789,0.001599564,0.0006933886,0.003008595,0.001933269,0.002893894,0.005181234],"category_scores_gemma":[0.003954611,0.0002318241,0.0003944788,0.002974468,0.00432148,0.00762604,0.003076838,0.004513665,0.001223795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481505,"about_ca_system_score_gemma":0.004769223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002386807,"about_ca_topic_score_gemma":0.005545874,"domain_scores_codex":[0.999423,0.0001651928,0.00004687489,0.00008219694,0.0002249276,0.00005785015],"domain_scores_gemma":[0.9976249,0.001492793,0.000140133,0.00009610895,0.000444055,0.0002019687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003423169,0.00002737441,0.0002884595,0.009115688,0.00007893711,0.0001367067,0.0003535694,0.0004684049,0.0005900448,0.1118108,0.05794745,0.8191482],"study_design_scores_gemma":[0.000005452906,0.0000176824,0.0004337511,0.003652147,0.00003387086,0.000217996,0.0003257353,0.00009333904,0.00008714729,0.06894591,0.9261711,0.00001585577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001326896,0.9895748,0.0005763989,0.006701879,0.0007248069,0.000002397196,0.00001162439,0.000007541943,0.002267808],"genre_scores_gemma":[0.002258429,0.9924602,0.0004655807,0.002809422,0.001058488,0.000005804405,0.00002349632,0.000004295388,0.0009143907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005181234,"threshold_uncertainty_score":0.01733291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141045703","doi":"10.1016/s1054-3139(03)00006-7","title":"An overview of seabed-mapping technologies in the context of marine habitat classification☆","year":2003,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":344,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bedford Institute of Oceanography; Geological Survey of Canada","funders":"Sveriges Geologiska Undersökning","keywords":"Seabed; Geology; Context (archaeology); Benthic zone; Sediment; Habitat; Benthic habitat; Bathymetry; Bedform; Marine habitats; Range (aeronautics); Environmental science; Oceanography; Sediment transport; Geomorphology; Ecology","authors":[{"name":"Andrew Kenny","is_ca":false},{"name":"Ingemar Cato","is_ca":false},{"name":"M. Desprez","is_ca":false},{"name":"G B J Fader","is_ca":true},{"name":"Ruud Te Schüttenhelm","is_ca":false},{"name":"Jonathan Side","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0791567761512984,"gpt":0.3219411851224623,"spread":0.2427844089711639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001736399,0.0005111682,0.0006304159,0.004495355,0.0002652748,0.001868743,0.001003287,0.0006368977,0.001837393],"category_scores_gemma":[0.001917057,0.00025714,0.0003161957,0.00476906,0.0003527827,0.001527584,0.0003485647,0.0003519469,0.001228555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003297124,"about_ca_system_score_gemma":0.000295145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195706,"about_ca_topic_score_gemma":0.001219777,"domain_scores_codex":[0.9993891,0.0001932948,0.00006922261,0.0001113232,0.0002081267,0.00002896899],"domain_scores_gemma":[0.9986731,0.0006035889,0.0001266403,0.00006576871,0.0004931645,0.00003782482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007142376,0.00005392202,0.004455753,0.003172986,0.00008211571,0.0002259372,0.0001489127,0.003235631,0.01031936,0.003516659,0.004031894,0.9706854],"study_design_scores_gemma":[0.00006417462,0.001387147,0.08062828,0.005794953,0.0008002585,0.006442402,0.001263547,0.05747066,0.07864882,0.02523015,0.741852,0.0004175061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.05218808,0.3977753,0.4998156,0.001216283,0.0007112431,0.000426364,0.001526935,0.00247119,0.04386909],"genre_scores_gemma":[0.1918011,0.2846912,0.510886,0.000558503,0.0006961821,0.0003861671,0.001763548,0.0002155721,0.009001737],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004495355,"threshold_uncertainty_score":0.009183109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102985891","doi":"10.1098/rstb.2007.2233","title":"The Ediacaran emergence of bilaterians: congruence between the genetic and the geological fossil records","year":2008,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":316,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Macroevolution; Paleontology; Molecular clock; Divergence (linguistics); Range (aeronautics); Taxon; Geologic record; Geology; Biology; Ecology; Evolutionary biology; Phylogenetics","authors":[{"name":"Kevin J. Peterson","is_ca":false},{"name":"James A. Cotton","is_ca":false},{"name":"James G. Gehlîng","is_ca":true},{"name":"Davide Pisani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05440225885577982,"gpt":0.2581689090729114,"spread":0.2037666502171316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002372828,0.0003171352,0.0003793697,0.001196635,0.0007786118,0.003134981,0.0005581434,0.0005016056,0.00208974],"category_scores_gemma":[0.01417375,0.0002621203,0.0001293874,0.002215422,0.002311247,0.001705487,0.001956336,0.001110695,0.0002047586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009224311,"about_ca_system_score_gemma":0.0003916699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003051232,"about_ca_topic_score_gemma":0.0027603,"domain_scores_codex":[0.9993414,0.0001968701,0.00005384942,0.0002403068,0.00009109541,0.00007641971],"domain_scores_gemma":[0.9966473,0.00138677,0.0009180856,0.0002916125,0.0005414613,0.0002148375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001755463,0.00004591281,0.8102467,0.0003381289,0.0003289077,0.001225661,0.00881782,0.003974633,0.01317998,0.02953328,0.0008674437,0.1296861],"study_design_scores_gemma":[0.0000875063,0.0001091507,0.969996,0.0001419046,0.000144294,0.0006257197,0.00402226,0.004701396,0.001986207,0.01216724,0.005974318,0.0000440108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883359,0.002187697,0.001637654,0.000789533,0.00003523751,0.000004004611,0.00008738667,0.00001687029,0.006905749],"genre_scores_gemma":[0.9988763,0.0004731474,0.0003750586,0.00008462586,0.00002251209,0.000002071848,0.00007291087,0.00000942457,0.00008395335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003134981,"threshold_uncertainty_score":0.01254886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157330322","doi":"10.1098/rspb.2013.2728","title":"Statistical methods for temporal and space–time analysis of community composition data <sup/>","year":2014,"lang":"en","type":"review","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":291,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique","keywords":"Ordination; Univariate; Multivariate statistics; Multivariate analysis of variance; Correlogram; Statistics; Compositional data; Canonical correlation; Time series; Mathematics","authors":[{"name":"Pierre Legendre","is_ca":true},{"name":"Olivier Gauthier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1758096167929694,"gpt":0.42189292630735,"spread":0.2460833095143806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008452698,0.002593145,0.002857693,0.008098264,0.0004429368,0.001926851,0.002976733,0.001627795,0.01518893],"category_scores_gemma":[0.01827895,0.0007604648,0.002452759,0.01109781,0.002038217,0.003548349,0.001671844,0.003351357,0.01835649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228101,"about_ca_system_score_gemma":0.002463346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001792766,"about_ca_topic_score_gemma":0.001784188,"domain_scores_codex":[0.9951581,0.00165791,0.0006617152,0.0007174577,0.001703526,0.0001011997],"domain_scores_gemma":[0.9839885,0.01155988,0.001042486,0.001230574,0.001941694,0.0002369943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004034369,0.00004968472,0.0008827875,0.01312414,0.0004242622,0.0001756456,0.0001752873,0.002082443,0.002118768,0.01958541,0.105614,0.8557271],"study_design_scores_gemma":[0.00002343785,0.0000878491,0.004574796,0.003350096,0.0002196331,0.0008001601,0.0001237965,0.004002213,0.001464393,0.05370655,0.9315032,0.0001439823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.0006734332,0.4480763,0.5224478,0.002778235,0.004898186,0.0004883461,0.005585,0.004606656,0.01044602],"genre_scores_gemma":[0.006381997,0.507458,0.4574098,0.002294267,0.005714744,0.002499809,0.008617035,0.002096559,0.007527939],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01518893,"threshold_uncertainty_score":0.05081207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003544699","doi":"10.1038/s41559-019-1091-z","title":"Ecological variables for developing a global deep-ocean monitoring and conservation strategy","year":2020,"lang":"en","type":"review","venue":"Nature Ecology & Evolution","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":282,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Ecology; Environmental resource management; Environmental science; Geography; Biology","authors":[{"name":"Roberto Danovaro","is_ca":false},{"name":"Emanuela Fanelli","is_ca":false},{"name":"Jacopo Aguzzi","is_ca":false},{"name":"David Billett","is_ca":false},{"name":"Laura Carugati","is_ca":false},{"name":"Cinzia Corinaldesi","is_ca":false},{"name":"Antonio Dell’Anno","is_ca":false},{"name":"Kristina M. Gjerde","is_ca":false},{"name":"Alan J. Jamieson","is_ca":false},{"name":"Salit Kark","is_ca":false},{"name":"Craig R. McClain","is_ca":false},{"name":"Lisa A. Levin","is_ca":false},{"name":"Noam Levin","is_ca":false},{"name":"Eva Ramírez-Llodra","is_ca":false},{"name":"Henry A. Ruhl","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"Paul V. R. Snelgrove","is_ca":true},{"name":"Laurenz Thomsen","is_ca":false},{"name":"Cindy Lee Van Dover","is_ca":false},{"name":"Moriaki Yasuhara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0413979761420826,"gpt":0.3248206257285178,"spread":0.2834226495864353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00410403,0.001504545,0.002300567,0.003238054,0.0003499932,0.001920197,0.001715932,0.001659784,0.004996464],"category_scores_gemma":[0.007735014,0.00032673,0.0008273594,0.00396265,0.001298912,0.002835864,0.001495577,0.002599658,0.001492755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002264281,"about_ca_system_score_gemma":0.005211585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008169722,"about_ca_topic_score_gemma":0.01332006,"domain_scores_codex":[0.9992371,0.000191422,0.0001072354,0.0001523733,0.0002483726,0.00006364742],"domain_scores_gemma":[0.9952153,0.002970201,0.0005399079,0.0001242645,0.0009626367,0.0001876822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000306557,0.00004566641,0.001678787,0.007430682,0.0002429196,0.00003538634,0.00003653198,0.0008175408,0.0002369222,0.01707974,0.02010862,0.9522566],"study_design_scores_gemma":[0.00002856905,0.00009817095,0.01300558,0.02943383,0.001101584,0.0004327823,0.0003245808,0.001032058,0.0004808795,0.04005532,0.9139152,0.00009150443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003148298,0.9897352,0.002406464,0.003962546,0.0009362463,0.00001899253,0.000246344,0.00002562357,0.00235372],"genre_scores_gemma":[0.005226528,0.985828,0.005141856,0.001660403,0.0009736018,0.00004518832,0.0003463619,0.00001071729,0.0007672018],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008169722,"threshold_uncertainty_score":0.02170444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2349790699","doi":"10.1038/nature17937","title":"Deep-sea diversity patterns are shaped by energy availability","year":2016,"lang":"en","type":"article","venue":"Nature","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":268,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Australian Government; Centre of Excellence for Environmental Decisions, Australian Research Council","keywords":"Species richness; Biodiversity; Continental shelf; Oceanography; Deep sea; Ecology; Habitat; Ecosystem; Latitude; Environmental science; Geography; Geology; Biology","authors":[{"name":"Skipton Woolley","is_ca":false},{"name":"Derek P. Tittensor","is_ca":true},{"name":"Piers K. Dunstan","is_ca":false},{"name":"Gurutzeta Guillera‐Arroita","is_ca":false},{"name":"José J. Lahoz‐Monfort","is_ca":false},{"name":"Brendan A. Wintle","is_ca":false},{"name":"Boris Worm","is_ca":true},{"name":"Timothy D. O’Hara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009940001771159345,"gpt":0.2140619999203165,"spread":0.2041219981491572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002733735,0.0001392357,0.0002792277,0.0007648906,0.0003167052,0.001075783,0.0002870689,0.0003955369,0.003830833],"category_scores_gemma":[0.001571842,0.0003404217,0.0003419042,0.0007821427,0.0007673878,0.0006615723,0.0007130404,0.0003635118,0.0005085946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002128397,"about_ca_system_score_gemma":0.0001220014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002832352,"about_ca_topic_score_gemma":0.007819388,"domain_scores_codex":[0.9998021,0.00004441598,0.00001329703,0.00006569122,0.00002083372,0.00005361801],"domain_scores_gemma":[0.9986235,0.0005609646,0.0003517132,0.0001264125,0.0001061844,0.0002312636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003590335,0.0000454305,0.9754236,0.00002738309,0.0002868947,0.0001111023,0.0004760769,0.0009268255,0.01487847,0.0004474043,0.0002406436,0.006777063],"study_design_scores_gemma":[0.000002262863,0.00001098238,0.9990608,0.000002053146,0.000007238717,0.00002474009,0.0001782949,0.0002982178,0.00008690797,0.0002436825,0.00008155689,0.000003170563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989638,0.00007572454,0.000173226,0.00004551598,0.000002256512,8.76543e-7,0.0000971364,0.00000328341,0.0006381924],"genre_scores_gemma":[0.9996616,0.00003323735,0.00004999162,0.00001867942,0.000002508697,0.000001286263,0.000068656,0.0000042351,0.0001598629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003830833,"threshold_uncertainty_score":0.01281536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118179655","doi":"10.1098/rstb.2005.1726","title":"An integrated approach to fast and informative morphological vouchering of nematodes for applications in molecular barcoding","year":2005,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":262,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Consejo Nacional de Ciencia y Tecnología; National Science Foundation","keywords":"DNA barcoding; Biology; Barcode; Context (archaeology); Taxonomy (biology); Evolutionary biology; Phylogenetic tree; Paleontology; Computer science; Ecology","authors":[{"name":"Paul De Ley","is_ca":false},{"name":"Irma Tandingan De Ley","is_ca":false},{"name":"Krystalynne Morris","is_ca":false},{"name":"Eyualem Abebe","is_ca":false},{"name":"M. Mundo-Ocampo","is_ca":false},{"name":"Melissa Yoder","is_ca":false},{"name":"Joseph Heras","is_ca":false},{"name":"Dora Waumann","is_ca":false},{"name":"Axayácatl Rocha‐Olivares","is_ca":false},{"name":"Aaron Burr","is_ca":true},{"name":"J. G. Baldwin","is_ca":false},{"name":"W. Kelley Thomas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04746062003579887,"gpt":0.2848330890723698,"spread":0.2373724690365709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003716023,0.0008097505,0.001018699,0.007403519,0.0009840993,0.001905388,0.002110407,0.001188364,0.005695191],"category_scores_gemma":[0.00743488,0.0009634179,0.001051103,0.006017894,0.0006611884,0.002313981,0.003543206,0.001837946,0.003550715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000832541,"about_ca_system_score_gemma":0.001941407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002958183,"about_ca_topic_score_gemma":0.008931406,"domain_scores_codex":[0.9960355,0.0006042985,0.0004584481,0.001253163,0.001487929,0.0001606895],"domain_scores_gemma":[0.9943997,0.0007679245,0.001005773,0.00163754,0.001836089,0.000352906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002632707,0.0002642936,0.01117037,0.0009868557,0.0001484375,0.0002767798,0.001109936,0.00157224,0.3676877,0.004829342,0.005707116,0.6059837],"study_design_scores_gemma":[0.0001651203,0.001109252,0.1655959,0.001151186,0.000645415,0.003960343,0.001947498,0.06079047,0.4356841,0.01816447,0.3099853,0.0008009769],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01952988,0.0004083404,0.9667087,0.0002725654,0.0001793367,0.001046286,0.004552292,0.003003198,0.004299411],"genre_scores_gemma":[0.02628952,0.0002195357,0.9673018,0.0001264799,0.00004487521,0.0007704606,0.002942726,0.0002753508,0.002029198],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007403519,"threshold_uncertainty_score":0.01965243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026179425","doi":"10.1016/j.marpolbul.2008.02.006","title":"Towards a classification of organic enrichment in marine sediments based on biogeochemical indicators","year":2008,"lang":"en","type":"review","venue":"Marine Pollution Bulletin","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":258,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Biogeochemical cycle; Anoxic waters; Organic matter; Environmental chemistry; Sulfate; Sediment; Hypoxia (environmental); Sedimentation; Environmental science; Chemistry; Oceanography; Ecology; Geology; Oxygen; Biology","authors":[{"name":"B. T. Hargrave","is_ca":true},{"name":"Marianne Holmer","is_ca":false},{"name":"C. P. Newcombe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02769669405183286,"gpt":0.2751991190723563,"spread":0.2475024250205235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001233321,0.001313463,0.002966001,0.003622558,0.0002163676,0.001297975,0.001305055,0.0006352058,0.0007723615],"category_scores_gemma":[0.001016253,0.0002807667,0.0007263546,0.003115753,0.0006508038,0.001499594,0.0005829366,0.001085487,0.0007537995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004784926,"about_ca_system_score_gemma":0.0009687435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002400071,"about_ca_topic_score_gemma":0.002950264,"domain_scores_codex":[0.999701,0.00003457418,0.00005776088,0.00009290418,0.00009536583,0.00001835059],"domain_scores_gemma":[0.9993568,0.0001905376,0.0001415662,0.00002200986,0.0002508477,0.00003828308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006093627,0.00006418872,0.003985059,0.006727319,0.0002358591,0.0001382846,0.00006526362,0.0003174145,0.004465873,0.001305524,0.005616866,0.9770174],"study_design_scores_gemma":[0.0001522998,0.001066147,0.1186901,0.01294467,0.003779421,0.006550385,0.001295901,0.002224708,0.01314682,0.01931738,0.8204668,0.0003654318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005542719,0.9847654,0.005549499,0.000804876,0.0005734378,0.00003696996,0.000293664,0.0000693188,0.002364001],"genre_scores_gemma":[0.01769873,0.9684255,0.01073223,0.0005804294,0.000545788,0.0000371238,0.0007199289,0.00001287815,0.0012474],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003622558,"threshold_uncertainty_score":0.006522536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2623296575","doi":"10.1016/j.cub.2017.02.046","title":"The deep-sea under global change","year":2017,"lang":"en","type":"article","venue":"Current Biology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":244,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Deep sea; Biology; Biosphere; Global change; Food shortage; Ecology; Lead (geology); Climate change; Oceanography; Paleontology; Fishery","authors":[{"name":"Roberto Danovaro","is_ca":false},{"name":"Cinzia Corinaldesi","is_ca":false},{"name":"Antonio Dell’Anno","is_ca":false},{"name":"Paul V. R. Snelgrove","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.130797747007693,"gpt":0.3696076455195857,"spread":0.2388098985118927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005105067,0.0001963758,0.0002208412,0.0003946369,0.0005177648,0.002852304,0.000251829,0.0009977777,0.004016629],"category_scores_gemma":[0.00155414,0.00009439328,0.0001817536,0.0007951785,0.002948545,0.003800412,0.001644807,0.0009290295,0.0003256795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049771,"about_ca_system_score_gemma":0.0007097052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004239604,"about_ca_topic_score_gemma":0.006914851,"domain_scores_codex":[0.9997298,0.00007556473,0.00001144292,0.00005032991,0.00005850673,0.00007435427],"domain_scores_gemma":[0.9996451,0.00005689605,0.00007180349,0.0000417508,0.00007519481,0.0001091371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000655124,0.0001032163,0.2874456,0.0006041034,0.0007494708,0.001294762,0.003082404,0.01281478,0.01184837,0.2762946,0.02229939,0.3828082],"study_design_scores_gemma":[0.00002774591,0.0002066645,0.3703513,0.0002288338,0.0001623063,0.0004791039,0.01142272,0.00399708,0.0007443148,0.436968,0.1753542,0.00005774317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7850766,0.0312964,0.006872728,0.07314675,0.003108894,0.00001522259,0.001094676,0.00008553948,0.09930323],"genre_scores_gemma":[0.9906521,0.005222784,0.0001845485,0.001525342,0.0005358187,0.000002184992,0.00008459873,0.000009949025,0.001782799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004239604,"threshold_uncertainty_score":0.01343697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1895136408","doi":"10.1139/z11-037","title":"Influence of suspended and off-bottom mussel culture on the sea bottom and benthic habitats: a review<sup>1</sup>This review is part of a virtual symposium on current topics in aquaculture of marine fish and shellfish.","year":2011,"lang":"en","type":"review","venue":"Canadian Journal of Zoology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":233,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Rimouski; Fisheries and Oceans Canada","funders":"","keywords":"Benthic zone; Mussel; Benthos; Plankton; Ecology; Biology; Biogeochemical cycle; Sediment; Habitat; Oceanography; Sedimentation; Aquaculture; Fishery; Fish <Actinopterygii>","authors":[{"name":"Christopher W. McKindsey","is_ca":true},{"name":"Philippe Archambault","is_ca":true},{"name":"Myriam D. Callier","is_ca":false},{"name":"Frédéric Olivier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03104991021059004,"gpt":0.2694687983926378,"spread":0.2384188881820477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003914864,0.0008987007,0.001321798,0.001891786,0.0002143847,0.0008673217,0.0005854445,0.0007538555,0.002866886],"category_scores_gemma":[0.0007201295,0.0002669918,0.0004621562,0.002691961,0.0002733691,0.001004406,0.000387422,0.0004017125,0.001135078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003188709,"about_ca_system_score_gemma":0.0009086342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901079,"about_ca_topic_score_gemma":0.004184781,"domain_scores_codex":[0.9998604,0.00002366592,0.00002740236,0.00003056118,0.0000439123,0.00001411605],"domain_scores_gemma":[0.9994125,0.0002695229,0.0001243268,0.00001041637,0.000135834,0.00004735246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000121678,0.00007630674,0.000845597,0.03727245,0.0001923176,0.0003232302,0.00009271641,0.0006741188,0.003832991,0.0006808056,0.01387678,0.9420111],"study_design_scores_gemma":[0.00002881011,0.0008399345,0.01145199,0.01464034,0.001204086,0.002422197,0.0003516834,0.0002503138,0.003167278,0.0007907554,0.9647809,0.00007165376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006012064,0.9985273,0.00008320741,0.00007273402,0.00008841753,0.000002697121,0.00002657927,0.000005564123,0.0005922425],"genre_scores_gemma":[0.002162971,0.9969703,0.0001928619,0.00008819484,0.0000779254,0.000004724718,0.00004376967,0.000001648729,0.0004575735],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002866886,"threshold_uncertainty_score":0.009590745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2499746890","doi":"10.1016/s0967-0653(97)84822-3","title":"10.1016/s0967-0653(97)84822-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":217,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Benthic zone; Ecology; Hydroid (botany); Biology; Geography; Environmental science; Oceanography; Geology","authors":[{"name":"Joseph-Maria Gili","is_ca":false},{"name":"R. G. Hughes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01079786517627813,"gpt":0.1839004131087104,"spread":0.1731025479324322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001357515,0.004275313,0.002988123,0.003368743,0.003032233,0.005825754,0.004466662,0.005450802,0.9916357],"category_scores_gemma":[0.002033775,0.00154405,0.001887767,0.004238531,0.00283862,0.007730025,0.004539962,0.003296333,0.9937028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132164,"about_ca_system_score_gemma":0.001206958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004800415,"about_ca_topic_score_gemma":0.005159374,"domain_scores_codex":[0.9992757,0.0000518275,0.00005061711,0.0002749797,0.000198123,0.0001486847],"domain_scores_gemma":[0.9969596,0.000708263,0.0001912183,0.0003393216,0.0006112961,0.0011903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002777701,0.0001766199,0.0004673732,0.0006161358,0.00003338288,0.0001775539,0.00007633885,0.0004052009,0.001324098,0.004107853,0.6114342,0.3809035],"study_design_scores_gemma":[0.00007599958,0.000121608,0.0005836203,0.0003876785,0.00001313603,0.0001920201,0.00008818477,0.000202799,0.0002076922,0.000633159,0.9974632,0.00003087027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002347587,0.0003409034,0.0004613087,0.0002662682,0.0004203982,0.0001060328,0.001047951,0.001037964,0.9960845],"genre_scores_gemma":[0.0002851812,0.0001890169,0.0001982479,0.0001767385,0.0001117182,0.00006262689,0.0003741276,0.0002257764,0.9983766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00836432,"threshold_uncertainty_score":0.01193058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152996535","doi":"10.1126/science.aac6647","title":"Managing mining of the deep seabed","year":2015,"lang":"en","type":"article","venue":"Science","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":216,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wycliffe College","funders":"Instituto Superior de Agronomia; J.M. Kaplan Fund; Alfred P. Sloan Foundation","keywords":"Lagging; Seabed; Business; Oceanography; Geology; Mathematics; Statistics","authors":[{"name":"Lisa M. Wedding","is_ca":false},{"name":"Sarah Reiter","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"Kristina M. Gjerde","is_ca":true},{"name":"John N. Kittinger","is_ca":false},{"name":"Alan M. Friedlander","is_ca":false},{"name":"Steven D. Gaines","is_ca":false},{"name":"Malcolm R. Clark","is_ca":false},{"name":"A. M. Thurnherr","is_ca":false},{"name":"Larry B. Crowder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04032715228937726,"gpt":0.2657686405724128,"spread":0.2254414882830356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003106798,0.0002725846,0.0002274034,0.001126806,0.002063838,0.004451272,0.001428927,0.001450152,0.004367104],"category_scores_gemma":[0.009016231,0.0002249961,0.0002478434,0.001546261,0.001163385,0.002693225,0.002863424,0.001584368,0.0007102902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635789,"about_ca_system_score_gemma":0.009756013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00781058,"about_ca_topic_score_gemma":0.02104883,"domain_scores_codex":[0.9978949,0.0005156382,0.0001232669,0.0001843428,0.0008319942,0.0004498726],"domain_scores_gemma":[0.9937172,0.0007858112,0.001221664,0.0007435279,0.001589333,0.001942384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002017122,0.0003732631,0.1096491,0.0003477018,0.0001489365,0.001410407,0.002157379,0.02220966,0.01165528,0.04546227,0.03596172,0.7704226],"study_design_scores_gemma":[0.000112015,0.001040444,0.1514932,0.0007527279,0.0001168494,0.001915938,0.01972557,0.05235741,0.006233491,0.1413548,0.6247913,0.0001063716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6764665,0.005152443,0.0628126,0.05984537,0.0008280046,0.0005256296,0.000553459,0.0005229279,0.1932932],"genre_scores_gemma":[0.945822,0.002926392,0.01489857,0.000854364,0.0001604261,0.0000838824,0.0002737515,0.00008439038,0.0348963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00781058,"threshold_uncertainty_score":0.01643056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018472255","doi":"10.1111/j.1462-2920.2009.02058.x","title":"Microbial community dynamics in a seasonally anoxic fjord: Saanich Inlet, British Columbia","year":2009,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":213,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Anoxic waters; Water column; Biogeochemical cycle; Fjord; Biology; Hypoxia (environmental); Microbial population biology; Ecology; Oceanography; Phylogenetic diversity; Ecosystem; Nutrient; Nutrient cycle; Environmental chemistry; Oxygen; Phylogenetic tree; Geology","authors":[{"name":"Elena Zaikova","is_ca":true},{"name":"David A. Walsh","is_ca":false},{"name":"Claire P. Stilwell","is_ca":false},{"name":"William W. Mohn","is_ca":false},{"name":"Philippe D. Tortell","is_ca":true},{"name":"Steven Hallam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005508194254343042,"gpt":0.1831790736755272,"spread":0.1776708794211842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001206073,0.0002259123,0.0002416826,0.0007799704,0.001989728,0.0007439368,0.0004932527,0.0002967349,0.0008220475],"category_scores_gemma":[0.0003561653,0.0002145847,0.0001211619,0.001096974,0.0005597451,0.0001497129,0.0004917795,0.0002582757,0.0001487358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006559966,"about_ca_system_score_gemma":0.004605118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9613459,"about_ca_topic_score_gemma":0.9857333,"domain_scores_codex":[0.9998386,0.000009927376,0.00001030408,0.0000447711,0.00004169004,0.00005468911],"domain_scores_gemma":[0.9996074,0.00002193878,0.00004057479,0.00001092779,0.000204151,0.0001151491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003215665,0.0001012306,0.9520751,0.00006861189,0.00006894851,0.0004041049,0.002597596,0.0005598842,0.030402,0.00006939247,0.0007388086,0.01259267],"study_design_scores_gemma":[0.000003006353,0.00001893892,0.9978583,0.000007146985,0.000007810971,0.00002431761,0.001023925,0.0003080859,0.0003507155,0.000007236862,0.0003860779,0.000004286562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991785,0.00006107051,0.00001906627,0.00001640469,0.000001480922,0.000006125503,0.0002734,0.000002818654,0.0004411527],"genre_scores_gemma":[0.9981948,0.00009745581,0.0001190446,0.00003802163,0.00000105248,0.00001006252,0.0005679299,0.000001774778,0.0009698663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03865415,"threshold_uncertainty_score":0.0777635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017314946","doi":"10.1016/j.tree.2014.05.002","title":"Real world biodiversity–ecosystem functioning: a seafloor perspective","year":2014,"lang":"en","type":"article","venue":"Trends in Ecology & Evolution","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":213,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Walter ja Andrée de Nottbeckin Säätiö","keywords":"Biodiversity; Ecosystem; Anthropocene; Ecosystem services; Environmental resource management; Perspective (graphical); Species richness; Total human ecosystem; Ecology; Geography; Environmental science; Ecosystem health; Computer science; Biology","authors":[{"name":"Paul V. R. Snelgrove","is_ca":true},{"name":"Simon F. Thrush","is_ca":false},{"name":"Diana H. Wall","is_ca":false},{"name":"Alf Norkko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01844377197822672,"gpt":0.2483048961412329,"spread":0.2298611241630061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000821773,0.0008320953,0.0007073791,0.002455831,0.0006831025,0.004702564,0.0008765031,0.001546681,0.005389657],"category_scores_gemma":[0.001522804,0.0003516201,0.0005750733,0.002977822,0.005265106,0.007541393,0.002606586,0.001759693,0.0003901796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264984,"about_ca_system_score_gemma":0.0006040875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006098773,"about_ca_topic_score_gemma":0.01284743,"domain_scores_codex":[0.9996539,0.0001548479,0.00002159591,0.00005887443,0.00005383699,0.00005686243],"domain_scores_gemma":[0.9991491,0.0003330776,0.0001654466,0.00005615519,0.0001081179,0.0001880236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001303973,0.0001881952,0.069649,0.0007292539,0.001337969,0.001423884,0.001805125,0.02342631,0.002749134,0.7999235,0.007601084,0.09103611],"study_design_scores_gemma":[0.00001792027,0.0002819928,0.09954603,0.0008866611,0.0004885306,0.001137132,0.008058169,0.01078447,0.0004820629,0.8075218,0.07070825,0.00008703133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5189487,0.1073602,0.08267827,0.08445545,0.001922071,0.00003491057,0.001614387,0.000153157,0.2028329],"genre_scores_gemma":[0.9717616,0.01911952,0.003634324,0.001972283,0.0007373447,0.00001482686,0.0001325115,0.00003162089,0.002595926],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006098773,"threshold_uncertainty_score":0.01803023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3110717796","doi":"10.1002/lno.11655","title":"Functional trait‐based approaches as a common framework for aquatic ecologists","year":2020,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":209,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; Université Laval","funders":"Sorbonne Université; Centre National de la Recherche Scientifique","keywords":"Trait; Computer science; Ecology; Data science; Common ground; Biology; Sociology","authors":[{"name":"Séverine Martini","is_ca":false},{"name":"Floriane Larras","is_ca":false},{"name":"Aurélien Boyé","is_ca":false},{"name":"Emile Faure","is_ca":false},{"name":"Nicole Aberle","is_ca":false},{"name":"Philippe Archambault","is_ca":true},{"name":"Lise Bacouillard","is_ca":false},{"name":"Beatrix E. Beisner","is_ca":true},{"name":"Lucie Bittner","is_ca":false},{"name":"Emmanuel Castella","is_ca":false},{"name":"Michaël Danger","is_ca":false},{"name":"Olivier Gauthier","is_ca":false},{"name":"Lee Karp‐Boss","is_ca":false},{"name":"Fabien Lombard","is_ca":false},{"name":"Frédéric Maps","is_ca":true},{"name":"Lars Stemmann","is_ca":false},{"name":"Éric Thiébaut","is_ca":false},{"name":"Philippe Usseglio‐Polatera","is_ca":false},{"name":"Meike Vogt","is_ca":false},{"name":"Martin Laviale","is_ca":false},{"name":"Sakina‐Dorothée Ayata","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08435295932241883,"gpt":0.2564172973532334,"spread":0.1720643380308146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03276139,0.001855201,0.001989939,0.01443985,0.002372798,0.01190369,0.005267734,0.003462474,0.004962885],"category_scores_gemma":[0.02771703,0.0006368928,0.003015924,0.007341832,0.01292715,0.01335248,0.009194988,0.005741203,0.001161992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005153679,"about_ca_system_score_gemma":0.004212396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004648752,"about_ca_topic_score_gemma":0.00416433,"domain_scores_codex":[0.9832608,0.01106446,0.001509489,0.002168084,0.001628071,0.000369026],"domain_scores_gemma":[0.9697327,0.01818782,0.002197889,0.005080251,0.003657731,0.001143543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002747832,0.00005484859,0.002804173,0.0007729936,0.0001423279,0.0002030063,0.003417958,0.003001717,0.0009769471,0.9327731,0.002811009,0.0530145],"study_design_scores_gemma":[0.000009692653,0.00003872734,0.001831021,0.0006951987,0.00006433653,0.0002068217,0.001874179,0.008238324,0.0003766411,0.9248166,0.06179113,0.00005734047],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.00567151,0.003586349,0.9678509,0.008372528,0.0003521629,0.0001475278,0.0006719863,0.0004400261,0.01290697],"genre_scores_gemma":[0.1526182,0.00264649,0.8378611,0.002106088,0.000445889,0.0008651408,0.001031425,0.0002618746,0.002163821],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03276139,"threshold_uncertainty_score":0.1732609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111484650","doi":"10.1098/rstb.2006.1951","title":"Disturbance, colonization and development of Antarctic benthic communities","year":2006,"lang":"en","type":"review","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":200,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Museum of Nature","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Benthic zone; Oceanography; Seabed gouging by ice; Benthos; Disturbance (geology); Iceberg; Continental shelf; Geology; Environmental science; Sea ice; Ecology; Ice shelf; Cryosphere; Paleontology; Biology","authors":[{"name":"David K. A. Barnes","is_ca":true},{"name":"Kathleen E. Conlan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1171506924628345,"gpt":0.3071795793312459,"spread":0.1900288868684114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002951006,0.0001608765,0.0001038881,0.0009994507,0.0007363854,0.0009739107,0.0001545647,0.0001832296,0.001409104],"category_scores_gemma":[0.0007150464,0.0001133168,0.0001517166,0.001130253,0.0006187547,0.0003522901,0.0008679078,0.0001702106,0.0002819908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005362449,"about_ca_system_score_gemma":0.0004125833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01510071,"about_ca_topic_score_gemma":0.03457002,"domain_scores_codex":[0.9997639,0.00005750678,0.00001564154,0.00004213747,0.00005692859,0.00006384443],"domain_scores_gemma":[0.9995364,0.00003528749,0.0001863732,0.00002970105,0.0000744892,0.0001378376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008258627,0.00001746004,0.9729726,0.00007556315,0.00006801115,0.0001926182,0.001500781,0.0003066265,0.003646655,0.0002875376,0.0003317401,0.02051774],"study_design_scores_gemma":[6.548958e-7,0.00001780625,0.9984218,0.000007138722,0.000002994746,0.00006115324,0.0005227143,0.00004871546,0.00004628294,0.00004884115,0.0008198479,0.000001967339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9958949,0.001044525,0.00004646253,0.00004343279,0.000003596307,0.00000452872,0.0002139716,0.00000298793,0.002745638],"genre_scores_gemma":[0.9980683,0.001041076,0.0001087949,0.00001710414,0.000004458529,0.000004689064,0.0002052912,0.000001675511,0.0005487202],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01510071,"threshold_uncertainty_score":0.03002566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2173971716","doi":"10.1666/0094-8373(2003)029<0527:potoka>2.0.co;2","title":"Paleoecology of the oldest known animal communities: Ediacaran assemblages at Mistaken Point, Newfoundland","year":2003,"lang":"en","type":"article","venue":"Paleobiology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":186,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University; Geological Survey of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Paleoecology; Geography; Archaeology; Paleontology; Geology; Ecology; Biology","authors":[{"name":"Matthew E. Clapham","is_ca":true},{"name":"Guy M. Narbonne","is_ca":true},{"name":"James G. Gehlîng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02112916582742606,"gpt":0.2366353782681114,"spread":0.2155062124406854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002538614,0.0002552579,0.0002184919,0.002680607,0.001133225,0.001262879,0.0005723458,0.0002720371,0.002571081],"category_scores_gemma":[0.0006135546,0.0002722958,0.0001828365,0.002026764,0.001179659,0.0005296531,0.0007749552,0.0002742475,0.0002148769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006131524,"about_ca_system_score_gemma":0.001724493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7767467,"about_ca_topic_score_gemma":0.9438037,"domain_scores_codex":[0.9998084,0.00001026708,0.00001232365,0.00006095162,0.00002662627,0.00008160266],"domain_scores_gemma":[0.9993123,0.00006761529,0.0002028179,0.00003911419,0.0002210912,0.0001570685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009896022,0.00001145715,0.9796985,0.00005985088,0.00006301546,0.000242879,0.002835592,0.0002038763,0.003604931,0.000171282,0.000479481,0.01252999],"study_design_scores_gemma":[6.72134e-7,0.000002219904,0.999136,0.00000828652,0.00000387733,0.00003762601,0.0004736233,0.00002706016,0.00004156372,0.000004248387,0.0002630686,0.000001749554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976132,0.0004023223,0.00003806821,0.00004546571,0.000002631146,0.00000292367,0.0005573732,0.000004793577,0.001333301],"genre_scores_gemma":[0.9986538,0.0002652926,0.0001073606,0.00002265772,0.000003202461,0.000003336441,0.0003895765,0.000003759391,0.000551053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2232533,"threshold_uncertainty_score":0.449136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062945631","doi":"10.1016/j.palaeo.2007.05.023","title":"Paleoecology of the Greater Phyllopod Bed community, Burgess Shale","year":2007,"lang":"en","type":"article","venue":"Palaeogeography Palaeoclimatology Palaeoecology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":186,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Species richness; Ecology; Paleoecology; Range (aeronautics); Habitat; Species evenness; Rarefaction (ecology); Taphonomy; Benthic zone; Sedimentary depositional environment; Abundance (ecology); Geography; Biology; Geology; Paleontology; Structural basin","authors":[{"name":"Jean‐Bernard Caron","is_ca":true},{"name":"Donald A. Jackson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0163509699581069,"gpt":0.2409111772709262,"spread":0.2245602073128193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003341215,0.0001391151,0.0002145164,0.001645342,0.0006689452,0.0007275334,0.0002786979,0.0003854748,0.001844594],"category_scores_gemma":[0.0005879043,0.0002517255,0.0001340538,0.001230848,0.0007648293,0.0005034109,0.00075997,0.0002037822,0.000246001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000677661,"about_ca_system_score_gemma":0.0004450926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1148161,"about_ca_topic_score_gemma":0.3049463,"domain_scores_codex":[0.9998938,0.00002793374,0.000006730735,0.00003196071,0.00001556377,0.00002401058],"domain_scores_gemma":[0.999626,0.00007404554,0.00007561022,0.00003170169,0.00008546144,0.0001070354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008443558,0.00002070977,0.9913381,0.00001619334,0.00004943469,0.0001069202,0.002501802,0.0002098698,0.002048349,0.00009027361,0.0002103343,0.003323516],"study_design_scores_gemma":[0.000001124815,0.000004717948,0.9992,0.000002105852,0.000003061514,0.00002147455,0.0005325896,0.0001089243,0.00001601078,0.000009945333,0.00009912623,9.183244e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997163,0.00005415648,0.00001012157,0.00001877458,4.245196e-7,6.009648e-7,0.0000761791,0.000001128323,0.000122293],"genre_scores_gemma":[0.9995825,0.00004727911,0.00002226663,0.00001401802,0.000001740251,0.000001495522,0.0001733898,0.000001116678,0.0001562633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1148161,"threshold_uncertainty_score":0.2282956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2585103518","doi":"10.1126/science.aah7178","title":"An ecosystem-based deep-ocean strategy","year":2017,"lang":"en","type":"article","venue":"Science","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":180,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; Wycliffe College","funders":"Natural Environment Research Council; Sight Research UK; Norsk Institutt for Vannforskning; Natural Sciences and Engineering Research Council of Canada; European Commission; Duke University; National Science Foundation","keywords":"Ecosystem; Environmental resource management; Environmental science; Oceanography; Environmental planning; Ecology; Geology; Biology","authors":[{"name":"Roberto Danovaro","is_ca":false},{"name":"Jacopo Aguzzi","is_ca":false},{"name":"Emanuela Fanelli","is_ca":false},{"name":"D. S. M. Billett","is_ca":false},{"name":"Kristina M. Gjerde","is_ca":true},{"name":"Alan J. Jamieson","is_ca":false},{"name":"Eva Ramírez-Llodra","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"Paul V. R. Snelgrove","is_ca":true},{"name":"Laurenz Thomsen","is_ca":false},{"name":"Cindy Lee Van Dover","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03019138845284371,"gpt":0.3031033669595869,"spread":0.2729119785067432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02623083,0.001181956,0.001012183,0.002404598,0.002131372,0.009749261,0.003341325,0.005995764,0.004034969],"category_scores_gemma":[0.02353576,0.0003784024,0.0006440915,0.001748982,0.002979001,0.01036062,0.01113558,0.005043626,0.0008734022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007940435,"about_ca_system_score_gemma":0.04713783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009761197,"about_ca_topic_score_gemma":0.01245982,"domain_scores_codex":[0.9919471,0.002208089,0.0008226827,0.0007459566,0.003039929,0.001236267],"domain_scores_gemma":[0.9812092,0.001538226,0.001940435,0.001731038,0.008435278,0.005145909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009992872,0.0005656558,0.01486705,0.0004794946,0.0002838425,0.0001794969,0.0007938287,0.01666253,0.006274417,0.7460501,0.02815495,0.1855887],"study_design_scores_gemma":[0.00005232545,0.0003672019,0.0166025,0.001068288,0.0001410913,0.00009259384,0.003132948,0.02109718,0.003104917,0.6227423,0.3314661,0.0001326029],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0777538,0.00923849,0.3087899,0.3945043,0.006370663,0.001766538,0.001606531,0.0007676103,0.1992022],"genre_scores_gemma":[0.7088272,0.005654362,0.2252296,0.02834966,0.0006620795,0.001298681,0.001106663,0.0001605531,0.02871114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02623083,"threshold_uncertainty_score":0.1387236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113268399","doi":"10.1890/07-0267.1","title":"OFFSPRING SIZE VARIATION WITHIN BROODS AS A BET‐HEDGING STRATEGY IN UNPREDICTABLE ENVIRONMENTS","year":2008,"lang":"en","type":"article","venue":"Ecology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":180,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of New South Wales","keywords":"Offspring; Biology; Fecundity; Brood; Ecology; Maternal effect; Range (aeronautics); Predictability; Demography; Statistics; Mathematics; Population; Genetics","authors":[{"name":"Dustin J. Marshall","is_ca":false},{"name":"Russell Bonduriansky","is_ca":false},{"name":"Luc F. Bussière","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01711403357356632,"gpt":0.2261833999068003,"spread":0.209069366333234,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004559896,0.0001908754,0.0001970527,0.0003367375,0.0002424748,0.0005768234,0.0004043841,0.0003402313,0.000603722],"category_scores_gemma":[0.001101738,0.0001862647,0.0003629214,0.000186512,0.000492846,0.0002779478,0.0004410355,0.000290626,0.00006762236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000333255,"about_ca_system_score_gemma":0.0001504964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405903,"about_ca_topic_score_gemma":0.00290561,"domain_scores_codex":[0.999879,0.00003651373,0.000006467963,0.00004113344,0.00001752109,0.00001943466],"domain_scores_gemma":[0.9991574,0.0003881444,0.0002736197,0.00008172198,0.0000308642,0.00006827971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004106787,0.0001492519,0.7065682,0.00009583744,0.0003677993,0.0008870978,0.000720555,0.1211329,0.137913,0.006654617,0.0002606156,0.02483931],"study_design_scores_gemma":[0.00001654002,0.0001641408,0.884078,0.000009776778,0.00007076083,0.0003874382,0.0001986862,0.1082669,0.002842939,0.003637625,0.0002983655,0.00002881268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988052,0.0000249482,0.0008677598,0.00001140001,5.144208e-7,0.000001319105,0.00001409249,0.000005900426,0.0002689856],"genre_scores_gemma":[0.9991366,0.00001978154,0.0006871229,0.000005663787,8.626567e-7,0.000003016201,0.00003167203,0.000003838788,0.0001115227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001405903,"threshold_uncertainty_score":0.002795398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161997783","doi":"10.1007/s12526-010-0073-9","title":"Climate change effects on Arctic fjord and coastal macrobenthic diversity—observations and predictions","year":2010,"lang":"en","type":"article","venue":"Marine Biodiversity","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":179,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fjord; Arctic; Oceanography; Biodiversity; Subarctic climate; Benthic zone; Meltwater; Halocline; Habitat; Arctic ecology; Sea ice; Ecology; Environmental science; Climate change; Fishery; Salinity; Geography; Glacier; Physical geography; Geology; Biology","authors":[{"name":"Jan Marcin Węsławski","is_ca":false},{"name":"Michael A. Kendall","is_ca":false},{"name":"Maria Włodarska‐Kowalczuk","is_ca":false},{"name":"Katrin Iken","is_ca":false},{"name":"Monika Kędra","is_ca":false},{"name":"Joanna Legeżyńska","is_ca":false},{"name":"Mikael K. Sejr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02791544306793885,"gpt":0.2094226810070399,"spread":0.1815072379391011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000598158,0.0003728893,0.0002546007,0.0007177893,0.0002694869,0.0007141825,0.0003363828,0.0004575555,0.001043626],"category_scores_gemma":[0.0009692306,0.0001539128,0.000470318,0.0009653736,0.0003386989,0.0004235418,0.0003787997,0.0003162529,0.0002765993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006376411,"about_ca_system_score_gemma":0.0003119302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02637427,"about_ca_topic_score_gemma":0.0312009,"domain_scores_codex":[0.9998672,0.0000291848,0.00001549034,0.00003655403,0.00002523242,0.00002623432],"domain_scores_gemma":[0.9992186,0.000235686,0.0003127739,0.00003415935,0.0001309236,0.00006787751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001070771,0.00003345497,0.9693636,0.0003083961,0.0002224887,0.0001624902,0.0001271791,0.003847285,0.0008036355,0.0002204199,0.0007378092,0.02406613],"study_design_scores_gemma":[0.000001649663,0.00003470327,0.9966927,0.00004403008,0.00003729745,0.00004714723,0.0001085624,0.00120019,0.0001262549,0.00008456512,0.001617651,0.000005308952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9550781,0.03541565,0.000793338,0.0008765646,0.0001653081,0.00001452286,0.003111912,0.00006926798,0.004475409],"genre_scores_gemma":[0.9890321,0.009275048,0.0002676602,0.0000872835,0.00007366639,0.000006065439,0.0009848744,0.000004865145,0.0002683142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02637427,"threshold_uncertainty_score":0.05244154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W5299806","doi":"10.1007/3-540-27673-4_44","title":"Distribution and diversity of species associated with deep-sea gorgonian corals off Atlantic Canada","year":2005,"lang":"en","type":"book-chapter","venue":"","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":177,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gorgonian; Fauna; Coral; Species richness; Biology; Ecology; Abundance (ecology)","authors":[{"name":"Pål Buhl‐Mortensen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01613994899375729,"gpt":0.1790524485297486,"spread":0.1629124995359913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001560363,0.0001729099,0.0001583393,0.001921423,0.0008663189,0.0006333762,0.0005612703,0.0002202096,0.001275177],"category_scores_gemma":[0.000388201,0.0001552738,0.0002032378,0.002959865,0.0006133255,0.0002269246,0.0004950242,0.0001696951,0.0001510187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003757634,"about_ca_system_score_gemma":0.003162578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9432257,"about_ca_topic_score_gemma":0.9874318,"domain_scores_codex":[0.9998482,0.000008258295,0.00001015738,0.00002981426,0.00005071247,0.00005291085],"domain_scores_gemma":[0.9996583,0.00003291136,0.00007276574,0.00001069758,0.000138839,0.00008646239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000991472,0.000009677728,0.9620498,0.0001011727,0.0001123168,0.0002300024,0.00327988,0.000298825,0.003287048,0.0005664183,0.001805109,0.02816051],"study_design_scores_gemma":[0.000001214444,0.000003836185,0.9974949,0.00001360282,0.000009840798,0.00008688488,0.0006989667,0.00007218737,0.0000530871,0.00002511367,0.001537132,0.000003204005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921668,0.001845141,0.00006105551,0.00007429312,0.000004699111,0.000007516051,0.001948923,0.0000122688,0.003879345],"genre_scores_gemma":[0.9938169,0.001420227,0.0002855002,0.00003402972,0.000003355709,0.000004681566,0.00124035,0.000006075934,0.003188933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05677432,"threshold_uncertainty_score":0.1142173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103735684","doi":"10.1016/j.dsr.2009.01.009","title":"Biogeographic relationships among deep-sea hydrothermal vent faunas at global scale","year":2009,"lang":"en","type":"article","venue":"Deep Sea Research Part I Oceanographic Research Papers","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":170,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Agence Nationale de la Recherche","keywords":"Hydrothermal vent; Fauna; Deep sea; Biological dispersal; Ridge; Ecology; Oceanography; Chemosynthesis; Food web; Trophic level; Geography; Hydrothermal circulation; Biology; Paleontology; Geology","authors":[{"name":"Charleyne Bachraty","is_ca":true},{"name":"Pierre Legendre","is_ca":true},{"name":"Daniel Desbruyères","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06605605063844214,"gpt":0.3218114159865583,"spread":0.2557553653481162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002160744,0.0001184363,0.0002122837,0.001630145,0.0003249302,0.0005142296,0.0002045079,0.0002214542,0.001899489],"category_scores_gemma":[0.0008315608,0.0002108028,0.0002407629,0.001542984,0.0005691859,0.0007030988,0.0006173527,0.0002440952,0.0001900424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002544721,"about_ca_system_score_gemma":0.0001472181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008608854,"about_ca_topic_score_gemma":0.0220713,"domain_scores_codex":[0.9998943,0.00001861765,0.00001079968,0.00003994474,0.00001163608,0.00002461415],"domain_scores_gemma":[0.9994013,0.0001690119,0.0001898202,0.00005138788,0.0001073162,0.00008117623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005324828,0.000007938092,0.9920579,0.00001839855,0.0001019189,0.00002886048,0.0006667913,0.0001173707,0.003554771,0.0001000318,0.00005580554,0.003237054],"study_design_scores_gemma":[0.000001639875,0.000008974936,0.9994326,0.000002056105,0.00001103296,0.00002820346,0.0002844195,0.0000778609,0.00003925496,0.00003793816,0.00007495468,0.000001009557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999405,0.0001220488,0.00004004699,0.00001308245,0.000001100928,9.023076e-7,0.0001577246,0.000001627975,0.0002585235],"genre_scores_gemma":[0.9994736,0.00008497521,0.00006448852,0.000008772083,0.000002416802,0.000001754346,0.0002407508,0.000002208251,0.0001210738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008608854,"threshold_uncertainty_score":0.0171175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058839077","doi":"10.1126/science.1169514","title":"The Burgess Shale Anomalocaridid <i>Hurdia</i> and Its Significance for Early Euarthropod Evolution","year":2009,"lang":"en","type":"article","venue":"Science","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":166,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Rolls-Royce (Canada); Royal Ontario Museum","funders":"","keywords":"Morphology (biology); Carapace; Arthropod; Biology; Ecology; Zoology; Crustacean","authors":[{"name":"Allison C. Daley","is_ca":true},{"name":"Graham E. Budd","is_ca":true},{"name":"Jean‐Bernard Caron","is_ca":true},{"name":"Gregory D. Edgecombe","is_ca":true},{"name":"Desmond Collins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01206564960085365,"gpt":0.2473853531754633,"spread":0.2353197035746096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001286322,0.0001608063,0.0001442751,0.0009402713,0.0008171141,0.0005814582,0.0001876589,0.0001835615,0.001099827],"category_scores_gemma":[0.0002244684,0.00009608061,0.00008780039,0.0004926886,0.0007932316,0.0001761571,0.000477909,0.0002121393,0.0001790286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006808048,"about_ca_system_score_gemma":0.0005757786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03739631,"about_ca_topic_score_gemma":0.1338876,"domain_scores_codex":[0.9999303,0.000008738158,0.000004965736,0.00001630542,0.00002244214,0.00001730956],"domain_scores_gemma":[0.9998553,0.00002338277,0.00004319065,0.00001039117,0.00003391509,0.00003376106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002355592,0.00001657294,0.9194069,0.0001296472,0.00003435441,0.001177601,0.001991238,0.0002570496,0.04868393,0.0003687119,0.0002384423,0.02745991],"study_design_scores_gemma":[0.000001322231,0.00002315206,0.9971935,0.00001116848,0.000005139957,0.0005570402,0.0005556066,0.00005858643,0.0004913659,0.00002402448,0.001076187,0.000002896014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972125,0.0006945553,0.00009848586,0.00002585192,0.000002803638,0.000004932264,0.00007049464,0.000003391367,0.001887017],"genre_scores_gemma":[0.9985291,0.0003918237,0.0004764608,0.00001873041,0.000005690339,0.000003412356,0.0001867434,0.000001281623,0.0003867759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03739631,"threshold_uncertainty_score":0.07435727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2513277014","doi":"10.1016/j.chemgeo.2015.11.006","title":"Hydrothermal exploration of mid-ocean ridges: Where might the largest sulfide deposits be forming?","year":2015,"lang":"en","type":"article","venue":"Chemical Geology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":161,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; GEOMAR Helmholtz-Zentrum für Ozeanforschung Kiel; Woods Hole Oceanographic Institution","keywords":"Geology; Hydrothermal circulation; Sulfide; Geochemistry; Volcanogenic massive sulfide ore deposit; Mid-ocean ridge; Oceanography; Earth science; Paleontology; Basalt","authors":[{"name":"Christopher R. German","is_ca":false},{"name":"Sven Petersen","is_ca":false},{"name":"Mark D. Hannington","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03967196475383845,"gpt":0.251919041582143,"spread":0.2122470768283046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003821638,0.0002169024,0.0003172313,0.0004192858,0.000809278,0.002812464,0.0003995851,0.001059062,0.004932368],"category_scores_gemma":[0.001385772,0.0001833544,0.0002250511,0.0005701589,0.001137623,0.0025094,0.0008178786,0.0005674512,0.000543408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005686748,"about_ca_system_score_gemma":0.001163486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01914157,"about_ca_topic_score_gemma":0.05233976,"domain_scores_codex":[0.9998779,0.00001442539,0.00000853137,0.00002671491,0.00001562696,0.00005669943],"domain_scores_gemma":[0.9995251,0.00006129214,0.0001343469,0.00002361903,0.0001472438,0.0001083051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004468256,0.0001020508,0.907249,0.0003922514,0.0001216054,0.00210853,0.002794882,0.0006666525,0.02159424,0.006423874,0.003167184,0.05493296],"study_design_scores_gemma":[0.00003007424,0.0001581782,0.947134,0.000220038,0.00007117965,0.0008391605,0.01929175,0.001124943,0.004611338,0.008741656,0.01773281,0.00004470668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764495,0.004118334,0.0008580942,0.006373115,0.0001140543,0.0000118704,0.000272853,0.00005773806,0.01174433],"genre_scores_gemma":[0.9962698,0.001380192,0.0003632804,0.0002249706,0.00006929666,0.000001801647,0.00007785639,0.000008106688,0.001604739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01914157,"threshold_uncertainty_score":0.03806025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066190336","doi":"10.1016/j.jmarsys.2014.03.012","title":"The North Sea — A shelf sea in the Anthropocene","year":2014,"lang":"en","type":"article","venue":"Journal of Marine Systems","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":160,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Oceanography; Atlantic multidecadal oscillation; Anthropocene; North Atlantic oscillation; Environmental science; Marine ecosystem; Climatology; Ecosystem; Geology; Ecology","authors":[{"name":"Kay‐Christian Emeis","is_ca":false},{"name":"Justus van Beusekom","is_ca":false},{"name":"Ulrich Callies","is_ca":false},{"name":"Ralf Ebinghaus","is_ca":false},{"name":"Andreas Kannen","is_ca":false},{"name":"Gerd Kraus","is_ca":false},{"name":"Ingrid Kröncke","is_ca":false},{"name":"Hermann Lenhart","is_ca":false},{"name":"Ina Lorkowski","is_ca":false},{"name":"Volker Matthias","is_ca":false},{"name":"Christian Möllmann","is_ca":false},{"name":"Johannes Pätsch","is_ca":false},{"name":"Mirco Scharfe","is_ca":false},{"name":"Helmuth Thomas","is_ca":true},{"name":"Ralf Weiße","is_ca":false},{"name":"Eduardo Zorita","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0145158153129411,"gpt":0.2380992973817066,"spread":0.2235834820687655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000237835,0.0001155256,0.0001243378,0.000294671,0.00130884,0.001327361,0.0001753343,0.0002518974,0.002268255],"category_scores_gemma":[0.0003216747,0.00008357697,0.00008315429,0.0007065578,0.001709698,0.00147347,0.001134369,0.0002722553,0.0001456521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007372778,"about_ca_system_score_gemma":0.001194771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03269808,"about_ca_topic_score_gemma":0.1573993,"domain_scores_codex":[0.999905,0.00002932949,0.000005759528,0.00001226918,0.00001816203,0.00002955276],"domain_scores_gemma":[0.9998769,0.00001630213,0.00003746264,0.000009035566,0.00002628408,0.00003408065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005356599,0.00005811057,0.6140324,0.0003504376,0.00008381228,0.003688347,0.07227989,0.0006463067,0.006365634,0.05688565,0.009187154,0.2358866],"study_design_scores_gemma":[0.000009955153,0.0001150923,0.7358868,0.0002353773,0.00005384385,0.001193041,0.08590113,0.0002534862,0.0004620257,0.01014665,0.1657158,0.00002679594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514211,0.004333705,0.0001814978,0.003981892,0.0001311278,0.000002843906,0.00008144379,0.000004549098,0.03986189],"genre_scores_gemma":[0.9952769,0.001608883,0.0001200851,0.0002342706,0.00002612521,0.000001131,0.00003256489,0.000002703825,0.002697259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03269808,"threshold_uncertainty_score":0.06501555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051024268","doi":"10.1139/z05-010","title":"Molecular phylogeny of the protochordates: chordate evolution","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":156,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"University of Washington","keywords":"Chordate; Biology; Body plan; Deuterostome; Phylum; Phylogenetics; Evolutionary biology; Vertebrate; Zoology; Tadpole (physics); Bryozoa; Sister group; Ciona; Paleontology; Taxonomy (biology); Clade; Gene; Genetics","authors":[{"name":"Liyun Zeng","is_ca":false},{"name":"Billie J. Swalla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00928502826796727,"gpt":0.2100220856689207,"spread":0.2007370574009534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002880729,0.0003657795,0.0002684273,0.0008034846,0.0004360951,0.0007924979,0.0004840467,0.0004967947,0.002077124],"category_scores_gemma":[0.0002994559,0.0001358046,0.0001754131,0.001029096,0.0003944359,0.0006228809,0.0004229812,0.0005672124,0.001015313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007961998,"about_ca_system_score_gemma":0.0004923574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002300646,"about_ca_topic_score_gemma":0.003120004,"domain_scores_codex":[0.999846,0.00001554165,0.00001278187,0.00006051949,0.00004157513,0.00002352584],"domain_scores_gemma":[0.9997967,0.00002486124,0.00007801422,0.00001089965,0.00005462219,0.00003494466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005463728,0.00003149365,0.03363929,0.004427341,0.000253871,0.00171386,0.0008932034,0.001948633,0.6301901,0.01144405,0.002969344,0.3119424],"study_design_scores_gemma":[0.0000448465,0.0003451974,0.5543162,0.0007403151,0.0004673852,0.006010377,0.0006193723,0.002554697,0.05584479,0.003782762,0.3751677,0.0001065056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.562243,0.3776808,0.01916886,0.003218793,0.000484825,0.00008857765,0.002815345,0.0005650149,0.0337347],"genre_scores_gemma":[0.8569302,0.1183464,0.01128602,0.0007160441,0.0002922466,0.00002603121,0.003115492,0.000064996,0.009222585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002300646,"threshold_uncertainty_score":0.006948709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126758494","doi":"10.1111/j.1461-0248.2009.01364.x","title":"Niches versus neutrality: uncovering the drivers of diversity in a species‐rich community","year":2009,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":155,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Niche; Neutral theory of molecular evolution; Ecology; Ecological niche; Coexistence theory; Species richness; Niche segregation; Biology; Niche differentiation; Species diversity; Community; Neutrality; Ecosystem; Habitat","authors":[{"name":"Rémi Vergnon","is_ca":false},{"name":"Nicholas K. Dulvy","is_ca":true},{"name":"Robert P. Freckleton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0662035854678647,"gpt":0.2575897730860965,"spread":0.1913861876182318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001615558,0.0001752563,0.0002813809,0.001064733,0.0004820468,0.001009612,0.0004203047,0.0004294328,0.0008266908],"category_scores_gemma":[0.005950784,0.0002223703,0.0003255373,0.0004743856,0.001564518,0.001774151,0.001037173,0.0004482269,0.00006273987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004094537,"about_ca_system_score_gemma":0.0002093419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006610195,"about_ca_topic_score_gemma":0.0006991063,"domain_scores_codex":[0.9996958,0.0001403047,0.00001219209,0.00006484122,0.00004567278,0.00004124448],"domain_scores_gemma":[0.9965889,0.00204312,0.000718347,0.0002354268,0.0001176421,0.0002964988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006392861,0.0001111621,0.8272529,0.0002432001,0.000376688,0.0003958857,0.003166344,0.0213136,0.05034814,0.04755244,0.000327181,0.04827308],"study_design_scores_gemma":[0.00007204647,0.0002553617,0.5316683,0.00003817349,0.0001380965,0.0008808129,0.002954667,0.2497206,0.004716518,0.2086865,0.0007616849,0.0001073888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950293,0.0000642689,0.00445999,0.0001034464,0.000001114837,0.000002118514,0.00001675642,0.00001324869,0.000309954],"genre_scores_gemma":[0.9995182,0.00001378582,0.0004307432,0.00001032193,0.000002334649,0.000001722162,0.000006829006,0.000001900719,0.00001417207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001615558,"threshold_uncertainty_score":0.008543968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144583352","doi":"10.1093/icesjms/fst124","title":"Deep-sea sponge grounds enhance diversity and abundance of epibenthic megafauna in the Northwest Atlantic","year":2013,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":155,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Megafauna; Species richness; Abundance (ecology); Biodiversity; Oceanography; Ecology; Flemish; Transect; Habitat; Marine protected area; Species diversity; Geography; Fishery; Biology; Geology; Archaeology","authors":[{"name":"Lindsay Beazley","is_ca":true},{"name":"Ellen Kenchington","is_ca":true},{"name":"Francisco Javier Murillo","is_ca":false},{"name":"M.M. Sacau-Cuadrado","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01408303552552007,"gpt":0.2397604369876732,"spread":0.2256774014621532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001360758,0.000134172,0.0001440524,0.0004007421,0.0002135951,0.000325909,0.000133029,0.0001536887,0.001420932],"category_scores_gemma":[0.000355243,0.0001339408,0.0001342436,0.0002598971,0.000182185,0.0001759511,0.0003281845,0.0001582016,0.0001380595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003257307,"about_ca_system_score_gemma":0.000218871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03101414,"about_ca_topic_score_gemma":0.1406729,"domain_scores_codex":[0.9999344,0.000009311052,0.000005693355,0.00001767485,0.00001585905,0.00001701623],"domain_scores_gemma":[0.9995672,0.00004783838,0.0001670757,0.00001778175,0.00006469761,0.0001353524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001447984,0.00003001017,0.9820365,0.00001511868,0.00003926477,0.00007381048,0.0001881986,0.00003364418,0.01441124,0.00001114362,0.00005423351,0.002961943],"study_design_scores_gemma":[5.694142e-7,0.00001060108,0.9998193,0.000001026099,0.000002170859,0.000006064993,0.00006625072,0.00001920107,0.00005176053,0.000001863952,0.00002086263,3.128451e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999738,0.00003775978,0.00001437748,0.000007074422,5.490774e-7,7.992389e-7,0.00004877992,7.736906e-7,0.0001518515],"genre_scores_gemma":[0.9996684,0.00003480008,0.0000398776,0.000008544675,0.000001189583,0.000001158829,0.00007372377,5.248459e-7,0.0001718855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03101414,"threshold_uncertainty_score":0.06166726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2548512960","doi":"10.1038/ismej.2016.124","title":"Metabolic and physiological interdependencies in the <i>Bathymodiolus azoricus</i> symbiosis","year":2016,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":150,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Vienna Science and Technology Fund; Max-Planck-Gesellschaft; Deutscher Akademischer Austauschdienst","keywords":"Biology; Symbiosis; Gammaproteobacteria; Chemosynthesis; Host (biology); Sulfur metabolism; Endosymbiosis; Ecology; Hydrothermal vent; Biochemistry; Metabolism; Bacteria; Gene; Genetics","authors":[{"name":"Ruby Ponnudurai","is_ca":false},{"name":"Manuel Kleiner","is_ca":true},{"name":"Lizbeth Sayavedra","is_ca":false},{"name":"Jillian M. Petersen","is_ca":false},{"name":"M. Moche","is_ca":false},{"name":"Andreas Otto","is_ca":false},{"name":"Dörte Becher","is_ca":false},{"name":"Takeshi Takeuchi","is_ca":false},{"name":"Noriyuki Satoh","is_ca":false},{"name":"Nicole Dubilier","is_ca":false},{"name":"Thomas Schweder","is_ca":false},{"name":"Stephanie Markert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03379890833984195,"gpt":0.2434530078031737,"spread":0.2096540994633318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001939339,0.0003038954,0.0003088629,0.0006178816,0.0004292481,0.0005738668,0.000215722,0.0004318908,0.0002852053],"category_scores_gemma":[0.0001927416,0.0002413821,0.0001617053,0.0002954933,0.0003942515,0.0004335639,0.0009066992,0.0002789826,0.000135765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003706533,"about_ca_system_score_gemma":0.0002412793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243716,"about_ca_topic_score_gemma":0.001962715,"domain_scores_codex":[0.9997461,0.00002578288,0.00001768926,0.000107254,0.00005380818,0.00004938889],"domain_scores_gemma":[0.9998227,0.00002410298,0.00006968014,0.00001470876,0.00003017989,0.0000387055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004885041,0.000007429646,0.004613272,0.00002654394,0.000006439863,0.00003469213,0.00004332164,0.00002672257,0.9944211,0.00002235428,0.00000950288,0.0007398349],"study_design_scores_gemma":[0.00001401776,0.0003254545,0.7942187,0.00001576975,0.00005501553,0.0005233456,0.0004578889,0.001812847,0.2005209,0.0001908483,0.001832015,0.00003313114],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998486,0.0004724134,0.0004158412,0.00002822992,0.000002919864,0.000006445027,0.0001399946,0.00002266202,0.0004254181],"genre_scores_gemma":[0.9986579,0.0001587034,0.0006884922,0.00002760123,0.000002975462,0.00001004813,0.0002042734,0.000004268091,0.0002457728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002243716,"threshold_uncertainty_score":0.004461288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138695129","doi":"10.4319/lo.2007.52.1.0428","title":"In situ feeding and metabolism of glass sponges (Hexactinellida, Porifera) studied in a deep temperate fjord with a remotely operated submersible","year":2007,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":149,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal British Columbia Museum; Fisheries and Oceans Canada; University of Alberta; University of Victoria","funders":"","keywords":"Pelagic zone; Sponge; Benthic zone; Dissolved organic carbon; Fjord; Detritus; Water column; Deep sea; Plankton; Biology; Environmental chemistry; Oceanography; Total organic carbon; Ecology; Chemistry; Geology; Botany","authors":[{"name":"Gitai Yahel","is_ca":true},{"name":"Frank Whitney","is_ca":true},{"name":"Henry M. Reiswig","is_ca":true},{"name":"Dafne Eerkes‐Medrano","is_ca":true},{"name":"Sally P. Leys","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01170770811668268,"gpt":0.2296281838755694,"spread":0.2179204757588868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001016874,0.0004855433,0.0003622698,0.0005078072,0.000489908,0.0003573292,0.0002616612,0.000290214,0.0007504455],"category_scores_gemma":[0.000171441,0.0003418216,0.0002742339,0.0002539144,0.0005116923,0.0002611313,0.0004389384,0.0002866562,0.0002477213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003580128,"about_ca_system_score_gemma":0.0002960454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009542871,"about_ca_topic_score_gemma":0.01467081,"domain_scores_codex":[0.9999149,0.000008269042,0.000005163705,0.00003430991,0.00001130712,0.00002605706],"domain_scores_gemma":[0.9997988,0.00002548646,0.00005808312,0.00001427941,0.0000214569,0.00008197542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001194966,0.0003071068,0.3729515,0.00007802189,0.00006390928,0.0006107307,0.002152702,0.0001912425,0.6173607,0.0000428611,0.00006452875,0.004981733],"study_design_scores_gemma":[0.000009511966,0.0008175302,0.9927316,0.00000233607,0.00002489827,0.0002270461,0.0005675396,0.0002892731,0.005151906,0.000008916231,0.0001628894,0.000006438174],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998313,0.00001060048,0.00002668967,0.000001827061,5.550137e-7,0.000002137477,0.00003776821,0.000001369194,0.00008763677],"genre_scores_gemma":[0.998751,0.00003511054,0.0002944829,0.00001736863,0.000003850658,0.00001465233,0.0001974259,0.000003441294,0.0006825829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009542871,"threshold_uncertainty_score":0.01897466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800811167","doi":"10.1038/s41467-018-04041-x","title":"Oxygen minimum zone cryptic sulfur cycling sustained by offshore transport of key sulfur oxidizing bacteria","year":2018,"lang":"en","type":"article","venue":"Nature Communications","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":147,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; Max-Planck-Gesellschaft; Deutsche Forschungsgemeinschaft; National Aeronautics and Space Administration; Villum Fonden; National Science Foundation","keywords":"Sulfur; Oxidizing agent; Cycling; Oxygen; Bacteria; Submarine pipeline; Sulfur cycle; Oxygen minimum zone; Oxygen transport; Key (lock); Chemistry; Environmental science; Environmental chemistry; Oceanography; Biology; Geology; Ecology; Paleontology; Geography; Organic chemistry","authors":[{"name":"Cameron M. Callbeck","is_ca":false},{"name":"Gaute Lavik","is_ca":false},{"name":"Timothy G. Ferdelman","is_ca":false},{"name":"Bernhard M. Fuchs","is_ca":false},{"name":"Harald R. Gruber‐Vodicka","is_ca":false},{"name":"Philipp F. Hach","is_ca":false},{"name":"Sten Littmann","is_ca":false},{"name":"Niels J. Schoffelen","is_ca":false},{"name":"Tim Kalvelage","is_ca":false},{"name":"Sören Thomsen","is_ca":false},{"name":"Harald Schunck","is_ca":false},{"name":"Carolin R. Löscher","is_ca":false},{"name":"Ruth A. Schmitz","is_ca":false},{"name":"Marcel M. M. Kuypers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01932910568041394,"gpt":0.2781003103966975,"spread":0.2587712047162835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007081361,0.0001471948,0.0001368956,0.0002354396,0.0002083357,0.0002488804,0.0001407851,0.0001961527,0.0004455479],"category_scores_gemma":[0.0001558312,0.0001414026,0.0001041597,0.0001885228,0.0001862027,0.0001842097,0.0003349409,0.0001469326,0.00008965941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001896326,"about_ca_system_score_gemma":0.0001387029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002047782,"about_ca_topic_score_gemma":0.002692304,"domain_scores_codex":[0.9999566,0.000003968869,0.000003097057,0.00001626591,0.000008781503,0.00001122973],"domain_scores_gemma":[0.9999019,0.00001256029,0.00003733482,0.00001089584,0.00001803583,0.00001935062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004459557,0.00003182367,0.1736864,0.00006180361,0.00001686621,0.0002712348,0.0002566873,0.0003951817,0.8190493,0.0001931265,0.00006691352,0.005524735],"study_design_scores_gemma":[0.00002342619,0.0003456525,0.9287745,0.00001313875,0.00002310254,0.0003335655,0.001002364,0.003525654,0.06484028,0.0002563668,0.0008537189,0.00000818904],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997125,0.00002034257,0.00008404752,0.000007281074,6.337618e-7,0.00000100898,0.00003395474,0.000003089464,0.0001371594],"genre_scores_gemma":[0.9996445,0.00002054388,0.0001679657,0.000005880684,0.00000115624,0.00000149292,0.00007539179,0.000001008358,0.00008195698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002047782,"threshold_uncertainty_score":0.004071712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005046987","doi":"10.1007/s00300-004-0680-7","title":"Zooplankton communities of the Arctic?s Canada Basin: the contribution by smaller taxa","year":2004,"lang":"en","type":"article","venue":"Polar Biology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":147,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"National Oceanic and Atmospheric Administration","keywords":"Zooplankton; Biology; Copepod; Biomass (ecology); Arctic; Calanus; Ecology; Water column; Crustacean","authors":[{"name":"Russell R. Hopcroft","is_ca":false},{"name":"C. Clarke","is_ca":false},{"name":"R. John Nelson","is_ca":true},{"name":"Kevin A. Raskoff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01024184162006406,"gpt":0.2049160203603687,"spread":0.1946741787403046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002416822,0.0002584673,0.0003118478,0.001530553,0.002444959,0.001055709,0.0003525603,0.0002504462,0.00178752],"category_scores_gemma":[0.0007132103,0.0002146512,0.0002175469,0.001689767,0.0007055277,0.0004283342,0.0006665118,0.000227413,0.0001770538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005959312,"about_ca_system_score_gemma":0.007604398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9476981,"about_ca_topic_score_gemma":0.982336,"domain_scores_codex":[0.9998172,0.00001763202,0.00000834292,0.00004078132,0.00004160558,0.00007444627],"domain_scores_gemma":[0.9994789,0.0000362735,0.00006495673,0.00001930444,0.0002034876,0.0001971787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005305253,0.00002963687,0.9530447,0.0000953681,0.0001903211,0.0001610202,0.005252596,0.0005458998,0.01139917,0.0006381993,0.0008172968,0.02729524],"study_design_scores_gemma":[0.000002663261,0.000007906318,0.9961985,0.00001263122,0.00002018865,0.00003811881,0.002183654,0.0002530788,0.0001370317,0.00007855822,0.00106253,0.000005211842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983222,0.0004654432,0.00004405389,0.00006094413,0.000003248329,0.000002789488,0.0002830312,0.000001961989,0.0008164452],"genre_scores_gemma":[0.9983634,0.0004088855,0.0001160726,0.00004006692,0.000004004505,0.000002916005,0.0003246171,0.000003139056,0.0007368444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05230194,"threshold_uncertainty_score":0.1052198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116850928","doi":"10.1306/102000710549","title":"Surficial Sediments of the Great Australian Bight: Facies Dynamics and Oceanography on a Vast Cool-Water Carbonate Shelf","year":2001,"lang":"en","type":"article","venue":"Journal of Sedimentary Research","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":142,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Luonnontieteiden ja Tekniikan Tutkimuksen Toimikunta; Australian Research Council; Killam Trusts","keywords":"Geology; Oceanography; Facies; Carbonate; Geochemistry; Geomorphology","authors":[{"name":"N. P. James","is_ca":true},{"name":"Yvonne Bone","is_ca":false},{"name":"Lindsay B. Collins","is_ca":false},{"name":"T. K. Kyser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04425445933168298,"gpt":0.294327271986664,"spread":0.250072812654981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001660304,0.0002420241,0.0001746597,0.001230562,0.0009361026,0.0006783252,0.0003450653,0.0002999078,0.001572422],"category_scores_gemma":[0.0003806647,0.0002427371,0.000200759,0.001585484,0.0004513657,0.0002685171,0.0009939721,0.0001774341,0.0002689043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278911,"about_ca_system_score_gemma":0.0005614196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3146218,"about_ca_topic_score_gemma":0.5008897,"domain_scores_codex":[0.9998844,0.00001599069,0.000007829741,0.00002696089,0.00003480149,0.0000299858],"domain_scores_gemma":[0.9997688,0.00001533376,0.00005369073,0.00001352311,0.00007731037,0.00007140882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001068422,0.00003983264,0.9728274,0.00008201023,0.00006989152,0.0004531759,0.005038214,0.0002905071,0.007067955,0.0001849619,0.0005846175,0.01325465],"study_design_scores_gemma":[4.671276e-7,0.000006031193,0.9993656,0.000002837045,0.000002603029,0.00001737124,0.0002599102,0.00006109919,0.00002484962,0.000006127813,0.0002518488,0.000001238318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984939,0.00009352263,0.00002445785,0.00002825288,0.000001229226,0.000005259201,0.0002251282,0.000003153085,0.00112505],"genre_scores_gemma":[0.9989009,0.00007686613,0.00007681718,0.00001917637,0.00000213063,0.000005058348,0.0001865571,0.000001679313,0.0007307623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3146218,"threshold_uncertainty_score":0.6255809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114706971","doi":"10.1139/f02-148","title":"A size-based model of the impacts of bottom trawling on benthic community structure","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":139,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Trawling; Benthos; Benthic zone; Bottom trawling; Fauna; Environmental science; Fishery; Sediment; Ecology; Oceanography; Invertebrate; Geology; Fishing; Biology","authors":[{"name":"Daniel E. Duplisea","is_ca":false},{"name":"Simon Jennings","is_ca":false},{"name":"Karema J. Warr","is_ca":false},{"name":"Tracy A Dinmore","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04519749130903034,"gpt":0.2275424418756445,"spread":0.1823449505666142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007565244,0.0008988185,0.0007148662,0.0006591782,0.0007340291,0.001430407,0.002432518,0.002295579,0.006129182],"category_scores_gemma":[0.002060176,0.0005911962,0.001221578,0.0007620906,0.001140448,0.001486784,0.0009688631,0.001161984,0.0007093374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002261091,"about_ca_system_score_gemma":0.0013065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04864403,"about_ca_topic_score_gemma":0.03123148,"domain_scores_codex":[0.999741,0.0000692586,0.00001137519,0.00007316199,0.00002900192,0.0000762336],"domain_scores_gemma":[0.9991702,0.0003265045,0.0001655484,0.00004670897,0.000122017,0.0001690467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00006039039,0.00004593466,0.004541297,0.00001538719,0.00002943153,0.00007716069,0.00005044882,0.9890051,0.0009191379,0.003765033,0.0002598727,0.001230677],"study_design_scores_gemma":[0.00003363546,0.00004592909,0.002583736,0.000003782485,0.0000246129,0.00002641947,0.00002397003,0.9951093,0.00008253993,0.001823542,0.0002327483,0.000009841456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222819,0.0002542621,0.06378147,0.0008867124,0.00008748875,0.00008966681,0.001675051,0.0002633889,0.01068015],"genre_scores_gemma":[0.9818974,0.0002084384,0.005925666,0.000123351,0.00003372781,0.0001530434,0.0004711704,0.00004364853,0.01114348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04864403,"threshold_uncertainty_score":0.09672177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2962594757","doi":"10.1038/s41598-019-46838-w","title":"Widespread diminishing anthropogenic effects on calcium in freshwaters","year":2019,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":135,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"International Institute for Sustainable Development; Ontario Science Centre; Ministry of the Environment, Conservation and Parks","funders":"Universität Hamburg; Global Lake Ecological Observatory Network; Knut och Alice Wallenbergs Stiftelse; Deutsche Forschungsgemeinschaft; European Commission; Vetenskapsrådet","keywords":"Alkalinity; Environmental chemistry; Calcium carbonate; Acid deposition; Carbonate; Deposition (geology); Calcium; Chemistry; Environmental remediation; Environmental science; Ecology; Biology; Soil science; Contamination; Soil water","authors":[{"name":"Gesa A. Weyhenmeyer","is_ca":false},{"name":"Jens Hartmann","is_ca":false},{"name":"Dag O. Hessen","is_ca":false},{"name":"Jiřı́ Kopáček","is_ca":false},{"name":"Josef Hejzlar","is_ca":false},{"name":"Stéphan Jacquet","is_ca":false},{"name":"Stephen K. Hamilton","is_ca":false},{"name":"Piet Verburg","is_ca":false},{"name":"Taylor H. Leach","is_ca":false},{"name":"Martin Schmid","is_ca":false},{"name":"Giovanna Flaim","is_ca":false},{"name":"Tiina Nõges","is_ca":false},{"name":"Peeter Nõges","is_ca":false},{"name":"Valerie Carolin Wentzky","is_ca":false},{"name":"Michela Rogora","is_ca":false},{"name":"James A. Rusak","is_ca":true},{"name":"Sarian Kosten","is_ca":false},{"name":"Andrew M. Paterson","is_ca":true},{"name":"Katrin Teubner","is_ca":false},{"name":"Scott N. Higgins","is_ca":true},{"name":"Gregory B. Lawrence","is_ca":false},{"name":"Külli Kangur","is_ca":false},{"name":"Ilga Kokorīte","is_ca":false},{"name":"Leonardo Cerasino","is_ca":false},{"name":"Clara Funk","is_ca":false},{"name":"Rebecca G. Harvey","is_ca":false},{"name":"Florentina Moatar","is_ca":false},{"name":"Heleen A. de Wit","is_ca":false},{"name":"Thomas Zechmeister","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0158523458253699,"gpt":0.2561923242492895,"spread":0.2403399784239196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003565627,0.0001752536,0.0003035933,0.001035562,0.0002867999,0.0006537483,0.0002611751,0.000221272,0.00110538],"category_scores_gemma":[0.001040338,0.0001132733,0.0001686537,0.001749416,0.00111572,0.0003976454,0.0008074078,0.0001489999,0.00009691493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004338213,"about_ca_system_score_gemma":0.000488237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008562462,"about_ca_topic_score_gemma":0.01349059,"domain_scores_codex":[0.9996972,0.00003484851,0.00002589961,0.0001242738,0.00006816489,0.00004966494],"domain_scores_gemma":[0.9990759,0.0001012955,0.0004688273,0.00008444684,0.0002039168,0.00006569293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002007301,0.00001250564,0.9168685,0.0001838069,0.0001323279,0.0002294746,0.000581806,0.0006163434,0.0632706,0.0004322679,0.0002151508,0.01725655],"study_design_scores_gemma":[0.000002044363,0.00002809599,0.9974983,0.000006581096,0.00001044725,0.00007285272,0.000202634,0.0001029137,0.001083365,0.0001253505,0.0008625357,0.000004776352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973937,0.0004590805,0.0002194497,0.00006813416,0.000003769325,0.000002296042,0.0003644497,0.00001499685,0.001473959],"genre_scores_gemma":[0.9995141,0.0001510085,0.00009347456,0.00001719707,0.000004541698,0.000001208975,0.0001161669,0.000002537458,0.00009985478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008562462,"threshold_uncertainty_score":0.01702529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3034186560","doi":"10.1111/gcb.15223","title":"Climate change considerations are fundamental to management of deep‐sea resource extraction","year":2020,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":130,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; University of British Columbia; Fisheries and Oceans Canada","funders":"Horizon 2020; Ministry of Science and Technology, Taiwan; Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa; Natural Sciences and Engineering Research Council of Canada; J.M. Kaplan Fund; Okinawa Institute of Science and Technology Graduate University; National Oceanic and Atmospheric Administration; Sight Research UK; National Science Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Pew Charitable Trusts; Natural Environment Research Council","keywords":"Climate change; Environmental science; Ocean acidification; Biological pump; Ecological forecasting; Environmental resource management; Downscaling; Effects of global warming; Global warming; Ecosystem; Oceanography; Ecology; Geology; Carbon cycle","authors":[{"name":"Lisa A. Levin","is_ca":false},{"name":"Chih‐Lin Wei","is_ca":false},{"name":"Daniel C. Dunn","is_ca":false},{"name":"Diva J. Amon","is_ca":false},{"name":"Oliver S. Ashford","is_ca":false},{"name":"William W. L. Cheung","is_ca":true},{"name":"Ana Colaço","is_ca":false},{"name":"Carlos Dominguez‐Carrió","is_ca":false},{"name":"Elva Escobar‐Briones","is_ca":false},{"name":"Harriet Harden‐Davies","is_ca":false},{"name":"Jeffrey C. Drazen","is_ca":false},{"name":"Khaira Ismail","is_ca":false},{"name":"Daniel O. B. Jones","is_ca":false},{"name":"David E. Johnson","is_ca":false},{"name":"Jennifer Le","is_ca":false},{"name":"Franck Lejzerowicz","is_ca":false},{"name":"Satoshi Mitarai","is_ca":false},{"name":"Telmo Morato","is_ca":false},{"name":"Sandor Mulsow","is_ca":false},{"name":"Paul V. R. Snelgrove","is_ca":true},{"name":"Andrew K. Sweetman","is_ca":false},{"name":"Moriaki Yasuhara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1227453832421784,"gpt":0.3241931273732219,"spread":0.2014477441310435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002285247,0.0005575497,0.0005108475,0.0006180854,0.001864626,0.0044179,0.001264231,0.00264182,0.004938925],"category_scores_gemma":[0.004052671,0.0002599913,0.0004298077,0.001005917,0.001774449,0.003942039,0.002968728,0.00339027,0.0009087853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159328,"about_ca_system_score_gemma":0.004671508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008177136,"about_ca_topic_score_gemma":0.01295714,"domain_scores_codex":[0.9991763,0.0002340966,0.00005733355,0.0001009713,0.0002742092,0.000157075],"domain_scores_gemma":[0.9976052,0.0005403169,0.0005684098,0.0001617134,0.0007399878,0.000384334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009753458,0.000196184,0.01797214,0.001129642,0.0002590747,0.0009111472,0.002291923,0.05474365,0.007794313,0.4222879,0.1047358,0.3875807],"study_design_scores_gemma":[0.00001257534,0.0001140055,0.01109509,0.0006784808,0.00007354329,0.0002176467,0.00362888,0.006768061,0.00169273,0.3421878,0.6333955,0.0001356932],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04850023,0.05431926,0.1680063,0.4747539,0.008459925,0.0003153169,0.001571947,0.0005705194,0.2435025],"genre_scores_gemma":[0.8052059,0.05804098,0.05792126,0.04734913,0.004493071,0.0003362176,0.0005634394,0.0002796624,0.02581034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008177136,"threshold_uncertainty_score":0.01652235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013927458","doi":"10.1371/journal.pone.0023259","title":"Deep-Water Chemosynthetic Ecosystem Research during the Census of Marine Life Decade and Beyond: A Proposed Deep-Ocean Road Map","year":2011,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":129,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Dalhousie University; Japan Agency for Marine-Earth Science and Technology; Temple University; National Institute of Water and Atmospheric Research; Florida State University; Alfred P. Sloan Foundation","keywords":"Chemosynthesis; Hydrothermal vent; Cold seep; Oceanography; Arctic; Ridge; Geology; Biological dispersal; Biogeography; Deep sea; Ecology; Paleontology; Biology; Hydrothermal circulation; Population","authors":[{"name":"Christopher R. German","is_ca":false},{"name":"Eva Ramírez-Llodra","is_ca":false},{"name":"Maria Baker","is_ca":false},{"name":"Paul A. Tyler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.101300061532419,"gpt":0.2833439057793552,"spread":0.1820438442469362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001693724,0.001001169,0.0005538804,0.009821839,0.0008070566,0.002709727,0.001544411,0.0007568492,0.008775081],"category_scores_gemma":[0.003844819,0.0003534984,0.0007236911,0.01101137,0.0003873046,0.002819364,0.002061173,0.001138695,0.002546361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002285,"about_ca_system_score_gemma":0.004894141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09509519,"about_ca_topic_score_gemma":0.05464249,"domain_scores_codex":[0.9991927,0.0001371866,0.0001765637,0.000143383,0.0001943037,0.0001559304],"domain_scores_gemma":[0.9939048,0.000417135,0.000700485,0.0002222152,0.003874399,0.0008810585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003255081,0.0002998867,0.3133395,0.002341077,0.0001560926,0.0005174491,0.001691891,0.006138415,0.002282904,0.02499214,0.2080431,0.4398721],"study_design_scores_gemma":[0.000111408,0.0004180405,0.5894552,0.001087482,0.00009090173,0.0005039988,0.004820439,0.01311712,0.0009503756,0.006868779,0.382459,0.0001172597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.1681612,0.01935282,0.1331255,0.02854494,0.005180175,0.007588752,0.4730665,0.006857049,0.1581229],"genre_scores_gemma":[0.3673931,0.01269732,0.2955248,0.001399026,0.0006311375,0.005882957,0.2922093,0.0003525673,0.02390978],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.09509519,"threshold_uncertainty_score":0.1890833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114136266","doi":"10.1111/j.1365-294x.2009.04169.x","title":"Spatial and temporal population genetic structure of four northeastern Pacific littorinid gastropods: the effect of mode of larval development on variation at one mitochondrial and two nuclear DNA markers","year":2009,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":121,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Genetic structure; Biological dispersal; Population; Genetic variation; Littorina; Genetic diversity; Ecology; Zoology; Gastropoda; Gene; Genetics","authors":[{"name":"Hyuk Je Lee","is_ca":true},{"name":"Elizabeth G. Boulding","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004769112898154656,"gpt":0.2066400381162705,"spread":0.2018709252181158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002696452,0.0001650848,0.0001450455,0.0006271549,0.0003107438,0.0003393144,0.0002397296,0.0001822173,0.0004534149],"category_scores_gemma":[0.0007729292,0.0001700643,0.0001744871,0.0004638066,0.0004449189,0.000188202,0.0003238354,0.0001958162,0.0000599597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007162789,"about_ca_system_score_gemma":0.0003354958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04789315,"about_ca_topic_score_gemma":0.1600831,"domain_scores_codex":[0.9998325,0.00003451784,0.00001177563,0.00006606862,0.0000310499,0.00002394678],"domain_scores_gemma":[0.9992923,0.0001466623,0.0002627336,0.00003354354,0.0001320057,0.0001326989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000126073,0.00001411136,0.9843509,0.00001350774,0.00005159294,0.00006233728,0.0005804683,0.0001290181,0.0122706,0.00001332161,0.00002060095,0.002367305],"study_design_scores_gemma":[0.000001137188,0.00001639114,0.9995906,0.000001073373,0.000005582412,0.0000233128,0.0001289276,0.0001159592,0.00009139523,0.000002127036,0.00002243572,0.000001225254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998827,0.00001614575,0.00002243765,0.000002113087,1.675281e-7,8.677557e-7,0.00002510248,4.602383e-7,0.00005010742],"genre_scores_gemma":[0.9996862,0.00002095575,0.00008840525,0.00000367775,4.381284e-7,0.000003045777,0.0001202724,7.766911e-7,0.00007621016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04789315,"threshold_uncertainty_score":0.09522873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793125729","doi":"10.1038/s41598-018-22296-8","title":"Species replacement dominates megabenthos beta diversity in a remote seamount setting","year":2018,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":115,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Seamount; Species richness; Beta diversity; Biodiversity; Ecology; Gamma diversity; Abundance (ecology); Species diversity; Alpha diversity; Diversity index; Oceanography; Environmental science; Biology; Geology","authors":[{"name":"Lissette Victorero","is_ca":false},{"name":"Katleen Robert","is_ca":true},{"name":"Laura F. Robinson","is_ca":false},{"name":"Michelle L. Taylor","is_ca":false},{"name":"Veerle A.I. Huvenne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02570312590348785,"gpt":0.2537849373260685,"spread":0.2280818114225807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001596825,0.0002091378,0.0001688016,0.0007952925,0.0003423863,0.0003370805,0.0001658564,0.0001341029,0.0007655082],"category_scores_gemma":[0.0003628361,0.0001216011,0.0001348077,0.0005634003,0.000309929,0.0002769822,0.0003984236,0.00009731156,0.00008352185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001642692,"about_ca_system_score_gemma":0.0001382902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007989922,"about_ca_topic_score_gemma":0.02922138,"domain_scores_codex":[0.9999075,0.00001693599,0.000006345631,0.00003419011,0.00001520933,0.00001980783],"domain_scores_gemma":[0.9998318,0.00002129751,0.00006984318,0.00001450086,0.00002488203,0.00003757967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008940123,0.00001282018,0.9826825,0.00002498918,0.00005708461,0.0001737392,0.001236067,0.0001643243,0.008055931,0.00003549287,0.00003368333,0.007433977],"study_design_scores_gemma":[4.171694e-7,0.00001248926,0.9992433,0.000002674842,0.000006670848,0.00004564274,0.0003947198,0.0001313902,0.00009749475,0.00001481034,0.0000490582,0.000001310673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998181,0.00002856751,0.00002581633,0.000002036,2.692642e-7,4.968398e-7,0.00001764484,0.000001177598,0.000105781],"genre_scores_gemma":[0.9997595,0.00002397151,0.00007391925,0.000002155168,9.544418e-7,0.000001355974,0.00005058331,7.333553e-7,0.00008678583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007989922,"threshold_uncertainty_score":0.01588684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3042111053","doi":"10.1016/j.earscirev.2020.103280","title":"The latest Ordovician Hirnantian brachiopod faunas: New global insights","year":2020,"lang":"en","type":"article","venue":"Earth-Science Reviews","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":115,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brandon University","funders":"SINOPEC Petroleum Exploration and Production Research Institute; U.S. Geological Survey; Central South University; State Key Laboratory of Palaeobiology and Stratigraphy; Chinese Academy of Sciences; National Natural Science Foundation of China; University of Oxford; Leverhulme Trust","keywords":"Siliciclastic; Ordovician; Paleontology; Fauna; Geology; Glacial period; Global cooling; Diachronous; Facies; Climate change; Ecology; Oceanography; Structural basin","authors":[{"name":"Rong Jiayu","is_ca":false},{"name":"David A. T. Harper","is_ca":false},{"name":"Bing Huang","is_ca":false},{"name":"Rongyu Li","is_ca":true},{"name":"Xiaole Zhang","is_ca":false},{"name":"Di Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04062782578718513,"gpt":0.2789197820913068,"spread":0.2382919563041217,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002278787,0.001006347,0.001211904,0.001998337,0.0003382889,0.003289995,0.0007926093,0.0008526118,0.003799069],"category_scores_gemma":[0.002584372,0.000375271,0.000376894,0.003508693,0.002254182,0.005219314,0.001594814,0.00184294,0.0005844354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273262,"about_ca_system_score_gemma":0.002101473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008519745,"about_ca_topic_score_gemma":0.01889499,"domain_scores_codex":[0.9995315,0.00004168952,0.00004954418,0.0001343452,0.000155473,0.00008735886],"domain_scores_gemma":[0.9983045,0.0007567767,0.0003014974,0.0001037184,0.000373522,0.0001600053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003558141,0.00002770525,0.008116988,0.008870411,0.000276216,0.0001603373,0.001819647,0.000673947,0.007244328,0.007777379,0.01611215,0.9485651],"study_design_scores_gemma":[0.00003479755,0.0002161321,0.138557,0.006027359,0.0006526592,0.0005674648,0.003548604,0.0002532941,0.001053619,0.01306166,0.8359657,0.00006178643],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007507214,0.9854863,0.0002305655,0.00379199,0.0006414133,0.000002529213,0.0001352682,0.00001601672,0.002188734],"genre_scores_gemma":[0.02862416,0.9673074,0.0003272299,0.001026845,0.001487681,0.000004009602,0.0001933332,0.00001315787,0.001016109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008519745,"threshold_uncertainty_score":0.0169403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}