{"meta":{"query_hash":"a70bdf6300da","filters":{"venue":"mLife"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/a70bdf6300da","api":"https://metacan.xera.ac/api/v1/cohort?venue=mLife"},"results":[{"id":"W4296833020","doi":"10.1002/mlf2.12036","title":"Assessing global fungal threats to humans","year":2022,"lang":"en","type":"review","venue":"mLife","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Population; Agriculture; Environmental health; Geography; Biology; Environmental resource management; Ecology; Biotechnology; Environmental planning; Environmental science; Medicine","score_opus":0.08830306689683225,"score_gpt":0.37991744739516004,"score_spread":0.2916143804983278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296833020","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014640999,0.98737323,0.00007966669,0.0000068939016,0.0003424991,0.00031542775,0.004865309,0.00002223192,0.0068483176],"genre_scores_gemma":[0.00005906262,0.99497026,0.00013645661,0.0003190813,0.0006432784,0.000120246325,0.0028905456,0.00003922079,0.000821849],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847937,0.00013341122,0.0002841742,0.00057839183,0.00020289303,0.0003217792],"domain_scores_gemma":[0.99918324,0.000015970274,0.000112492555,0.0004590609,0.000018302979,0.00021095312],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012517309,0.00033454064,0.00060228433,0.000040191982,0.0001698805,0.00010350521,0.00037383696,0.00019577087,0.0002484034],"category_scores_gemma":[0.0000715616,0.00030048515,0.0004437229,0.00016424454,0.000020406427,0.0000028103839,0.00036501902,0.00013161909,0.00008354196],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010589811,0.00009230331,0.00015930532,0.0015457923,0.00018669157,0.00014322229,0.000003192361,0.0000034891332,0.00023080275,0.000076825636,0.017534805,0.98001295],"study_design_scores_gemma":[0.000056275563,0.00008367047,0.00012372764,0.00036867015,0.0002731966,0.0000727438,0.00001020702,2.6124928e-7,0.0000029593418,0.0000067244737,0.99864507,0.00035649605],"about_ca_topic_score_codex":0.0000056373724,"about_ca_topic_score_gemma":0.00001211054,"teacher_disagreement_score":0.9811103,"about_ca_system_score_codex":0.0000644777,"about_ca_system_score_gemma":0.00033997814,"threshold_uncertainty_score":0.99994475},"labels":[],"label_agreement":null},{"id":"W4327956402","doi":"10.1002/mlf2.12061","title":"A successful start for <i>mLife</i>","year":2023,"lang":"en","type":"editorial","venue":"mLife","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Oklahoma; State Key Laboratory of Microbial Resources; Lawrence Berkeley National Laboratory; University of Chinese Academy of Sciences; Chinese Academy of Sciences; Institute of Microbiology, Chinese Academy of Sciences","keywords":"Tribute; Editorial board; Library science; Political science; China; History; Law; Computer science","score_opus":0.013114493338012859,"score_gpt":0.265834244025994,"score_spread":0.25271975068798114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327956402","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027285332,0.000024269799,0.000040399784,0.00030786425,0.9918686,0.00042467518,0.000867942,0.00014936928,0.0035883484],"genre_scores_gemma":[0.00092308456,0.00016379535,0.00030087415,0.0009944659,0.9710132,0.0002891847,0.004667866,0.00013198158,0.02151558],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998421,0.00017727217,0.00027233028,0.00041907406,0.00021555292,0.000494786],"domain_scores_gemma":[0.99684405,0.0023288003,0.0001502865,0.0005512913,0.000021612828,0.0001039404],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005212033,0.00025861253,0.00040869712,0.000035302965,0.0003284001,0.000026356342,0.00087699323,0.0009224766,0.00476667],"category_scores_gemma":[0.0009923376,0.00025826797,0.00015320539,0.0001483321,0.00025234453,0.00007342857,0.00062227185,0.0007847205,0.004566245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007107749,0.00004398678,0.00012585719,0.00004273841,0.000028805012,0.0000032307994,0.00009622958,0.000045474055,0.0003065184,0.000008749258,0.9991061,0.00012123927],"study_design_scores_gemma":[0.00033629683,0.00016935988,0.00010043324,0.000013553216,0.00003326943,2.64366e-7,0.000018399209,0.000013919229,0.00004567095,0.0010053209,0.9979881,0.00027541432],"about_ca_topic_score_codex":0.00085929304,"about_ca_topic_score_gemma":0.0062125255,"teacher_disagreement_score":0.020855429,"about_ca_system_score_codex":0.00013617708,"about_ca_system_score_gemma":0.00007723048,"threshold_uncertainty_score":0.99998695},"labels":[],"label_agreement":null},{"id":"W4391613708","doi":"10.1002/mlf2.12092","title":"Why and how to use the SeqCode","year":2024,"lang":"en","type":"article","venue":"mLife","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nomenclature; Biology; Genome; Code (set theory); Evolutionary biology; Computational biology; Genealogy; Genetics; Gene; Computer science; Zoology; History; Taxonomy (biology); Programming language","score_opus":0.01803409784349871,"score_gpt":0.2364647636892716,"score_spread":0.2184306658457729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391613708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821122,0.0041953805,0.0004298473,0.012660077,0.00018401995,0.00008947896,0.000021981621,0.0000039116344,0.00030308703],"genre_scores_gemma":[0.9934872,0.00032753838,0.00023926493,0.0040051104,0.00019298673,0.000012626552,0.000003437796,0.000009612579,0.0017222485],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996636,0.000013580151,0.000032983895,0.00015974099,0.00003552973,0.0000945945],"domain_scores_gemma":[0.99978584,0.000015023418,0.0000049777923,0.00014246552,0.000014776115,0.000036932535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060097962,0.000060895378,0.00004219531,0.000010008319,0.00005279344,0.00008906443,0.000059468915,0.000027870416,0.0000027761716],"category_scores_gemma":[0.000036159374,0.000039900766,0.000023704104,0.00003274664,0.000029001878,3.122078e-7,0.00010818745,0.000026420146,0.0000056729646],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013235149,0.0000065420995,0.003697951,0.000018064042,0.000116808435,0.0000045013626,0.000296569,0.000032190215,0.6595922,0.00053920626,0.33095172,0.0047310297],"study_design_scores_gemma":[0.000035188023,0.000055837943,0.007292283,0.00000369443,0.000009422768,0.000006205953,0.00004528681,0.00003440688,0.012455331,0.000052312247,0.9799454,0.00006462918],"about_ca_topic_score_codex":0.00001636149,"about_ca_topic_score_gemma":0.000049037175,"teacher_disagreement_score":0.6489937,"about_ca_system_score_codex":0.000001976419,"about_ca_system_score_gemma":0.000010689971,"threshold_uncertainty_score":0.1627106},"labels":[],"label_agreement":null},{"id":"W4393230212","doi":"10.1002/mlf2.12116","title":"Ranking environmental and edaphic attributes driving soil microbial community structure and activity with special attention to spatial and temporal scales","year":2024,"lang":"en","type":"review","venue":"mLife","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"College of Engineering, Michigan State University; Office of Science; McMaster University; Michigan State University; U.S. Department of Energy; Commonwealth Scientific and Industrial Research Organisation; National Science Foundation","keywords":"Edaphic; Ecology; Microbial population biology; Biological dispersal; Population; Biology; Habitat; Temporal scales; Spatial variability; Community structure; Environmental science; Soil water","score_opus":0.018397602969591597,"score_gpt":0.2501547196374667,"score_spread":0.23175711666787513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393230212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91449064,0.08440743,0.000016933896,0.000057792415,0.0001824579,0.00051540794,0.00025894344,0.00002398042,0.000046411064],"genre_scores_gemma":[0.7751387,0.22389357,0.00010904327,0.0000773978,0.00037377424,0.0000124853495,0.00029444307,0.000038692706,0.00006190678],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812096,0.0008213846,0.00024007249,0.0004194141,0.00010341285,0.00029474008],"domain_scores_gemma":[0.9992551,0.00017963306,0.00014219992,0.00028504737,0.000002055109,0.00013596847],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031757247,0.00041775493,0.00082457217,0.00007666852,0.0007426049,0.0000891074,0.00022505443,0.0003442622,0.00041395068],"category_scores_gemma":[0.000015923413,0.0003365188,0.00007299222,0.00009362789,0.000733117,0.00013042931,0.0013794552,0.0012268488,0.000037905997],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002334048,0.00031822742,0.0714296,0.006069542,0.0004925406,0.00004852949,0.0025835221,0.000009128359,0.015131533,0.000017424658,0.0040280675,0.8996385],"study_design_scores_gemma":[0.0014931242,0.0013145544,0.35577202,0.005038342,0.002141466,0.0010769507,0.00029892143,0.000043106735,0.0001108538,0.0006084967,0.629484,0.0026181825],"about_ca_topic_score_codex":0.0008941838,"about_ca_topic_score_gemma":0.019149598,"teacher_disagreement_score":0.8970203,"about_ca_system_score_codex":0.00012377393,"about_ca_system_score_gemma":0.000018474499,"threshold_uncertainty_score":0.9999087},"labels":[],"label_agreement":null},{"id":"W4396932885","doi":"10.1002/mlf2.12108","title":"Dual activities of a silencing information regulator complex in yeast transcriptional regulation and DNA‐damage response","year":2024,"lang":"en","type":"article","venue":"mLife","topic":"Sirtuins and Resveratrol in Medicine","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Regulator; Gene silencing; DNA damage; Transcriptional regulation; Cell biology; DNA; Yeast; Dual (grammatical number); Biology; Genetics; Computational biology; Gene; Transcription factor","score_opus":0.017931754524550675,"score_gpt":0.2684061722271492,"score_spread":0.2504744177025985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396932885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99721277,0.00026689316,0.00017815125,0.0016343255,0.00012079114,0.00016880281,0.000021640762,0.000034108263,0.00036254586],"genre_scores_gemma":[0.9989899,0.00001833537,0.000332276,0.00020441425,0.0001318149,0.0000067366277,0.000046176312,0.0000071553295,0.00026318146],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99925214,0.000048872193,0.00025999124,0.00008882446,0.0002553158,0.000094861396],"domain_scores_gemma":[0.9997126,0.0000802953,0.000032917145,0.000089696565,0.00003329063,0.00005118486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042736134,0.00007572212,0.00016891277,0.00028943873,0.000025728988,0.000017141952,0.000017053635,0.00006060102,0.00012650038],"category_scores_gemma":[0.00008713118,0.00006111537,0.000032928627,0.00017094894,0.00009096205,0.0002600966,0.000008869102,0.00011037921,0.000003354125],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022226975,0.000061285326,0.002238719,0.0006435472,0.00004764548,0.000033331744,0.007822891,0.00010212268,0.9776311,0.0019060946,0.0021285012,0.0051620533],"study_design_scores_gemma":[0.0016180795,0.00030987267,0.9559607,0.00068286667,0.00004432312,0.00010275273,0.0021332516,0.019603174,0.01055503,0.000099299315,0.008803209,0.00008742678],"about_ca_topic_score_codex":0.00002340661,"about_ca_topic_score_gemma":0.0000056590875,"teacher_disagreement_score":0.96707606,"about_ca_system_score_codex":0.0000511093,"about_ca_system_score_gemma":0.00009809203,"threshold_uncertainty_score":0.24922122},"labels":[],"label_agreement":null},{"id":"W4399046710","doi":"10.1002/mlf2.12124","title":"Harnessing marine microbiomes to develop a sustainable, all‐Atlantic bioeconomy","year":2024,"lang":"en","type":"article","venue":"mLife","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"NOAA Ocean Exploration; National Oceanic and Atmospheric Administration; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Microbiome; Geography; Environmental planning; Environmental resource management; Fishery; Environmental ethics; Biology; Environmental science; Bioinformatics","score_opus":0.010217564450771583,"score_gpt":0.242019952936143,"score_spread":0.23180238848537144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399046710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805859,0.00004585581,0.0002402981,0.0025843785,0.00022428836,0.00018916409,0.0000029673572,0.00009875119,0.016028404],"genre_scores_gemma":[0.9821084,0.000009625522,0.0014162459,0.0036150813,0.00004836617,0.00001650033,0.00006491541,0.000015388157,0.012705482],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914145,0.00008042702,0.00014618391,0.00023688724,0.000030958887,0.00036409302],"domain_scores_gemma":[0.99960613,0.00008237878,0.000017498092,0.00020189474,0.000008866609,0.000083207735],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024181498,0.000116648174,0.0001335103,0.00007074361,0.00017178379,0.00006582541,0.00027503175,0.000074520314,0.013572636],"category_scores_gemma":[0.000039463634,0.00010896828,0.000027889542,0.0004089148,0.000114641465,0.00013086683,0.0008260502,0.0001609407,0.005125353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007627759,0.00017819228,0.054195054,0.00026036287,0.00014803556,0.00033929115,0.0035705708,0.0003314178,0.18827108,0.0044415817,0.73062485,0.017563269],"study_design_scores_gemma":[0.00007762736,0.000042414886,0.023002375,0.000011137651,0.00001082558,0.000031410276,0.00011354492,0.000051487583,0.0014635724,0.00091909943,0.9740915,0.0001850325],"about_ca_topic_score_codex":0.0013020536,"about_ca_topic_score_gemma":0.0009040958,"teacher_disagreement_score":0.2434666,"about_ca_system_score_codex":0.00012759212,"about_ca_system_score_gemma":0.00004362235,"threshold_uncertainty_score":0.9956493},"labels":[],"label_agreement":null},{"id":"W4400130474","doi":"10.1002/mlf2.12126","title":"A novel alcohol dehydrogenase in the hyperthermophilic crenarchaeon <i>Hyperthermus butylicus</i>","year":2024,"lang":"en","type":"article","venue":"mLife","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Alcohol dehydrogenase; Alcohol; Biology; Biochemistry","score_opus":0.03416906787574022,"score_gpt":0.2814483962809511,"score_spread":0.24727932840521086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400130474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699463,0.004257665,0.000063404936,0.008082769,0.00020611758,0.00036748292,0.000015571837,0.00015551057,0.016905183],"genre_scores_gemma":[0.9878543,0.00007448578,0.00012041374,0.010115651,0.00033712192,0.000093557996,0.000020659436,0.000029084773,0.0013547334],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988942,0.000047216952,0.0002161332,0.00026944053,0.000292488,0.00028051107],"domain_scores_gemma":[0.9992432,0.00025521163,0.00001718017,0.00035166898,0.00002283794,0.00010988992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003329778,0.00015727342,0.00022340966,0.00014125009,0.000049047878,0.00003687812,0.00011464197,0.00007665785,0.0002777025],"category_scores_gemma":[0.00018175134,0.000092235154,0.00012243062,0.00043401445,0.00008086121,0.000054493543,0.000025175415,0.00023512333,0.00041794436],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000391979,0.0011010907,0.012412717,0.00055877055,0.00033086422,0.0012527175,0.0069446377,0.000039272247,0.9149599,0.0042280694,0.022120697,0.035659257],"study_design_scores_gemma":[0.0085129775,0.0009809448,0.044522822,0.0013810348,0.0005805807,0.0026252335,0.0020613314,0.016425056,0.056823753,0.001124566,0.864019,0.0009426947],"about_ca_topic_score_codex":0.00013070717,"about_ca_topic_score_gemma":0.000017670676,"teacher_disagreement_score":0.8581362,"about_ca_system_score_codex":0.000044093125,"about_ca_system_score_gemma":0.000106900465,"threshold_uncertainty_score":0.5371969},"labels":[],"label_agreement":null},{"id":"W4403047262","doi":"10.1002/mlf2.12141","title":"Zinc finger 4 negatively controls the transcriptional activator Fzf1 in <i>Saccharomyces cerevisiae</i>","year":2024,"lang":"en","type":"article","venue":"mLife","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Derepression; Saccharomyces cerevisiae; Gene; Promoter; Activator (genetics); Biology; Gene expression; Transcription factor; Sulfite; Regulation of gene expression; Zinc finger; Genetics; Transcription (linguistics); Molecular biology; Psychological repression; Cell biology; Biochemistry","score_opus":0.016609247860110855,"score_gpt":0.28081681650080376,"score_spread":0.2642075686406929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403047262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97934234,0.01101378,0.0003701163,0.004681819,0.00026702092,0.00030233376,0.000088155626,0.000018395984,0.0039160512],"genre_scores_gemma":[0.9957418,0.00034787226,0.00006308321,0.00061160926,0.0004958861,0.00006410697,0.00003178809,0.00001845833,0.0026254228],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990009,0.00008451404,0.00015256045,0.00028680652,0.0002056808,0.0002695283],"domain_scores_gemma":[0.9996606,0.000049416536,0.00001514454,0.00017087266,0.000035744633,0.00006821199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024326274,0.000120745106,0.00010423949,0.000038051483,0.00006325248,0.00008754246,0.00021973505,0.00008842342,0.00015642015],"category_scores_gemma":[0.00005834689,0.00008092012,0.00009265947,0.00013755036,0.0000881253,0.000005163058,0.00005410924,0.00018533989,0.00006835954],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080296304,0.00003419957,0.00092605356,0.00003556226,0.00004921622,0.000008054879,0.000099696525,0.00004419651,0.99039173,0.00079192454,0.005081905,0.0024571596],"study_design_scores_gemma":[0.0005256558,0.000164744,0.00843309,0.000057319507,0.000011033788,0.0000140778675,0.00008692838,0.0005227324,0.26939377,0.00033384238,0.72025794,0.00019887331],"about_ca_topic_score_codex":0.000017961273,"about_ca_topic_score_gemma":0.000023643843,"teacher_disagreement_score":0.720998,"about_ca_system_score_codex":0.000015287018,"about_ca_system_score_gemma":0.00014033917,"threshold_uncertainty_score":0.3299827},"labels":[],"label_agreement":null},{"id":"W4404902391","doi":"10.1002/mlf2.12147","title":"Measurement of optical density of microbes by multi‐light path transmission method","year":2024,"lang":"en","type":"article","venue":"mLife","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Science Foundation of Shandong Province; National Natural Science Foundation of China; Shandong University","keywords":"Transmission (telecommunications); Optical density; Path (computing); Optical path; Optics; Materials science; Computer science; Physics; Telecommunications","score_opus":0.011144146359128533,"score_gpt":0.30347882215998373,"score_spread":0.2923346758008552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404902391","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054954484,0.004938744,0.93966913,0.00014222733,0.00004311121,0.00014201866,0.000021765305,0.000025562029,0.000062971165],"genre_scores_gemma":[0.62557775,0.00024155652,0.37400898,0.000038152244,0.000020931713,0.00000660259,0.000016172065,0.00001786587,0.000072002054],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992011,0.000045186494,0.00021980582,0.00025351412,0.00015015111,0.00013020537],"domain_scores_gemma":[0.9996048,0.000005982149,0.000036560818,0.00019785225,0.000104355415,0.0000504232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002850074,0.00011080781,0.00015787756,0.000026216687,0.000017174547,0.000005212901,0.00012039528,0.00012328567,0.000007025324],"category_scores_gemma":[0.000044120476,0.00009361623,0.000089625086,0.000058094338,0.000060290124,0.0000026763237,0.00004607785,0.00007314119,0.0000011240109],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038052895,0.000081299804,0.00019371108,0.00013067646,0.000027960246,0.0000021664282,0.000036509056,0.0000022614518,0.98904914,0.000037263275,0.0025517617,0.0078491885],"study_design_scores_gemma":[0.00012040164,0.00013632185,0.000103172046,0.00013705446,0.000020710026,0.000005231159,0.00001314685,0.000090854395,0.97986007,0.000030991243,0.019386744,0.000095302974],"about_ca_topic_score_codex":0.000011426593,"about_ca_topic_score_gemma":0.000001913676,"teacher_disagreement_score":0.5706232,"about_ca_system_score_codex":0.00001637608,"about_ca_system_score_gemma":0.00005416627,"threshold_uncertainty_score":0.38175592},"labels":[],"label_agreement":null},{"id":"W4411662135","doi":"10.1002/mlf2.70022","title":"Evidence for fomite transmission of SARS‐CoV‐2 Omicron variant in a mouse model","year":2025,"lang":"en","type":"letter","venue":"mLife","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"National Key Research and Development Program of China; Sun Yat-sen University","keywords":"Transmission (telecommunications); Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Environmental health; Hygiene; 2019-20 coronavirus outbreak; Betacoronavirus; Airborne transmission; Medicine; Virology; Computer science; Disease; Outbreak; Infectious disease (medical specialty)","score_opus":0.0763958653371001,"score_gpt":0.3372443504823591,"score_spread":0.26084848514525905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411662135","genre_codex":"methods","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033718634,0.00058659614,0.6386672,0.354349,0.00031963884,0.0019139013,0.00010467692,0.000055241715,0.0006318621],"genre_scores_gemma":[0.12869045,0.00056207296,0.007957672,0.8046176,0.0024845796,0.00043872278,0.0006062804,0.00010903715,0.054533593],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998863,0.000043514938,0.00044833974,0.00027835157,0.00017707613,0.0001897585],"domain_scores_gemma":[0.9992933,0.0001768888,0.00014841731,0.00023551483,0.00012542617,0.000020423266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002687569,0.00016938262,0.00047669146,0.0003005217,0.000027145916,0.000009125695,0.000070309005,0.0004970776,0.000018972185],"category_scores_gemma":[0.00014105583,0.000148991,0.0002315835,0.00009965141,0.0000172502,0.00006681682,0.000012320646,0.00048565472,0.0000032898479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015952969,0.00013097985,0.00021758258,0.0038857735,0.00010922112,0.00004281311,0.00022959828,0.0008127991,0.07429447,0.00006293333,0.9124789,0.0061395974],"study_design_scores_gemma":[0.006539885,0.00038266677,0.0003089961,0.0059481547,0.00060910545,0.000020524603,0.000004044052,0.43018797,0.038521726,0.00048216735,0.5166011,0.00039367191],"about_ca_topic_score_codex":0.00009072143,"about_ca_topic_score_gemma":0.000009484468,"teacher_disagreement_score":0.6307095,"about_ca_system_score_codex":0.0001065399,"about_ca_system_score_gemma":0.00028382792,"threshold_uncertainty_score":0.60756767},"labels":[],"label_agreement":null}]}