{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":41,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":41,"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":"472b85d002ca","filters":{"venue":"Aquatic Microbial Ecology"}},"results":[{"id":"W2136223765","doi":"10.3354/ame043243","title":"Temperature regulation of bacterial production, respiration, and growth efficiency in a temperate salt-marsh estuary","year":2006,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":237,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"National Estuarine Research Reserve System","keywords":"Bacterioplankton; Salt marsh; Estuary; Temperate climate; Environmental science; Respiration; Ecology; Oceanography; Biology; Phytoplankton; Botany; Nutrient","authors":[{"name":"Jude K. Apple","is_ca":false},{"name":"Paul A. del Giorgio","is_ca":true},{"name":"W. Michael Kemp","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004439790852769101,"gpt":0.1740871651738091,"spread":0.16964737432104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001800294,0.0002363207,0.0002781179,0.0004294635,0.0003203927,0.0004932102,0.0002013596,0.0002458863,0.0003500256],"category_scores_gemma":[0.0002561185,0.0002193674,0.0002950564,0.0003323016,0.000314414,0.0002279057,0.0004603337,0.0002043268,0.0001062432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006187496,"about_ca_system_score_gemma":0.0002939678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0239911,"about_ca_topic_score_gemma":0.0405194,"domain_scores_codex":[0.9998767,0.00001546404,0.00001633269,0.00004818138,0.00002292138,0.00002043998],"domain_scores_gemma":[0.9997365,0.00003367598,0.00009422524,0.00001952336,0.00005655609,0.0000594334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00106565,0.00009422062,0.5858243,0.00005063323,0.000121876,0.0002094457,0.0008198451,0.0004940999,0.4083256,0.00004683077,0.0001024251,0.00284497],"study_design_scores_gemma":[0.000002490404,0.00005364024,0.9978423,9.466679e-7,0.000009753087,0.00001756353,0.00006514817,0.0002641396,0.001672839,0.000006567563,0.00006153897,0.000003079223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997539,0.00003001112,0.00003784409,0.000005183131,0.000001202789,0.00000118191,0.00006547691,0.000002977762,0.0001022104],"genre_scores_gemma":[0.9994931,0.00003390794,0.0001038163,0.00001038746,0.000001744387,0.00000464996,0.0001612442,0.00000267972,0.0001883643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0239911,"threshold_uncertainty_score":0.04770291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965897466","doi":"10.3354/ame01446","title":"Effect of ocean acidification on microbial diversity and on microbe-driven biogeochemistry and ecosystem functioning","year":2010,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":179,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institut Polaire Français Paul Emile Victor; Agence Nationale de la Recherche; Polar Knowledge Canada","keywords":"Ocean acidification; Biogeochemistry; Ecology; Ecosystem; Oceanography; Microbial ecology; Microbial loop; Environmental science; Archaea; Biology; Seawater; Environmental chemistry; Food web; Chemistry; Bacteria; Geology","authors":[{"name":"Jie Liu","is_ca":false},{"name":"Markus G. Weinbauer","is_ca":false},{"name":"Cornelia Maier","is_ca":false},{"name":"Minhan Dai","is_ca":false},{"name":"Jean‐Pierre Gattuso","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005653664781967142,"gpt":0.1928807235939743,"spread":0.1872270588120072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005093325,0.0003213802,0.0003012464,0.0003497427,0.0001378568,0.0006089198,0.0001460441,0.0005293422,0.0009279608],"category_scores_gemma":[0.0005057185,0.0001219797,0.0003268191,0.000306468,0.0002801461,0.0004093902,0.0006055249,0.0002646723,0.000156658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002471912,"about_ca_system_score_gemma":0.0002394646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175016,"about_ca_topic_score_gemma":0.0008340735,"domain_scores_codex":[0.9996812,0.0001037412,0.00002532454,0.00004750022,0.0000727015,0.00006950629],"domain_scores_gemma":[0.9995758,0.0001230535,0.0001191346,0.00002550728,0.00005988923,0.00009649555],"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":[0.002423047,0.0002383896,0.106986,0.002068154,0.0005132151,0.0005708007,0.0002571309,0.002545106,0.8112209,0.0007108196,0.0006779235,0.07178839],"study_design_scores_gemma":[0.000027156,0.001555516,0.9381505,0.0001321193,0.0002161607,0.000309635,0.0003941745,0.001025437,0.04870138,0.0006593128,0.00879386,0.00003467355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588258,0.03570956,0.0006088605,0.0003385727,0.0000701552,0.00002041734,0.0008418175,0.00002809404,0.003556619],"genre_scores_gemma":[0.9844214,0.01370857,0.0005624804,0.000157548,0.00004681089,0.00001650029,0.0003139471,0.000004870104,0.0007679845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001175016,"threshold_uncertainty_score":0.003104329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986987074","doi":"10.3354/ame044115","title":"Remarkably diverse and contrasting archaeal communities in a large arctic river and the coastal Arctic Ocean","year":2006,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":117,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Center for Northern Studies; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Arctic; Crenarchaeota; Biodiversity; Ecology; Oceanography; Archaea; Acartia; Geography; Biology; Geology; Crustacean","authors":[{"name":"Pierre E. Galand","is_ca":true},{"name":"Connie Lovejoy","is_ca":false},{"name":"Warwick F. Vincent","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006975686235912684,"gpt":0.1978956092954587,"spread":0.1909199230595461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001975051,0.0002385178,0.0003757521,0.0009416729,0.001001881,0.0009992969,0.000167935,0.0002619532,0.0003900045],"category_scores_gemma":[0.0003043021,0.0002094541,0.0002207429,0.001119071,0.0004550664,0.0002179216,0.0006357293,0.0001703634,0.0000926951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006600963,"about_ca_system_score_gemma":0.00068088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04282154,"about_ca_topic_score_gemma":0.1087444,"domain_scores_codex":[0.9998265,0.00002120628,0.00001471869,0.00005314871,0.00003897286,0.00004551881],"domain_scores_gemma":[0.9997458,0.00003766434,0.00007641492,0.00001062017,0.00006991086,0.00005961606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006673104,0.00005202426,0.8584562,0.00009828458,0.0001331558,0.000539088,0.004271171,0.0001850509,0.1214925,0.00006485951,0.0001825251,0.01385773],"study_design_scores_gemma":[0.000001575954,0.00002743755,0.9980405,0.000005277649,0.00001316561,0.000100658,0.0009996035,0.0000464549,0.0004591329,0.00000750967,0.000294862,0.000003906453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994997,0.0001804063,0.00002788542,0.00001088871,0.00000118886,0.000001906333,0.0001004689,0.000001315771,0.0001762435],"genre_scores_gemma":[0.9990688,0.0002273142,0.0001596015,0.00001696996,0.000004700829,0.000005820237,0.0002486742,0.000002009087,0.0002661927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04282154,"threshold_uncertainty_score":0.08514458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171669134","doi":"10.3354/ame01553","title":"Virus-driven nitrogen cycling enhances phytoplankton growth","year":2012,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":110,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phytoplankton; Ammonium; Biology; Ecology; Nutrient; Chemistry","authors":[{"name":"EJ Shelford","is_ca":false},{"name":"Mathias Middelboe","is_ca":false},{"name":"Eva Friis Møller","is_ca":false},{"name":"Curtis A. Suttle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009145098432582668,"gpt":0.2338700180100232,"spread":0.2247249195774405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001568467,0.0003031306,0.0002603045,0.0001144343,0.0002295787,0.0004403837,0.0002431077,0.0003308339,0.0009676343],"category_scores_gemma":[0.0002909329,0.0001518634,0.0001791374,0.00008960753,0.0002547136,0.0002019616,0.0004450442,0.0003750362,0.0001850743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009359072,"about_ca_system_score_gemma":0.0005781369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007352376,"about_ca_topic_score_gemma":0.02261779,"domain_scores_codex":[0.9998074,0.00002847082,0.00001010359,0.00004638348,0.00005956171,0.00004797182],"domain_scores_gemma":[0.9998373,0.00003958452,0.00003349437,0.0000127418,0.00002278541,0.00005413288],"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":[0.00007395446,0.00001979261,0.001421589,0.00002269701,0.000002053943,0.00001662193,0.00001610105,0.00004847263,0.9976169,0.00002666637,0.00001889099,0.0007162589],"study_design_scores_gemma":[0.00003605554,0.0008435689,0.1047772,0.00001765336,0.00002089201,0.000192452,0.0002238725,0.002934556,0.8878621,0.000159378,0.002918221,0.0000140308],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989222,0.0002298348,0.0002016247,0.0000266047,0.000006472123,0.000004830077,0.00003838687,0.000009404713,0.0005606035],"genre_scores_gemma":[0.9974363,0.0001728722,0.0006982328,0.00003785916,0.000005139238,0.000007890154,0.0001343385,0.000006915495,0.001500397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007352376,"threshold_uncertainty_score":0.01461917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011307240","doi":"10.3354/ame031203","title":"Low fractions of active bacteria in natural aquatic communities?","year":2003,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":101,"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 Montréal","funders":"","keywords":"Bacterioplankton; Ecology; Biology; Natural (archaeology); Nutrient; Phytoplankton","authors":[{"name":"EM Smith","is_ca":true},{"name":"Paul A. del Giorgio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009901751002075625,"gpt":0.2307408830751068,"spread":0.2208391320730312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098272,0.0002838279,0.0008394399,0.00189148,0.0005052285,0.001982703,0.0006348551,0.001354915,0.00120025],"category_scores_gemma":[0.004034029,0.0004285741,0.0002734647,0.001218203,0.001547379,0.002155993,0.000883202,0.0005297551,0.0004750949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007418929,"about_ca_system_score_gemma":0.0004559587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002561692,"about_ca_topic_score_gemma":0.003944582,"domain_scores_codex":[0.9990523,0.0001832603,0.0001205673,0.0003702097,0.0001489647,0.0001246556],"domain_scores_gemma":[0.9977868,0.0005933707,0.0008718038,0.0001872674,0.0003355927,0.0002253415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007860288,0.0001298327,0.7508388,0.001562951,0.0003120042,0.0003675196,0.003022037,0.0006499068,0.161552,0.00177385,0.001208981,0.07779612],"study_design_scores_gemma":[0.00001623273,0.0002381088,0.9764825,0.0001134607,0.0000884942,0.0008680289,0.002738297,0.001138004,0.01067945,0.003714166,0.003884766,0.00003846703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814745,0.01066152,0.00345242,0.001501892,0.00004022396,0.00002744527,0.0006511896,0.00006495934,0.002125753],"genre_scores_gemma":[0.9955811,0.001685243,0.001658373,0.0004043374,0.00005198768,0.00002687124,0.0003010207,0.0000134711,0.0002775455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002561692,"threshold_uncertainty_score":0.005808294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2334150558","doi":"10.3354/ame026073","title":"Decomposition of alder leaves in two heavy metal-polluted streams in central Germany","year":2001,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Heavy metals in environment","field":"Environmental 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":"Bundesministerium für Bildung und Forschung","keywords":"STREAMS; Alder; Chemistry; Environmental chemistry; Ecology; Biology","authors":[{"name":"Kandikere R. Sridhar","is_ca":true},{"name":"G. Krauß","is_ca":true},{"name":"Feli× Bärlocher","is_ca":true},{"name":"Raviraja NS","is_ca":true},{"name":"Rainer Wennrich","is_ca":true},{"name":"Renate Baumbach","is_ca":true},{"name":"GJ Krauss","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009160368142496688,"gpt":0.2659603440194384,"spread":0.2567999758769416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000207965,0.000399584,0.0003741566,0.0010433,0.0007258197,0.000827486,0.0002687848,0.0003972025,0.0004859056],"category_scores_gemma":[0.0001400296,0.0002346321,0.0002708495,0.0007199963,0.0005539126,0.0002355959,0.0003663375,0.0001664557,0.00009618282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106916,"about_ca_system_score_gemma":0.0005728498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01509307,"about_ca_topic_score_gemma":0.0317318,"domain_scores_codex":[0.9998222,0.00002115908,0.00001331349,0.00006840944,0.0000303263,0.00004458638],"domain_scores_gemma":[0.9998875,0.00001300826,0.00003389858,0.000005015018,0.00002199563,0.00003864833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003310933,0.0006727164,0.6147216,0.000200074,0.0002038309,0.001845069,0.004888467,0.0009961651,0.3589578,0.0001702391,0.0001082299,0.01392491],"study_design_scores_gemma":[0.0000276254,0.0004244568,0.989234,0.000004616756,0.00003344836,0.0001327227,0.001003843,0.000399779,0.008341941,0.00003493983,0.000353064,0.000009624567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998516,0.00002274176,0.00002475632,0.000001590884,5.521161e-7,0.000004351211,0.00003864996,0.000001286438,0.00005448268],"genre_scores_gemma":[0.9991797,0.00005720403,0.0001978564,0.000009869506,0.000001684909,0.000008680943,0.0001844281,0.000001604561,0.0003591743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01509307,"threshold_uncertainty_score":0.0300104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058930402","doi":"10.3354/ame043209","title":"Significance of bacterivory and viral lysis in bottom waters of Franklin Bay, Canadian Arctic, during winter","year":2006,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bay; Water column; Arctic; Chlorophyll a; Bacterioplankton; Oceanography; Environmental science; Phytoplankton; Bacterivore; Microbial population biology; Abundance (ecology); Ecology; Biology; Bacteria; Nutrient; Botany; Geology","authors":[{"name":"LE Wells","is_ca":false},{"name":"J. W. Deming","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003286668863412377,"gpt":0.1652915611238006,"spread":0.1620048922603882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003249234,0.0005456018,0.0004744356,0.00106264,0.002416763,0.001092733,0.0004825684,0.0003563676,0.0004931876],"category_scores_gemma":[0.0006358633,0.0003354497,0.0002427054,0.001012323,0.000667484,0.000304726,0.0006402157,0.0003091213,0.000107598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008548209,"about_ca_system_score_gemma":0.006874037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9027457,"about_ca_topic_score_gemma":0.954263,"domain_scores_codex":[0.9996223,0.00002023739,0.0000161075,0.0000774399,0.0001637873,0.0001000856],"domain_scores_gemma":[0.9993573,0.0000349471,0.0001274996,0.000008249194,0.0002972785,0.0001748729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005472866,0.00003404023,0.9419001,0.00009445976,0.00008319112,0.0001496975,0.001764307,0.0002691655,0.04900615,0.00005454689,0.0003701063,0.005727076],"study_design_scores_gemma":[0.000001984082,0.00002635631,0.9980236,0.000005830106,0.00001178589,0.00002300167,0.0006248024,0.000155447,0.0007545365,0.000007085524,0.0003585556,0.000006953025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986105,0.0002346234,0.00005465356,0.0000433888,0.000004915215,0.000004615074,0.0003992775,0.000005921986,0.0006421607],"genre_scores_gemma":[0.9983391,0.0002196638,0.0002631582,0.00004960371,0.000004516028,0.000008506785,0.0006392382,0.000004070844,0.0004722065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09725434,"threshold_uncertainty_score":0.1956542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970573481","doi":"10.3354/ame045181","title":"Size independent selective filtration of ultraplankton by hexactinellid glass sponges","year":2006,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta; University of Victoria","keywords":"Fjord; Biology; Ecology; Pelagic zone; Benthic zone; Predation; Habitat; Oceanography","authors":[{"name":"Gitai Yahel","is_ca":true},{"name":"DI Eerkes-Medrano","is_ca":true},{"name":"Sally P. Leys","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003053281651978438,"gpt":0.203104142856745,"spread":0.2000508612047666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001362074,0.0001923547,0.0002548958,0.0001841789,0.0002200744,0.0003931378,0.0001652666,0.0002304753,0.001936769],"category_scores_gemma":[0.000271412,0.0001489828,0.0002158337,0.0001034538,0.0002091545,0.0002435805,0.0004308211,0.000214965,0.0003211431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002540995,"about_ca_system_score_gemma":0.0002168651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523621,"about_ca_topic_score_gemma":0.002311161,"domain_scores_codex":[0.999923,0.00001022852,0.000003756968,0.00001505296,0.0000189881,0.00002892036],"domain_scores_gemma":[0.999764,0.00007401439,0.00004532969,0.00001500956,0.0000357419,0.00006595154],"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":[0.0003511615,0.000013942,0.006214357,0.00004736233,0.000008741111,0.00008937447,0.00007785097,0.00004519086,0.9888363,0.00009197526,0.0001955266,0.004028307],"study_design_scores_gemma":[0.0000919661,0.001244163,0.5285906,0.000022821,0.0000769504,0.001002192,0.0009803306,0.001610584,0.4631403,0.000315586,0.002896037,0.00002832551],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985368,0.0002129825,0.0001766166,0.00004619593,0.00001141831,0.000003881855,0.00003531128,0.000006681566,0.0009701255],"genre_scores_gemma":[0.9975471,0.0002710259,0.0002205517,0.0001035499,0.0000119364,0.000005647635,0.0001129241,0.000006296548,0.00172112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001936769,"threshold_uncertainty_score":0.006479144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123280532","doi":"10.3354/ame031019","title":"Abundance of Bacteria, the Cytophaga-Flavobacterium cluster and Archaea in cold oligotrophic waters and nepheloid layers of the Northwest Passage, Canadian Archipelago","year":2003,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Defense Science and Engineering Graduate; University of Washington; National Science Foundation","keywords":"Cytophaga; Flavobacterium; Archaea; Biology; Ecology; Bacterioplankton; Picoplankton; Phytoplankton; Oceanography; Nepheloid layer; Crenarchaeota; Bacteria; Arctic; Water column; Nutrient","authors":[{"name":"LE Wells","is_ca":false},{"name":"J. M. Deming","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004800006668805312,"gpt":0.1788600883329222,"spread":0.1740600816641169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001828309,0.0003272316,0.0002575468,0.001460699,0.001592389,0.0005897417,0.0003492621,0.0002213932,0.0004553096],"category_scores_gemma":[0.0003049568,0.000241996,0.0001968923,0.001628233,0.0005512315,0.0001875346,0.000360854,0.0002402403,0.00008064423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00709444,"about_ca_system_score_gemma":0.004332471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9633985,"about_ca_topic_score_gemma":0.9865101,"domain_scores_codex":[0.9998128,0.00000568446,0.000007310932,0.00005782797,0.0000708163,0.00004565978],"domain_scores_gemma":[0.9996889,0.00001597201,0.00004837536,0.000007534228,0.0001575752,0.00008170792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000273359,0.00002287144,0.9286286,0.0000768912,0.00007763599,0.0001183503,0.002063885,0.0003863091,0.06046443,0.00009062996,0.000240753,0.007556189],"study_design_scores_gemma":[0.000001162598,0.00000889445,0.9988925,0.00000228556,0.000006238405,0.00002100418,0.0002627843,0.000111924,0.0004847737,0.000004497723,0.00020008,0.000003903786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985613,0.0002251378,0.00006897083,0.00001272352,0.000001411293,0.000005017885,0.0006301556,0.000003386317,0.0004918245],"genre_scores_gemma":[0.9976901,0.0002708544,0.0004003129,0.00002541421,0.00000190208,0.00001030776,0.0009109293,0.000002391736,0.0006877714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03660154,"threshold_uncertainty_score":0.07363415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150348061","doi":"10.3354/ame032275","title":"Effect of phosphorus amendments on present day plankton communities in pelagic Lake Erie","year":2003,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Environment and Climate Change Canada; Toronto Metropolitan University; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Ecology; Library science; Biology","authors":[{"name":"Steven W. Wilhelm","is_ca":false},{"name":"Jennifer M. DeBruyn","is_ca":true},{"name":"Osnat Gillor","is_ca":false},{"name":"MR Twiss","is_ca":true},{"name":"K. Livingston","is_ca":true},{"name":"RA Bourbonniere","is_ca":true},{"name":"LD Pickell","is_ca":true},{"name":"CG Trick","is_ca":true},{"name":"Amanda L. Dean","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009221636770010396,"gpt":0.2355426139827649,"spread":0.2263209772127545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003357305,0.0004519172,0.000594517,0.0003311021,0.00060145,0.0009507042,0.0003684737,0.0006994345,0.001123368],"category_scores_gemma":[0.001020275,0.000438132,0.0002182787,0.000281595,0.0004519784,0.0003843078,0.0007059944,0.0006011142,0.0002004289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009208719,"about_ca_system_score_gemma":0.001024657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01512627,"about_ca_topic_score_gemma":0.03707229,"domain_scores_codex":[0.9995852,0.00008252701,0.0000547846,0.00009827907,0.00006665889,0.0001126117],"domain_scores_gemma":[0.9993662,0.0001606076,0.0001067542,0.00003098266,0.0001614338,0.0001739838],"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":[0.007549786,0.0004486049,0.01039613,0.0002432068,0.0001209165,0.0003412162,0.0003913596,0.0006434105,0.9715327,0.00004433326,0.0001873696,0.00810094],"study_design_scores_gemma":[0.0003883969,0.01379489,0.2429276,0.00009235507,0.0003341342,0.0003095804,0.001581696,0.002249119,0.7310977,0.0001654551,0.006940854,0.0001181814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993449,0.0001702797,0.00004324809,0.00004562027,0.000009691262,0.00000938694,0.0001004427,0.000008817146,0.0002676419],"genre_scores_gemma":[0.9979863,0.0001965268,0.0003707399,0.0001455192,0.00001054845,0.00002204041,0.0002950777,0.00000954931,0.0009635222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01512627,"threshold_uncertainty_score":0.03007644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114358680","doi":"10.3354/ame037001","title":"Effect of viral infection on sinking rates of Heterosigma akashiwo and its implications for bloom termination","year":2004,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":65,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heterosigma akashiwo; Biology; Bloom; Algal bloom; Ecology; Phytoplankton; Nutrient","authors":[{"name":"JE Lawrence","is_ca":true},{"name":"Curtis A. Suttle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009457816704677042,"gpt":0.2846261644648235,"spread":0.2751683477601464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001916331,0.0003092849,0.0002944671,0.0001699341,0.0002867646,0.0006111268,0.0002597022,0.0003678565,0.0009222557],"category_scores_gemma":[0.0003711396,0.000220752,0.0003553909,0.0001074934,0.0002591973,0.0004167077,0.0003835678,0.0006314721,0.0002248713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005706071,"about_ca_system_score_gemma":0.0003118553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002885362,"about_ca_topic_score_gemma":0.003229223,"domain_scores_codex":[0.9998505,0.00002217071,0.00002131868,0.00004017132,0.00003152818,0.00003420675],"domain_scores_gemma":[0.9995608,0.0001477869,0.0001082024,0.00003105662,0.00005645692,0.00009563559],"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":[0.0002530969,0.00003315771,0.006287333,0.0000272393,0.000004654228,0.00003020693,0.00007846935,0.00007191557,0.992434,0.00003414326,0.00001140915,0.0007344536],"study_design_scores_gemma":[0.00002111013,0.00133844,0.1718768,0.00001457558,0.00002884537,0.0001484239,0.0005618206,0.003568029,0.8214777,0.000111245,0.0008253737,0.00002755665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991273,0.0001509829,0.0002209712,0.00001460605,0.000004496661,0.000006617138,0.0001183118,0.000006793941,0.0003498242],"genre_scores_gemma":[0.9980897,0.0001208852,0.0005682527,0.00002171867,0.000003023429,0.00001413814,0.0002953879,0.00001032257,0.0008765679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002885362,"threshold_uncertainty_score":0.005737066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059744785","doi":"10.3354/ame01183","title":"Diversity of algal viruses in various North American freshwater environments","year":2008,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"University of Toronto; University of Toronto Mississauga; Colorado Department of Natural Resources; University of Denver","keywords":"Phylogenetic tree; Biology; Phylogenetic diversity; Phylogenetics; Genetic diversity; Ecology; Species richness; Rarefaction (ecology); Genus; DNA sequencing; Biodiversity; Zoology; Gene; Genetics","authors":[{"name":"Steven M. Short","is_ca":true},{"name":"CM Short","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01270965704735854,"gpt":0.2118450343605145,"spread":0.1991353773131559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001645036,0.0001467181,0.000166091,0.001149768,0.0008821234,0.0005217281,0.0001199383,0.0001566934,0.0003842159],"category_scores_gemma":[0.0002913117,0.0001511451,0.00007965873,0.0008269496,0.0003750113,0.000178447,0.000334878,0.0001106295,0.00005610615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000860879,"about_ca_system_score_gemma":0.0005899708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06185505,"about_ca_topic_score_gemma":0.2104325,"domain_scores_codex":[0.9998271,0.00002458533,0.000008913731,0.00005386763,0.00004290567,0.00004267494],"domain_scores_gemma":[0.9997755,0.00003735599,0.00004952844,0.000008636253,0.00007729475,0.00005163924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001743106,0.00003023002,0.9296285,0.00004076052,0.00002793258,0.0001893294,0.002332326,0.0001611649,0.05867815,0.0001011096,0.00007723091,0.008558949],"study_design_scores_gemma":[0.000001921634,0.0000308506,0.9974578,0.000003966679,0.000006488114,0.0001000283,0.0008295679,0.00008654474,0.001075611,0.00001662366,0.0003866619,0.000003889111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996381,0.00004484522,0.00003269814,0.000004186024,2.811925e-7,0.000001844416,0.00004704147,9.879936e-7,0.0002301529],"genre_scores_gemma":[0.9990115,0.0001358712,0.0002193379,0.000009594538,0.000001043062,0.000007917475,0.0002630714,0.000001144198,0.000350407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06185505,"threshold_uncertainty_score":0.12299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974737358","doi":"10.3354/ame030283","title":"Pelagic and epiphytic summer distributions of Prorocentrum lima and P. mexicanum at two mussel farms in the Gulf of St. Lawrence, Canada","year":2003,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Food Inspection Agency; Université Laval","funders":"Dalhousie University; Bundesministerium für Bildung und Forschung; Canadian Food Inspection Agency; Xunta de Galicia; Institut Français de Recherche pour l'Exploitation de la Mer","keywords":"Mussel; Pelagic zone; Fishery; Oceanography; Ecology; Biology; Geography; Geology","authors":[{"name":"Maurice Levasseur","is_ca":true},{"name":"John J. Couture","is_ca":false},{"name":"AM Weise","is_ca":false},{"name":"Sonia Michaud","is_ca":false},{"name":"Malte Elbrächter","is_ca":false},{"name":"Gilbert Sauvé","is_ca":true},{"name":"E. Bonneau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009707039403946098,"gpt":0.2349419213589252,"spread":0.2252348819549791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001351874,0.0002670249,0.0001607575,0.0009218117,0.001153417,0.0005197488,0.0004112867,0.0002560667,0.0006876952],"category_scores_gemma":[0.000322801,0.0002511729,0.0001489711,0.0007463871,0.0004936452,0.0002155999,0.0004133553,0.0001918746,0.0001633295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004406142,"about_ca_system_score_gemma":0.00254922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8674747,"about_ca_topic_score_gemma":0.9749123,"domain_scores_codex":[0.9998263,0.00000928497,0.000008305057,0.00003789957,0.00005063075,0.00006755735],"domain_scores_gemma":[0.9993328,0.00002998478,0.0001609669,0.00001150933,0.0002643143,0.0002003697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007814501,0.00002652839,0.9881341,0.0000196594,0.00002182166,0.0001825504,0.001420804,0.00005237979,0.006215381,0.00001943195,0.000160796,0.003668402],"study_design_scores_gemma":[0.000001022279,0.00001555697,0.9989177,0.000002990102,0.000003599419,0.00003195089,0.00070109,0.00005621339,0.0001087687,0.000001743636,0.0001577174,0.000001693742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993355,0.00005894796,0.00001634687,0.00001432479,9.584619e-7,0.000004198688,0.0001879475,0.00000248654,0.0003793168],"genre_scores_gemma":[0.9987351,0.0001017292,0.0001198473,0.0000225018,0.000001738527,0.000004982965,0.0003007053,0.000001298732,0.0007120609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1325253,"threshold_uncertainty_score":0.2666114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966184659","doi":"10.3354/ame023041","title":"Seasonal patterns of substrate utilization by bacterioplankton: case studies in four temperate lakes of different latitudes","year":2000,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"U.S. Environmental Protection Agency","keywords":"Bacterioplankton; Substrate (aquarium); Temperate climate; Latitude; Dissolved organic carbon; Environmental science; Ecology; Absorbance; Plankton; Biology; Environmental chemistry; Chemistry; Phytoplankton; Chromatography; Geography; Nutrient","authors":[{"name":"James P. Grover","is_ca":false},{"name":"TH Chrzanowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02337392446320922,"gpt":0.2549181240420582,"spread":0.2315441995788489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000409202,0.0003697087,0.0003654869,0.001039183,0.001082469,0.000527587,0.0003421334,0.0004460853,0.0003150654],"category_scores_gemma":[0.0006976564,0.0003081762,0.0003579615,0.001514387,0.0006222195,0.0002434433,0.0004561063,0.0001649989,0.00004466612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00226993,"about_ca_system_score_gemma":0.0008402101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3343744,"about_ca_topic_score_gemma":0.5663965,"domain_scores_codex":[0.9997153,0.00004225187,0.00002009531,0.00006500897,0.0000557521,0.0001015864],"domain_scores_gemma":[0.9995019,0.00009934312,0.000146433,0.00001895724,0.0001181857,0.0001150925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004279681,0.00006315486,0.9848141,0.00004765993,0.00005339965,0.0008421893,0.00229783,0.0003696602,0.008403428,0.00002248422,0.00004819115,0.002610027],"study_design_scores_gemma":[0.000003543279,0.0000836645,0.9978223,0.000002313349,0.00001900443,0.0001585194,0.0009405047,0.0002532369,0.0006439039,0.000005568669,0.00006130122,0.000006124754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998449,0.00002572171,0.00001822353,0.000002821137,1.526613e-7,0.000002994613,0.00004459237,8.602718e-7,0.00005968985],"genre_scores_gemma":[0.9995484,0.00005584671,0.0001870633,0.000004072946,9.290798e-7,0.00000526063,0.0001098572,8.633876e-7,0.00008768209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3343744,"threshold_uncertainty_score":0.6648563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1985915994","doi":"10.3354/ame01667","title":"Short-term variability in bacterial abundance, cell properties, and incorporation of leucine and thymidine in subarctic sea ice","year":2013,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Comisión de Investigaciones Científicas; Natural Environment Research Council; Canada Excellence Research Chairs, Government of Canada; Kommissionen for Videnskabelige Undersøgelser i Grønland; Academy of Finland; Canada Research Chairs; Royal Society","keywords":"Subarctic climate; Abundance (ecology); Thymidine; Term (time); Biology; Ecology; Chemistry; Biochemistry; Physics","authors":[{"name":"Hermanni Kaartokallio","is_ca":false},{"name":"D. H. Søgaard","is_ca":false},{"name":"L. Norman","is_ca":false},{"name":"Søren Rysgaard","is_ca":true},{"name":"Jean‐Louis Tison","is_ca":false},{"name":"Bruno Delille","is_ca":false},{"name":"David N. Thomas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01037218218742398,"gpt":0.1869323250269475,"spread":0.1765601428395236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002540592,0.0002239869,0.0002739637,0.0006422762,0.0002998867,0.0004707288,0.0001556099,0.000193769,0.0002907673],"category_scores_gemma":[0.0003421809,0.0001222942,0.0001896047,0.0005168351,0.000442396,0.0002235199,0.0003635099,0.000193728,0.0001243051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004932908,"about_ca_system_score_gemma":0.0002419388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01555775,"about_ca_topic_score_gemma":0.02307918,"domain_scores_codex":[0.9998806,0.00001313793,0.00001159111,0.00005215844,0.00001892765,0.00002363651],"domain_scores_gemma":[0.9996433,0.00007484018,0.0001304196,0.0000225187,0.00007248884,0.00005649896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002677509,0.00003351282,0.8955849,0.00004061209,0.00006274367,0.000102353,0.0007518703,0.0003479039,0.09998405,0.00002030702,0.00004060822,0.002763394],"study_design_scores_gemma":[6.267455e-7,0.00002479516,0.9987525,0.000001464319,0.000005884504,0.00001741379,0.0001456178,0.00008009907,0.0009021022,0.00000414575,0.00006383753,0.00000149774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999666,0.00006880405,0.00004971011,0.000002332168,9.915202e-7,9.663797e-7,0.0001243805,0.000001105027,0.00008584789],"genre_scores_gemma":[0.9992028,0.00007156536,0.0001176753,0.00001117769,0.000003060973,0.000006797435,0.0004488832,0.000002413901,0.0001357092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01555775,"threshold_uncertainty_score":0.03093439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089693993","doi":"10.3354/ame029267","title":"Prolonged diatom blooms and microbial food web dynamics: experimental results from an Arctic polynya","year":2002,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Université Laval","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Food web; Diatom; Phytoplankton; Arctic; Microbial food web; Nutrient; Oceanography; Environmental science; Algal bloom; Bloom; Ecology; Bacterioplankton; Biology; Ecosystem; Geology","authors":[{"name":"Connie Lovejoy","is_ca":false},{"name":"Louis Legendre","is_ca":true},{"name":"Neil M. Price","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01021833175961157,"gpt":0.190522834188884,"spread":0.1803045024292725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004566429,0.0005375079,0.0005982527,0.0002433124,0.001327293,0.0003937004,0.000540735,0.0005750752,0.0007052194],"category_scores_gemma":[0.0004859843,0.0002945143,0.0004927553,0.000350484,0.000839926,0.0003437554,0.0007341663,0.0009320532,0.0001103465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002034987,"about_ca_system_score_gemma":0.001363803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09104364,"about_ca_topic_score_gemma":0.1448859,"domain_scores_codex":[0.9996613,0.00005129748,0.00003152763,0.00009413767,0.00006839941,0.00009322185],"domain_scores_gemma":[0.999253,0.000147535,0.0001045475,0.00007604075,0.0001140601,0.0003047216],"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":[0.01844589,0.01170407,0.05836715,0.0003466762,0.0003452334,0.0007505086,0.002068226,0.002840318,0.894309,0.00009774871,0.0002115883,0.01051354],"study_design_scores_gemma":[0.001959761,0.08366899,0.6041505,0.00005699175,0.0008967126,0.0006221419,0.002523605,0.007088797,0.2946277,0.0002512945,0.003984614,0.0001689127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997134,0.00005117964,0.00005108967,0.000007126795,0.000002032361,0.00001900894,0.00006397053,0.000001452276,0.00009084678],"genre_scores_gemma":[0.9966393,0.0003799488,0.001241385,0.00007075153,0.00001142384,0.0001729921,0.0005369975,0.000008948681,0.0009383309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09104364,"threshold_uncertainty_score":0.1810274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2130455540","doi":"10.3354/ame038269","title":"Phytoplankton community structure changes following simulated upwelled iron inputs in the Peru upwelling region","year":2005,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"National Science Foundation","keywords":"Upwelling; Phytoplankton; Oceanography; Biogeochemical cycle; Environmental science; Community structure; Chlorophyll a; Iron fertilization; Ecology; Nutrient; Biology; Geology; Botany","authors":[{"name":"C. E. Hare","is_ca":false},{"name":"GR DiTullio","is_ca":false},{"name":"CG Trick","is_ca":true},{"name":"Steven W. Wilhelm","is_ca":false},{"name":"KW Bruland","is_ca":false},{"name":"EL Rue","is_ca":false},{"name":"David A. Hutchins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01421948889155739,"gpt":0.2114979828151942,"spread":0.1972784939236368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001404385,0.0002647929,0.0002551502,0.0002252088,0.0002888716,0.0003177683,0.0003810188,0.0005017048,0.0006656776],"category_scores_gemma":[0.0003597442,0.000196916,0.0003869931,0.0002256542,0.0002497463,0.0002091089,0.0005141897,0.0003112505,0.00007013987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008232108,"about_ca_system_score_gemma":0.000412484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02866388,"about_ca_topic_score_gemma":0.03654968,"domain_scores_codex":[0.9999439,0.00001144928,0.000004007372,0.00001571725,0.00001083549,0.00001408251],"domain_scores_gemma":[0.9998479,0.00004105288,0.00003177605,0.00001317354,0.00003271592,0.00003334868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001324228,0.0008174982,0.4701285,0.0002869769,0.0004076618,0.001896522,0.00107436,0.09103329,0.4192864,0.0002397372,0.0007572872,0.01274748],"study_design_scores_gemma":[0.0001660236,0.0009883191,0.8919567,0.0000162552,0.0001324871,0.00009065178,0.0008678855,0.08755296,0.01731883,0.0001010852,0.0007647556,0.00004422602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997433,0.000007390998,0.00005357969,0.00001205521,8.408859e-7,0.000003534557,0.00007143152,0.00000748734,0.0001003169],"genre_scores_gemma":[0.9994121,0.00002138988,0.0002321421,0.00001491336,9.637712e-7,0.00002441308,0.000181931,0.000003019741,0.0001091016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02866388,"threshold_uncertainty_score":0.05699408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026513867","doi":"10.3354/ame038283","title":"Effect of CNP on composition and structure of lotic biofilms as detected with lectin-specific glycoconjugates","year":2005,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Health Canada","keywords":"Glycoconjugate; River ecosystem; Biofilm; Extracellular polymeric substance; Biology; Nutrient; Botany; Heterotroph; Microbiology; Ecology; Food science; Bacteria; Biochemistry; Ecosystem","authors":[{"name":"Thomas R. Neu","is_ca":false},{"name":"GDW Swerhone","is_ca":false},{"name":"Uta Böckelmann","is_ca":false},{"name":"John R. Lawrence","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003323508184951893,"gpt":0.2034257709699608,"spread":0.2001022627850089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002674912,0.0009061145,0.0004750646,0.0002346324,0.0001660139,0.0004425588,0.0004050186,0.0003903106,0.0007464828],"category_scores_gemma":[0.0005469189,0.0002955212,0.0002248259,0.000198703,0.0003406412,0.0002262639,0.0004253983,0.0004784227,0.0001438062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000526078,"about_ca_system_score_gemma":0.0006051274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004606377,"about_ca_topic_score_gemma":0.005029526,"domain_scores_codex":[0.9997818,0.00004786795,0.00001845625,0.00006125336,0.00005259372,0.00003801716],"domain_scores_gemma":[0.999454,0.0001363239,0.0001108124,0.00003165041,0.00009869642,0.0001686537],"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":[0.0004529861,0.00003617233,0.0002001538,0.00008292226,0.000008018905,0.00005939267,0.00002274179,0.00009353362,0.9981828,0.00001412592,0.00001905795,0.0008280597],"study_design_scores_gemma":[0.00004007678,0.001401516,0.01501312,0.00002532977,0.00004357393,0.0001414364,0.00008258248,0.001296027,0.9807523,0.0000350739,0.001144154,0.00002473565],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976446,0.0006658353,0.0004742712,0.00007824129,0.00002116593,0.0000430839,0.0003130075,0.00002668125,0.0007330191],"genre_scores_gemma":[0.9938505,0.0007416976,0.002735117,0.0001423148,0.00001635933,0.00008400331,0.0003969595,0.00002852827,0.002004581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004606377,"threshold_uncertainty_score":0.009159088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057724834","doi":"10.3354/ame027037","title":"Picocyanobacteria abundance in relation to growth and loss rates in oligotrophic to mesotrophic lakes","year":2002,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Groupe de recherche interuniversitaire en limnologie","keywords":"Trophic state index; Eutrophication; Abundance (ecology); Trophic level; Ecology; Environmental science; Nutrient; Biology","authors":[{"name":"B. Lavallée","is_ca":true},{"name":"Frances R. Pick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007214733601421062,"gpt":0.2053138149249369,"spread":0.1980990813235158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001813814,0.0002685492,0.000204479,0.0005887903,0.0004545957,0.0004099862,0.0001765221,0.0002224348,0.0004650297],"category_scores_gemma":[0.0007786407,0.0002839746,0.0001124693,0.0004831835,0.0003909596,0.0002251691,0.0003160932,0.0001886886,0.00007822568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002276622,"about_ca_system_score_gemma":0.0006317331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2729452,"about_ca_topic_score_gemma":0.5331438,"domain_scores_codex":[0.9998755,0.00001382162,0.000007689005,0.00002875217,0.00002886415,0.00004525332],"domain_scores_gemma":[0.999357,0.00009928591,0.0001971447,0.00001721714,0.0001736871,0.0001555372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003910388,0.00001700105,0.9729854,0.00001933449,0.00002931073,0.00008078116,0.0004222922,0.0002927845,0.02391803,0.00001620549,0.00006368287,0.001764151],"study_design_scores_gemma":[0.000001582324,0.0000189414,0.999429,6.178342e-7,0.00000333596,0.00001206707,0.00005380814,0.0001671443,0.0002785619,0.000003183705,0.00003045343,0.000001179323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997821,0.00004578575,0.00001801504,0.00000573148,2.45543e-7,0.000001769694,0.00007796705,0.000001590197,0.00006688499],"genre_scores_gemma":[0.9994143,0.00004866892,0.00005909255,0.000006190156,8.041024e-7,0.000004770226,0.0002742353,0.00000122263,0.0001905678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2729452,"threshold_uncertainty_score":0.5427129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013585877","doi":"10.3354/ame029161","title":"Abundance of Antarctic picophytoplankton and their response to light and nutrient manipulation","year":2002,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"FP7 International Cooperation; University of Cambridge","keywords":"Mesocosm; Nutrient; Cove; Oceanography; Environmental science; Phytoplankton; Ecology; Biology; Geology; Geography; Archaeology","authors":[{"name":"Susana Agustı́","is_ca":true},{"name":"Carlos M. Duarte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009807320404442248,"gpt":0.1811433599879225,"spread":0.1713360395834803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001683342,0.0002650837,0.0003955241,0.0001444881,0.0002925405,0.0004059095,0.0002165154,0.0003492697,0.0005609973],"category_scores_gemma":[0.0003820731,0.0002502342,0.0001751547,0.0001774006,0.0002730245,0.0002086966,0.0004247186,0.0005922709,0.0001392616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004684171,"about_ca_system_score_gemma":0.0003128597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002921327,"about_ca_topic_score_gemma":0.0072908,"domain_scores_codex":[0.9998413,0.00002117137,0.00001275457,0.00006076778,0.0000373431,0.00002666949],"domain_scores_gemma":[0.999719,0.00006001571,0.00005775806,0.00003102501,0.00004226335,0.00008989548],"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":[0.00103251,0.00004458448,0.0127762,0.00003528715,0.00001614569,0.00006222245,0.00009266964,0.0001355823,0.9846719,0.00001094632,0.00002394083,0.001097995],"study_design_scores_gemma":[0.00006319679,0.002169616,0.7850206,0.00001357441,0.00005387438,0.0001563569,0.0004772396,0.001364607,0.2090886,0.00005782949,0.001504246,0.00003029203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993147,0.0001121269,0.00008799705,0.00001346924,0.000004308037,0.00001353824,0.0001214891,0.000004502062,0.0003278761],"genre_scores_gemma":[0.9977003,0.0001752304,0.0006135767,0.00008353126,0.00000655908,0.00009426371,0.0003383905,0.000007385741,0.0009808566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002921327,"threshold_uncertainty_score":0.005808651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155156814","doi":"10.3354/ame01572","title":"N<sub>2 fixation rates and associated diversity (nifH) of microbialite and mat-forming consortia from different aquatic environments in Mexico","year":2012,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Diazotroph; Biology; Microbial ecology; Ecology; Nitrogenase; Microbial mat; Proteobacteria; Cyanobacteria; Botany; Nitrogen fixation; Bacteria","authors":[{"name":"Y. Beltrán","is_ca":false},{"name":"CM Centeno","is_ca":false},{"name":"Felipe García‐Oliva","is_ca":false},{"name":"Pierre Legendre","is_ca":true},{"name":"Luisa I. Falcón","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01215390009183629,"gpt":0.2114141861992216,"spread":0.1992602861073853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003130074,0.0002539052,0.0002651294,0.001538417,0.0006772197,0.0005650395,0.0001750014,0.0002036894,0.0003797616],"category_scores_gemma":[0.0004402209,0.0001797882,0.0001944118,0.0007753552,0.0003237641,0.0002680325,0.0006083783,0.0001603349,0.00004217057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006673759,"about_ca_system_score_gemma":0.0004696097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03213897,"about_ca_topic_score_gemma":0.05507735,"domain_scores_codex":[0.9998547,0.00001477632,0.00001024295,0.00005368705,0.00003211988,0.00003445894],"domain_scores_gemma":[0.9997575,0.0000291658,0.0001178528,0.00001138483,0.00005356206,0.00003058202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003181433,0.0000481494,0.921045,0.000105927,0.0001014753,0.0001301374,0.002524994,0.0001882673,0.05879817,0.00009772107,0.00007496172,0.0165671],"study_design_scores_gemma":[0.00000361947,0.00004484352,0.9980332,0.000005698507,0.00001980653,0.00005260699,0.0005173312,0.0000806161,0.0008643341,0.0000129334,0.0003621632,0.000002791317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995369,0.0001068382,0.0000791001,0.000008440515,9.056589e-7,0.000002802577,0.0001027919,0.000001782348,0.0001603305],"genre_scores_gemma":[0.9982929,0.0003128416,0.0004714065,0.00000776943,0.000003380928,0.00001414377,0.0006113715,0.000002252729,0.0002839432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03213897,"threshold_uncertainty_score":0.06390381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006053504","doi":"10.3354/ame01159","title":"Bacterial involvement in determining domoic acid levels in Pseudo-nitzschia multiseries cultures","year":2007,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":25,"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; Bedford Institute of Oceanography","funders":"","keywords":"Domoic acid; Axenic; Diatom; Biology; Axenic culture; Food science; Microbiology; Botany; Biochemistry; Bacteria","authors":[{"name":"JE Stewart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01820192990369495,"gpt":0.2834025592706955,"spread":0.2652006293670006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002702513,0.0006244078,0.0005582654,0.0003230057,0.0003361683,0.0005516998,0.0002950519,0.0005920184,0.0004029315],"category_scores_gemma":[0.0003916046,0.0003040061,0.0003713608,0.0002840954,0.000228722,0.0003855989,0.0005594037,0.0007447312,0.0002628957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004245986,"about_ca_system_score_gemma":0.0003808645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767215,"about_ca_topic_score_gemma":0.006264471,"domain_scores_codex":[0.9995788,0.00004134697,0.00005316747,0.0001332379,0.0001492326,0.0000442642],"domain_scores_gemma":[0.9996076,0.00008393345,0.00008693639,0.00003399923,0.0001092185,0.00007826817],"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":[0.00005802708,0.00001633225,0.001028983,0.00003021346,0.00000413394,0.00002802781,0.00003026774,0.00001951312,0.9983399,0.00000874611,0.000004781366,0.0004309372],"study_design_scores_gemma":[0.00001528638,0.001268548,0.07077355,0.00001966488,0.00005604601,0.0001949217,0.0003315109,0.0009973912,0.9245461,0.00008031078,0.001693948,0.00002274511],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951944,0.0009549683,0.001483571,0.00008774395,0.00003590083,0.00006942767,0.0007868813,0.00003774997,0.001349254],"genre_scores_gemma":[0.991597,0.0007994897,0.004215796,0.0000961746,0.0000195732,0.00009785463,0.001121368,0.00002005543,0.002032555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003767215,"threshold_uncertainty_score":0.007490575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029211003","doi":"10.3354/ame042293","title":"Responses of intermittent pond ciliate populations and communities to in situ bottom-up and top-down manipulations","year":2006,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ciliate; Abundance (ecology); Litter; Ecology; Biology; Plant litter; Nutrient; Riparian zone","authors":[{"name":"OP Andrushchyshyn","is_ca":true},{"name":"AK Magnusson","is_ca":true},{"name":"D. V. P. Williams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02075363853520353,"gpt":0.2262961874183363,"spread":0.2055425488831328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001659778,0.0002835631,0.000415574,0.000195155,0.0005017294,0.000639216,0.000310575,0.0003346596,0.001473182],"category_scores_gemma":[0.000555629,0.0002479895,0.0002700697,0.0001843601,0.0005180429,0.0002128792,0.0007540054,0.0006040625,0.0001975258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001920866,"about_ca_system_score_gemma":0.0007185168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0283269,"about_ca_topic_score_gemma":0.06222559,"domain_scores_codex":[0.9996865,0.00002179828,0.00001812892,0.00008121441,0.00009807321,0.00009437862],"domain_scores_gemma":[0.9994967,0.00005116318,0.000143702,0.00004014623,0.0001041416,0.000164167],"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":[0.001138744,0.0001303951,0.02737718,0.00007170802,0.00004316744,0.00006311665,0.0005138828,0.0001124125,0.9658421,0.00002031454,0.0001651372,0.004521891],"study_design_scores_gemma":[0.00005767554,0.002062357,0.8712945,0.00001111215,0.00006675006,0.0000678117,0.00090248,0.0008895007,0.1227689,0.00005662736,0.001794125,0.00002819656],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999003,0.00006435908,0.0001940102,0.0000265034,0.000007909302,0.00001862847,0.0001895358,0.00001292329,0.0004831316],"genre_scores_gemma":[0.9976885,0.0000777902,0.000418496,0.0001381777,0.00000747677,0.00005412917,0.0004484589,0.0000132989,0.001153599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0283269,"threshold_uncertainty_score":0.05632406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2316665672","doi":"10.3354/ame01514","title":"Microzooplankton grazing before, during and after a cyanobacterial bloom in Vancouver Lake, Washington, USA","year":2011,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"State of Washington Water Research Center, Washington State University; U.S. Geological Survey; National Science Foundation","keywords":"Bloom; Phytoplankton; Grazing; Aphanizomenon; Algal bloom; Spring bloom; Oceanography; Cyanobacteria; Chlorophyll a; Environmental science; Ecology; Biology; Nutrient; Anabaena; Botany; Geology","authors":[{"name":"J. S. Boyer","is_ca":false},{"name":"Gretchen Rollwagen‐Bollens","is_ca":false},{"name":"SM Bollens","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005434604572631887,"gpt":0.1780917093596717,"spread":0.1726571047870398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001739767,0.0003291709,0.0002461333,0.0004625921,0.001544592,0.0007390149,0.000342601,0.0002736387,0.001475049],"category_scores_gemma":[0.0003933048,0.0002723288,0.0001657844,0.0006457093,0.0002911463,0.0002547292,0.0004366105,0.0003332464,0.0002251966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004319591,"about_ca_system_score_gemma":0.00197364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.549253,"about_ca_topic_score_gemma":0.8855407,"domain_scores_codex":[0.999777,0.00001471406,0.00001066382,0.00005498702,0.00009455826,0.00004820733],"domain_scores_gemma":[0.9995932,0.00003438042,0.00008529742,0.00001093174,0.000173544,0.0001027416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004140695,0.0001069713,0.9712927,0.00005272602,0.00006933984,0.0001110056,0.0006979747,0.0001103789,0.01710152,0.0000164723,0.0007694779,0.00925737],"study_design_scores_gemma":[0.000003651803,0.00005802548,0.9988763,0.000004789861,0.000009036497,0.000009793276,0.0002135984,0.00006183193,0.0004940114,0.000002636468,0.000263921,0.000002528478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978109,0.0001641753,0.000031255,0.00003223958,0.000003923175,0.0000177791,0.0005705375,0.000005944275,0.001363258],"genre_scores_gemma":[0.9962921,0.0003136735,0.0002192987,0.00006804366,0.00000538729,0.00002795895,0.001084405,0.00000224077,0.001986922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.549253,"threshold_uncertainty_score":0.9068031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987909278","doi":"10.3354/ame029123","title":"Microbial communities in the winter cover and the water column of an alpine lake: system connectivity and uncoupling","year":2002,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universität Innsbruck; Health Technology Assessment international; Universitat de Barcelona; European Commission","keywords":"Water column; Slush; Limnology; Ecology; Snow cover; Diatom; Oceanography; Plankton; Biology; Microbial mat; Period (music); Snow; Environmental science; Physical geography; Geography; Geology; Cyanobacteria; Meteorology","authors":[{"name":"Marisol Felip","is_ca":false},{"name":"Anton Wille","is_ca":false},{"name":"Birgit Sattler","is_ca":false},{"name":"Roland Psenner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01154437558030859,"gpt":0.1994945589689748,"spread":0.1879501833886662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002348976,0.0001535896,0.0002318577,0.0006403091,0.0003056894,0.000577764,0.000132222,0.0002136709,0.000984165],"category_scores_gemma":[0.0007462885,0.0001591313,0.000193134,0.0004895063,0.000352727,0.0005914383,0.0008395927,0.0001583477,0.00007532065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000335151,"about_ca_system_score_gemma":0.0001705168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004690294,"about_ca_topic_score_gemma":0.00892803,"domain_scores_codex":[0.9998617,0.00003882243,0.00001091606,0.00003525854,0.00002400553,0.00002927976],"domain_scores_gemma":[0.9994869,0.0001271308,0.0001887259,0.0000251684,0.00007648086,0.00009547507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005261944,0.00005433635,0.9177918,0.0001134955,0.0002126932,0.0002249361,0.001583647,0.001001484,0.04683687,0.000287918,0.0001867268,0.03117976],"study_design_scores_gemma":[0.000003078538,0.00003215592,0.9987491,0.000002743427,0.00001299035,0.00002756699,0.0001666229,0.0007113453,0.0001338049,0.0000957927,0.00006251907,0.000002295521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994697,0.0001346612,0.0001417741,0.00002789756,8.77196e-7,0.000001805859,0.00003914793,0.000002442612,0.0001818095],"genre_scores_gemma":[0.9996056,0.00008087335,0.0001313548,0.00001120335,0.000004156523,0.000003792307,0.00009685681,0.000001289672,0.00006491692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004690294,"threshold_uncertainty_score":0.009325981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884744066","doi":"10.3354/ame01883","title":"Differential responses of bacteria to diatom-derived dissolved organic matter in the Arctic Ocean","year":2018,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institut Polaire Français Paul Emile Victor; Centre National de la Recherche Scientifique; Centre National d’Etudes Spatiales; Canada Excellence Research Chairs, Government of Canada; Agence Nationale de la Recherche; ArcticNet; Université Laval","keywords":"Diatom; Phytoplankton; Oceanography; Dissolved organic carbon; Sea ice; Arctic; Organic matter; Environmental science; Chaetoceros; Microbial loop; Bacterioplankton; Plankton; Nutrient; Ecology; Biology; Geology","authors":[{"name":"Laëtitia Dadaglio","is_ca":false},{"name":"Julie Dinasquet","is_ca":false},{"name":"Ingrid Obernosterer","is_ca":false},{"name":"Fabien Joux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0085091030174187,"gpt":0.2029063139659405,"spread":0.1943972109485218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002383867,0.0003528866,0.0003568044,0.0004631249,0.0005906178,0.0008361544,0.000133411,0.0004584706,0.0008952794],"category_scores_gemma":[0.0002879872,0.0001494409,0.0002779287,0.0004763192,0.0002553814,0.0002725701,0.0006773081,0.0002747668,0.000220832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008206813,"about_ca_system_score_gemma":0.0006192083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02655927,"about_ca_topic_score_gemma":0.02491564,"domain_scores_codex":[0.9998266,0.00002074845,0.000007994879,0.00005018361,0.00003638384,0.00005809437],"domain_scores_gemma":[0.9998322,0.00002308697,0.00001915126,0.000004607344,0.00006447641,0.00005644091],"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":[0.001752667,0.00008543259,0.1474421,0.0001786709,0.00007970517,0.0001300403,0.0008679513,0.0004842613,0.8353016,0.0002179741,0.0002027992,0.01325675],"study_design_scores_gemma":[0.00001170401,0.0004815086,0.9227534,0.00003651487,0.0000689713,0.0001353148,0.003244301,0.0006398339,0.06974465,0.0001806174,0.002682661,0.00002060001],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980735,0.0004765873,0.0001279985,0.00005278359,0.00002139148,0.000003690208,0.0002387985,0.000001742348,0.001003481],"genre_scores_gemma":[0.9960107,0.0009866138,0.0002025465,0.0001142386,0.00001879647,0.000007552743,0.000412723,0.000003131422,0.002243656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02655927,"threshold_uncertainty_score":0.05280936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3107783145","doi":"10.3354/ame01954","title":"Nitrogen cycling in coastal sediment microbial communities with seasonally variable benthic nutrient fluxes","year":2020,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Melbourne Water; Agriculture Victoria; Department of Jobs, Precincts and Regions; Department of Environment, Land, Water and Planning, State Government of Victoria; National Science Foundation","keywords":"Anammox; Benthic zone; Nitrogen cycle; Denitrification; Bay; Microbial population biology; Sediment; Estuary; Cycling; Ecology; Environmental science; Nitrification; Nutrient cycle; Macrobenthos; Ecosystem; Oceanography; Biology; Denitrifying bacteria; Nitrogen; Chemistry; Geography; Geology; Bacteria","authors":[{"name":"A. Marshall","is_ca":false},{"name":"Andrew R. Longmore","is_ca":false},{"name":"Lori A. Phillips","is_ca":true},{"name":"Caixian Tang","is_ca":false},{"name":"Helen L. Hayden","is_ca":false},{"name":"Karla B. Heidelberg","is_ca":false},{"name":"Pauline M. Mele","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01115488532735158,"gpt":0.1961684122318861,"spread":0.1850135269045345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002139457,0.0002121146,0.0001893534,0.0004586127,0.0003321901,0.0004765865,0.0001862677,0.0002126415,0.0003002371],"category_scores_gemma":[0.0004037103,0.0001855843,0.0001148803,0.000470067,0.0002989159,0.0002461561,0.0005467747,0.0001506205,0.00008594122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005235718,"about_ca_system_score_gemma":0.0002396046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217577,"about_ca_topic_score_gemma":0.01955047,"domain_scores_codex":[0.9998395,0.00001965264,0.00001197882,0.00006723354,0.00003007934,0.00003150755],"domain_scores_gemma":[0.9997573,0.00002389693,0.0001071144,0.00001398411,0.00005379144,0.00004388965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00035435,0.00008428501,0.6725796,0.00006595517,0.00006794584,0.0002589112,0.001031934,0.0005703071,0.3168946,0.00004499738,0.00006607554,0.00798096],"study_design_scores_gemma":[0.000002619502,0.00006263931,0.9974229,0.000002825167,0.000007481812,0.00005803363,0.0002596186,0.0004946876,0.001546008,0.00001571206,0.0001237572,0.000003833099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998038,0.00003417115,0.00004061436,0.000002507735,4.010311e-7,0.000001605453,0.00003874185,0.000001344858,0.00007692395],"genre_scores_gemma":[0.9994838,0.00004520308,0.0001601878,0.000009058868,0.000001554387,0.000008066035,0.0001466307,0.000001311207,0.0001441768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01217577,"threshold_uncertainty_score":0.0242098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2888248923","doi":"10.3354/ame01886","title":"Impact of temperature, CO2, and iron on nutrient uptake by a late-season microbial community from the Ross Sea, Antarctica","year":2018,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Biogeochemical cycle; Oceanography; Biogeochemistry; Geography; Environmental science; Ecology; Biology; Geology","authors":[{"name":"J. Spackeen","is_ca":false},{"name":"RE Sipler","is_ca":false},{"name":"EM Bertrand","is_ca":false},{"name":"Kaiqin Xu","is_ca":false},{"name":"Jeffrey B. McQuaid","is_ca":false},{"name":"NG Walworth","is_ca":false},{"name":"David A. Hutchins","is_ca":false},{"name":"AE Allen","is_ca":false},{"name":"DA Bronk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01079004936519311,"gpt":0.2384987748606769,"spread":0.2277087254954838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003032592,0.0004070361,0.0004127302,0.0004947227,0.00090146,0.0008619903,0.0001963848,0.0003735441,0.0009046476],"category_scores_gemma":[0.000342639,0.0001760013,0.00036025,0.0005476692,0.0002397033,0.0003999086,0.0006484682,0.0002703361,0.0003206194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004928882,"about_ca_system_score_gemma":0.0005742914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02309699,"about_ca_topic_score_gemma":0.04003868,"domain_scores_codex":[0.9998472,0.0000223992,0.00001534295,0.00003648312,0.00004086353,0.00003763247],"domain_scores_gemma":[0.9997966,0.00002405936,0.00004941201,0.00001048417,0.00006487485,0.00005466053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001351266,0.0001546852,0.5586466,0.000291446,0.0002842186,0.0003904549,0.001704479,0.0006467882,0.4137861,0.00008629329,0.001193601,0.02146408],"study_design_scores_gemma":[0.00001092631,0.0001884113,0.9931723,0.00001656684,0.00004586295,0.00009305499,0.0009651512,0.0003293047,0.003968018,0.00003943715,0.001159344,0.0000115392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983189,0.000468502,0.00004018406,0.00008726244,0.00000770348,0.000003875925,0.0004948469,0.000004758362,0.0005739486],"genre_scores_gemma":[0.996917,0.0009066606,0.0002488534,0.0001351672,0.00001517161,0.0000104877,0.001177455,0.00001064116,0.0005785578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02309699,"threshold_uncertainty_score":0.04592508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970561882","doi":"10.3354/ame01694","title":"Effects of enhanced temperature and ultraviolet B radiation on a natural plankton community of the Beagle Channel (southern Argentina): a mesocosm study","year":2014,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":17,"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 Rimouski; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Instituto Antártico Argentino","keywords":"Mesocosm; Beagle; Plankton; Channel (broadcasting); Environmental science; Oceanography; Ultraviolet radiation; Ultraviolet; Ultraviolet B radiation; Natural (archaeology); Ecology; Biology; Environmental chemistry; Chemistry; Ecosystem; Geology; Physics; Optoelectronics; Radiochemistry; Telecommunications","authors":[{"name":"Sébastien Moreau","is_ca":true},{"name":"Behzad Mostajir","is_ca":false},{"name":"Gastón O. Almandoz","is_ca":false},{"name":"S. Demers","is_ca":false},{"name":"Marcelo Hernando","is_ca":false},{"name":"Karine Lemarchand","is_ca":true},{"name":"Marie Lionard","is_ca":false},{"name":"Bernard Mercier","is_ca":true},{"name":"S Roy","is_ca":true},{"name":"IR Schloss","is_ca":true},{"name":"Mélilotus Thyssen","is_ca":false},{"name":"Gustavo Ferreyra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003440861243131442,"gpt":0.1776148993533305,"spread":0.174174038110199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001464496,0.0003225195,0.0004640766,0.0001799269,0.0004079546,0.0002783967,0.0002558866,0.0002922821,0.0004980713],"category_scores_gemma":[0.0001308678,0.0001570837,0.0002888426,0.0001925445,0.0002793904,0.0002292006,0.0003452693,0.0003470455,0.00008723922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006723859,"about_ca_system_score_gemma":0.0003237215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.020465,"about_ca_topic_score_gemma":0.0256399,"domain_scores_codex":[0.9998248,0.00002281607,0.000006464973,0.00009500824,0.00002350579,0.00002743559],"domain_scores_gemma":[0.9998631,0.00001339093,0.00003881383,0.00001168505,0.00002475797,0.00004811966],"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":[0.002492195,0.0005147467,0.1877511,0.0001052752,0.00007326726,0.0002585803,0.0006458083,0.0006668415,0.8011743,0.00003641754,0.0001520279,0.006129415],"study_design_scores_gemma":[0.00005110529,0.0007652463,0.9911019,0.000003551049,0.00003291795,0.00006244925,0.0002642071,0.001026314,0.006193899,0.00001699253,0.0004741031,0.000007338945],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996421,0.0000520192,0.00005367758,0.000008408951,0.000002701781,0.00001138809,0.00009269304,0.000002143122,0.0001348369],"genre_scores_gemma":[0.998823,0.00009238676,0.0003954277,0.00002600027,0.000006792227,0.00004911984,0.000294119,0.000002478406,0.0003106051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.020465,"threshold_uncertainty_score":0.04069179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980880294","doi":"10.3354/ame048131","title":"Abundance dynamics and sequence variation of neomycin phosphotransferase gene (nptII) homologs in river water","year":2007,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Biology; Gene; Pseudomonas stutzeri; Plasmid; Genetics; Bacteria","authors":[{"name":"Bin Zhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006174642557654902,"gpt":0.2201396093527618,"spread":0.2139649667951069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009814787,0.0001551887,0.0002087451,0.0006245453,0.0002345212,0.0003782385,0.0001383072,0.0002314043,0.000871984],"category_scores_gemma":[0.0002563281,0.0001580768,0.0001133008,0.0009846695,0.0001906819,0.0001681287,0.0002341236,0.000203722,0.000317932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005101067,"about_ca_system_score_gemma":0.0003624677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02542068,"about_ca_topic_score_gemma":0.03949702,"domain_scores_codex":[0.9998853,0.000009570473,0.000009225083,0.00003943856,0.00003165434,0.00002482025],"domain_scores_gemma":[0.9997423,0.0000311202,0.00007162928,0.000009230609,0.0001102266,0.00003546082],"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":[0.0003068598,0.00004228457,0.2966556,0.00006714517,0.0000401154,0.0001270236,0.0006153043,0.0001552934,0.6941456,0.00004322536,0.0001851337,0.007616499],"study_design_scores_gemma":[0.000003874469,0.0000712903,0.9762592,0.000003763963,0.00001739241,0.0001314171,0.0004853472,0.0002671981,0.02210697,0.00001409423,0.0006329674,0.000006481428],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986663,0.0001021254,0.0001684495,0.00001312959,0.000001323544,0.000005919155,0.0007218425,0.000006425305,0.0003145559],"genre_scores_gemma":[0.9966203,0.0001799904,0.0005127527,0.00002328394,0.000001780718,0.0000181533,0.00161575,0.000006986502,0.001020937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02542068,"threshold_uncertainty_score":0.05054545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611063603","doi":"10.3354/ame01834","title":"Regional patterns in ammonia-oxidizing communities throughout Chukchi Sea waters from the Bering Strait to the Beaufort Sea","year":2017,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oceanography; Beaufort scale; Arctic; Estuary; Nitrification; Environmental science; Ecology; Geology; Biology; Chemistry; Nitrogen","authors":[{"name":"Julian Damashek","is_ca":false},{"name":"KP Pettie","is_ca":false},{"name":"ZW Brown","is_ca":false},{"name":"MM Mills","is_ca":false},{"name":"Kevin R. Arrigo","is_ca":false},{"name":"Christopher Francis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03096123345197287,"gpt":0.2635176172683748,"spread":0.2325563838164019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001756407,0.0002314764,0.0001864447,0.0006889254,0.0006826118,0.0005619673,0.0002773783,0.0003039142,0.001027698],"category_scores_gemma":[0.0003173711,0.0001484828,0.0002211276,0.0009689794,0.0003852849,0.0002755178,0.0005336463,0.0001927081,0.0002464616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008592542,"about_ca_system_score_gemma":0.0007808737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2171522,"about_ca_topic_score_gemma":0.3682918,"domain_scores_codex":[0.9998775,0.00001145107,0.00001131781,0.00004434086,0.0000176729,0.00003781608],"domain_scores_gemma":[0.9994684,0.00004113475,0.0001587713,0.0000194871,0.0002099713,0.000102262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002813067,0.00001773616,0.9780844,0.00007889188,0.0001421715,0.0002185293,0.001993141,0.000195956,0.009429974,0.00003685312,0.0007356509,0.008785331],"study_design_scores_gemma":[0.000001118487,0.000007960288,0.9992275,0.000007148306,0.000007866797,0.00001980916,0.0004687384,0.00004342754,0.00007060861,0.00000276383,0.0001407368,0.000002400199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987677,0.0002160515,0.00002974338,0.00004275346,0.000004556747,0.000003357052,0.0003946478,0.000004932825,0.0005363858],"genre_scores_gemma":[0.9985754,0.0001505308,0.00009868756,0.00003458855,0.000005021542,0.000005779704,0.0005851965,0.000002535624,0.0005422169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2171522,"threshold_uncertainty_score":0.4317764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2561332529","doi":"10.3354/ame01813","title":"Versatile photophysiology of compositionally similar cyanobacterial mat communities inhabiting submerged sinkholes of Lake Huron","year":2016,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; Grand Valley State University; National Aeronautics and Space Administration; Michigan Space Grant Consortium; University of Waterloo; National Science Foundation","keywords":"Sinkhole; Microbial mat; Chlorophyll a; Ecology; Aquatic ecosystem; Biology; Environmental science; Oceanography; Cyanobacteria; Botany; Karst; Geology","authors":[{"name":"MJ Snider","is_ca":false},{"name":"BA Biddanda","is_ca":false},{"name":"MM Lindback","is_ca":false},{"name":"SL Grim","is_ca":false},{"name":"GJ Dick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008625737641799332,"gpt":0.2013419127148221,"spread":0.1927161750730228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009702997,0.0002359078,0.000242086,0.0004728808,0.0004742341,0.0003568723,0.0001643913,0.0001922467,0.0002515909],"category_scores_gemma":[0.0001615467,0.0001659888,0.0001308151,0.0003498686,0.0003020349,0.0002626442,0.0004877139,0.0001294634,0.00004373166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002855931,"about_ca_system_score_gemma":0.0002367032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006339625,"about_ca_topic_score_gemma":0.01352988,"domain_scores_codex":[0.999892,0.00001215204,0.000008240842,0.00003414832,0.00002324444,0.00003018797],"domain_scores_gemma":[0.999891,0.0000099057,0.00003594259,0.000004517354,0.00002462003,0.00003381456],"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":[0.000303504,0.00005037901,0.3092315,0.00005084682,0.00003264896,0.000282209,0.002540892,0.0001518767,0.6847359,0.00004366232,0.000033386,0.002543212],"study_design_scores_gemma":[0.000004873435,0.0001233207,0.9930897,0.000002571256,0.00001169199,0.0000738207,0.0009617793,0.0003480822,0.005264337,0.00001775533,0.00009633655,0.000005699644],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998895,0.00001227103,0.00002105315,0.000002606178,2.661972e-7,0.000001750913,0.0000310557,0.000001018312,0.00004053472],"genre_scores_gemma":[0.9997014,0.00001516422,0.00009332273,0.00000686354,0.0000013096,0.000005485017,0.0001049077,9.563964e-7,0.00007054064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006339625,"threshold_uncertainty_score":0.01260543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324214233","doi":"10.3354/ame01684","title":"Viral infection of bacteria and phytoplankton in the Arctic Ocean as viewed through the lens of fingerprint analysis","year":2014,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; Canadian Institute for Advanced Research","funders":"Université Laval; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Phytoplankton; Biology; Temperature gradient gel electrophoresis; Biogeochemical cycle; Ecology; Arctic; Oceanography; Microbial population biology; Bacteria; Genetics; 16S ribosomal RNA","authors":[{"name":"JP Payet","is_ca":false},{"name":"Curtis A. Suttle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007887194024668545,"gpt":0.2343582708934102,"spread":0.2264710768687416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004398159,0.0002079636,0.00012863,0.001465199,0.0006668383,0.00144532,0.0001487965,0.000321806,0.0009990289],"category_scores_gemma":[0.0005565463,0.0001919204,0.0001899734,0.0007749626,0.0004484613,0.0007477037,0.00084003,0.0005221581,0.0002121514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027769,"about_ca_system_score_gemma":0.000460228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02162694,"about_ca_topic_score_gemma":0.02789536,"domain_scores_codex":[0.999859,0.00002744058,0.000006300317,0.00001739039,0.00005785663,0.00003205318],"domain_scores_gemma":[0.9996399,0.0000604505,0.0001032527,0.00001921013,0.0001040917,0.00007328565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008689876,0.00005142123,0.4347174,0.0003932867,0.0001769414,0.001419023,0.005276432,0.001428084,0.418822,0.005978171,0.004402526,0.1264657],"study_design_scores_gemma":[0.000007994288,0.0001540396,0.9532942,0.0001381904,0.00008688735,0.001320697,0.007917743,0.002644762,0.01700289,0.002353252,0.01502644,0.0000528647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686643,0.01050884,0.005316256,0.001129719,0.0001196479,0.0000136447,0.0006494939,0.0001175023,0.01348065],"genre_scores_gemma":[0.9906456,0.003502398,0.003378288,0.0001725467,0.00006704928,0.000005673332,0.0002104756,0.00001526791,0.002002677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02162694,"threshold_uncertainty_score":0.04300213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970427684","doi":"10.3354/ame036123","title":"Phylogenetic analysis of intracellular bacteria of a harmful marine microalga, Heterocapsa circularisquama (Dinophyceae)","year":2004,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Marine Biosciences","funders":"","keywords":"Dinophyceae; Biology; Microbiology; Dinoflagellate; 16S ribosomal RNA; Bacteria; Proteobacteria; Marine bacteriophage; Botany; Ecology; Genetics; Phytoplankton","authors":[{"name":"Teruya Maki","is_ca":false},{"name":"Ikuo Yoshinaga","is_ca":true},{"name":"N Katanozaka","is_ca":true},{"name":"Ichiro Imai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007016083593410283,"gpt":0.2054083049828108,"spread":0.1983922213894006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001914989,0.0003446166,0.000265638,0.0009245084,0.0004598024,0.0003592784,0.0001443525,0.0003357063,0.0002990578],"category_scores_gemma":[0.0003605591,0.0001604494,0.0002534191,0.0005308957,0.0002081643,0.0002365105,0.0004475594,0.000212119,0.0002201172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001834107,"about_ca_system_score_gemma":0.0002625175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00219004,"about_ca_topic_score_gemma":0.00213163,"domain_scores_codex":[0.9997376,0.00002250524,0.00002480754,0.0001151923,0.00004717158,0.00005271477],"domain_scores_gemma":[0.9996296,0.00004570566,0.00008634109,0.00002217691,0.0001213413,0.00009477913],"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":[0.0002291543,0.0000748774,0.1651464,0.0001076709,0.00004207109,0.0002294999,0.0008008935,0.0001287421,0.8227032,0.00007432701,0.00004269593,0.01042037],"study_design_scores_gemma":[0.00001226224,0.0003318667,0.9766683,0.00002015322,0.00007869115,0.001068164,0.0009938348,0.0009373153,0.01828527,0.00004708728,0.001544471,0.00001270248],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990576,0.0001827354,0.0002943823,0.00001482436,0.000002084855,0.00001034787,0.000121939,0.000003164222,0.0003128727],"genre_scores_gemma":[0.9971012,0.0002033425,0.001280961,0.00003601232,0.000005054852,0.00002349565,0.000918541,0.00000383594,0.000427463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00219004,"threshold_uncertainty_score":0.004354596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104443700","doi":"10.3354/ame047091","title":"effect of tetracycline on the colonization and growth of microbes on Scirpus lacustris litter in oligotrophic and eutrophic waters","year":2007,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada; University of Saskatchewan","funders":"","keywords":"Scirpus; Eutrophication; Biology; Context (archaeology); Ecology; Wetland; Aquatic plant; Aquatic ecosystem; Nutrient; Botany; Macrophyte","authors":[{"name":"B. C. Verma","is_ca":true},{"name":"RD Robarts","is_ca":false},{"name":"JV Headley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004379773757499257,"gpt":0.190529245765865,"spread":0.1861494720083657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001834425,0.0003646968,0.0003389247,0.0002483932,0.0002200127,0.0004344242,0.0002723327,0.0003297623,0.0008480485],"category_scores_gemma":[0.0004035008,0.0001578958,0.0002289162,0.0001760993,0.0002723901,0.0002516422,0.0004183414,0.0004213226,0.0001410218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003785706,"about_ca_system_score_gemma":0.0003592404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005924542,"about_ca_topic_score_gemma":0.0137763,"domain_scores_codex":[0.9997247,0.00005702085,0.00002916133,0.00007152112,0.00005633961,0.00006118575],"domain_scores_gemma":[0.9995161,0.0001352066,0.0001069273,0.00002313256,0.0000698086,0.0001488286],"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":[0.0004849632,0.00005910312,0.002062936,0.00006591317,0.000008819748,0.00006080226,0.0000720807,0.0000573444,0.9955034,0.00001098661,0.0000227666,0.001590901],"study_design_scores_gemma":[0.00004185498,0.005093605,0.1760718,0.00003466797,0.00006770508,0.0001659065,0.0006544667,0.001422013,0.8149031,0.00004348193,0.001469739,0.0000316133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991089,0.0002582363,0.00007027455,0.00003325498,0.000006236109,0.000006523393,0.0001096226,0.000005832995,0.0004012786],"genre_scores_gemma":[0.9977643,0.0002414998,0.0005409987,0.00005152775,0.000006956584,0.00001721835,0.0002328507,0.000006735297,0.001137932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005924542,"threshold_uncertainty_score":0.01178014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2316243903","doi":"10.3354/ame01720","title":"Dissecting the role of viruses in marine nutrient cycling: bacterial uptake of D- and L-amino acids released by viral lysis","year":2014,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":5,"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":"Natural Sciences and Engineering Research Council of Canada; Danmarks Frie Forskningsfond","keywords":"Nutrient; Lysis; Cycling; Biology; Amino acid; Nutrient cycle; Microbiology; Chemistry; Biochemistry; Environmental chemistry; Ecology","authors":[{"name":"EJ Shelford","is_ca":true},{"name":"NOG Jørgensen","is_ca":false},{"name":"S. E. Rasmussen","is_ca":false},{"name":"Curtis A. Suttle","is_ca":true},{"name":"Mathias Middelboe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005212740289592871,"gpt":0.2158780506910872,"spread":0.2106653104014943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001854778,0.0003887717,0.0002921369,0.0001968696,0.0001996663,0.0005641537,0.0001663429,0.0005154315,0.0003632531],"category_scores_gemma":[0.0001680862,0.0001222699,0.0002905473,0.0001369879,0.0002526558,0.0005642995,0.0003524678,0.0004629305,0.0002321585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000317179,"about_ca_system_score_gemma":0.0002446579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00122814,"about_ca_topic_score_gemma":0.001186071,"domain_scores_codex":[0.9998702,0.0000222839,0.000009316786,0.00003561034,0.00003001364,0.00003255931],"domain_scores_gemma":[0.9998833,0.0000356773,0.00002606685,0.000007828344,0.00002104393,0.00002599649],"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":[0.0000403837,0.000004876134,0.0008753163,0.00002734266,0.000002722991,0.00001750942,0.00001902586,0.00002011594,0.9985071,0.00002188063,0.000002181957,0.0004615108],"study_design_scores_gemma":[0.00000643659,0.0003207873,0.0193481,0.00001472609,0.00001881335,0.0001473406,0.0002345795,0.001378315,0.9774442,0.0001194494,0.0009550392,0.00001222836],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960504,0.001241596,0.002011918,0.00003977597,0.000009124432,0.00001159297,0.00008520424,0.00001203888,0.0005382135],"genre_scores_gemma":[0.9950984,0.0008288563,0.002763259,0.00004695864,0.00000735736,0.0000173069,0.0001691057,0.0000124375,0.001056244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00122814,"threshold_uncertainty_score":0.002442002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3008760692","doi":"10.3354/ame01929","title":"Multivariate control of heterotrophic bacterial abundance and zooplankton grazing in Labrador fjords (northeastern Canada)","year":2020,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":1,"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 Rimouski; Canadian Museum of Nature","funders":"","keywords":"Phytoplankton; Zooplankton; Fjord; Heterotroph; Grazing; Bacterioplankton; Biology; Abundance (ecology); Microbial food web; Nutrient; Abiotic component; Algae; Animal science; Ecology; Oceanography; Bacteria","authors":[{"name":"AG Simo-Matchim","is_ca":true},{"name":"Michel Gosselin","is_ca":true},{"name":"Claude Belzile","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007537575284891338,"gpt":0.190650829706756,"spread":0.1831132544218646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004821614,0.0004635288,0.0004456594,0.0007900042,0.001121366,0.0008125977,0.0006472105,0.00024566,0.0008582237],"category_scores_gemma":[0.0009389458,0.0001922823,0.0003894459,0.001049627,0.0005233934,0.0002131242,0.000420723,0.0002515938,0.0001410026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006387213,"about_ca_system_score_gemma":0.004424709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9203624,"about_ca_topic_score_gemma":0.9663254,"domain_scores_codex":[0.9995174,0.00007917048,0.00003035596,0.0001363584,0.00008968984,0.0001468863],"domain_scores_gemma":[0.9991159,0.0001261479,0.0002000057,0.00005011217,0.0003394621,0.0001684642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002638733,0.00004585128,0.9866416,0.00001980832,0.0001619749,0.0001001372,0.0003825126,0.0004599841,0.003750505,0.00003068991,0.0002831568,0.007859875],"study_design_scores_gemma":[0.000001843869,0.00001185896,0.9990707,0.000002516384,0.00001384028,0.000007874847,0.0002337883,0.0004192222,0.0001003173,0.000004237823,0.0001301887,0.000003684561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990948,0.0001319916,0.000109645,0.00001506001,0.000003164973,0.000004918724,0.000391507,0.000008635017,0.0002402079],"genre_scores_gemma":[0.998219,0.00007331072,0.0003183458,0.00001871277,0.000002450638,0.000009725499,0.0007715491,0.000006343887,0.000580598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07963759,"threshold_uncertainty_score":0.1602131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383738797","doi":"10.3354/ame02001","title":"Comparison of swab DNA extraction methods for examining sea star dermal microbiomes","year":2022,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tula Foundation","funders":"","keywords":"Biology; Microbiome; Proteobacteria; Bacteroidetes; DNA extraction; Amplicon; Metagenomics; 16S ribosomal RNA; Marine invertebrates; Amplicon sequencing; Zoology; Genetics; Polymerase chain reaction; Ecology; Gene","authors":[{"name":"C. R. M. Prentice","is_ca":true},{"name":"ALM Gehman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04353524299378526,"gpt":0.3993898363132811,"spread":0.3558545933194959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005713468,0.001227973,0.0006495397,0.003133806,0.0005787729,0.001414774,0.0006998819,0.0008882352,0.0009212967],"category_scores_gemma":[0.009989874,0.0006471281,0.0008563453,0.001463015,0.0006843201,0.0008668107,0.001371179,0.0005050862,0.0006509015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002816549,"about_ca_system_score_gemma":0.0005936988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008968748,"about_ca_topic_score_gemma":0.004124758,"domain_scores_codex":[0.9927659,0.002309456,0.00146303,0.001170945,0.001962485,0.0003282565],"domain_scores_gemma":[0.9948971,0.002288671,0.0009236411,0.0003914547,0.001296515,0.0002025428],"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":[0.001060959,0.0002793936,0.06019264,0.001426,0.0003942359,0.0001576166,0.000885178,0.0005584471,0.8837258,0.0001696574,0.0001957849,0.05095425],"study_design_scores_gemma":[0.000104757,0.008724974,0.3111035,0.0005354392,0.001092278,0.001534847,0.002531543,0.004158272,0.6590009,0.0005856123,0.0104317,0.0001962236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9225039,0.00488203,0.06649472,0.0002504017,0.0002547887,0.001042506,0.001868626,0.0001953876,0.002507559],"genre_scores_gemma":[0.6790671,0.007168369,0.3023982,0.0005014564,0.0001097114,0.002135028,0.006223713,0.0001701128,0.002226393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005713468,"threshold_uncertainty_score":0.03021604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012067826","doi":"10.3354/ame01930","title":"Quantification of small-scale heterogeneity in aquatic aminopeptidase activity","year":2020,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Yukon Department of Environment","funders":"","keywords":"Spatial variability; Salinity; Environmental science; Nitrate; Chlorophyll; Chemistry; Biology; Animal science; Ecology; Botany; Mathematics; Statistics","authors":[{"name":"BM Gaas","is_ca":true},{"name":"JW Ammerman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03014727857276865,"gpt":0.2443541485261993,"spread":0.2142068699534306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004800535,0.0003529345,0.0003414322,0.0009195708,0.0002994027,0.0006912107,0.0002937207,0.000324928,0.000467681],"category_scores_gemma":[0.0008422377,0.000192412,0.0001883787,0.0006435736,0.0003720314,0.0004080044,0.0004040574,0.0003507364,0.0001621257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003115263,"about_ca_system_score_gemma":0.0002324033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0025375,"about_ca_topic_score_gemma":0.004283298,"domain_scores_codex":[0.9995957,0.00004402104,0.00002392652,0.0001629312,0.0001315113,0.00004191285],"domain_scores_gemma":[0.9995384,0.0001787832,0.0000946591,0.00003783255,0.00011502,0.00003541919],"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":[0.00008390086,0.00005900377,0.03706586,0.00008029734,0.00003099499,0.00005123111,0.0001577512,0.0004388143,0.9522651,0.0000907292,0.00006850631,0.009607923],"study_design_scores_gemma":[0.00001740192,0.0003880727,0.6658356,0.00002068187,0.00006385348,0.0002899082,0.0003458454,0.01490914,0.3154241,0.0004687085,0.002199915,0.00003681875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968236,0.0005339455,0.02842265,0.00003085615,0.00001301818,0.0001443998,0.001040805,0.0001521667,0.001426082],"genre_scores_gemma":[0.9744682,0.0002938978,0.02317058,0.00004342499,0.00001011075,0.0002605892,0.001102438,0.00003172692,0.0006190676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0025375,"threshold_uncertainty_score":0.005045414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405009752","doi":"10.3354/ame02014","title":"The hypersaline northwestern Arabian Gulf contains a phylogenetically diverse and highly uneven community of viruses related to cyanophages and pelagiphages","year":2024,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"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; Fisheries and Oceans Canada","funders":"","keywords":"Oceanography; Biology; Ecology; Geography; Geology","authors":[{"name":"Awatef Almutairi","is_ca":false},{"name":"Curtis A. Suttle","is_ca":true},{"name":"JA Gustavsen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007975882341711022,"gpt":0.252123086121375,"spread":0.244147203779664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000123353,0.0003162086,0.0002478056,0.0008623617,0.0005545185,0.0005456029,0.0001121306,0.0002085961,0.0004672492],"category_scores_gemma":[0.0001684173,0.0001069182,0.0001408452,0.0009736101,0.0002908067,0.0002682671,0.0003962457,0.0001248298,0.0001254585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002631344,"about_ca_system_score_gemma":0.0003530358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091057,"about_ca_topic_score_gemma":0.0135499,"domain_scores_codex":[0.9998709,0.00001371039,0.00001197295,0.00003984572,0.00003969287,0.00002396881],"domain_scores_gemma":[0.9998755,0.00001438011,0.00004956298,0.000005540052,0.00003557734,0.0000193814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002680003,0.00004195155,0.606975,0.0001631125,0.00007984486,0.0004478829,0.002013049,0.0005718199,0.3661558,0.0001518563,0.00009405045,0.0230377],"study_design_scores_gemma":[0.000004837128,0.00007334661,0.9850186,0.00002699406,0.0000246268,0.0004060282,0.002122981,0.0006090165,0.01031456,0.00006966518,0.001316302,0.00001296388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992969,0.000136581,0.0001374409,0.0000114481,0.000001624231,0.000002407477,0.000156886,0.000002304155,0.0002542757],"genre_scores_gemma":[0.9984499,0.0002360469,0.0006791808,0.00002205641,0.000003620484,0.000004141021,0.0003225073,0.000001929434,0.0002806335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01091057,"threshold_uncertainty_score":0.02169412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230552755","doi":"10.3354/ame01983","title":"16S rRNA gene sequences of Candidatus Methylumidiphilus (Methylococcales), a putative methanotrophic genus in lakes and ponds","year":2021,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"GenBank; 16S ribosomal RNA; Candidatus; Biology; Ribosomal RNA; Metagenomics; Genus; Gene; Ecology; Genetics","authors":[{"name":"Antti J. Rissanen","is_ca":false},{"name":"M Buck","is_ca":false},{"name":"S Peura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00981034617538022,"gpt":0.2354275069084405,"spread":0.2256171607330603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000314563,0.0003557107,0.0003703486,0.001210768,0.0004249644,0.0004185195,0.0001934622,0.0003159401,0.0003367336],"category_scores_gemma":[0.0009381813,0.0001651191,0.0003889077,0.001736302,0.0002050964,0.0002674147,0.0006161025,0.0002172341,0.000174924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002298652,"about_ca_system_score_gemma":0.0004811564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003430726,"about_ca_topic_score_gemma":0.00524968,"domain_scores_codex":[0.9996002,0.0000305037,0.000077918,0.0001140735,0.0001088727,0.00006832508],"domain_scores_gemma":[0.9995574,0.00006903397,0.0001566077,0.0000527442,0.00009363823,0.00007055429],"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":[0.0007370278,0.00003504439,0.1003341,0.0003425962,0.00006181106,0.0002754728,0.0006740366,0.0003671334,0.8791009,0.00005829538,0.00013078,0.01788278],"study_design_scores_gemma":[0.00001491065,0.0002416056,0.9403949,0.00004619852,0.0001129033,0.0005348612,0.000425211,0.0008909581,0.05334251,0.00006532761,0.003907026,0.0000236051],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995911,0.0005794434,0.0004907183,0.00001615351,0.000005058236,0.00002029984,0.002619223,0.00002093188,0.0003371559],"genre_scores_gemma":[0.9788178,0.0006152077,0.005832762,0.00004327446,0.00001141003,0.00007339666,0.01405052,0.00001287026,0.0005426926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003430726,"threshold_uncertainty_score":0.006821513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}