{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1851,"total_is_capped":false,"direct_labels_cover":5,"predictions_cover":1851,"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":"aa7170d5181e","filters":{"topic":"Diatoms and Algae Research"}},"results":[{"id":"W2145573696","doi":"10.1126/science.1101156","title":"The Genome of the Diatom <i>Thalassiosira Pseudonana</i> : Ecology, Evolution, and Metabolism","year":2004,"lang":"en","type":"article","venue":"Science","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":2006,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lockheed Martin (Canada); University of British Columbia","funders":"","keywords":"Thalassiosira pseudonana; Plastid; Diatom; Biology; Algae; Endosymbiosis; Genome; Botany; Phytoplankton; Phototroph; Carbon fixation; Photosynthesis; Biochemistry; Gene; Ecology; Chloroplast; Nutrient","authors":[{"name":"E. Virginia Armbrust","is_ca":true},{"name":"John A. Berges","is_ca":true},{"name":"Chris Bowler","is_ca":true},{"name":"Beverley R. Green","is_ca":true},{"name":"Diego Martínez","is_ca":true},{"name":"Nicholas H. Putnam","is_ca":true},{"name":"Shiguo Zhou","is_ca":true},{"name":"Andrew E. Allen","is_ca":true},{"name":"Kirk E. Apt","is_ca":true},{"name":"Michael Bechner","is_ca":true},{"name":"Mark A. Brzezinski","is_ca":true},{"name":"Balbir K. Chaal","is_ca":true},{"name":"Anthony Chiovitti","is_ca":true},{"name":"Aubrey K. Davis","is_ca":true},{"name":"Mark S. Demarest","is_ca":true},{"name":"J. Chris Detter","is_ca":true},{"name":"Tijana Glavina","is_ca":true},{"name":"David Goodstein","is_ca":true},{"name":"Masood Z. Hadi","is_ca":true},{"name":"Uffe Hellsten","is_ca":true},{"name":"Mark Hildebrand","is_ca":true},{"name":"Bethany D. Jenkins","is_ca":true},{"name":"Jerzy Jurka","is_ca":true},{"name":"Vladimir V. Kapitonov","is_ca":true},{"name":"Nils Kröger","is_ca":true},{"name":"Winnie W. Y. Lau","is_ca":true},{"name":"Todd W. Lane","is_ca":true},{"name":"Frank W. Larimer","is_ca":true},{"name":"J. Casey Lippmeier","is_ca":true},{"name":"Susan Lucas","is_ca":true},{"name":"Mónica Medina","is_ca":true},{"name":"Anton Montsant","is_ca":true},{"name":"Miroslav Obornı́k","is_ca":true},{"name":"Micaela S. Parker","is_ca":true},{"name":"Brian Palenik","is_ca":true},{"name":"Gregory J. Pazour","is_ca":true},{"name":"Paul M. Richardson","is_ca":true},{"name":"Tatiana A. Rynearson","is_ca":true},{"name":"Mak A. Saito","is_ca":true},{"name":"David C. Schwartz","is_ca":true},{"name":"Kimberlee Thamatrakoln","is_ca":true},{"name":"Klaus-Ulrich Valentin","is_ca":true},{"name":"Assaf Vardi","is_ca":true},{"name":"Frances P. Wilkerson","is_ca":true},{"name":"Daniel S. Rokhsar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007767896923744473,"gpt":0.24473058083756,"spread":0.2369626839138156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007942564,0.0003940298,0.0002012988,0.0003458637,0.0003505639,0.0005478465,0.0002958355,0.0003785641,0.0008650046],"category_scores_gemma":[0.0003351839,0.0001667909,0.0002528507,0.0008507335,0.0001834876,0.0003990721,0.0002343963,0.0004644157,0.0005321646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000393642,"about_ca_system_score_gemma":0.0006646253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003264466,"about_ca_topic_score_gemma":0.005108104,"domain_scores_codex":[0.9999436,0.000003636324,0.000003903625,0.00002935463,0.00001387799,0.00000561666],"domain_scores_gemma":[0.9998375,0.0000299019,0.00004571019,0.00001904293,0.00002824542,0.00003950677],"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":[0.0006169048,0.00003656846,0.01730402,0.0007380579,0.00006801166,0.0004037922,0.000402803,0.0007373815,0.9369853,0.000655921,0.001730219,0.04032109],"study_design_scores_gemma":[0.00006714947,0.0004261189,0.620956,0.0002396373,0.0005861533,0.004428374,0.0006368121,0.00299783,0.2092959,0.002471667,0.1578021,0.00009223513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235542,0.006575712,0.0101945,0.0006413276,0.0000866909,0.00006613247,0.05447798,0.0003043278,0.004099138],"genre_scores_gemma":[0.7313895,0.008011976,0.03413903,0.0004230132,0.0000642224,0.0001014857,0.2183495,0.0001207112,0.007400573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003264466,"threshold_uncertainty_score":0.006490886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037045595","doi":"10.1038/nature07410","title":"The Phaeodactylum genome reveals the evolutionary history of diatom genomes","year":2008,"lang":"en","type":"article","venue":"Nature","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":1686,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Lawrence Livermore National Laboratory; Los Alamos National Laboratory; Biological and Environmental Research; Office of Science; Agence Nationale de la Recherche; Lawrence Berkeley National Laboratory; Centre National de la Recherche Scientifique; Sight Research UK; Natural Environment Research Council; U.S. Department of Energy","keywords":"Thalassiosira pseudonana; Phaeodactylum tricornutum; Diatom; Biology; Genome; Evolutionary biology; Gene; Genome size; Genetics; Ecology; Phytoplankton","authors":[{"name":"Chris Bowler","is_ca":false},{"name":"Andrew E. Allen","is_ca":false},{"name":"Jonathan H. Badger","is_ca":false},{"name":"Jane Grimwood","is_ca":false},{"name":"Kamel Jabbari","is_ca":false},{"name":"Alan Kuo","is_ca":false},{"name":"Uma Maheswari","is_ca":false},{"name":"Cindy Martens","is_ca":false},{"name":"Florian Maumus","is_ca":false},{"name":"Robert Otillar","is_ca":false},{"name":"Edda Rayko","is_ca":false},{"name":"Asaf Salamov","is_ca":false},{"name":"Klaas Vandepoele","is_ca":false},{"name":"Bánk Beszteri","is_ca":false},{"name":"Ansgar Gruber","is_ca":false},{"name":"Marc Heijde","is_ca":false},{"name":"Michaël Katinka","is_ca":false},{"name":"Thomas Möck","is_ca":false},{"name":"Klaus-Ulrich Valentin","is_ca":false},{"name":"Frédéric Verret","is_ca":false},{"name":"John A. Berges","is_ca":false},{"name":"Colin Brownlee","is_ca":false},{"name":"Jean‐Paul Cadoret","is_ca":false},{"name":"Anthony Chiovitti","is_ca":false},{"name":"Chang Jae Choi","is_ca":false},{"name":"Sacha Coesel","is_ca":false},{"name":"Alessandra De Martino","is_ca":false},{"name":"John C. Detter","is_ca":false},{"name":"Colleen A. Durkin","is_ca":false},{"name":"Angela Falciatore","is_ca":false},{"name":"Jérôme Fournet","is_ca":false},{"name":"Miyoshi Haruta","is_ca":false},{"name":"Marie J. J. Huysman","is_ca":false},{"name":"Bethany D. Jenkins","is_ca":false},{"name":"Kateřina Jiroutová","is_ca":false},{"name":"Richard E. Jorgensen","is_ca":false},{"name":"Yolaine Joubert","is_ca":false},{"name":"Aaron Kaplan","is_ca":false},{"name":"Nils Kröger","is_ca":false},{"name":"Peter G. Kroth","is_ca":false},{"name":"Julie La Roche","is_ca":false},{"name":"Erica Lindquist","is_ca":false},{"name":"Markus Lommer","is_ca":false},{"name":"Véronique Martin‐Jézéquel","is_ca":false},{"name":"Pascal Jean Lopez","is_ca":false},{"name":"Susan Lucas","is_ca":false},{"name":"Manuela Mangogna","is_ca":false},{"name":"Karen McGinnis","is_ca":false},{"name":"Linda Medlin","is_ca":false},{"name":"Anton Montsant","is_ca":false},{"name":"Marie-Pierre Oudot–Le Secq","is_ca":true},{"name":"Carolyn A. Napoli","is_ca":false},{"name":"Miroslav Obornı́k","is_ca":false},{"name":"Micaela S. Parker","is_ca":false},{"name":"Jean‐Louis Petit","is_ca":false},{"name":"Betina M. Porcel","is_ca":false},{"name":"Nicole Poulsen","is_ca":false},{"name":"Matthew Robison","is_ca":false},{"name":"Leszek Rychlewski","is_ca":false},{"name":"Tatiana A. Rynearson","is_ca":false},{"name":"Jeremy Schmutz","is_ca":false},{"name":"Harris Shapiro","is_ca":false},{"name":"Magali Siaut","is_ca":false},{"name":"Michele S. Stanley","is_ca":false},{"name":"Michael R. Sussman","is_ca":false},{"name":"Alison R. Taylor","is_ca":false},{"name":"Assaf Vardi","is_ca":false},{"name":"Peter von Dassow","is_ca":false},{"name":"Wim Vyverman","is_ca":false},{"name":"Anusuya Willis","is_ca":false},{"name":"Lucjan Wyrwicz","is_ca":false},{"name":"Daniel S. Rokhsar","is_ca":false},{"name":"Jean Weissenbach","is_ca":false},{"name":"E. Virginia Armbrust","is_ca":false},{"name":"Beverley R. Green","is_ca":true},{"name":"Yves Van de Peer","is_ca":false},{"name":"Igor V. Grigoriev","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01549419618779559,"gpt":0.2569011578404795,"spread":0.2414069616526839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001322503,0.0002258927,0.000331075,0.0006704106,0.0006244754,0.0008428556,0.0001898502,0.000528219,0.001588357],"category_scores_gemma":[0.0004650023,0.0002940275,0.0002240764,0.00111575,0.0001964235,0.0005659855,0.0004820141,0.000955183,0.0005049009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003808852,"about_ca_system_score_gemma":0.0004106119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002020225,"about_ca_topic_score_gemma":0.007579748,"domain_scores_codex":[0.9999185,0.000005467228,0.000003623666,0.00004384041,0.00001560369,0.00001302682],"domain_scores_gemma":[0.9997773,0.00007526473,0.00003889853,0.0000253128,0.0000266694,0.00005659584],"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":[0.000545008,0.00004976503,0.03282408,0.0002984672,0.00007562094,0.0004376281,0.0008330764,0.0008435434,0.9090955,0.001607852,0.00193435,0.05145511],"study_design_scores_gemma":[0.00007280881,0.0001530373,0.7814801,0.0001745743,0.000326312,0.002073777,0.001157648,0.007944393,0.1090098,0.006441786,0.0910641,0.0001017483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788835,0.003290851,0.006227314,0.0007516723,0.00004849393,0.000008013606,0.007794647,0.0002468446,0.002748554],"genre_scores_gemma":[0.9671328,0.002841614,0.01323016,0.0003809711,0.00004531174,0.00001293817,0.01311972,0.0001788128,0.003057624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002020225,"threshold_uncertainty_score":0.005313516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983545250","doi":"10.1016/j.tibtech.2008.11.003","title":"The Glass Menagerie: diatoms for novel applications in nanotechnology","year":2009,"lang":"en","type":"review","venue":"Trends in biotechnology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":422,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Diatom; Frustule; Nanotechnology; Biomineralization; Microfluidics; Biology; Astrobiology; Materials science; Ecology","authors":[{"name":"Richard Gordon","is_ca":true},{"name":"Dušan Lošić","is_ca":false},{"name":"Mary Ann Tiffany","is_ca":false},{"name":"F. A. S. Sterrenburg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0492101970336271,"gpt":0.3763191537070052,"spread":0.3271089566733781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003348703,0.0008867824,0.0008804263,0.001204369,0.0002995801,0.0007619257,0.000685426,0.001036161,0.003138186],"category_scores_gemma":[0.0002821188,0.0002728254,0.0002225943,0.001715491,0.0005840017,0.001599259,0.0008764601,0.001107603,0.00198814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005615957,"about_ca_system_score_gemma":0.0009514848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109202,"about_ca_topic_score_gemma":0.002872002,"domain_scores_codex":[0.9998815,0.000008779078,0.00001273893,0.00002359566,0.00006080368,0.00001252609],"domain_scores_gemma":[0.9998988,0.00003166519,0.00001910004,0.000005308768,0.00002984108,0.00001532825],"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":[0.00005119697,0.00003050131,0.0001229713,0.00569223,0.00002983401,0.000200503,0.00004471556,0.0002295765,0.01025081,0.006106117,0.02708905,0.9501525],"study_design_scores_gemma":[0.000006331682,0.00002613866,0.000202515,0.0003596492,0.00001860825,0.0003347705,0.00002445041,0.00003933064,0.001903801,0.001140015,0.9959375,0.000006995819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003374421,0.9946678,0.0005929595,0.0003931001,0.0007005305,0.000006380906,0.00002255726,0.00001248525,0.00326672],"genre_scores_gemma":[0.002006789,0.9908785,0.0007640793,0.0004113419,0.0003857024,0.000009590801,0.00004287659,0.000003948102,0.005497192],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003138186,"threshold_uncertainty_score":0.01049829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2241103556","doi":"10.1017/cbo9780511763175","title":"The Diatoms","year":2010,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":406,"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":"Glossary; Diatom; Section (typography); Paleolimnology; Eutrophication; Ecology; Oceanography; Environmental science; Data science; Computer science; Geology; Biology","authors":[{"name":"John P. Smol","is_ca":true},{"name":"Matthew L. Julius","is_ca":false},{"name":"H. J. B. Birks","is_ca":false},{"name":"R. Jan Stevenson","is_ca":false},{"name":"Euan D. Reavie","is_ca":false},{"name":"Richard W. Battarbee","is_ca":false},{"name":"Roland I. Hall","is_ca":false},{"name":"Helen Bennion","is_ca":false},{"name":"Julie A. Wolin","is_ca":false},{"name":"S. C. Fritz","is_ca":false},{"name":"Anson W. Mackay","is_ca":false},{"name":"André F. Lotter","is_ca":false},{"name":"Marianne S. V. Douglas","is_ca":false},{"name":"Sarah A. Spaulding","is_ca":false},{"name":"Pauline Snoeijs","is_ca":false},{"name":"Rosa Trobajo","is_ca":false},{"name":"Sherri R. Cooper","is_ca":false},{"name":"Christopher S. Lobban","is_ca":false},{"name":"Benjamin P. Horton","is_ca":false},{"name":"Oscar E Romero","is_ca":false},{"name":"Amy Leventer","is_ca":false},{"name":"Richard W. Jordan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01545148477368095,"gpt":0.2193999662806003,"spread":0.2039484815069193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002577853,0.001053843,0.0005716656,0.001294098,0.001328645,0.003660144,0.0008015545,0.0009990562,0.05907239],"category_scores_gemma":[0.0005592443,0.0003953104,0.0004183536,0.001778151,0.0008293734,0.002443064,0.001418191,0.003180787,0.03870313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737034,"about_ca_system_score_gemma":0.001306123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002458663,"about_ca_topic_score_gemma":0.006607134,"domain_scores_codex":[0.999663,0.00002777197,0.00002160125,0.00008620344,0.000177688,0.00002383444],"domain_scores_gemma":[0.9998515,0.00003676718,0.00001119849,0.00001901452,0.00006022728,0.00002132876],"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":[0.00003561673,0.00002940793,0.0001997583,0.0005559929,0.000005861281,0.0001499947,0.0008279369,0.0001638138,0.003548204,0.08110303,0.6506428,0.2627377],"study_design_scores_gemma":[7.105452e-7,0.000002455523,0.00008426169,0.00005060358,7.445952e-7,0.00005573608,0.00002870701,0.00000989308,0.00009105892,0.001356196,0.9983182,0.000001531038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001818055,0.1019058,0.00600562,0.009952998,0.01586157,0.0000993956,0.002314963,0.0004819955,0.8615595],"genre_scores_gemma":[0.004736959,0.0315499,0.004822753,0.003311167,0.000889795,0.00006791249,0.001225683,0.0002426283,0.9531531],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05907239,"threshold_uncertainty_score":0.1976168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035631083","doi":"10.1038/nature07539","title":"Ferritin is used for iron storage in bloom-forming marine pennate diatoms","year":2008,"lang":"en","type":"article","venue":"Nature","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":321,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Gordon and Betty Moore Foundation","keywords":"Diatom; Ferritin; Biology; Nitzschia; Botany; Photosynthesis; Plastid; Phytoplankton; Algae; Bloom; Algal bloom; Chloroplast; Ecology; Biochemistry; Nutrient; Gene","authors":[{"name":"Adrian Marchetti","is_ca":false},{"name":"Micaela S. Parker","is_ca":false},{"name":"Lauren Paul Moccia","is_ca":true},{"name":"Ellen O. Lin","is_ca":false},{"name":"A.L. Arrieta","is_ca":true},{"name":"François Ribalet","is_ca":false},{"name":"M.E.P. Murphy","is_ca":true},{"name":"María T. Maldonado","is_ca":true},{"name":"E. Virginia Armbrust","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01741323658999433,"gpt":0.2952663023152144,"spread":0.2778530657252201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002637435,0.0002374632,0.0002206234,0.0001822444,0.0005263667,0.0005680862,0.0002420373,0.0005113814,0.0008482593],"category_scores_gemma":[0.0002628814,0.0001941582,0.0003104793,0.0001890945,0.0003536081,0.0004775899,0.0003840899,0.0003112027,0.0003740872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005410247,"about_ca_system_score_gemma":0.0002468595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002017441,"about_ca_topic_score_gemma":0.002084215,"domain_scores_codex":[0.9998927,0.00001497528,0.000006672943,0.00003584407,0.00002074863,0.00002901609],"domain_scores_gemma":[0.9998525,0.00002708269,0.00002148248,0.0000265557,0.00003494015,0.00003745372],"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":[0.0000902819,0.000007000354,0.001073174,0.0000245103,0.000004793224,0.00005391375,0.00004497433,0.00002315632,0.9960396,0.0001790598,0.00007412193,0.002385474],"study_design_scores_gemma":[0.000008252501,0.0001136282,0.00717681,0.000007089245,0.00001654004,0.0003010427,0.0001196672,0.0009089732,0.9881913,0.0002074743,0.002942597,0.000006650843],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902074,0.001132909,0.006676318,0.0002521565,0.00004349598,0.000008554867,0.0001261133,0.000106347,0.001446834],"genre_scores_gemma":[0.9947208,0.0002716006,0.00238533,0.00003931254,0.000008137474,0.000003549589,0.0001615246,0.00004243651,0.002367266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002017441,"threshold_uncertainty_score":0.004011393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103346311","doi":"10.4319/lo.2006.51.4.1729","title":"Copper‐dependent iron transport in coastal and oceanic diatoms","year":2006,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":234,"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":"Thalassiosira pseudonana; Diatom; Copper; Chemistry; Gene; Electron transport chain; Oxidase test; Dissociation (chemistry); Divalent; Biochemistry; Biophysics; Enzyme; Biology; Nuclear chemistry; Botany; Nutrient; Organic chemistry","authors":[{"name":"María T. Maldonado","is_ca":true},{"name":"Andrew E. Allen","is_ca":false},{"name":"Joanne S. Chong","is_ca":true},{"name":"Kevin Lin","is_ca":true},{"name":"Dan Leus","is_ca":true},{"name":"Nataliya Karpenko","is_ca":true},{"name":"Shannon L. Harris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006875526303670542,"gpt":0.2271015053974103,"spread":0.2202259790937397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007524003,0.0002788701,0.0001873155,0.0002398096,0.0002237159,0.0003064373,0.0001893598,0.0002431909,0.0002061206],"category_scores_gemma":[0.0001765947,0.000153922,0.0001555892,0.0002287665,0.0001962156,0.0001765885,0.000342273,0.0002441932,0.00008966762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838157,"about_ca_system_score_gemma":0.0001677871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004244472,"about_ca_topic_score_gemma":0.005744494,"domain_scores_codex":[0.9999174,0.000008051846,0.000007206156,0.00003028424,0.0000218541,0.00001526067],"domain_scores_gemma":[0.9998924,0.00001744793,0.0000349888,0.000008320726,0.00002231401,0.0000244936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005547197,0.000006364197,0.00563351,0.0000220748,0.000003759774,0.00005231335,0.00007082722,0.00002663021,0.9933411,0.00001515652,0.00000629346,0.0007665476],"study_design_scores_gemma":[0.00003203455,0.0004418747,0.4718696,0.00001900018,0.00006480259,0.0008542827,0.0009239884,0.003099181,0.5195587,0.0001426247,0.002971067,0.0000228814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999116,0.0002109637,0.0002685658,0.00001440152,0.00000156165,0.00000379845,0.0001195124,0.000003736199,0.0002615766],"genre_scores_gemma":[0.997449,0.0002692293,0.0010378,0.00002437244,0.000003880652,0.00001185148,0.000463972,0.000006021544,0.0007337453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004244472,"threshold_uncertainty_score":0.008439541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966086053","doi":"10.1111/j.1529-8817.2007.00332.x","title":"MORPHOLOGICAL AND ECOLOGICAL VARIATION WITHIN THE<i>ACHNANTHIDIUM MINUTISSIMUM</i>(BACILLARIOPHYCEAE) SPECIES COMPLEX<sup>1</sup>","year":2007,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":231,"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":"","keywords":"Biology; Taxon; Discriminant function analysis; Morphological analysis; Ordination; Multivariate statistics; Morphology (biology); Species complex; Diatom; Variation (astronomy); Zoology; Evolutionary biology; Ecology; Statistics; Artificial intelligence; Mathematics","authors":[{"name":"Marina Potapova","is_ca":false},{"name":"Paul B. Hamilton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03712584125301222,"gpt":0.2927482194450958,"spread":0.2556223781920836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002406842,0.0002096019,0.0002107386,0.001491411,0.0005548447,0.0004135299,0.0002317436,0.0002088833,0.0006321559],"category_scores_gemma":[0.0002903327,0.0001936492,0.0001684151,0.0008307754,0.0004858706,0.0003488443,0.0004424861,0.0001928403,0.0001819116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003262646,"about_ca_system_score_gemma":0.0001347859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003962074,"about_ca_topic_score_gemma":0.01047586,"domain_scores_codex":[0.9998455,0.00002677393,0.00001748418,0.00006057917,0.00002870977,0.00002091756],"domain_scores_gemma":[0.9997376,0.00005404104,0.0001117671,0.00002220994,0.00004377353,0.00003069203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002246634,0.00008955467,0.8393595,0.00007803815,0.0001126448,0.0002611712,0.001942427,0.0002809734,0.1282786,0.0001315063,0.0000855219,0.02915549],"study_design_scores_gemma":[0.000001526508,0.00002947288,0.9991032,0.000001364041,0.000006833857,0.0001205575,0.0001539133,0.000103557,0.0003281667,0.00001109711,0.0001382446,0.000002013443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996848,0.00005741406,0.00006246488,0.000002024997,4.223072e-7,0.000002295783,0.0000290487,0.000001788861,0.0001596868],"genre_scores_gemma":[0.9992622,0.00004971407,0.0003573616,0.000004328851,0.000001584376,0.000008257114,0.0001697469,0.000001676517,0.000145222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003962074,"threshold_uncertainty_score":0.007878006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166839744","doi":"10.1046/j.1472-4669.2003.00012.x","title":"Recent ecological and biogeochemical changes in alpine lakes of Rocky Mountain National Park (Colorado, USA): a response to anthropogenic nitrogen deposition","year":2003,"lang":"en","type":"article","venue":"Geobiology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":208,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Biogeochemical cycle; Biogeochemistry; Diatom; Ecology; Biogenic silica; Ecosystem; Deposition (geology); Environmental science; Paleolimnology; Sediment; Limnetic zone; Oceanography; Geology; Littoral zone; Biology; Paleontology","authors":[{"name":"Alexander P. Wolfe","is_ca":true},{"name":"Alison C. Van Gorp","is_ca":false},{"name":"Jill S. Baron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0239586520042186,"gpt":0.3039565311203739,"spread":0.2799978791161553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001556571,0.0001059348,0.0001269348,0.0003630278,0.0005526869,0.0004228211,0.0001999568,0.0002179796,0.0004186801],"category_scores_gemma":[0.0002922567,0.0001073433,0.00007922661,0.0003837962,0.0002626221,0.0001952123,0.0003264899,0.0001593928,0.00005004044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007943666,"about_ca_system_score_gemma":0.000528222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1267008,"about_ca_topic_score_gemma":0.3380292,"domain_scores_codex":[0.9999026,0.00001657996,0.000006194231,0.00003072542,0.0000206713,0.00002326882],"domain_scores_gemma":[0.9996474,0.0000271158,0.0001084281,0.00001230077,0.0001172035,0.0000874903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000737373,0.00002535837,0.9928178,0.00001623233,0.0000472156,0.00006473548,0.0003730026,0.00007489322,0.004444994,0.00001573303,0.000172165,0.001874145],"study_design_scores_gemma":[0.000001079693,0.000006524571,0.9996228,0.000001209111,0.000003456961,0.00001351797,0.0001173875,0.00007389569,0.00006386843,0.000001796769,0.00009399796,4.625371e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996636,0.00004744116,0.0000115241,0.00001674475,8.539702e-7,0.0000016865,0.0001062152,0.000001262489,0.0001507828],"genre_scores_gemma":[0.9994076,0.00005025844,0.00005068925,0.00001770642,0.000003300639,0.000006151838,0.0003160408,7.700413e-7,0.0001473711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1267008,"threshold_uncertainty_score":0.2519267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071524074","doi":"10.1007/s00438-006-0199-4","title":"Chloroplast genomes of the diatoms Phaeodactylum tricornutum and Thalassiosira pseudonana: comparison with other plastid genomes of the red lineage","year":2007,"lang":"en","type":"article","venue":"Molecular Genetics and Genomics","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":196,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Joint Genome Institute","keywords":"Thalassiosira pseudonana; Biology; Phaeodactylum tricornutum; Genome; Plastid; Haptophyte; Genetics; Gene; Endosymbiosis; Diatom; Chloroplast; Botany; Evolutionary biology","authors":[{"name":"Marie-Pierre Oudot–Le Secq","is_ca":true},{"name":"Jane Grimwood","is_ca":false},{"name":"Harris Shapiro","is_ca":false},{"name":"E. Virginia Armbrust","is_ca":false},{"name":"Chris Bowler","is_ca":false},{"name":"Beverley R. Green","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00986149886804663,"gpt":0.2361032012121798,"spread":0.2262417023441332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007390443,0.0001716311,0.0001750572,0.0003783108,0.0002818217,0.0002489554,0.0001318678,0.0002274726,0.0007491066],"category_scores_gemma":[0.0001944483,0.0001212926,0.0002173528,0.0005256925,0.000105317,0.0002283899,0.0002074054,0.0002566438,0.0001746669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003291147,"about_ca_system_score_gemma":0.0002741359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004733203,"about_ca_topic_score_gemma":0.009898377,"domain_scores_codex":[0.9999524,0.000004212016,0.000002896249,0.00001943275,0.00001035658,0.00001068926],"domain_scores_gemma":[0.9998122,0.0000505008,0.00004269035,0.00001692123,0.00002866477,0.0000490267],"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":[0.0006052674,0.0000292767,0.01461438,0.0002018384,0.00006820105,0.0002029411,0.0005635335,0.0003592978,0.972836,0.0004367084,0.0002169034,0.009865668],"study_design_scores_gemma":[0.00005334371,0.0002220669,0.9096904,0.00005344571,0.0002906484,0.001938267,0.001234081,0.002693371,0.06956385,0.0005473858,0.01368602,0.00002720929],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973032,0.0004343318,0.0003226397,0.00003774542,0.000003201258,0.000002198091,0.001327877,0.000009809853,0.0005588958],"genre_scores_gemma":[0.9896473,0.0006906469,0.001088157,0.00007499078,0.000003619216,0.000006286211,0.00709502,0.00001984545,0.001374057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004733203,"threshold_uncertainty_score":0.009411335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974744616","doi":"10.1016/j.protis.2010.09.005","title":"Barcoding Diatoms: Exploring Alternatives to COI-5P","year":2011,"lang":"en","type":"article","venue":"Protist","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":191,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Natural Environment Research Council; Grantová Agentura České Republiky; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Genome Canada","keywords":"Biology; DNA barcoding; Diatom; Taxon; Evolutionary biology; Species complex; Taxonomy (biology); Zoology; Ecology; Genetics; Gene; Phylogenetic tree","authors":[{"name":"Sarah E. Hamsher","is_ca":true},{"name":"Katharine Evans","is_ca":false},{"name":"David G. Mann","is_ca":false},{"name":"Aloisie Poulíčková","is_ca":false},{"name":"Gary W. Saunders","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.177809422249948,"gpt":0.3186009350354176,"spread":0.1407915127854696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004929712,0.00124035,0.001537798,0.00274716,0.001848214,0.0036053,0.002842078,0.002940193,0.005098894],"category_scores_gemma":[0.008367086,0.0009607116,0.001459529,0.003672912,0.001972222,0.002703358,0.002386123,0.003561313,0.002857022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001529979,"about_ca_system_score_gemma":0.001478231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003331602,"about_ca_topic_score_gemma":0.01227721,"domain_scores_codex":[0.9966913,0.0007191975,0.0001168533,0.001193016,0.0009833949,0.0002962],"domain_scores_gemma":[0.9953825,0.002136183,0.0006392004,0.0007179456,0.0008458329,0.000278368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001066377,0.0001489966,0.007567627,0.001600251,0.0004076954,0.0003603918,0.000943473,0.002468541,0.7664953,0.01355017,0.003197738,0.2021933],"study_design_scores_gemma":[0.0001060371,0.0008390125,0.01491871,0.0005746594,0.0008370101,0.001732598,0.001629512,0.06027678,0.7834088,0.04097122,0.09440117,0.0003044129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1731969,0.01079445,0.7776403,0.004670642,0.00125434,0.0004455625,0.006788361,0.004624882,0.02058454],"genre_scores_gemma":[0.1900187,0.002633403,0.7927803,0.001377251,0.0001806862,0.0003404251,0.005588912,0.000847176,0.006233092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005098894,"threshold_uncertainty_score":0.02607107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3162206374","doi":"10.1680/jgeot.20.p.170","title":"Bio-inspired geotechnical engineering: principles, current work, opportunities and challenges","year":2021,"lang":"en","type":"article","venue":"Géotechnique","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":166,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Conetec Investigations","funders":"Division of Civil, Mechanical and Manufacturing Innovation; National Science Foundation","keywords":"Work (physics); Current (fluid); Construction engineering; Civil engineering; Engineering; Geotechnical engineering; Geology; Mechanical engineering; Electrical engineering","authors":[{"name":"Alejandro Martínez","is_ca":false},{"name":"Jason T. DeJong","is_ca":false},{"name":"Idil Deniz Akin","is_ca":false},{"name":"Ali Aleali","is_ca":false},{"name":"Chloé Arson","is_ca":false},{"name":"Jared Atkinson","is_ca":false},{"name":"Paola Bandini","is_ca":false},{"name":"Tuğçe Başer","is_ca":false},{"name":"Rodrigo Borela","is_ca":false},{"name":"Ross W. Boulanger","is_ca":false},{"name":"Matthew Burrall","is_ca":false},{"name":"Yuyan Chen","is_ca":false},{"name":"Clint E. Collins","is_ca":false},{"name":"Douglas D. Cortes","is_ca":false},{"name":"Sheng Dai","is_ca":false},{"name":"Theodore M. DeJong","is_ca":false},{"name":"Emanuela Del Dottore","is_ca":false},{"name":"Kelly M. Dorgan","is_ca":false},{"name":"Richard J. Fragaszy","is_ca":false},{"name":"J. David Frost","is_ca":false},{"name":"Robert J. Full","is_ca":false},{"name":"Majid Ghayoomi","is_ca":false},{"name":"Daniel I. Goldman","is_ca":false},{"name":"Ivan L. Guzmán","is_ca":false},{"name":"James P. Hambleton","is_ca":false},{"name":"Elliot W. Hawkes","is_ca":false},{"name":"Michael Helms","is_ca":false},{"name":"David L. Hu","is_ca":false},{"name":"Lin Huang","is_ca":false},{"name":"Sichuan Huang","is_ca":false},{"name":"Christopher H. Hunt","is_ca":false},{"name":"Duncan J. Irschick","is_ca":false},{"name":"Hai Lin","is_ca":false},{"name":"Bret N. Lingwall","is_ca":false},{"name":"A. H. C. Marr","is_ca":false},{"name":"Barbara Mazzolai","is_ca":false},{"name":"Benjamin McInroe","is_ca":false},{"name":"Tejas G. Murthy","is_ca":false},{"name":"Kyle B. O’Hara","is_ca":false},{"name":"Marianne E. Porter","is_ca":false},{"name":"Salah Sadek","is_ca":false},{"name":"Marcelo Sánchez","is_ca":false},{"name":"J. Carlos Santamarina","is_ca":false},{"name":"Lisheng Shao","is_ca":false},{"name":"James Sharp","is_ca":true},{"name":"Hannah S. Stuart","is_ca":false},{"name":"Hans Henning Stutz","is_ca":false},{"name":"Adam P. Summers","is_ca":false},{"name":"Junliang Tao","is_ca":false},{"name":"Michael T. Tolley","is_ca":false},{"name":"Laura K. Treers","is_ca":false},{"name":"Kurtis F. Turnbull","is_ca":true},{"name":"Rogelio Valdés","is_ca":false},{"name":"Leon A. van Paassen","is_ca":false},{"name":"Gioacchino Viggiani","is_ca":false},{"name":"Daniel W. Wilson","is_ca":false},{"name":"Wei Wu","is_ca":false},{"name":"Xiong Yu","is_ca":false},{"name":"Junxing Zheng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1347353554693975,"gpt":0.2944508394457777,"spread":0.1597154839763802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003184875,0.0007025345,0.0008653076,0.001005481,0.0007536092,0.004678551,0.001897883,0.002804201,0.00323525],"category_scores_gemma":[0.002130829,0.0004079435,0.0004723217,0.00188043,0.004348819,0.006125904,0.001870209,0.003168818,0.001628309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339573,"about_ca_system_score_gemma":0.00201427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007521395,"about_ca_topic_score_gemma":0.0007894529,"domain_scores_codex":[0.9992493,0.0001996326,0.00004202422,0.0001431783,0.0002899032,0.00007588225],"domain_scores_gemma":[0.998383,0.0008384811,0.00007876654,0.0001606916,0.000354504,0.0001844423],"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":[0.0000714913,0.0003374758,0.001335514,0.003462561,0.00005318809,0.0001851842,0.000981963,0.01224614,0.004065032,0.3736857,0.01743427,0.5861415],"study_design_scores_gemma":[0.00002519702,0.0003116039,0.0008059314,0.003169657,0.00002423268,0.0005081433,0.00157915,0.01750609,0.002981695,0.4516041,0.521378,0.0001061819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0128732,0.7854457,0.1023059,0.03414734,0.002142846,0.00009795848,0.000111552,0.0003485206,0.06252693],"genre_scores_gemma":[0.1339156,0.7649632,0.07880597,0.004590104,0.003047699,0.0002490807,0.0002168393,0.0001436125,0.01406801],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004678551,"threshold_uncertainty_score":0.01684338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134506423","doi":"10.3354/meps225139","title":"Effects of temperature on growth rate, cell composition and nitrogen metabolism in the marine diatom Thalassiosira pseudonana (Bacillariophyceae)","year":2002,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":162,"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":"Thalassiosira pseudonana; Diatom; Nitrate reductase; Chlorophyll a; Botany; Biology; Nitrate; Phytoplankton; Nutrient; Ecology; Environmental chemistry; Chemistry","authors":[{"name":"John A. Berges","is_ca":false},{"name":"DE Varela","is_ca":true},{"name":"Paul J. Harrison","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005732509178801806,"gpt":0.2146081713113432,"spread":0.2088756621325414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001656262,0.0003051563,0.0002209693,0.0001956558,0.000215279,0.0003231739,0.0002040196,0.0002230662,0.0003869557],"category_scores_gemma":[0.000248043,0.0002230156,0.0002586268,0.0001742741,0.0002363523,0.000266623,0.000360123,0.0003653037,0.0001362175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004702498,"about_ca_system_score_gemma":0.0001655773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00450069,"about_ca_topic_score_gemma":0.004788686,"domain_scores_codex":[0.9998759,0.00002306732,0.00001287345,0.00004238135,0.00002538025,0.00002043016],"domain_scores_gemma":[0.9998164,0.00006276352,0.00004480222,0.00001546859,0.00002220413,0.0000384547],"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":[0.0006661537,0.00004491944,0.02080208,0.00004918506,0.00003338712,0.00008991025,0.0001109615,0.0002864455,0.9751238,0.00002638478,0.00003666718,0.002730075],"study_design_scores_gemma":[0.00003208136,0.00102435,0.840905,0.000009428233,0.00007160001,0.0003083449,0.000211782,0.002488636,0.1536875,0.00008199624,0.00115236,0.00002681584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992093,0.0003722029,0.00009422928,0.00001368764,0.000003591827,0.000002738291,0.0001222213,0.000002881224,0.0001791267],"genre_scores_gemma":[0.9986791,0.0002239617,0.0004094899,0.00002504875,0.000003096105,0.00001195943,0.0003036027,0.000004361725,0.0003393347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00450069,"threshold_uncertainty_score":0.008948982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987088634","doi":"10.7872/crya.v35.iss2.2014.105","title":"AlgaeBase: An On-line Resource for Algae","year":2014,"lang":"en","type":"article","venue":"Cryptogamie Algologie","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":156,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Taxon; Taxonomic rank; Biology; Genus; Context (archaeology); Algae; Taxonomy (biology); Resource (disambiguation); European union; Ecology; Geography; Computer science","authors":[{"name":"Michael D. Guiry","is_ca":false},{"name":"Gwendoline M. Guiry","is_ca":false},{"name":"Liam Morrison","is_ca":false},{"name":"Fabio Rindi","is_ca":false},{"name":"Salvador Valenzuela Miranda","is_ca":false},{"name":"Arthur C. Mathieson","is_ca":false},{"name":"Bruce C. Parker","is_ca":false},{"name":"Anders Langangen","is_ca":false},{"name":"David M. John","is_ca":false},{"name":"Ignacio Bárbara","is_ca":false},{"name":"Christopher F. Carter","is_ca":false},{"name":"Pier Kuipers","is_ca":false},{"name":"David J. Garbary","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07244366131219061,"gpt":0.3477855599406863,"spread":0.2753418986284957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004152251,0.003473043,0.003803361,0.01462121,0.003001693,0.01051572,0.007310024,0.002342527,0.1453099],"category_scores_gemma":[0.012168,0.002683885,0.002283176,0.02358449,0.0006911824,0.009249083,0.01039483,0.00402953,0.3847826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001739741,"about_ca_system_score_gemma":0.0048471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006825151,"about_ca_topic_score_gemma":0.005922187,"domain_scores_codex":[0.997542,0.0002719701,0.0004302262,0.0005669533,0.0009688606,0.0002199962],"domain_scores_gemma":[0.995047,0.0007356935,0.0004329462,0.001371115,0.001591601,0.0008216072],"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":[0.000281588,0.00007151685,0.0007308035,0.00185368,0.00008587885,0.0001491536,0.0002725754,0.0003350535,0.00315383,0.003326645,0.9347647,0.05497456],"study_design_scores_gemma":[0.00003433779,0.00001132246,0.0005327227,0.0001916781,0.00003032994,0.00008669597,0.00006899953,0.0002068051,0.0007848794,0.002132798,0.9958797,0.00003982988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001091676,0.004045741,0.0313209,0.0006261781,0.000705932,0.0003017834,0.7830984,0.1400326,0.0387768],"genre_scores_gemma":[0.001272514,0.001956835,0.02372792,0.0002785657,0.00009964084,0.0003561381,0.9458617,0.01850447,0.007942262],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1453099,"threshold_uncertainty_score":0.4861102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133538079","doi":"10.1016/j.protis.2009.07.001","title":"Barcoding of Diatoms: Nuclear Encoded ITS Revisited","year":2009,"lang":"en","type":"article","venue":"Protist","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":150,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Allison University","funders":"Ontario Genomics Institute; Genome Canada; McGill University","keywords":"DNA barcoding; Biology; Barcode; Species complex; Evolutionary biology; Taxonomy (biology); Diatom; Ecology; Phylogenetic tree; Genetics; Gene","authors":[{"name":"Mónica B.J. Moniz","is_ca":true},{"name":"Irena Kaczmarska","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02303692241702622,"gpt":0.2920060868535954,"spread":0.2689691644365692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005279373,0.0004490585,0.001499737,0.0009078779,0.000927856,0.00357391,0.001348062,0.002233375,0.001256263],"category_scores_gemma":[0.007251585,0.0004647654,0.0004988068,0.001579714,0.004142054,0.004639443,0.001451009,0.004647715,0.0005461588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001696372,"about_ca_system_score_gemma":0.001509688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00193358,"about_ca_topic_score_gemma":0.004705955,"domain_scores_codex":[0.998673,0.0002925074,0.0001077303,0.0005998462,0.0002118596,0.0001150597],"domain_scores_gemma":[0.9902648,0.005889989,0.0008447405,0.001438383,0.001187568,0.0003745783],"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":[0.0007130301,0.00005063767,0.008467208,0.002315021,0.0001743768,0.0003665401,0.002126095,0.00298391,0.3014986,0.2587316,0.005477886,0.4170951],"study_design_scores_gemma":[0.00005632841,0.0005391907,0.01828318,0.00321028,0.0004719479,0.00279509,0.003289674,0.02452869,0.1980967,0.351022,0.397341,0.0003659438],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2569697,0.2486281,0.3964664,0.0429489,0.007259895,0.00006128586,0.003130819,0.001057701,0.04347727],"genre_scores_gemma":[0.7691665,0.05296104,0.1566398,0.009167566,0.002016462,0.00006960379,0.002097799,0.0003138302,0.007567408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005279373,"threshold_uncertainty_score":0.02792037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3036691067","doi":"10.1038/s41559-020-1221-7","title":"The genome of Prasinoderma coloniale unveils the existence of a third phylum within green plants","year":2020,"lang":"en","type":"article","venue":"Nature Ecology & Evolution","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":148,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Government of Jiangxi Province","keywords":"Phylum; Genome; Biology; Evolutionary biology; Genetics; Gene","authors":[{"name":"Linzhou Li","is_ca":false},{"name":"Sibo Wang","is_ca":false},{"name":"Hongli Wang","is_ca":false},{"name":"Sunil Kumar Sahu","is_ca":false},{"name":"Birger Marin","is_ca":false},{"name":"Haoyuan Li","is_ca":false},{"name":"Yan Xu","is_ca":false},{"name":"Hongping Liang","is_ca":false},{"name":"Zhen Li","is_ca":false},{"name":"Shifeng Cheng","is_ca":false},{"name":"Tanja Reder","is_ca":false},{"name":"Zehra Çebi","is_ca":false},{"name":"Sebastian Wittek","is_ca":false},{"name":"Morten Petersen","is_ca":false},{"name":"Barbara Melkonian","is_ca":false},{"name":"Hongli Du","is_ca":false},{"name":"Huanming Yang","is_ca":false},{"name":"Jian Wang","is_ca":false},{"name":"Gane Ka‐Shu Wong","is_ca":true},{"name":"Xun Xu","is_ca":false},{"name":"Xin Liu","is_ca":false},{"name":"Yves Van de Peer","is_ca":false},{"name":"Michael Melkonian","is_ca":false},{"name":"Huan Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01333427043194514,"gpt":0.2636095046075196,"spread":0.2502752341755745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007071044,0.0001992521,0.0001780012,0.0002906265,0.0002817715,0.0002596324,0.0001392509,0.0001882864,0.0008007826],"category_scores_gemma":[0.000136806,0.0001085452,0.0002054954,0.0004642314,0.000187548,0.0001804521,0.0003572493,0.0003767259,0.0001756323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001886754,"about_ca_system_score_gemma":0.0002616265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001686729,"about_ca_topic_score_gemma":0.002273354,"domain_scores_codex":[0.9999688,0.000002687428,0.000001478237,0.00001435201,0.000006352306,0.000006427381],"domain_scores_gemma":[0.9998956,0.00002418118,0.00001880445,0.00001787277,0.00001151165,0.00003194041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001394953,0.000008051245,0.002481408,0.0000843056,0.00001011264,0.0002130593,0.0001149818,0.0001628665,0.9870999,0.0003543374,0.0001575551,0.009173927],"study_design_scores_gemma":[0.00007866745,0.0006077489,0.6326742,0.0001003007,0.0001924096,0.004628544,0.0008538868,0.00597166,0.2764441,0.002779947,0.07560803,0.00006058727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914294,0.0008356816,0.003440676,0.000149613,0.00001664341,0.00001062912,0.002744592,0.0001968196,0.00117595],"genre_scores_gemma":[0.9840295,0.000389659,0.008005248,0.0000706947,0.00001020515,0.00001373806,0.006337827,0.00003748185,0.001105721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001686729,"threshold_uncertainty_score":0.003353894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128205695","doi":"10.1007/s10750-009-9753-5","title":"Biology of the freshwater diatom Didymosphenia: a review","year":2009,"lang":"en","type":"review","venue":"Hydrobiologia","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":142,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ulster University; University of Ontario Institute of Technology","keywords":"Diatom; Temperate climate; Ecology; Nutrient; Water column; Biology; Primary producers; Organic matter; Phytoplankton; Hydrobiology; Environmental science","authors":[{"name":"B. A. Whitton","is_ca":false},{"name":"Neil Thomas William Ellwood","is_ca":false},{"name":"Barbara Kawecka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04350438751586869,"gpt":0.3436269355362851,"spread":0.3001225480204164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002795767,0.001051798,0.001327149,0.003627165,0.0003300548,0.001034944,0.000694333,0.0007667522,0.002750516],"category_scores_gemma":[0.0006842858,0.0003406311,0.0005276577,0.003506083,0.0003566939,0.001541117,0.0005759718,0.0008534014,0.00117449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004177199,"about_ca_system_score_gemma":0.0008987958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472999,"about_ca_topic_score_gemma":0.002149932,"domain_scores_codex":[0.9998223,0.00001977241,0.00004914381,0.00004554649,0.00004749238,0.00001582454],"domain_scores_gemma":[0.9995539,0.0001768347,0.0001128848,0.00001242371,0.00009200727,0.00005204899],"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":[0.0001132089,0.0000819062,0.001436468,0.05727475,0.0002144867,0.0005743949,0.0001988352,0.0006961048,0.00373819,0.001126057,0.02432761,0.910218],"study_design_scores_gemma":[0.00001206507,0.0002121887,0.008156833,0.01071126,0.0004518643,0.003389939,0.0001790946,0.0001398361,0.0006562208,0.001080791,0.9749697,0.00004019832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004762832,0.9982993,0.0001373691,0.00011283,0.0001733989,0.000005584055,0.00004991131,0.00001089298,0.0007343554],"genre_scores_gemma":[0.002064286,0.9968147,0.0002780954,0.0001308941,0.0001620406,0.000006622776,0.00009223917,0.000002124158,0.0004490998],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003627165,"threshold_uncertainty_score":0.009201407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1560628840","doi":"10.1111/j.1529-8817.2012.01132.x","title":"CRYPTIC AND PSEUDO‐CRYPTIC DIVERSITY IN DIATOMS—WITH DESCRIPTIONS OF <i>PSEUDO‐NITZSCHIA HASLEANA</i> SP. NOV. AND <i>P. FRYXELLIANA</i> SP. NOV.<sup>1</sup>","year":2012,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":136,"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":"","keywords":"Biology; Species complex; Diversity (politics); Nitzschia; Evolutionary biology; Ecology; Anthropology; Phylogenetic tree; Genetics; Gene; Phytoplankton","authors":[{"name":"Nina Lundholm","is_ca":true},{"name":"Stephen S. Bates","is_ca":true},{"name":"Keri A. Baugh","is_ca":true},{"name":"Brian D. Bill","is_ca":true},{"name":"Laurie B. Connell","is_ca":true},{"name":"Claude Léger","is_ca":true},{"name":"Vera L. Trainer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0248392830938848,"gpt":0.2582836437291661,"spread":0.2334443606352813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000191789,0.0002423174,0.000151999,0.0009282884,0.0005321631,0.0005922875,0.0003261963,0.0004060208,0.0005288175],"category_scores_gemma":[0.0003262756,0.0001655159,0.0001672544,0.0008122392,0.0005447489,0.0004025236,0.0007706034,0.0003723259,0.000200447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003092878,"about_ca_system_score_gemma":0.0002373081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615776,"about_ca_topic_score_gemma":0.004401387,"domain_scores_codex":[0.9997631,0.00002292669,0.00003302504,0.00008786677,0.00004973657,0.00004348298],"domain_scores_gemma":[0.9995306,0.00007794111,0.0001442564,0.00005754739,0.00009675131,0.00009295809],"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":[0.0008053284,0.00007303897,0.4441887,0.0004734011,0.0001557255,0.002191196,0.002236123,0.0005949638,0.4909333,0.0006971438,0.0002465442,0.05740456],"study_design_scores_gemma":[0.00001516344,0.0002585935,0.9720989,0.0000391633,0.0000533622,0.005813681,0.0008916971,0.0005931311,0.01195772,0.0003510276,0.007903558,0.00002394398],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950203,0.002132426,0.0007381344,0.00005179701,0.0000111292,0.00001604994,0.0002958777,0.00001465195,0.001719655],"genre_scores_gemma":[0.9972138,0.0008060458,0.001121387,0.00004271834,0.00001585961,0.000009098902,0.0004402956,0.000004300342,0.0003465048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001615776,"threshold_uncertainty_score":0.00321269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2397413928","doi":"10.3208/sandf.42.3_1","title":"Influences of Diatom Microfossils on Engineering Properties of Soils","year":2002,"lang":"en","type":"article","venue":"SOILS AND FOUNDATIONS","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":135,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Diatom; Soil water; Geology; Geotechnical engineering; Compressibility; Friction angle; Internal friction; Mineralogy; Materials science; Soil science; Composite material; Engineering; Oceanography","authors":[{"name":"Dinesh R. Shiwakoti","is_ca":false},{"name":"Hiroyuki Tanaka","is_ca":false},{"name":"Masanori Tanaka","is_ca":false},{"name":"Jacques Locat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04017223694409657,"gpt":0.2625587787831046,"spread":0.222386541839008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002208834,0.0002704642,0.0002745292,0.0004664522,0.000592958,0.001064297,0.0002557783,0.0003494091,0.001814895],"category_scores_gemma":[0.001006506,0.0002197295,0.0001486905,0.0003713906,0.0005126272,0.0003955084,0.0004948126,0.0003198537,0.00022641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008348268,"about_ca_system_score_gemma":0.0006104541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006069796,"about_ca_topic_score_gemma":0.01102156,"domain_scores_codex":[0.9997436,0.00004455601,0.00001516584,0.00004640184,0.00005065361,0.00009960044],"domain_scores_gemma":[0.9990121,0.0003313791,0.0001513953,0.00003707745,0.000192748,0.0002753929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002750733,0.0001873946,0.06482819,0.0001731795,0.00008661557,0.000699807,0.0002472465,0.002898315,0.910425,0.0007133865,0.0002477407,0.01674238],"study_design_scores_gemma":[0.00009966032,0.001249375,0.5153602,0.00003129384,0.0001161234,0.0005865591,0.002422157,0.00488531,0.4698608,0.001154583,0.00419272,0.00004121462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998449,0.0002433188,0.0001492943,0.00003161882,0.000003829384,0.000003400251,0.00004995823,0.000004767604,0.001064779],"genre_scores_gemma":[0.9995008,0.0001207932,0.00007242094,0.00001405375,0.000001802407,0.000001480854,0.00003987023,0.000003445586,0.0002455033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006069796,"threshold_uncertainty_score":0.01206899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147153142","doi":"10.1111/j.1755-0998.2009.02633.x","title":"Barcoding diatoms: Is there a good marker?","year":2009,"lang":"en","type":"article","venue":"Molecular Ecology Resources","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":131,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Allison University","funders":"","keywords":"DNA barcoding; Biology; Internal transcribed spacer; GenBank; Cytochrome c oxidase subunit I; Genetic divergence; Molecular marker; Genetic marker; Genetics; Ribosomal DNA; Ribosomal RNA; Cytochrome c oxidase; Barcode; Mitochondrial DNA; Gene; Evolutionary biology; Phylogenetic tree; Genetic diversity","authors":[{"name":"Mónica B.J. Moniz","is_ca":true},{"name":"Irena Kaczmarska","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009561028560518091,"gpt":0.2594433208236971,"spread":0.249882292263179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005094515,0.0009039139,0.001978234,0.001059023,0.0008444947,0.002258511,0.0009418983,0.003291534,0.001338223],"category_scores_gemma":[0.01326234,0.0005779411,0.0004052424,0.00150044,0.002319367,0.005656888,0.0009041258,0.002694091,0.001340093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005984976,"about_ca_system_score_gemma":0.0005613816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006084258,"about_ca_topic_score_gemma":0.00115749,"domain_scores_codex":[0.9966465,0.0008524935,0.0002879055,0.0008256253,0.001228675,0.0001587873],"domain_scores_gemma":[0.9885228,0.006061392,0.001912716,0.0008559336,0.002106367,0.0005408566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006984269,0.0001793787,0.05972447,0.002538013,0.0003019847,0.0003769675,0.0007182697,0.001457231,0.4654571,0.004982075,0.002282531,0.4612837],"study_design_scores_gemma":[0.0001389942,0.005330198,0.1400357,0.006702266,0.001508795,0.00762257,0.004884654,0.02790719,0.5762176,0.04458525,0.1841835,0.0008832124],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5099064,0.1946027,0.2507387,0.03644731,0.002367181,0.0001425777,0.001014553,0.0009545707,0.003826028],"genre_scores_gemma":[0.6521512,0.03965262,0.2973874,0.005153728,0.0009676486,0.000135036,0.001230261,0.0001640721,0.00315794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005094515,"threshold_uncertainty_score":0.02694267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040164235","doi":"10.1002/adma.200306361","title":"Dielectric Planar Defects in Colloidal Photonic Crystal Films","year":2004,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":125,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Planar; Photonic crystal; Dielectric; Colloidal crystal; Doping; Colloid; Optoelectronics; Photonics; Nanotechnology; Optics; Chemical engineering","authors":[{"name":"Nicolas Tétreault","is_ca":true},{"name":"Agustín Mihi","is_ca":false},{"name":"Hernán Míguez","is_ca":false},{"name":"Isabelle Rodríguez","is_ca":false},{"name":"Geoffrey A. Ozin","is_ca":false},{"name":"F. Meseguer","is_ca":false},{"name":"Vladimir Kitaev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0102077520357524,"gpt":0.2676496527830661,"spread":0.2574419007473137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006831393,0.0001473359,0.00008884738,0.0001182977,0.0001872553,0.0004414317,0.0002464191,0.0002749798,0.0003484202],"category_scores_gemma":[0.0001602404,0.0001968035,0.0001026423,0.00008347462,0.0002894894,0.0001574255,0.0001860103,0.0003866414,0.0002084659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002969316,"about_ca_system_score_gemma":0.0002148537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053143,"about_ca_topic_score_gemma":0.001127364,"domain_scores_codex":[0.9999242,0.000006605663,0.000004371176,0.00001513185,0.0000344299,0.00001521806],"domain_scores_gemma":[0.9999218,0.00002489804,0.00002095836,0.000008935684,0.00001232399,0.00001107119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002210178,0.00001053769,0.00007635274,0.00003153608,0.000002650806,0.0001079819,0.00001852568,0.0004977249,0.9973922,0.0009353521,0.00003623735,0.0008687813],"study_design_scores_gemma":[0.00003868554,0.00009473986,0.0005990562,0.000007780394,0.000009356671,0.0002123213,0.00003752439,0.00481989,0.9918879,0.0004802,0.001804243,0.000008259943],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931718,0.000357588,0.003422756,0.00007377571,0.00001885934,0.00001114559,0.00005620455,0.00005870514,0.00282926],"genre_scores_gemma":[0.9949335,0.0002753242,0.003311647,0.00002071191,0.00000384649,0.00001223324,0.0000725576,0.0000213178,0.001348867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001053143,"threshold_uncertainty_score":0.00215441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006841292","doi":"10.1016/s0167-7799(03)00169-0","title":"Star Trek replicators and diatom nanotechnology","year":2003,"lang":"en","type":"article","venue":"Trends in biotechnology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":124,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"","keywords":"Diatom; Star (game theory); Star trek; Nanotechnology; Astrobiology; Biology; Physics; Astrophysics; Materials science; Ecology; Art","authors":[{"name":"Ryan W. Drum","is_ca":false},{"name":"Richard Gordon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01775466206320804,"gpt":0.290048426522787,"spread":0.272293764459579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002545398,0.0001587405,0.0003061073,0.0002008848,0.0003364302,0.0007317704,0.0003201136,0.000635823,0.003001672],"category_scores_gemma":[0.0003458407,0.0001540643,0.0001578436,0.0001748627,0.0005429353,0.001193038,0.0003771139,0.0008743586,0.0008548443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003144499,"about_ca_system_score_gemma":0.0002144485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001417018,"about_ca_topic_score_gemma":0.000267168,"domain_scores_codex":[0.9999287,0.00001080724,0.000004110484,0.00001558236,0.00002854575,0.00001229229],"domain_scores_gemma":[0.9998722,0.00005296361,0.00001573939,0.00002103122,0.00001924045,0.00001883537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004274672,0.0001300666,0.0009686063,0.0006372125,0.00003646784,0.0004103955,0.0004115753,0.003901885,0.5533354,0.2840959,0.007102562,0.1485425],"study_design_scores_gemma":[0.00008115141,0.0005644635,0.001073051,0.00006585909,0.00003938894,0.001102028,0.0003246604,0.01121598,0.6062644,0.1730788,0.2061444,0.00004578335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6670544,0.1317342,0.0618627,0.01034114,0.002845723,0.00007109401,0.0002813574,0.0008882596,0.1249212],"genre_scores_gemma":[0.8998863,0.03199105,0.01213418,0.000705895,0.0002393183,0.00004301072,0.0002006603,0.00007948642,0.0547201],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003001672,"threshold_uncertainty_score":0.01004153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073052887","doi":"10.1016/j.gene.2011.02.001","title":"Complex repeat structures and novel features in the mitochondrial genomes of the diatoms Phaeodactylum tricornutum and Thalassiosira pseudonana","year":2011,"lang":"en","type":"article","venue":"Gene","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":115,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Phaeodactylum tricornutum; Thalassiosira pseudonana; Biology; Genome; Gene; Mitochondrial DNA; Genetics; Diatom; Frameshift mutation; Botany; Phytoplankton","authors":[{"name":"Marie-Pierre Oudot–Le Secq","is_ca":true},{"name":"Beverley R. Green","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03961848502951955,"gpt":0.2629383727025458,"spread":0.2233198876730262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007553607,0.000177493,0.0001913676,0.0003719031,0.0003152502,0.0003748031,0.0002335924,0.0004315208,0.001168842],"category_scores_gemma":[0.0003053655,0.0001811179,0.0002381474,0.0004593287,0.0002324872,0.0002458751,0.0002053773,0.0004548038,0.0003653738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002724054,"about_ca_system_score_gemma":0.0001536222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253054,"about_ca_topic_score_gemma":0.003726817,"domain_scores_codex":[0.9999138,0.000007344335,0.000007942338,0.00004160234,0.00001788109,0.00001142551],"domain_scores_gemma":[0.9996239,0.00008645991,0.0001478516,0.00003853672,0.00003585467,0.00006737294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004934957,0.00004702585,0.01235657,0.0001098314,0.0000533997,0.0003380115,0.0003254869,0.0003013093,0.9807081,0.0004824574,0.0001732457,0.004611188],"study_design_scores_gemma":[0.0001214728,0.0003570669,0.8078708,0.00007489688,0.0003001086,0.003943459,0.0006538285,0.006281685,0.1713922,0.001495027,0.007431627,0.00007779945],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983851,0.0002619927,0.0004275489,0.00003026818,0.000004273869,0.000003196858,0.0004681253,0.00001296472,0.0004066022],"genre_scores_gemma":[0.997332,0.00006563387,0.0005672116,0.00003778793,0.000005761172,0.000006732596,0.00115568,0.00001312338,0.0008161587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001253054,"threshold_uncertainty_score":0.003910184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008904154","doi":"10.1111/j.1365-2427.2007.01935.x","title":"Are diatoms good integrators of temporal variability in stream water quality?","year":2008,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Trois-Rivières; Trent University","funders":"","keywords":"Diatom; Eutrophication; Nutrient; Trophic level; Environmental science; Phosphorus; STREAMS; Water quality; Trophic state index; Ecology; Hydrology (agriculture); Oceanography; Biology; Chemistry; Geology","authors":[{"name":"Isabelle Lavoie","is_ca":true},{"name":"Stéphane Campeau","is_ca":true},{"name":"François Darchambeau","is_ca":false},{"name":"Gilbert Cabana","is_ca":true},{"name":"Peter J. Dillon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.036030659905279,"gpt":0.3098126616063787,"spread":0.2737820017010997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009935545,0.0003557571,0.0004913756,0.0006261524,0.0005492645,0.001408522,0.0006206485,0.0004659205,0.001057198],"category_scores_gemma":[0.002829552,0.0003170786,0.0002200755,0.001075585,0.0005223428,0.0007990371,0.0003756061,0.0004285394,0.0002423953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001918028,"about_ca_system_score_gemma":0.0012473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.220044,"about_ca_topic_score_gemma":0.3173286,"domain_scores_codex":[0.9996135,0.00004868814,0.00002270694,0.0001123019,0.0001356887,0.00006706685],"domain_scores_gemma":[0.9981635,0.0002794598,0.000523594,0.000126972,0.0006393862,0.0002671832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003894917,0.00002341834,0.9658424,0.00007577478,0.0001536682,0.00004312336,0.0001769103,0.0004688687,0.01221906,0.000167276,0.0004973426,0.01994262],"study_design_scores_gemma":[0.000004414243,0.0000347647,0.9959265,0.00001525492,0.00004048846,0.00002755438,0.000194207,0.001840516,0.0009492774,0.0001971248,0.0007605457,0.000009404485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861637,0.004977537,0.003359564,0.0006303511,0.00006108542,0.00004515243,0.001491599,0.00005884923,0.003212261],"genre_scores_gemma":[0.996107,0.0009267769,0.001311354,0.0001731933,0.00002545578,0.00001345763,0.0005574852,0.00001059171,0.0008746505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.220044,"threshold_uncertainty_score":0.4375265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052219635","doi":"10.1139/w03-017","title":"Algicidal activity and gliding motility of <i>Saprospira</i> sp. SS98-5","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":110,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Diatom; Motility; Biology; Lysis; Gliding motility; Bacteria; Strain (injury); Microtubule; Microbiology; Biophysics; Cell biology; Botany; Molecular biology; Anatomy","authors":[{"name":"Go Furusawa","is_ca":false},{"name":"Takeshi Yoshikawa","is_ca":false},{"name":"Akihiro Yasuda","is_ca":false},{"name":"Taizo Sakata","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01740664295550387,"gpt":0.2450750625070398,"spread":0.227668419551536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009840033,0.0003924434,0.0002082704,0.0002045305,0.00009825725,0.0001969021,0.0001616976,0.0002059212,0.0004021002],"category_scores_gemma":[0.0001389381,0.00007863215,0.0002278592,0.0001889608,0.00007346821,0.0001338936,0.0001644187,0.0001965256,0.000202665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001380406,"about_ca_system_score_gemma":0.0001012146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001224097,"about_ca_topic_score_gemma":0.001260005,"domain_scores_codex":[0.9998888,0.00001662506,0.00002085107,0.00001530597,0.00003842838,0.0000200525],"domain_scores_gemma":[0.999904,0.000009828957,0.00002573263,0.00001176506,0.00002443255,0.00002417147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005060186,0.00002235197,0.0007379394,0.00001929821,0.000003704136,0.00003298449,0.0000084861,0.00002730172,0.9982461,0.00001048783,0.00001455099,0.0008262851],"study_design_scores_gemma":[0.0000226022,0.001545252,0.03931515,0.00001079592,0.00003655256,0.0004084543,0.00006559852,0.0007128101,0.9566272,0.00002109487,0.001226177,0.000008228332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987643,0.0002606564,0.0002181262,0.00001421522,0.000004051403,0.000006200151,0.0001652705,0.000009964564,0.0005573361],"genre_scores_gemma":[0.9973252,0.0001919038,0.0007387719,0.00001834077,0.000002856167,0.000007879741,0.001054423,0.000005328339,0.0006553764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001224097,"threshold_uncertainty_score":0.002433956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170845649","doi":"10.4319/lo.2007.52.5.2270","title":"Coupled changes in the cell morphology and elemental (C, N, and Si) composition of the pennate diatom Pseudo‐nitzschia due to iron deficiency","year":2007,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Division of Ocean Sciences; University of British Columbia; University of Washington","keywords":"Diatom; Cell; Nitzschia; Biology; Cell wall; Composition (language); Morphology (biology); Botany; Chlorophyll; Algae; Animal science; Nutrient; Phytoplankton; Ecology; Biochemistry; Zoology","authors":[{"name":"Adrian Marchetti","is_ca":true},{"name":"Paul J. Harrison","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008813321299957317,"gpt":0.245264540727251,"spread":0.2364512194272937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008727833,0.000254802,0.0002989034,0.0002901738,0.0003641954,0.0004114853,0.000181789,0.0003109296,0.0003471472],"category_scores_gemma":[0.0002234421,0.0002816724,0.0001529944,0.0002660075,0.0003257953,0.0002504538,0.0004063615,0.0002640643,0.0001088568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003795254,"about_ca_system_score_gemma":0.000192183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004805566,"about_ca_topic_score_gemma":0.006901912,"domain_scores_codex":[0.9998925,0.00001228434,0.00001263817,0.00003379234,0.00003119542,0.00001757564],"domain_scores_gemma":[0.9998236,0.00002757316,0.00004946026,0.00001767667,0.00004279176,0.00003886466],"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":[0.0001749231,0.000007956131,0.009273111,0.00002050101,0.00001054471,0.00005715466,0.0000575506,0.00005625525,0.9896023,0.00001146048,0.000009168287,0.0007191405],"study_design_scores_gemma":[0.00002365361,0.0003942238,0.7341274,0.000005247548,0.00004156693,0.0005002068,0.0004457498,0.001299815,0.262078,0.00007361331,0.0009966641,0.00001385372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999544,0.00006337093,0.0001003975,0.000009012621,8.975699e-7,0.00000234229,0.0001115357,0.000002798236,0.0001655451],"genre_scores_gemma":[0.9988053,0.00008105589,0.0003129064,0.00001639533,0.000001597434,0.000009068324,0.0003799765,0.000004419287,0.0003893593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004805566,"threshold_uncertainty_score":0.009555161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988567130","doi":"10.1063/1.2903342","title":"Optical properties of diatom silica frustule with special reference to blue light","year":2008,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":106,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Frustule; Diatom; Photosynthesis; Ultrastructure; Materials science; Irradiation; Chemistry; Biophysics; Botany; Biology; Physics","authors":[{"name":"Shigeru Yamanaka","is_ca":false},{"name":"Rei Yano","is_ca":false},{"name":"Hisanao Usami","is_ca":false},{"name":"Nobuaki Hayashida","is_ca":false},{"name":"Masakatsu Ohguchi","is_ca":false},{"name":"Hiroyuki Takeda","is_ca":true},{"name":"Katsumi Yoshino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03256820464817917,"gpt":0.2499765794352173,"spread":0.2174083747870381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006784248,0.0001817762,0.000095795,0.0001975804,0.000127708,0.0001176471,0.0000844569,0.0001501927,0.0005918418],"category_scores_gemma":[0.0001153736,0.00009671027,0.0001061049,0.0001417482,0.0001046573,0.0001104061,0.00007484137,0.0001546363,0.0001481825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001327677,"about_ca_system_score_gemma":0.00006048431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009128237,"about_ca_topic_score_gemma":0.0006489321,"domain_scores_codex":[0.9999739,0.000001618463,0.000001218576,0.000009209637,0.000008964984,0.000005123589],"domain_scores_gemma":[0.9998944,0.00003282893,0.00001940849,0.000008306566,0.00003013514,0.00001488091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003286983,0.000004391627,0.001241627,0.00001509119,0.000002664396,0.00002316801,0.00002836095,0.0001094568,0.9975625,0.00003841202,0.00001770086,0.0009238895],"study_design_scores_gemma":[0.00001093472,0.0002441964,0.08628825,0.000006962069,0.00002697662,0.0003441101,0.00008811802,0.003078023,0.9084431,0.0001007771,0.0013552,0.0000133465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976844,0.0002780608,0.001007707,0.0000112479,0.000003705839,0.000002264299,0.00009001024,0.00001732309,0.000905379],"genre_scores_gemma":[0.9979075,0.0001812237,0.0006902852,0.0000139016,0.000003013445,0.000004910317,0.0001914852,0.000008972655,0.0009988081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009128237,"threshold_uncertainty_score":0.001979887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165415913","doi":"10.1073/pnas.0608980104","title":"Salinity-dependent diatom biosilicification implies an important role of external ionic strength","year":2007,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":106,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Technische Universiteit Eindhoven","keywords":"Diatom; Frustule; Ionic strength; Silicic acid; Thalassiosira weissflogii; Salinity; Deposition (geology); Chemical engineering; Chemistry; Thalassiosira pseudonana; Ionic bonding; Biophysics; Environmental chemistry; Ion; Geology; Oceanography; Biology; Sediment; Organic chemistry","authors":[{"name":"Engel G. Vrieling","is_ca":false},{"name":"Qianyao Sun","is_ca":false},{"name":"Mingwen Tian","is_ca":false},{"name":"Patricia J. Kooyman","is_ca":false},{"name":"W.W.C. Gieskes","is_ca":false},{"name":"Rutger A. van Santen","is_ca":true},{"name":"Nico A. J. M. Sommerdijk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03633209210015385,"gpt":0.3396540760932672,"spread":0.3033219839931133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001602788,0.0003368296,0.0003507439,0.0001550545,0.0001477409,0.0006273046,0.0001739026,0.0003744072,0.0005365939],"category_scores_gemma":[0.0002950876,0.000276913,0.0002362653,0.00009770934,0.0003921586,0.000412698,0.0005298937,0.0004186803,0.0001761771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002651332,"about_ca_system_score_gemma":0.000175057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006344293,"about_ca_topic_score_gemma":0.0008972578,"domain_scores_codex":[0.9998301,0.00002486776,0.00002855279,0.00003903326,0.00004989864,0.00002744549],"domain_scores_gemma":[0.9997117,0.00005672863,0.00007089036,0.00003388768,0.00007279926,0.00005399075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003421524,0.000002913406,0.001450681,0.00002094959,0.000005853469,0.00003031903,0.00001446804,0.00003115214,0.9979987,0.00002581564,0.00000451163,0.0003803992],"study_design_scores_gemma":[0.0000104786,0.000112993,0.05434306,0.000006178745,0.00002563988,0.0003129827,0.00009103148,0.0007516698,0.9434731,0.0001222269,0.0007357711,0.00001494916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972742,0.0005592877,0.001055608,0.00008851264,0.000007649278,0.000007948911,0.0001152211,0.00001856041,0.00087306],"genre_scores_gemma":[0.9989734,0.0001592295,0.0004872687,0.00003123122,0.000002300362,0.000005510962,0.00009959139,0.000004306505,0.0002372741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006344293,"threshold_uncertainty_score":0.00192368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012829164","doi":"10.1038/s41396-020-0631-5","title":"Niche-based assembly of bacterial consortia on the diatom <i>Thalassiosira rotula</i> is stable and reproducible","year":2020,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":104,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Deutscher Akademischer Austauschdienst","keywords":"Biology; Diatom; Niche; Ecological niche; Geomicrobiology; Ecology; Evolutionary biology; Environmental biotechnology; Botany; Microbial ecology; Bacteria; Paleontology","authors":[{"name":"Julian Mönnich","is_ca":false},{"name":"Jan Tebben","is_ca":false},{"name":"Jennifer Bergemann","is_ca":false},{"name":"Rebecca J. Case","is_ca":true},{"name":"Sylke Wohlrab","is_ca":false},{"name":"Tilmann Harder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04553646408855533,"gpt":0.2734867397434967,"spread":0.2279502756549414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003193561,0.0001944707,0.0002348719,0.0002945162,0.000309994,0.0006008751,0.0001625618,0.0001874235,0.0003335102],"category_scores_gemma":[0.000531893,0.0002169243,0.0002327758,0.0002387679,0.0003008655,0.0001792126,0.000599583,0.0002313249,0.0001550081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825425,"about_ca_system_score_gemma":0.0002047713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008908839,"about_ca_topic_score_gemma":0.001614566,"domain_scores_codex":[0.9996703,0.00004436432,0.00002874128,0.0001408033,0.0000592442,0.00005661559],"domain_scores_gemma":[0.9995914,0.00007948396,0.0001254168,0.00006503738,0.00006219497,0.00007643825],"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":[0.00007111362,0.00001241678,0.01178424,0.00002287561,0.00001086433,0.00003736825,0.0001137494,0.00009244525,0.9852195,0.00003984376,0.00002149813,0.002574135],"study_design_scores_gemma":[0.00002281527,0.000782526,0.6370851,0.00002670389,0.0000603085,0.0004889494,0.000499193,0.002873548,0.3558471,0.0002026638,0.002072951,0.00003800067],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986452,0.0001165584,0.0007212379,0.0000134645,0.00000272691,0.0000110798,0.0001428244,0.00001759109,0.0003292524],"genre_scores_gemma":[0.997101,0.0001014821,0.00207263,0.00002273613,0.000002843774,0.00002275561,0.0003915059,0.000009269406,0.0002757248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008908839,"threshold_uncertainty_score":0.00177145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087059905","doi":"10.1111/j.1529-8817.2006.00161.x","title":"MOLECULAR PHYLOGENY OF SELECTED MEMBERS OF THE ORDER THALASSIOSIRALES (BACILLARIOPHYTA) AND EVOLUTION OF THE FULTOPORTULA<sup>1</sup>","year":2006,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Allison University","funders":"","keywords":"Biology; Phylogenetic tree; Paraphyly; Genus; Clade; Sister group; Context (archaeology); Diatom; Evolutionary biology; Molecular phylogenetics; Zoology; Taxon; Botany; Paleontology; Genetics","authors":[{"name":"Irena Kaczmarska","is_ca":true},{"name":"Margaret J. Beaton","is_ca":true},{"name":"Anita C. Benoit","is_ca":true},{"name":"Linda Medlin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006454281707348255,"gpt":0.2324881168605601,"spread":0.2260338351532118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001636802,0.0002937812,0.0001706457,0.0008011628,0.0004207944,0.0004223971,0.0001967418,0.0002729982,0.0007537425],"category_scores_gemma":[0.0004602614,0.0001485218,0.0001520229,0.000502392,0.0002296897,0.000223163,0.0003404449,0.0002431399,0.0002678774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002626257,"about_ca_system_score_gemma":0.0001876311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002644869,"about_ca_topic_score_gemma":0.005740089,"domain_scores_codex":[0.9998888,0.0000171834,0.00001023151,0.00003964459,0.00001925981,0.00002480072],"domain_scores_gemma":[0.9997332,0.00005092131,0.0001048797,0.00001907254,0.00004403906,0.00004785033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002711193,0.00002821292,0.2995468,0.000130443,0.00008471294,0.0002946079,0.001123904,0.0003910974,0.6645766,0.0002083723,0.00006290925,0.03328117],"study_design_scores_gemma":[0.000003281841,0.0001055103,0.9927061,0.00001746936,0.00003104112,0.0003643819,0.0003140069,0.0005140958,0.00419572,0.0000513717,0.001689696,0.000007409425],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999017,0.0003154677,0.0001769517,0.000007733402,0.000001012963,0.00000432932,0.0000771154,0.000006457532,0.0003939362],"genre_scores_gemma":[0.9978124,0.0002415239,0.0009332459,0.00001597083,0.000002633369,0.00001680447,0.0006063106,0.000005328548,0.0003658122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002644869,"threshold_uncertainty_score":0.005258977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153032135","doi":"10.1371/journal.pone.0075653","title":"Diatom Proteomics Reveals Unique Acclimation Strategies to Mitigate Fe Limitation","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Office of Polar Programs; National Institute of Environmental Health Sciences; Natural Sciences and Engineering Research Council of Canada; University of Washington; Marsden Fund; National Institutes of Health; National Science Foundation","keywords":"Thalassiosira pseudonana; Diatom; Phytoplankton; Acclimatization; Biology; Biogeochemistry; Photosynthesis; Photorespiration; Proteomics; Pentose phosphate pathway; Environmental chemistry; Botany; Chemistry; Biochemistry; Ecology; Metabolism; Nutrient; Gene; Glycolysis","authors":[{"name":"Brook L. Nunn","is_ca":false},{"name":"Jessica Faux","is_ca":false},{"name":"Anna A. Hippmann","is_ca":true},{"name":"María T. Maldonado","is_ca":true},{"name":"H. Rodger Harvey","is_ca":false},{"name":"David R. Goodlett","is_ca":false},{"name":"Philip W. Boyd","is_ca":false},{"name":"Robert F. Strzepek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05920210690842027,"gpt":0.2746901522149874,"spread":0.2154880453065671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001374336,0.0002364988,0.000191434,0.0001568329,0.0002434832,0.0004290626,0.0001568657,0.0003476816,0.000341518],"category_scores_gemma":[0.0001582882,0.0001414493,0.0001922099,0.0001466177,0.0001548254,0.0003863537,0.0002813769,0.0003832231,0.0001703507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003115269,"about_ca_system_score_gemma":0.0001678778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009453015,"about_ca_topic_score_gemma":0.001977764,"domain_scores_codex":[0.9999096,0.000005663921,0.00000820994,0.00004207366,0.00002025558,0.00001414577],"domain_scores_gemma":[0.9999338,0.000008614727,0.00001847082,0.000009776121,0.00001361922,0.00001565086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002382833,0.000005625662,0.001041643,0.000009960465,0.000001955646,0.00002204767,0.00001868266,0.00001546788,0.9980232,0.00001813544,0.00001668836,0.0008028917],"study_design_scores_gemma":[0.00001786864,0.000329645,0.376179,0.00001262155,0.00003830616,0.0006766161,0.0004713925,0.002542775,0.6149171,0.0003215498,0.004468453,0.00002466582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972489,0.0003204016,0.001321917,0.0001089188,0.00001275516,0.00001041862,0.0002595869,0.0000265298,0.0006906262],"genre_scores_gemma":[0.9946295,0.0005174496,0.002338641,0.0001870366,0.000009489113,0.0000195136,0.0005769341,0.00001336458,0.001707973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009453015,"threshold_uncertainty_score":0.002260268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046254507","doi":"10.1111/j.1365-2699.2004.01143.x","title":"Freshwater diatom biogeography in the Canadian Arctic Archipelago","year":2004,"lang":"en","type":"article","venue":"Journal of Biogeography","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Museum of Nature; Carleton University; University of Ottawa","funders":"Division of Environmental Biology; University of Guelph; Arctic Institute of North America","keywords":"Diatom; Species richness; Arctic; Taxon; Ecology; Biogeography; Rarefaction (ecology); Archipelago; Abundance (ecology); Ordination; Geography; Oceanography; Biology; Geology","authors":[{"name":"Giselle Bouchard","is_ca":true},{"name":"Konrad Gajewski","is_ca":true},{"name":"Paul B. Hamilton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0132446759946098,"gpt":0.250410373464787,"spread":0.2371656974701772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002682306,0.0002614243,0.0002547899,0.003388244,0.002448024,0.001099268,0.0003403252,0.0001498044,0.000879737],"category_scores_gemma":[0.0005232637,0.0001917214,0.0002071522,0.004176905,0.0005514966,0.0002135358,0.0005127217,0.0001894829,0.0000713242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01056483,"about_ca_system_score_gemma":0.008691481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9836759,"about_ca_topic_score_gemma":0.9942469,"domain_scores_codex":[0.9997674,0.0000161911,0.000010062,0.00005453772,0.00007134554,0.00008051901],"domain_scores_gemma":[0.9995306,0.00002544757,0.00007809751,0.000009209874,0.0002503247,0.0001064138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001240002,0.00001517476,0.9720334,0.0001190984,0.0001198423,0.0001640473,0.002103517,0.000572854,0.003787772,0.0003921847,0.001109333,0.01945883],"study_design_scores_gemma":[0.000001178769,0.000003284825,0.9983068,0.00001418286,0.00001021509,0.00002375955,0.0005223835,0.0001274491,0.00006341351,0.00001648914,0.0009067645,0.000004022757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944483,0.001383269,0.0001200104,0.0001207988,0.000006367378,0.00001048658,0.001358434,0.0000102661,0.002542063],"genre_scores_gemma":[0.9977719,0.0007481546,0.0002476116,0.00002894419,0.000002893695,0.000006078853,0.0005931633,0.000003862705,0.0005973673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0163241,"threshold_uncertainty_score":0.0766536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063036391","doi":"10.1007/s002940100205","title":"Highly efficient expression of rabbit neutrophil peptide-1 gene in Chlorella ellipsoidea cells","year":2001,"lang":"en","type":"article","venue":"Current Genetics","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":94,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Genetics","funders":"","keywords":"Biology; Gene; Gene expression; Molecular biology; Chlorella; Promoter; Transgene; Biochemistry; Botany; Algae","authors":[{"name":"Ying Chen","is_ca":true},{"name":"Yiqin Wang","is_ca":false},{"name":"Yongru Sun","is_ca":false},{"name":"Liming Zhang","is_ca":false},{"name":"Wenbin Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02721769743993468,"gpt":0.287316575253041,"spread":0.2600988778131063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002204718,0.000305834,0.0002234824,0.0001279791,0.0001837753,0.0003475631,0.0002416176,0.0002984267,0.0006362916],"category_scores_gemma":[0.000130701,0.0001788664,0.0002524485,0.0001543501,0.000221031,0.000263704,0.00036868,0.0007298482,0.000404857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004437345,"about_ca_system_score_gemma":0.0002969973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009753811,"about_ca_topic_score_gemma":0.001581317,"domain_scores_codex":[0.9998524,0.00001481089,0.0000145184,0.00003164621,0.00004492852,0.00004160927],"domain_scores_gemma":[0.9998904,0.00003068707,0.00002099136,0.00002299745,0.00001284984,0.00002201908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001802056,0.000004192174,0.00004423997,0.00001601859,8.27195e-7,0.000009112559,0.000009512458,0.00001722929,0.999549,0.00006545499,0.000009667814,0.0002568294],"study_design_scores_gemma":[0.00001040548,0.00003914816,0.001638836,0.000004325133,0.000005812992,0.00007203766,0.00002264808,0.0003852816,0.9961233,0.00003060999,0.001664371,0.000003217024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899976,0.0007694546,0.006726421,0.0001007344,0.00004314144,0.00004655458,0.0005291323,0.00006115447,0.001725764],"genre_scores_gemma":[0.9861218,0.0006043816,0.005989801,0.00004559421,0.000009290151,0.00003556351,0.001470173,0.00004081734,0.00568264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009753811,"threshold_uncertainty_score":0.003219604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979559202","doi":"10.1046/j.1529-8817.2003.02153.x","title":"PERIPHYTIC DIATOM ASSEMBLAGES FROM ULTRA‐OLIGOTROPHIC AND UV TRANSPARENT LAKES AND PONDS ON VICTORIA ISLAND AND COMPARISONS WITH OTHER DIATOM SURVEYS IN THE CANADIAN ARCTIC<sup>1</sup>","year":2003,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Diatom; Arctic; Biology; Ecology; Nitzschia; Habitat; Moss; Benthic zone; Latitude; Sediment; Navicula; Taxon; Algae; Oceanography; Phytoplankton; Geography; Geology; Nutrient","authors":[{"name":"Neal Michelutti","is_ca":true},{"name":"Anita J. Holtham","is_ca":true},{"name":"Marianne S. V. Douglas","is_ca":true},{"name":"John P. Smol","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02321316104115874,"gpt":0.2727757085958942,"spread":0.2495625475547354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002455057,0.0002558449,0.0002727947,0.0017182,0.001968373,0.0007541081,0.0003606837,0.0002365579,0.00048086],"category_scores_gemma":[0.0005290043,0.0003080786,0.000254005,0.002166336,0.0006119824,0.000215088,0.0009105804,0.0001796245,0.00008792607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004075538,"about_ca_system_score_gemma":0.002703153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7767611,"about_ca_topic_score_gemma":0.9292949,"domain_scores_codex":[0.9996175,0.00002785059,0.00002727069,0.00007053,0.0001213906,0.0001354288],"domain_scores_gemma":[0.9995424,0.00002966878,0.0001202844,0.0000146156,0.0001461902,0.0001469889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001113519,0.00001594316,0.9832612,0.00004238024,0.00003914948,0.00009253563,0.00281136,0.00007813214,0.007401573,0.00003278691,0.00007908518,0.006034459],"study_design_scores_gemma":[8.105349e-7,0.000008378738,0.9992588,0.000003463,0.000005832046,0.00002227445,0.0004270508,0.00005028547,0.00009485507,0.000002820102,0.0001236713,0.000001784435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999571,0.00006695311,0.00002404628,0.000004220472,4.167081e-7,0.00000309206,0.0001037098,9.766652e-7,0.0002256629],"genre_scores_gemma":[0.9988145,0.0001274517,0.0002201292,0.00001158083,0.000001132264,0.000006764245,0.0004247214,0.000001580935,0.0003920452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2232389,"threshold_uncertainty_score":0.4491072,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981575906","doi":"10.1139/f06-084","title":"A diatom-based index for the biological assessment of eastern Canadian rivers: an application of correspondence analysis (CA)","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":90,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Natural Sciences and Engineering Research Council of Canada; University of Warwick; Ministerio del Ambiente, Agua y Transición Ecológica","keywords":"Diatom; Index (typography); Position (finance); Community structure; STREAMS; Value (mathematics); Statistics; Ecology; Environmental science; Mathematics; Computer science; Biology","authors":[{"name":"Isabelle Lavoie","is_ca":false},{"name":"Stéphane Campeau","is_ca":false},{"name":"Martine Grenier","is_ca":false},{"name":"Peter J. Dillon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03419721833634161,"gpt":0.2997058243128611,"spread":0.2655086059765195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001460799,0.0006216274,0.0004850205,0.005734671,0.001696646,0.001734798,0.0007197,0.000336138,0.001256361],"category_scores_gemma":[0.003993518,0.0002257594,0.000425454,0.007344293,0.0005036867,0.0006516479,0.001028687,0.0005072097,0.0001746742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005701056,"about_ca_system_score_gemma":0.008248836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4873243,"about_ca_topic_score_gemma":0.654726,"domain_scores_codex":[0.9986803,0.00010881,0.00008434211,0.000193037,0.0008267171,0.000106831],"domain_scores_gemma":[0.9982839,0.0001992424,0.0001747199,0.00009028311,0.00112189,0.0001300248],"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":[0.0001927027,0.000142696,0.4320865,0.0004146228,0.0003713295,0.0002163905,0.0009132592,0.03277951,0.02129672,0.01272194,0.006128456,0.4927358],"study_design_scores_gemma":[0.00003605347,0.0001740312,0.7495946,0.00006992935,0.0002307012,0.0003760374,0.000956341,0.2056803,0.01341083,0.00621899,0.02304401,0.0002081992],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5397288,0.001121222,0.4192654,0.0002981462,0.00008165016,0.001012801,0.006054485,0.00104666,0.03139093],"genre_scores_gemma":[0.7203982,0.0002995651,0.2739794,0.00003534641,0.00001863423,0.0002759332,0.001754756,0.00008581495,0.003152408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5126756,"threshold_uncertainty_score":0.9689755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068252521","doi":"10.1016/j.scitotenv.2012.02.057","title":"A mine of information: Benthic algal communities as biomonitors of metal contamination from abandoned tailings","year":2012,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":89,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Tailings; Biomonitoring; Environmental chemistry; Diatom; Cadmium; Environmental science; Periphyton; Benthic zone; Contamination; Bioindicator; Zinc; Trace metal; Ecology; Algae; Metal; Chemistry; Biology","authors":[{"name":"Isabelle Lavoie","is_ca":true},{"name":"Michel Lavoie","is_ca":true},{"name":"Claude Fortin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01437195255508889,"gpt":0.245342401863119,"spread":0.2309704493080301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003500952,0.0004240967,0.0005025139,0.004290907,0.002042108,0.006075377,0.0007759092,0.001741296,0.002332496],"category_scores_gemma":[0.01388089,0.0005518789,0.0003974834,0.003837555,0.002014681,0.006892614,0.001989679,0.001479134,0.0005570228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074648,"about_ca_system_score_gemma":0.002300617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003007441,"about_ca_topic_score_gemma":0.006563183,"domain_scores_codex":[0.9987738,0.0003495834,0.0002010667,0.0001318911,0.0004724781,0.0000711697],"domain_scores_gemma":[0.9866807,0.006763591,0.001549543,0.00156599,0.002894129,0.0005461167],"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":[0.001668033,0.0004317829,0.2018228,0.001439522,0.0003907129,0.001726394,0.006918667,0.002373246,0.05242652,0.04022161,0.0691633,0.6214174],"study_design_scores_gemma":[0.0002237613,0.001407388,0.2730481,0.005013383,0.001593638,0.005882192,0.02271459,0.01681554,0.1084051,0.2815388,0.2829746,0.0003829213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7067069,0.03373189,0.04735306,0.1633218,0.001849161,0.0002302009,0.009947784,0.000529292,0.03632984],"genre_scores_gemma":[0.9254654,0.01892704,0.03090453,0.01009486,0.001550848,0.00007275541,0.001445216,0.00007333708,0.011466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006075377,"threshold_uncertainty_score":0.01851505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W180526896","doi":"10.1023/a:1011461727835","title":"Stream epilithic, epipelic and epiphytic diatoms: habitat fidelity and use in biomonitoring","year":2000,"lang":"en","type":"article","venue":"Aquatic Ecology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":86,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Ordination; Epiphyte; Canonical correspondence analysis; Habitat; Diatom; Ecology; River ecosystem; Water quality; STREAMS; Periphyton; Total suspended solids; Environmental science; Indicator species; Alkalinity; Biomonitoring; Biology; Algae; Chemical oxygen demand; Chemistry","authors":[{"name":"Jennifer G. Winter","is_ca":true},{"name":"H. C. Duthie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02245246740328156,"gpt":0.2914292377541572,"spread":0.2689767703508757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007263608,0.0001277812,0.000163492,0.000467664,0.0004355911,0.0004985668,0.0002706757,0.0003241455,0.00100044],"category_scores_gemma":[0.00250609,0.0001769313,0.0001507488,0.0003943054,0.0003965005,0.0004857745,0.0005068656,0.0002544422,0.0001173277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002898556,"about_ca_system_score_gemma":0.0001801121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01127561,"about_ca_topic_score_gemma":0.03505092,"domain_scores_codex":[0.9996786,0.000124098,0.00002584152,0.00007617201,0.00005427714,0.00004099969],"domain_scores_gemma":[0.9987748,0.0004799553,0.000387909,0.0001093524,0.0001176438,0.0001302655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008514571,0.00002786353,0.9943386,0.000008039417,0.00002449518,0.00001272422,0.0001659119,0.00006603249,0.001137519,0.00003038232,0.00002087073,0.004082339],"study_design_scores_gemma":[8.480462e-7,0.00003996591,0.9991009,0.000002385151,0.000009751225,0.00008247727,0.000163284,0.0002774309,0.0002383286,0.00002466158,0.00005820338,0.000001681802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996281,0.0000651727,0.00009765106,0.000007049024,4.730485e-7,0.000002147142,0.0000310477,6.487981e-7,0.0001676631],"genre_scores_gemma":[0.9995883,0.00004274323,0.0001780616,0.000005542989,8.942143e-7,0.000002451951,0.00004026886,8.899843e-7,0.000140905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01127561,"threshold_uncertainty_score":0.02241999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082190068","doi":"10.1016/j.scitotenv.2013.10.018","title":"Achnanthidium minutissimum (Bacillariophyta) valve deformities as indicators of metal enrichment in diverse widely-distributed freshwater habitats","year":2014,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":85,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Provincia Autonoma di Trento; Agence Nationale de la Recherche","keywords":"Benthic zone; Trace metal; Environmental chemistry; Habitat; Environmental science; Contamination; Sediment; Biomonitoring; Diatom; Metal; Geology; Ecology; Biology; Chemistry; Paleontology","authors":[{"name":"Marco Cantonati","is_ca":false},{"name":"Nicola Angeli","is_ca":false},{"name":"Laura Virtanen","is_ca":false},{"name":"Agata Z. Wojtal","is_ca":false},{"name":"Jacopo Gabrieli","is_ca":false},{"name":"Elisa Falasco","is_ca":false},{"name":"Isabelle Lavoie","is_ca":true},{"name":"Soizic Morin","is_ca":false},{"name":"Aldo Marchetto","is_ca":false},{"name":"Claude Fortin","is_ca":true},{"name":"S. V. Smirnova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01051323995902889,"gpt":0.2317805516096797,"spread":0.2212673116506508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001597607,0.0003115346,0.0002658863,0.0008351715,0.0004414959,0.000414197,0.0002768642,0.0004229453,0.0003203191],"category_scores_gemma":[0.0002758913,0.0002169193,0.000137572,0.0005587499,0.0002730039,0.0002735589,0.0006028257,0.0002153382,0.00009688074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456433,"about_ca_system_score_gemma":0.0001624631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00472097,"about_ca_topic_score_gemma":0.009307765,"domain_scores_codex":[0.9998075,0.00002936831,0.00001590542,0.00006468096,0.00004224473,0.00004038747],"domain_scores_gemma":[0.9998143,0.00002756473,0.00007137789,0.00000994199,0.0000340795,0.00004268425],"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":[0.0005591856,0.00005711,0.1547246,0.00007252843,0.0000385804,0.000124157,0.0005126902,0.0001792456,0.838729,0.00004610648,0.00002811158,0.004928729],"study_design_scores_gemma":[0.000007036858,0.0002086194,0.9734655,0.000003508282,0.00002335557,0.0002137509,0.0004853574,0.0004065047,0.02488923,0.00002742652,0.0002625115,0.000007246619],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996101,0.00006488428,0.00009430871,0.000003320556,0.00000109383,0.000002564195,0.00007205862,0.000002775127,0.0001489953],"genre_scores_gemma":[0.9991403,0.00004648924,0.0003622948,0.000007401418,0.00000112155,0.000007933266,0.0001308475,0.000001567657,0.0003021334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00472097,"threshold_uncertainty_score":0.009386957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W594432722","doi":"","title":"Freshwater diatoms from northern Québec and Labrador (Canada) : species-environment relationships in lakes of boreal forest, forest-tundra and tundra regions","year":2000,"lang":"en","type":"book","venue":"J. Cramer eBooks","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":83,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tundra; Taiga; Ecology; Geography; Boreal; Arctic; Physical geography; Forestry; Environmental science; Biology","authors":[{"name":"Marie-Andrée Fallu","is_ca":false},{"name":"Nancie Allaire","is_ca":false},{"name":"Reinhard Pienitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01691175453334065,"gpt":0.2050333080159662,"spread":0.1881215534826256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001552895,0.0004486567,0.0003283926,0.001848148,0.001418924,0.0006600592,0.0007330477,0.0002395706,0.005885134],"category_scores_gemma":[0.0002265428,0.0001824294,0.0001705731,0.005893812,0.0003995913,0.0002853038,0.0002788063,0.0002028964,0.000819013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0128845,"about_ca_system_score_gemma":0.006537881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9789149,"about_ca_topic_score_gemma":0.9964684,"domain_scores_codex":[0.9999229,0.000002885213,0.000004024929,0.00001623384,0.00003607399,0.0000178509],"domain_scores_gemma":[0.9998143,0.00002192466,0.00001677376,0.000004662482,0.0001109191,0.00003132254],"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":[0.0003752889,0.00005497052,0.1701251,0.00161471,0.0001506715,0.0007904851,0.004348408,0.002856632,0.01160715,0.003585038,0.1878719,0.6166197],"study_design_scores_gemma":[0.00001426099,0.00004214711,0.8179414,0.0002133568,0.00005582004,0.0004520658,0.001292415,0.0005047715,0.001483025,0.0004524208,0.1775115,0.00003672752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5194698,0.2410813,0.003391788,0.003386189,0.0005952794,0.0002524076,0.08341039,0.000625441,0.1477873],"genre_scores_gemma":[0.5668114,0.08134014,0.005667021,0.0007325842,0.0001005799,0.0001173728,0.03698656,0.0001231287,0.3081211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02108514,"threshold_uncertainty_score":0.09348398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004066127","doi":"10.1021/ja027302g","title":"Substrate-Facilitated Assembly of Elastin-Like Peptides:  Studies by Variable-Temperature in Situ Atomic Force Microscopy","year":2002,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Chemistry; Elastin; Substrate (aquarium); Atomic force microscopy; In situ; Peptide; Crystallography; Microscopy; Layer (electronics); Chemical engineering; Biophysics; Stereochemistry; Nanotechnology; Biochemistry; Organic chemistry; Optics","authors":[{"name":"Guocheng Yang","is_ca":true},{"name":"Kimberly A. Woodhouse","is_ca":true},{"name":"Christopher M. Yip","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01754111779006249,"gpt":0.290828845969329,"spread":0.2732877281792665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001643413,0.0002455286,0.0001803938,0.00008062639,0.0001885879,0.0002398041,0.0001700218,0.0002538813,0.0005815623],"category_scores_gemma":[0.000237381,0.0002138884,0.0001205213,0.00008040036,0.0002135627,0.0002684954,0.0001419379,0.0004490198,0.0001767679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992998,"about_ca_system_score_gemma":0.00008891603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005494404,"about_ca_topic_score_gemma":0.0008637745,"domain_scores_codex":[0.9999149,0.00001258625,0.000004690197,0.00002092071,0.0000289713,0.00001804099],"domain_scores_gemma":[0.9998403,0.00005923201,0.00004362916,0.00001490186,0.00002431749,0.00001765701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001059768,0.000003774567,0.00005271543,0.00000895013,0.000001283705,0.00002747234,0.00001994089,0.00004339877,0.9995613,0.00002437085,0.000005878142,0.0002403429],"study_design_scores_gemma":[0.000005380538,0.00004554888,0.001969413,0.000001721272,0.000002885917,0.00008751229,0.00002313822,0.001450902,0.9959273,0.00001444812,0.0004682885,0.000003546743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939966,0.0003440965,0.004909636,0.0000282898,0.000007620621,0.00001438972,0.00005927668,0.00003885855,0.0006011956],"genre_scores_gemma":[0.9930887,0.0003067677,0.005624797,0.00001965259,0.000005413411,0.00001854315,0.00008015102,0.00002027875,0.000835733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005815623,"threshold_uncertainty_score":0.001945496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019775451","doi":"10.1016/j.scitotenv.2013.04.092","title":"Using diatoms to monitor stream biological integrity in Eastern Canada: An overview of 10 years of index development and ongoing challenges","year":2013,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":82,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Ministry of the Environment, Conservation and Parks; Institut National de la Recherche Scientifique; Université du Québec à Trois-Rivières","funders":"Fondation de la faune du Québec; Groupe de recherche interuniversitaire en limnologie; Fonds Québécois de la Recherche sur la Nature et les Technologies; Natural Sciences and Engineering Research Council of Canada; Ontario Power Generation","keywords":"Diatom; Eutrophication; Environmental science; Water quality; Index (typography); Pollution; Nutrient; Range (aeronautics); Biomonitoring; Hydrology (agriculture); Physical geography; Ecology; Geography; Biology; Computer science; Geology; Engineering","authors":[{"name":"Isabelle Lavoie","is_ca":false},{"name":"Stéphane Campeau","is_ca":true},{"name":"Natasa Zugic-Drakulic","is_ca":false},{"name":"Jennifer G. Winter","is_ca":true},{"name":"Claude Fortin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09687944138521573,"gpt":0.2990339114622781,"spread":0.2021544700770624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008667137,0.0009339543,0.001339277,0.005452514,0.002438107,0.00499539,0.002200151,0.0009506222,0.0005902562],"category_scores_gemma":[0.003762501,0.000420106,0.0005850259,0.009496611,0.001610276,0.001775644,0.001895669,0.001097779,0.0001623404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02230024,"about_ca_system_score_gemma":0.03583542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8888212,"about_ca_topic_score_gemma":0.9657873,"domain_scores_codex":[0.9964455,0.0002949328,0.0003077838,0.0005012528,0.002084416,0.0003661795],"domain_scores_gemma":[0.9898661,0.0008087499,0.0006404126,0.0001893874,0.007922104,0.000573253],"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":[0.0001716718,0.0001276628,0.3127907,0.002683481,0.0002747193,0.0002211877,0.002057433,0.001566519,0.008115896,0.001470688,0.004724935,0.6657952],"study_design_scores_gemma":[0.000024349,0.0004502606,0.6459748,0.002904148,0.0006502601,0.0006372423,0.008595907,0.005163989,0.02154272,0.0023589,0.3114334,0.0002641203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2923176,0.6023257,0.03176487,0.009796786,0.000692982,0.0008592419,0.006799497,0.0005584362,0.05488484],"genre_scores_gemma":[0.4424802,0.4423066,0.09300368,0.002699316,0.0003141982,0.0002127494,0.003478308,0.0001726719,0.01533231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1111788,"threshold_uncertainty_score":0.223667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147414892","doi":"10.1186/gb-2008-9-11-r161","title":"Encapsulated in silica: genome, proteome and physiology of the thermophilic bacterium Anoxybacillus flavithermus WK1","year":2008,"lang":"en","type":"article","venue":"Genome biology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Los Alamos National Laboratory; U.S. National Library of Medicine; National Nuclear Security Administration; National Institutes of Health; U.S. Department of Energy","keywords":"Thermophile; Biology; Proteome; Genome Biology; Human genetics; Genome; Bacteria; Computational biology; Evolutionary biology; Genetics; Genomics; Gene","authors":[{"name":"Jimmy H. Saw","is_ca":false},{"name":"Bruce W. Mountain","is_ca":false},{"name":"Lu Feng","is_ca":false},{"name":"Marina V. Omelchenko","is_ca":false},{"name":"Shaobin Hou","is_ca":false},{"name":"Jennifer A. Saito","is_ca":false},{"name":"Matthew B. Stott","is_ca":false},{"name":"Dan Li","is_ca":false},{"name":"Guang Zhao","is_ca":false},{"name":"Junli Wu","is_ca":false},{"name":"Michael Y. Galperin","is_ca":false},{"name":"Eugene V. Koonin","is_ca":false},{"name":"Kira S. Makarova","is_ca":false},{"name":"Yuri I. Wolf","is_ca":false},{"name":"Daniel J. Rigden","is_ca":false},{"name":"Peter F. Dunfield","is_ca":true},{"name":"Lei Wang","is_ca":false},{"name":"M. Shahid Alam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01743779605731665,"gpt":0.2375822622688524,"spread":0.2201444662115357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001157711,0.0006271451,0.000594389,0.0005902014,0.0003249358,0.0004569185,0.0003215006,0.0004687676,0.0006074808],"category_scores_gemma":[0.0004038172,0.0002264091,0.000668508,0.001058806,0.000183332,0.0003418913,0.0003026555,0.0004301616,0.0005847581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000390034,"about_ca_system_score_gemma":0.0004634727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01352589,"about_ca_topic_score_gemma":0.007198687,"domain_scores_codex":[0.9998802,0.00000608686,0.000009273638,0.0000439362,0.00004070338,0.00001978325],"domain_scores_gemma":[0.999782,0.00004536978,0.00007034183,0.00001796655,0.00004835477,0.00003589668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004102507,0.00006275644,0.007708772,0.0004055005,0.00003874359,0.0001986999,0.0002868147,0.0004126875,0.9821681,0.00002661942,0.0001811353,0.0080999],"study_design_scores_gemma":[0.00006025069,0.0007591965,0.8729333,0.0001229165,0.0003778691,0.002415947,0.0008333591,0.003397591,0.109571,0.0001473285,0.009301493,0.00007980366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814363,0.001764683,0.001165712,0.0001418879,0.00001556021,0.00004467346,0.01477634,0.00008017899,0.0005746537],"genre_scores_gemma":[0.9103686,0.003235754,0.008159883,0.0001372754,0.00002724454,0.0001225343,0.07545648,0.0001177895,0.002374501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01352589,"threshold_uncertainty_score":0.02689427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026797709","doi":"10.1007/s10750-008-9432-y","title":"Geothermal diatoms: a comparative study of floras in hot spring systems of Iceland, New Zealand, and Kenya","year":2008,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":81,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Saskatchewan","funders":"","keywords":"Nitzschia; Navicula; Diatom; Biology; Botany; Ecology; Algae; Phytoplankton; Nutrient","authors":[{"name":"R. Bernhart Owen","is_ca":false},{"name":"Robin W. Renaut","is_ca":true},{"name":"Brian Jones","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04389662238583178,"gpt":0.2867479971291393,"spread":0.2428513747433076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002132976,0.0002714379,0.0003384981,0.003087874,0.002222781,0.0007644118,0.0002925048,0.0002455469,0.00156972],"category_scores_gemma":[0.0005004365,0.0002483553,0.0002100861,0.003653889,0.0008953388,0.0006356584,0.0008201564,0.0001743236,0.0001539782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002679585,"about_ca_system_score_gemma":0.001673704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2630123,"about_ca_topic_score_gemma":0.6157917,"domain_scores_codex":[0.999811,0.00001885359,0.00001737838,0.00003954786,0.00003211378,0.00008114788],"domain_scores_gemma":[0.9996645,0.00004522898,0.0001034551,0.00001199688,0.00007983902,0.00009500851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006581243,0.0001098508,0.9166484,0.0003819881,0.000108788,0.0008982343,0.03440205,0.00009924496,0.03060758,0.0003343122,0.0001592286,0.01559214],"study_design_scores_gemma":[0.000002691221,0.00003664582,0.9951625,0.000008841012,0.00001130886,0.0001431748,0.004127153,0.00001816939,0.0001369935,0.000007762253,0.0003414862,0.000003203206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990977,0.0001623356,0.00002141484,0.000009150313,6.095019e-7,0.000009840146,0.0001074436,5.690433e-7,0.0005909425],"genre_scores_gemma":[0.9987582,0.000417925,0.0001535428,0.00001313601,0.000001451386,0.00001273548,0.0002126192,0.000001453847,0.0004290301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2630123,"threshold_uncertainty_score":0.5229629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2231598076","doi":"10.3394/0380-1330(2006)32[321:dwtffg]2.0.co;2","title":"Diatom-based Weighted-averaging Transfer Functions for Great Lakes Coastal Water Quality: Relationships to Watershed Characteristics","year":2006,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":78,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Diatom; Water quality; Watershed; Environmental science; Hydrology (agriculture); Shore; Latitude; Ecology; Oceanography; Geography; Biology; Geology","authors":[{"name":"Euan D. Reavie","is_ca":false},{"name":"Richard P Axler","is_ca":false},{"name":"Gerald V. Sgro","is_ca":false},{"name":"Nicholas P. Danz","is_ca":false},{"name":"John C. Kingston","is_ca":false},{"name":"Amy R. Kireta","is_ca":false},{"name":"Terry N. Brown","is_ca":false},{"name":"Thomas Hollenhorst","is_ca":false},{"name":"Michael J. Ferguson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08503725380967496,"gpt":0.3456871476696097,"spread":0.2606498938599348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008361632,0.0003103305,0.0001548599,0.0005122098,0.0001900134,0.000367873,0.0003162957,0.0003869436,0.0006219361],"category_scores_gemma":[0.003587833,0.0001273543,0.0002098431,0.0007210933,0.0001353753,0.0008745564,0.0002730346,0.0003272322,0.0001748717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004774277,"about_ca_system_score_gemma":0.0004753071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005507702,"about_ca_topic_score_gemma":0.006004116,"domain_scores_codex":[0.9999304,0.00001970599,0.000005253865,0.00001534199,0.00002111669,0.000008255791],"domain_scores_gemma":[0.9992212,0.000378327,0.00006080474,0.00005146915,0.0002614712,0.00002682886],"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":[0.001013721,0.0003878361,0.08647699,0.0002264592,0.0002079795,0.0001182169,0.0003350037,0.3646022,0.1712723,0.0021728,0.001395422,0.371791],"study_design_scores_gemma":[0.00003144302,0.0001028592,0.07382671,0.00001043721,0.00008291672,0.00007044511,0.00007074066,0.8967566,0.02718196,0.001376879,0.0004407537,0.0000481796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8798643,0.0001692031,0.1184848,0.00007867451,0.00001480769,0.00003052939,0.0001615428,0.0003557912,0.0008404278],"genre_scores_gemma":[0.9743897,0.0001237674,0.02469142,0.00002057726,0.000008285605,0.00002882972,0.0002217069,0.00004192524,0.0004738578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005507702,"threshold_uncertainty_score":0.01095128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036496404","doi":"10.1139/f07-152","title":"<i>Didymosphenia</i> <i>geminata</i> in two Alberta headwater rivers: an emerging invasive species that challenges conventional views on algal bloom development","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Water Network","keywords":"Bloom; Diatom; Ecology; Algal bloom; Invasive species; Biomass (ecology); Biology; Environmental science; Nutrient; Phytoplankton","authors":[{"name":"Andrea E. Kirkwood","is_ca":false},{"name":"Troina B. Shea","is_ca":false},{"name":"Leland J. Jackson","is_ca":false},{"name":"Edward McCauley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07511763400940996,"gpt":0.2963611438965276,"spread":0.2212435098871176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003456222,0.0002210736,0.0002564373,0.0007055451,0.001972666,0.0009439011,0.0005809734,0.0004535824,0.0003037711],"category_scores_gemma":[0.0003212788,0.0001620914,0.0001663614,0.0008603901,0.0008036122,0.0002034351,0.0004898473,0.000491381,0.00006275866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004900808,"about_ca_system_score_gemma":0.002564526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7946101,"about_ca_topic_score_gemma":0.9430156,"domain_scores_codex":[0.999707,0.0000284223,0.00001093444,0.00006253691,0.0001034265,0.0000876232],"domain_scores_gemma":[0.9997079,0.00002946997,0.00007265707,0.000009985238,0.00009820494,0.00008178525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002069909,0.0001241414,0.9482774,0.00004938117,0.00004556162,0.001604817,0.005820031,0.000460535,0.02695793,0.0002317092,0.0004873452,0.01573422],"study_design_scores_gemma":[0.00000284687,0.00004687524,0.9932636,0.000007033576,0.00001390883,0.0001412323,0.004655161,0.000245975,0.0006419884,0.00003174064,0.0009409013,0.000008804757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989147,0.0001145973,0.00009170656,0.00007178093,0.000003254872,0.000007951871,0.00007323591,0.000004791306,0.0007180719],"genre_scores_gemma":[0.9985037,0.0001116809,0.0004172738,0.00008485236,0.000002772129,0.000004679242,0.0001782905,0.000001780577,0.00069513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2053899,"threshold_uncertainty_score":0.4131988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990742874","doi":"10.1007/s10853-006-0297-z","title":"Bacterial cellulose/silica hybrid fabricated by mimicking biocomposites","year":2006,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":77,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"BC Hydro","keywords":"Materials science; Silanol; Ultimate tensile strength; Bacterial cellulose; Cellulose; Composite material; Young's modulus; Sol-gel; Silica gel; Hybrid material; Biocomposite; Chemical engineering; Composite number; Chemistry; Organic chemistry; Nanotechnology","authors":[{"name":"Hideaki Maeda","is_ca":false},{"name":"Megumi Nakajima","is_ca":false},{"name":"Toshiki Hagiwara","is_ca":false},{"name":"Takashi Sawaguchi","is_ca":false},{"name":"Shoichiro Yano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01065442676716887,"gpt":0.2554915356358356,"spread":0.2448371088686667,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001665295,0.0004240102,0.0002598347,0.0003602736,0.0002347188,0.0004795998,0.0003440047,0.0005821458,0.0009351443],"category_scores_gemma":[0.0001996537,0.0003370026,0.0003450161,0.0001944214,0.000256366,0.0003056897,0.0002242055,0.0003777949,0.0004019858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004792634,"about_ca_system_score_gemma":0.0002261036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008077815,"about_ca_topic_score_gemma":0.00219948,"domain_scores_codex":[0.9998785,0.000006202832,0.000008647727,0.00003295325,0.00003886316,0.00003471014],"domain_scores_gemma":[0.9998105,0.0000436276,0.00003716197,0.00002430501,0.00003134103,0.00005307927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003034749,0.000007901162,0.00006764686,0.00001659213,0.000005717132,0.00003718934,0.0000078791,0.0001220143,0.9991909,0.00007467787,0.00001527897,0.0004238446],"study_design_scores_gemma":[0.000005641711,0.00002766192,0.0005538294,0.000001910802,0.000006898525,0.00003684071,0.000007025703,0.0009369075,0.9980566,0.00001778864,0.0003452409,0.000003589039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908286,0.0005542041,0.005684876,0.00003897652,0.00007005705,0.00001698567,0.0001132845,0.0001965646,0.002496375],"genre_scores_gemma":[0.9913118,0.0002003314,0.006473025,0.00004164209,0.00001001022,0.00001570332,0.0001036793,0.00003699262,0.001806736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009351443,"threshold_uncertainty_score":0.003477335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128300263","doi":"10.1039/c2nr32716c","title":"Diatom frustules as light traps enhance DSSC efficiency","year":2012,"lang":"en","type":"article","venue":"Nanoscale","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Australian Research Council; Canada Research Chairs","keywords":"Dye-sensitized solar cell; Diatom; Trapping; Materials science; Nanotechnology; Photosynthesis; Energy conversion efficiency; Light energy; Optoelectronics; Ecology; Chemistry; Optics; Botany; Biology; Physics; Electrode","authors":[{"name":"Jeremiah Toster","is_ca":false},{"name":"K. Swaminathan Iyer","is_ca":false},{"name":"Wanchun Xiang","is_ca":false},{"name":"Federico Rosei","is_ca":true},{"name":"Leone Spiccia","is_ca":false},{"name":"Colin L. Raston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0120857373024144,"gpt":0.2893597640241888,"spread":0.2772740267217744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001991474,0.0004218543,0.0004519809,0.0002452233,0.0001855108,0.0003515933,0.000281923,0.000576755,0.00187168],"category_scores_gemma":[0.0002309024,0.0002262261,0.0002127271,0.0001987638,0.0001769197,0.0003110032,0.0002621166,0.0006657658,0.0005579857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854872,"about_ca_system_score_gemma":0.0001282221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018556,"about_ca_topic_score_gemma":0.002670399,"domain_scores_codex":[0.999858,0.00001375487,0.00001059047,0.00003394491,0.00003833108,0.00004522496],"domain_scores_gemma":[0.9998046,0.00009034143,0.00002589221,0.00001509249,0.00004146183,0.00002272131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000046277,0.00001278409,0.0001027318,0.00005519317,0.000004597521,0.00002547777,0.0000184224,0.0001675929,0.9984277,0.0000401241,0.00007566457,0.001023267],"study_design_scores_gemma":[0.000003051572,0.00004532687,0.0004008625,0.000004930568,0.000006500509,0.00001534867,0.000007740866,0.0006058511,0.9983175,0.000008695027,0.0005813157,0.000002806835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950829,0.001280866,0.001793583,0.000131473,0.00003527226,0.00002019319,0.0002379211,0.0001422262,0.001275623],"genre_scores_gemma":[0.994153,0.0008057323,0.002627378,0.00007032046,0.000005331076,0.00001986111,0.0001556395,0.00003599892,0.002126853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00187168,"threshold_uncertainty_score":0.006261349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3130403092","doi":"10.3389/fmars.2021.636613","title":"Diatoms Biotechnology: Various Industrial Applications for a Greener Tomorrow","year":2021,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Canada Excellence Research Chairs, Government of Canada; Mitacs; Canada Research Chairs","keywords":"Diatom; Sustainability; Frustule; Nanotechnology; Biotechnology; Biochemical engineering; Industrial biotechnology; Business; Engineering; Biology; Ecology; Materials science","authors":[{"name":"Nikunj Sharma","is_ca":true},{"name":"Daris P. Simon","is_ca":true},{"name":"Aracely Maribel Diaz-Garza","is_ca":true},{"name":"Elisa Fantino","is_ca":true},{"name":"Anis Messaabi","is_ca":true},{"name":"Fatma Meddeb‐Mouelhi","is_ca":true},{"name":"Hugo Germain","is_ca":true},{"name":"Isabel Desgagné‐Penix","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01900411819457111,"gpt":0.2748083557258768,"spread":0.2558042375313057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004222987,0.0005882092,0.0005514406,0.001102995,0.0005478635,0.001652132,0.0003375997,0.0008061174,0.005984155],"category_scores_gemma":[0.0002077165,0.0001692206,0.0004731076,0.001505319,0.0005894593,0.001574874,0.0008319693,0.00169964,0.002498005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077625,"about_ca_system_score_gemma":0.001137497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001094744,"about_ca_topic_score_gemma":0.003109975,"domain_scores_codex":[0.9998088,0.00002023578,0.00001490659,0.00004198493,0.00008640493,0.00002763274],"domain_scores_gemma":[0.9998962,0.00002075848,0.0000131052,0.000007164928,0.00003729887,0.00002545234],"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":[0.00015952,0.00007673787,0.0008637852,0.007190273,0.00005336062,0.00048303,0.0003597024,0.0003451639,0.09734383,0.0336437,0.03877561,0.8207053],"study_design_scores_gemma":[0.000005487544,0.00005994664,0.000697125,0.000538784,0.00002565416,0.0003041724,0.0001677373,0.00005441894,0.008639984,0.004628309,0.9848625,0.00001575583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004825419,0.946529,0.003117384,0.01041927,0.001795271,0.00002366636,0.0002275057,0.0001049643,0.03295741],"genre_scores_gemma":[0.02391397,0.9455576,0.005474596,0.003945085,0.0005764355,0.00002218744,0.0002888426,0.0000349945,0.02018626],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005984155,"threshold_uncertainty_score":0.02001899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051586404","doi":"10.1007/s10811-006-9107-x","title":"Effects of germanium dioxide, an inhibitor of diatom growth, on the microscopic laboratory cultivation stage of the kelp, Laminaria saccharina","year":2006,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":74,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Laminaria; Saccharina; Kelp; Sporophyte; Biology; Diatom; Juvenile; Botany; Algae; Laminaria digitata; Gametophyte; Ecology; Pollen","authors":[{"name":"Ryan Shea","is_ca":true},{"name":"Thierry Chopin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005847445521329918,"gpt":0.2373926913237759,"spread":0.231545245802446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001630254,0.0005589518,0.0004675568,0.0001914142,0.0003468728,0.0005919596,0.0006285108,0.0006721475,0.001548619],"category_scores_gemma":[0.0005095105,0.0003819122,0.0002536647,0.0001587002,0.0005687594,0.0003446087,0.0003407419,0.0006212226,0.0002692524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006779064,"about_ca_system_score_gemma":0.0007125577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007217065,"about_ca_topic_score_gemma":0.01147624,"domain_scores_codex":[0.999822,0.00003905982,0.00001922052,0.00003535565,0.0000265251,0.00005785559],"domain_scores_gemma":[0.999345,0.0003211096,0.00007495547,0.00005762215,0.00004803733,0.0001533255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00724215,0.0002605822,0.001179137,0.0001363772,0.00003550915,0.0002969347,0.0001235499,0.0003198141,0.9873772,0.0001629946,0.0003470248,0.002518648],"study_design_scores_gemma":[0.0001270699,0.001201853,0.008276615,0.00001083297,0.00004780469,0.0001201071,0.0001206553,0.0009338686,0.9875361,0.00005392792,0.001548904,0.0000222508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958974,0.001193356,0.000298462,0.0002671967,0.00007983332,0.00001860736,0.0003619568,0.00005724872,0.001825996],"genre_scores_gemma":[0.9964879,0.0004632152,0.0005003638,0.000156249,0.00001821588,0.00001206529,0.0003564192,0.00002875278,0.001976862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007217065,"threshold_uncertainty_score":0.01435012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044277270","doi":"10.1007/s10750-006-0109-0","title":"Resource requirements of four freshwater diatom taxa determined by in situ growth bioassays using natural populations from alpine lakes","year":2006,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":73,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Science Foundation","keywords":"Diatom; Fragilaria; Ecology; Eutrophication; Biology; Taxon; Ecotype; Phytoplankton; Nutrient","authors":[{"name":"Timothy J. Michel","is_ca":false},{"name":"Jasmine E. Saros","is_ca":false},{"name":"Sebastian J. Interlandi","is_ca":false},{"name":"Alexander P. Wolfe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03701493788853167,"gpt":0.2806832777608781,"spread":0.2436683398723465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001627544,0.0003051182,0.0003344638,0.0005901359,0.0007604488,0.0005455121,0.0003892258,0.0003557539,0.000797439],"category_scores_gemma":[0.0004829688,0.0003312755,0.0001293859,0.0003822032,0.0004213635,0.0004847052,0.0004825711,0.0002969568,0.00009583629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006313256,"about_ca_system_score_gemma":0.0003114518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007740573,"about_ca_topic_score_gemma":0.02396454,"domain_scores_codex":[0.9998339,0.00002758454,0.00001707391,0.00006608063,0.00003188415,0.00002338129],"domain_scores_gemma":[0.9994647,0.0001874559,0.0001378063,0.000024463,0.00008052289,0.0001049662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009959039,0.0001694569,0.1607067,0.0001122079,0.00005051861,0.0001896195,0.001693571,0.0003735956,0.8302181,0.0001272138,0.00005177831,0.00531127],"study_design_scores_gemma":[0.00004072775,0.0009102128,0.9391112,0.000009123942,0.00007728129,0.0004564585,0.001197895,0.001219189,0.05605406,0.0001155839,0.0007901903,0.00001813186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997696,0.00002676927,0.00003384772,0.000004163219,2.136621e-7,0.000002057656,0.00004146852,8.90223e-7,0.0001210034],"genre_scores_gemma":[0.9988256,0.00006665387,0.0004371378,0.00001659089,0.000001573956,0.00001631732,0.0002549748,0.000002180323,0.0003790315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007740573,"threshold_uncertainty_score":0.01539105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039124724","doi":"10.1371/journal.pone.0045664","title":"Distance and Character-Based Evaluation of the V4 Region of the 18S rRNA Gene for the Identification of Diatoms (Bacillariophyceae)","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Mount Allison University","funders":"Natural Sciences and Engineering Research Council of Canada; Mount Allison University; Université Laval","keywords":"Barcode; DNA barcoding; Biology; Computational biology; Gene; Mitochondrial DNA; Identification (biology); DNA; Genetics; Character (mathematics); Hypervariable region; Nuclear gene; DNA sequencing; Evolutionary biology; Botany; Computer science","authors":[{"name":"Ian A. Luddington","is_ca":true},{"name":"Irena Kaczmarska","is_ca":true},{"name":"Connie Lovejoy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08752840692860074,"gpt":0.3008153674518853,"spread":0.2132869605232845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000837506,0.0004131696,0.0003723713,0.001551229,0.0004410559,0.0005550727,0.0004389228,0.0004773942,0.000942656],"category_scores_gemma":[0.003873072,0.0001739832,0.000441327,0.001096237,0.0003458157,0.0004940461,0.000687613,0.0004657355,0.000451321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003719821,"about_ca_system_score_gemma":0.0003869743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229125,"about_ca_topic_score_gemma":0.002304477,"domain_scores_codex":[0.9991463,0.0002509916,0.0001097622,0.0002166216,0.0002008323,0.00007541418],"domain_scores_gemma":[0.9980719,0.0007749427,0.0004197273,0.0001281833,0.0004750367,0.0001300573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009566713,0.0002338932,0.1016672,0.0004017733,0.0001947299,0.0002325465,0.0004779091,0.004909371,0.8216466,0.0005733588,0.0001187296,0.06858726],"study_design_scores_gemma":[0.00005030179,0.00313959,0.3472052,0.00007336408,0.0004002935,0.002370143,0.00145785,0.06287107,0.5756684,0.001106366,0.005537426,0.0001199871],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864066,0.0002800815,0.01220647,0.00001994096,0.000008045315,0.00005196311,0.0002958733,0.00003097812,0.0007000462],"genre_scores_gemma":[0.9454636,0.000231756,0.05149186,0.00001085775,0.000004643457,0.00007013033,0.001729043,0.0000223542,0.0009758171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001551229,"threshold_uncertainty_score":0.004429221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}