{"meta":{"query_hash":"8fa8c72a599b","filters":{"venue":"Current Opinion in Biotechnology"},"cohort_total":127,"direct_labels_cover":0,"predictions_cover":127,"exported":127,"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/8fa8c72a599b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Current+Opinion+in+Biotechnology"},"results":[{"id":"W1976406175","doi":"10.1016/j.copbio.2011.05.118","title":"Biotization of the mediterranean stone pine (Pinus pinea L.)","year":2011,"lang":"en","type":"article","venue":"Current Opinion in Biotechnology","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Pinus <genus>; Gibberellin; Ultrapure water; Chemistry; Analyte; Solvent; Gas chromatography–mass spectrometry; Chromatography; Scots pine; Botany; Biology; Mass spectrometry; Biochemistry; Nanotechnology; Materials science","score_opus":0.07190662893572179,"score_gpt":0.2859718779605088,"score_spread":0.21406524902478702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976406175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806793,0.00588554,0.000568035,0.0015152383,0.010127546,0.00040445675,0.000113918104,0.00018295216,0.00052305456],"genre_scores_gemma":[0.9976838,0.001910415,0.0002669756,0.000009059778,0.00007054009,0.0000015184677,0.000045015833,0.0000039697084,0.000008670267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989961,0.00008695752,0.0003097732,0.00022424976,0.00014969936,0.00023326516],"domain_scores_gemma":[0.9993843,0.000052710555,0.00015531565,0.00035223417,0.000024199055,0.00003123375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018320937,0.00011848389,0.00016785068,0.00030368738,0.00004912631,0.000004842207,0.00045036402,0.00018792451,0.00047809022],"category_scores_gemma":[0.00012555956,0.00008291818,0.000042978492,0.0006736722,0.00034760922,0.00006957496,0.00003786783,0.00024009333,0.000057381996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001524824,0.00017626464,0.64002126,0.00024428146,0.00001635099,0.0000013757277,0.00067817036,0.0001119,0.0012111727,0.0025788103,0.00075967424,0.35404822],"study_design_scores_gemma":[0.00042495807,0.0001711696,0.97469,0.00020886475,0.000004794129,0.000019480376,0.00008134544,0.0014783972,0.007768767,0.0007817877,0.01421863,0.0001518003],"about_ca_topic_score_codex":0.00037481452,"about_ca_topic_score_gemma":0.0003063781,"teacher_disagreement_score":0.35389644,"about_ca_system_score_codex":0.000006137399,"about_ca_system_score_gemma":0.000032648724,"threshold_uncertainty_score":0.5234752},"labels":[],"label_agreement":null},{"id":"W1978431788","doi":"10.1016/s0958-1669(03)00100-9","title":"Biocatalysis in ionic liquids – advantages beyond green technology","year":2003,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Ionic liquids properties and applications","field":"Chemical Engineering","cited_by":648,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Ionic liquid; Biocatalysis; Chemistry; Ionic bonding; Viscosity; Green chemistry; Polar; Selectivity; Organic chemistry; Vapor pressure; Chemical engineering; Materials science; Catalysis; Ion","score_opus":0.0506833349176977,"score_gpt":0.35834795621205523,"score_spread":0.3076646212943575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978431788","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":[0.000021678838,0.995783,0.00047453813,0.0008220463,0.0014918938,0.0008278108,0.00005205971,0.0003962223,0.00013079085],"genre_scores_gemma":[0.00005237873,0.99786025,0.0002699689,0.000006937645,0.00013687825,0.0011147894,0.0003301275,0.00008960697,0.00013906092],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99665356,0.0000664839,0.0013147526,0.0010236795,0.0001589806,0.0007825423],"domain_scores_gemma":[0.9983509,0.000075637065,0.00030003086,0.0011734329,0.00003547659,0.00006448894],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00023080046,0.0006415211,0.0017258029,0.0024700966,0.000060592654,0.000014957654,0.0011372091,0.0022798388,0.00008003088],"category_scores_gemma":[0.000112939924,0.00057114393,0.00030429993,0.0035222457,0.00031494463,0.000072705916,0.00050594105,0.0022015614,0.0002618094],"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":[0.000002628011,0.00018311253,0.000007063685,0.006706897,0.000041467996,0.0000019971453,0.000012070049,0.0000122730835,0.000031722426,0.039279006,0.00023731009,0.9534845],"study_design_scores_gemma":[0.00030504726,0.00005156862,2.3236461e-7,0.006308502,0.00005437847,0.00004302965,0.000031164185,0.00018600373,0.00013126753,0.000727382,0.991575,0.00058642135],"about_ca_topic_score_codex":0.000029718523,"about_ca_topic_score_gemma":0.000007840735,"teacher_disagreement_score":0.9913377,"about_ca_system_score_codex":0.0005453916,"about_ca_system_score_gemma":0.00018729872,"threshold_uncertainty_score":0.999674},"labels":[],"label_agreement":null},{"id":"W1978637017","doi":"10.1016/j.copbio.2006.06.008","title":"Mapping protein–protein interactions by mass spectrometry","year":2006,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":80,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mass spectrometry; Computational biology; Chemistry; Biology; Chromatography","score_opus":0.052284207888445046,"score_gpt":0.3748377537597412,"score_spread":0.32255354587129614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978637017","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":[0.0000067457568,0.905054,0.09095523,0.0002468579,0.00039858406,0.0014095816,0.0003943097,0.000766937,0.0007677734],"genre_scores_gemma":[0.000009243964,0.97259325,0.02011628,0.0000017258944,0.00034380078,0.004736395,0.0014762181,0.000108032946,0.0006150725],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969972,0.00003823022,0.0011601186,0.0010286974,0.00016751535,0.0006082315],"domain_scores_gemma":[0.9979491,0.000048607275,0.0008100321,0.0010908919,0.000035332392,0.000065984976],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00011576161,0.00065638527,0.0012491159,0.0008828078,0.00012682713,0.000042692565,0.00095594866,0.0013235345,0.00022700692],"category_scores_gemma":[0.00005706436,0.0006728384,0.000351681,0.0012570302,0.00020475106,0.0000857004,0.00030652637,0.0028840948,0.00010800165],"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":[0.0000022254778,0.00025305233,0.000002025551,0.01604544,0.000033936132,0.0000010122443,0.000003058734,2.3719853e-7,0.01636868,0.010688712,0.004000694,0.9526009],"study_design_scores_gemma":[0.00013226864,0.000012981269,3.6067025e-8,0.016057769,0.000015753621,0.000021024136,0.000008805845,0.000008704336,0.0077285003,0.0061356514,0.9692824,0.0005961424],"about_ca_topic_score_codex":0.000019396917,"about_ca_topic_score_gemma":0.0000010387353,"teacher_disagreement_score":0.96528167,"about_ca_system_score_codex":0.00070085557,"about_ca_system_score_gemma":0.00011325618,"threshold_uncertainty_score":0.99997294},"labels":[],"label_agreement":null},{"id":"W1979559506","doi":"10.1016/s0958-1669(00)00124-5","title":"Detection of genes essential in specific niches by signature-tagged mutagenesis","year":2000,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Medical Research Council","keywords":"Mutagenesis; Gene; Phenotype; Mutant; Biology; Signature (topology); Computational biology; Genome; Genetics","score_opus":0.03176502824643716,"score_gpt":0.31204553157736126,"score_spread":0.2802805033309241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979559506","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":[0.005794823,0.9914719,0.00007885585,0.000020412243,0.0019228782,0.0005466272,0.00014348853,0.000008728241,0.000012321415],"genre_scores_gemma":[0.00563109,0.9935444,0.00005377558,0.000002107347,0.00026126104,0.00012772807,0.00032531717,0.0000431449,0.000011154729],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786186,0.0001421132,0.00079467054,0.00075015065,0.000102080274,0.00034909433],"domain_scores_gemma":[0.9990707,0.000024908559,0.0003312474,0.00051415944,0.000027277765,0.00003170772],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00015298347,0.00043001142,0.0010146563,0.00047757677,0.000035134002,0.000008454486,0.00045339318,0.0013402543,0.000011186381],"category_scores_gemma":[0.000024551942,0.0004163441,0.00027054283,0.00046799256,0.00022074119,8.764146e-7,0.00021714585,0.00042868467,0.000006826108],"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":[0.000023744813,0.0001457674,0.000039771785,0.002061562,0.00005808834,4.732361e-7,0.000009761886,0.0000054960674,0.039203417,0.000016387698,0.00048650042,0.95794904],"study_design_scores_gemma":[0.00031286536,0.00012945404,0.00003110459,0.0009812894,0.00003102471,0.0000101389105,0.000013954286,0.0000019073705,0.027354313,0.000029725983,0.97074676,0.00035746174],"about_ca_topic_score_codex":0.000017977382,"about_ca_topic_score_gemma":0.00001922895,"teacher_disagreement_score":0.97026026,"about_ca_system_score_codex":0.000046496047,"about_ca_system_score_gemma":0.00008657709,"threshold_uncertainty_score":0.9999562},"labels":[],"label_agreement":null},{"id":"W1979760326","doi":"10.1016/j.copbio.2009.05.001","title":"Solutions for dissolution—engineering cell walls for deconstruction","year":2009,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Lignin; Cell wall; Secondary cell wall; Photosynthesis; Chemistry; Dissolution; Biochemical engineering; Nanotechnology; Materials science; Biochemistry; Organic chemistry; Engineering","score_opus":0.09313971064817918,"score_gpt":0.3167390246864026,"score_spread":0.22359931403822342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979760326","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":[0.000021786596,0.9922048,0.0008473946,0.0002711022,0.0039253244,0.0015656528,0.001003875,0.0001525928,0.000007514904],"genre_scores_gemma":[0.000016920358,0.99667823,0.00043452505,0.0000033759181,0.0007259538,0.0004227072,0.0016938664,0.0000030799608,0.000021360152],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821645,0.000025001042,0.0005589904,0.0005029257,0.000066180335,0.00063042855],"domain_scores_gemma":[0.9991947,0.00035773133,0.00026178625,0.00009698347,0.000029429228,0.000059388407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023376282,0.00032332956,0.00075883756,0.00012703835,0.00016207821,0.000031586136,0.00038918448,0.00086935493,0.000019504632],"category_scores_gemma":[0.0000683163,0.00015410688,0.0004105913,0.00041070447,0.000041170188,0.000054986092,0.00007194239,0.00035831684,0.000013745208],"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":[0.00000319574,0.000063398846,7.795405e-7,0.0020564988,0.000007434505,4.8551364e-8,0.0000013391282,0.0000032495072,0.00015783565,0.003048705,0.0015098543,0.9931477],"study_design_scores_gemma":[0.0001240431,0.00013513133,0.0000071688946,0.0025590814,0.000044250304,0.000015971651,0.0000045772717,0.0002969126,0.000024914712,0.0005228448,0.9959405,0.00032459316],"about_ca_topic_score_codex":0.000011112269,"about_ca_topic_score_gemma":0.000015594787,"teacher_disagreement_score":0.99443066,"about_ca_system_score_codex":0.00012398027,"about_ca_system_score_gemma":0.000032845935,"threshold_uncertainty_score":0.67052615},"labels":[],"label_agreement":null},{"id":"W1982813016","doi":"10.1016/j.copbio.2006.08.004","title":"Accommodating space, time and randomness in network simulation","year":2006,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Randomness; Computer science; Scale (ratio); Bridge (graph theory); Range (aeronautics); Distributed computing; Biology; Physics; Aerospace engineering; Mathematics; Engineering","score_opus":0.03420671544272026,"score_gpt":0.34480268650596435,"score_spread":0.3105959710632441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982813016","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":[0.0005609004,0.9974872,0.00054595707,0.000033239125,0.0007027733,0.000600313,0.000016139958,0.000030646646,0.000022829572],"genre_scores_gemma":[0.00070843083,0.9969453,0.00019779765,0.000002349752,0.00064190006,0.00007991483,0.0013481149,0.000048491667,0.000027704122],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976403,0.00028316662,0.0007687062,0.00076217164,0.00010081808,0.00044482478],"domain_scores_gemma":[0.99891615,0.000070615926,0.0003975488,0.00055170077,0.00002543918,0.00003853659],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00042547562,0.00042677665,0.0012116537,0.00049222034,0.000051006384,0.000021741236,0.00031031817,0.0013261155,0.0000064822952],"category_scores_gemma":[0.000075726086,0.0004190962,0.00020272854,0.00084817613,0.00013606397,0.0000041123258,0.00038871152,0.0005084207,0.000012237573],"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":[0.000016273621,0.00006173887,0.0003960345,0.0020878674,0.000052779917,8.4285716e-7,0.0000023147782,0.01485284,0.000014912227,0.0000962724,0.0010127651,0.9814054],"study_design_scores_gemma":[0.00064729917,0.000033066426,0.00005274134,0.0031710914,0.00006352228,0.000009496127,0.0000015064109,0.0040617506,0.0000072699054,0.00007997687,0.99146277,0.00040948953],"about_ca_topic_score_codex":0.000009136313,"about_ca_topic_score_gemma":0.00002659041,"teacher_disagreement_score":0.99045,"about_ca_system_score_codex":0.00006272892,"about_ca_system_score_gemma":0.00008363666,"threshold_uncertainty_score":0.9999704},"labels":[],"label_agreement":null},{"id":"W1984826557","doi":"10.1016/j.copbio.2010.09.001","title":"Interactive proteomics research technologies: recent applications and advances","year":2010,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Proteomics; Function (biology); Computational biology; Protein function; Systems biology; Data science; Computer science; Protein–protein interaction; Biology; Cell biology; Genetics","score_opus":0.07905848294188716,"score_gpt":0.43122772443428986,"score_spread":0.3521692414924027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984826557","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":[0.0000039636025,0.99371976,0.002471472,0.00028011814,0.0011840808,0.0020936078,0.00006142914,0.00006488687,0.000120712946],"genre_scores_gemma":[0.000006505685,0.9956103,0.0019756386,0.0000031833433,0.00026385457,0.0016656474,0.0004276941,0.000033640365,0.0000135547825],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980698,0.00008359064,0.0006016867,0.00067729113,0.00011033311,0.0004572676],"domain_scores_gemma":[0.9986779,0.000055037413,0.0003080483,0.00081471534,0.00009970617,0.00004458905],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00047982807,0.00033649267,0.0006290509,0.0005792969,0.00011499537,0.000036537334,0.00071467535,0.0020523884,0.0000034766626],"category_scores_gemma":[0.00016997925,0.00029290488,0.00009274864,0.0005959354,0.0006897427,0.0000067749124,0.0009838683,0.002471677,0.00002270417],"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":[0.0000063825423,0.00005495521,0.000002051407,0.002513536,0.000015879838,1.0015826e-7,0.000007433873,1.7590146e-7,0.000039053382,0.001984249,0.00060279033,0.9947734],"study_design_scores_gemma":[0.00014176198,0.00011408914,2.5146724e-7,0.0018434963,0.000011254859,0.000034526274,0.00008808114,0.000010767211,0.00012920941,0.0020646532,0.99527395,0.00028796427],"about_ca_topic_score_codex":0.0000012137137,"about_ca_topic_score_gemma":0.000008246089,"teacher_disagreement_score":0.99467117,"about_ca_system_score_codex":0.00006798551,"about_ca_system_score_gemma":0.00020852142,"threshold_uncertainty_score":0.9999523},"labels":[],"label_agreement":null},{"id":"W1989230468","doi":"10.1016/j.copbio.2009.01.003","title":"Genetically encoded FRET-based biosensors for multiparameter fluorescence imaging","year":2009,"lang":"en","type":"article","venue":"Current Opinion in Biotechnology","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":159,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Förster resonance energy transfer; Biosensor; Nanotechnology; Fluorescence; Computer science; Materials science; Physics","score_opus":0.021278872896600375,"score_gpt":0.34263921384905294,"score_spread":0.3213603409524526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989230468","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":[0.07041476,0.0044452883,0.91883546,0.0030897278,0.0014600247,0.0013564688,0.00007228116,0.0003106207,0.000015358823],"genre_scores_gemma":[0.50409305,0.0016441118,0.49315587,0.00030194924,0.00024991707,0.00019701985,0.0002989374,0.000050121904,0.000009017132],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99817836,0.000042098465,0.0003917854,0.0007401244,0.00009985165,0.00054780225],"domain_scores_gemma":[0.99910104,0.000025769112,0.0001160533,0.00060473353,0.00008638929,0.00006599046],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015328034,0.0002781644,0.000236806,0.00026878493,0.000066659486,0.00001913689,0.00048418887,0.00040412246,0.0000042011893],"category_scores_gemma":[0.00026316853,0.00028767626,0.00010914829,0.00024047436,0.0004232196,0.0000067007845,0.00008810401,0.00027683092,0.0000055584433],"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":[0.00010128321,0.00014232987,0.0013324803,0.000031085507,0.0000029311439,5.0442446e-7,0.000006462188,0.000038209215,0.9044974,0.0007411713,0.0012670098,0.09183913],"study_design_scores_gemma":[0.0008519782,0.00040645702,0.0006807934,0.000121432866,0.000003757157,0.000006443654,0.000011338602,0.0045539057,0.9611722,0.0014051787,0.030428072,0.0003583906],"about_ca_topic_score_codex":0.00000191684,"about_ca_topic_score_gemma":0.0000013097789,"teacher_disagreement_score":0.4336783,"about_ca_system_score_codex":0.000047950638,"about_ca_system_score_gemma":0.00006629527,"threshold_uncertainty_score":0.99995756},"labels":[],"label_agreement":null},{"id":"W1990902952","doi":"10.1016/j.copbio.2011.04.024","title":"Metabolic engineering of microbial pathways for advanced biofuels production","year":2011,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":349,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy; Biological and Environmental Research; Office of Science; National Science Foundation","keywords":"Biofuel; Cellulosic ethanol; Metabolic engineering; Biomass (ecology); Renewable resource; Biochemical engineering; Renewable energy; Chemistry; Renewable fuels; Biotechnology; Environmental science; Pulp and paper industry; Cellulose; Biochemistry; Biology; Engineering; Agronomy; Enzyme; Ecology","score_opus":0.05144014378305577,"score_gpt":0.31127766783679667,"score_spread":0.2598375240537409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990902952","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":[0.0005696335,0.98581064,0.0016498258,0.000015073183,0.010644407,0.0011154105,0.00013396579,0.000059160262,0.0000018651109],"genre_scores_gemma":[0.00013736231,0.99556255,0.0022798225,7.002356e-7,0.0010684221,0.00026195793,0.0006104292,0.00006257302,0.000016202826],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998152,0.000035974594,0.0006913751,0.0007321256,0.000047427184,0.0003410949],"domain_scores_gemma":[0.99894875,0.00000470557,0.0003553515,0.00058325456,0.00007407879,0.00003388057],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002332199,0.00040668028,0.0009890696,0.0005510214,0.000023600156,0.0000047843696,0.00034710122,0.0008983671,0.000002406963],"category_scores_gemma":[0.00027609518,0.00038512278,0.00032346539,0.00042843522,0.000084926294,0.000004851463,0.00012865446,0.00033870852,0.0000037930547],"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":[0.000016592856,0.00009523487,5.8232683e-7,0.01056033,0.00005661815,2.8657055e-8,0.000008515144,0.000014370028,0.18449908,0.0010765034,0.00021231496,0.8034598],"study_design_scores_gemma":[0.00021514896,0.000102573766,0.0000012274946,0.0024730486,0.000065141954,0.00002538371,0.000002448217,0.0000017003825,0.10299736,0.000019491365,0.89377546,0.00032103297],"about_ca_topic_score_codex":0.0000024195676,"about_ca_topic_score_gemma":7.106426e-7,"teacher_disagreement_score":0.89356315,"about_ca_system_score_codex":0.000023475857,"about_ca_system_score_gemma":0.00010078582,"threshold_uncertainty_score":0.99986005},"labels":[],"label_agreement":null},{"id":"W1991534639","doi":"10.1016/s0958-1669(02)00361-0","title":"Latest developments and in vivo use of the Tet system: ex vivo and in vivo delivery of tetracycline-regulated genes","year":2002,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"In vivo; Tetracycline; Ex vivo; Gene; Biology; Transcription factor; Computational biology; Delivery system; Cell biology; Transgene; Cell culture; Transcription (linguistics); Gene expression; Biotechnology; Genetics; Antibiotics; Pharmacology","score_opus":0.07454842873946195,"score_gpt":0.3445685944846657,"score_spread":0.27002016574520377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991534639","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":[0.23782869,0.7608036,0.0000018262676,0.000033237277,0.00038152692,0.00079708046,0.00014111442,0.000008841089,0.0000041168178],"genre_scores_gemma":[0.018159369,0.98156,0.00007239732,0.0000028155073,0.000033208256,0.000066099325,0.000037398564,0.000037934344,0.0000307783],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745953,0.00031626876,0.0010245477,0.00064745976,0.0001753718,0.00037679222],"domain_scores_gemma":[0.9987951,0.000071333714,0.00041036328,0.0006131576,0.000065136875,0.00004493717],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034056127,0.00039112635,0.0010169775,0.0007661773,0.000028375012,0.000011668675,0.00049413426,0.0011780696,0.000012378082],"category_scores_gemma":[0.00010487223,0.00031220834,0.00010562126,0.0007905797,0.0004452046,0.0000075943317,0.0005569541,0.00050913333,0.0000011036353],"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":[0.0005865669,0.00081593526,0.015337754,0.038877107,0.00029291704,0.000009567499,0.00007704302,0.000049417322,0.12678948,0.000057613983,0.0009865777,0.81612],"study_design_scores_gemma":[0.0019141488,0.00057400926,0.00058141653,0.022027595,0.00005103844,0.00008848536,0.00004735967,0.00016226247,0.12323011,0.000009632804,0.85055685,0.0007570751],"about_ca_topic_score_codex":0.00004954548,"about_ca_topic_score_gemma":0.00022245443,"teacher_disagreement_score":0.8495703,"about_ca_system_score_codex":0.00008606845,"about_ca_system_score_gemma":0.00018870804,"threshold_uncertainty_score":0.999933},"labels":[],"label_agreement":null},{"id":"W1994251377","doi":"10.1016/j.copbio.2009.10.008","title":"Expression systems for therapeutic glycoprotein production","year":2009,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":384,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; National Research Council Canada; Biotechnology Research Institute","funders":"","keywords":"Glycoprotein; Protein expression; Computational biology; Life span; Cell culture; Biology; Biotechnology; Biochemistry; Genetics; Gene","score_opus":0.06985426234570656,"score_gpt":0.38372301981346774,"score_spread":0.31386875746776116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994251377","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":[0.000017807277,0.9854937,0.0015511152,0.00007051914,0.0100053735,0.0026893208,0.000069384085,0.00008768041,0.000015078676],"genre_scores_gemma":[0.00008086695,0.9953318,0.000076199074,0.000007181506,0.0016629559,0.0017798841,0.0009032704,0.00006129902,0.0000964946],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975601,0.00017591829,0.0006870611,0.0010125829,0.00012888109,0.000435484],"domain_scores_gemma":[0.99858797,0.000017212747,0.0004457999,0.0008136699,0.00006856714,0.00006677497],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002127562,0.00049505464,0.0008605897,0.00038578032,0.00011680765,0.000037093767,0.00043498783,0.0013799599,0.000004942],"category_scores_gemma":[0.00012455396,0.0004116791,0.00039316478,0.00030722318,0.00010033649,0.000005676219,0.00015002934,0.00042689376,0.000015318245],"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":[0.000046368306,0.00024392405,0.0000028158615,0.010460368,0.000037137655,2.2497518e-7,0.0000034727543,0.000019362766,0.0015460781,0.00039941224,0.021028446,0.9662124],"study_design_scores_gemma":[0.00029752625,0.0004336033,9.087763e-7,0.009826714,0.0000442166,0.00003160882,0.0000074978307,0.000008941173,0.0012025633,0.0002097082,0.9874921,0.00044464789],"about_ca_topic_score_codex":0.0000039704564,"about_ca_topic_score_gemma":7.8491735e-7,"teacher_disagreement_score":0.9664636,"about_ca_system_score_codex":0.000077180855,"about_ca_system_score_gemma":0.00017728769,"threshold_uncertainty_score":0.99991643},"labels":[],"label_agreement":null},{"id":"W2004237456","doi":"10.1016/j.copbio.2005.04.002","title":"The evolution of IncP catabolic plasmids","year":2005,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":110,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Plasmid; Horizontal gene transfer; Biology; Genetics; Genome; Transposition (logic); Gene; Homologous recombination; Computational biology; Transposable element","score_opus":0.04330040372449569,"score_gpt":0.3506300006232798,"score_spread":0.30732959689878414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004237456","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":[0.00019791158,0.99649847,0.000051287843,0.000079712045,0.0026290102,0.000412249,0.00008614634,0.0000058931496,0.000039295533],"genre_scores_gemma":[0.0006324827,0.9985585,0.000060735285,0.0000013791612,0.0004720331,0.00012195998,0.000109513334,0.000024840652,0.000018511671],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851173,0.00008547432,0.00060147815,0.00041676912,0.000083172956,0.00030138416],"domain_scores_gemma":[0.9989251,0.0000355638,0.00034272877,0.0006291961,0.00004216984,0.000025272058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020009893,0.0002857325,0.0006140765,0.00019501556,0.00007996552,0.0000068807108,0.0006026492,0.00071771414,0.0000014660623],"category_scores_gemma":[0.0000959688,0.00020881866,0.00021059561,0.00028274045,0.00035609902,3.852698e-7,0.00046501614,0.00034437055,0.000010602285],"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":[0.0000070853525,0.00004479169,0.000023242039,0.0010655542,0.000053607975,3.6974306e-8,0.000006273624,0.0000023712903,0.00012983195,0.0026043216,0.0011411067,0.9949218],"study_design_scores_gemma":[0.00014243166,0.00007930739,0.00004654655,0.0008309167,0.000029715502,0.000010610952,0.000023986939,0.0000028767681,0.00008706316,0.00011921679,0.9984328,0.00019451768],"about_ca_topic_score_codex":0.00001779099,"about_ca_topic_score_gemma":0.000027949583,"teacher_disagreement_score":0.9972917,"about_ca_system_score_codex":0.000084920975,"about_ca_system_score_gemma":0.00025928728,"threshold_uncertainty_score":0.85153776},"labels":[],"label_agreement":null},{"id":"W2007379564","doi":"10.1016/j.copbio.2010.01.004","title":"The tricks learnt by human enteric pathogens from phytopathogens to persist within the plant environment","year":2010,"lang":"en","type":"article","venue":"Current Opinion in Biotechnology","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Human pathogen; Apoplast; Salmonella; Internalization; Phyllosphere; Microbiology; Bacteria; Botany; Genetics; Cell wall","score_opus":0.019049022433623903,"score_gpt":0.26463462678603217,"score_spread":0.24558560435240825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007379564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98692435,0.0026228488,0.002574617,0.004595934,0.0016298534,0.0005271034,0.001048865,0.000033260796,0.000043186817],"genre_scores_gemma":[0.99699306,0.0018268048,0.00011176277,0.00006471667,0.0002018436,0.0001692538,0.00057597994,0.000014447484,0.00004209951],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989576,0.00004254412,0.0002454705,0.00040545047,0.000097165495,0.00025177054],"domain_scores_gemma":[0.9992239,0.000021157442,0.00008299992,0.0006094921,0.000007913395,0.000054520948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016272414,0.00015518579,0.00011031336,0.000037878206,0.00027518076,0.000023891553,0.0005445858,0.0002301651,0.000014304408],"category_scores_gemma":[0.000023261424,0.00010030178,0.000064107735,0.00009828268,0.00022001615,0.0000015724,0.00015446379,0.0004157607,0.000030950476],"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":[0.000018284902,0.00009961052,0.0009939611,0.0000027511164,0.000013397963,1.9991235e-7,0.000081839615,0.000006415955,0.98090714,0.00094827276,0.004906195,0.012021904],"study_design_scores_gemma":[0.00029779557,0.00010422954,0.0031593882,0.000009624455,0.00000756515,0.000009744322,0.00022745632,0.000040270083,0.06497628,0.0001362608,0.9308612,0.00017023494],"about_ca_topic_score_codex":0.000023032588,"about_ca_topic_score_gemma":0.00008437437,"teacher_disagreement_score":0.92595494,"about_ca_system_score_codex":0.000013784715,"about_ca_system_score_gemma":0.000020173857,"threshold_uncertainty_score":0.4090188},"labels":[],"label_agreement":null},{"id":"W2007411634","doi":"10.1016/s0958-1669(00)00142-7","title":"Enzymatic hydroxylation reactions","year":2000,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Pharmacogenetics and Drug Metabolism","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":116,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Hydroxylation; Regioselectivity; Stereoselectivity; Enzyme; Chemistry; Cytochrome P450; Substrate (aquarium); Context (archaeology); Biocatalysis; Stereochemistry; Biochemistry; Biology; Catalysis; Reaction mechanism","score_opus":0.33006365873134347,"score_gpt":0.5400877479652982,"score_spread":0.21002408923395477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007411634","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":[0.000019832896,0.97901523,0.000050835726,0.0002421694,0.017789306,0.0012260749,0.000177668,0.00028747958,0.0011913764],"genre_scores_gemma":[0.000027425354,0.9977162,0.00007133133,0.000034478187,0.0009420567,0.00046695973,0.0004964853,0.00007352778,0.0001715309],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99607825,0.0008267673,0.0014156385,0.00077769347,0.00017860098,0.0007230186],"domain_scores_gemma":[0.9982835,0.0003491442,0.0005604981,0.0005943764,0.00003210208,0.00018037831],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0006771069,0.0006518318,0.0015466079,0.0014637455,0.00017084324,0.000021002712,0.00076387567,0.0024084975,0.0015744161],"category_scores_gemma":[0.00010274143,0.000624911,0.00040570967,0.0012248353,0.00030422377,0.00007826856,0.00018690138,0.0037076203,0.0015510261],"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":[0.0000105960835,0.00031807355,0.000003685916,0.006074545,0.00008456096,0.000002495684,0.000032216674,0.000029286213,0.0000102151735,0.002860723,0.0033134853,0.9872601],"study_design_scores_gemma":[0.00058586313,0.000028861934,0.0000018331784,0.002930942,0.00031743804,0.000070632814,0.0000051566803,0.00038097196,0.000045225832,0.0010126058,0.99407065,0.0005498314],"about_ca_topic_score_codex":0.00000635368,"about_ca_topic_score_gemma":0.0000011965058,"teacher_disagreement_score":0.99075717,"about_ca_system_score_codex":0.00020603753,"about_ca_system_score_gemma":0.00026567007,"threshold_uncertainty_score":0.9996202},"labels":[],"label_agreement":null},{"id":"W2008538079","doi":"10.1016/j.copbio.2014.11.006","title":"Mind your P's and Q's: the coming of age of semiconducting polymer dots and semiconductor quantum dots in biological applications","year":2014,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":118,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Canada Research Chairs; Michael Smith Health Research BC","keywords":"Nanotechnology; Quantum dot; Context (archaeology); Bioanalysis; Nanoparticle; Materials science; Biosensor; Fluorescence; Polymer; Semiconductor; Optoelectronics; Physics; Biology; Optics","score_opus":0.16673966682067945,"score_gpt":0.37781036487309705,"score_spread":0.2110706980524176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008538079","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":[0.07386783,0.9245952,0.000028325072,0.0001221132,0.000587324,0.000721439,0.00005476591,0.000016535116,0.000006500534],"genre_scores_gemma":[0.025499336,0.9741329,0.00008718862,0.000002443847,0.000072937735,0.00016614348,0.000021243297,0.000015630321,0.000002184911],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756294,0.000437732,0.0011080228,0.00052038167,0.000099021,0.00027187113],"domain_scores_gemma":[0.99820185,0.00058211206,0.00074201025,0.00042130987,0.000023627896,0.000029096975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011226062,0.0002964395,0.0016266414,0.00040635682,0.00005398903,0.000020219204,0.00046882132,0.00062129163,0.000024402834],"category_scores_gemma":[0.00027420843,0.00017377561,0.00009801024,0.0003131733,0.0016037659,0.000048127702,0.00037330392,0.00049209036,0.000004583598],"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":[0.000036303914,0.00016631937,0.00019550484,0.015358823,0.000025907777,4.9002995e-7,0.00046977738,2.5266894e-7,0.048663784,0.028624164,0.000024242732,0.9064344],"study_design_scores_gemma":[0.0013198672,0.00016039918,0.000036527832,0.025749508,0.000113923255,0.00010821463,0.0007954882,0.000078510515,0.023585988,0.002222048,0.9450519,0.00077759667],"about_ca_topic_score_codex":0.00006306328,"about_ca_topic_score_gemma":0.000003879808,"teacher_disagreement_score":0.9450277,"about_ca_system_score_codex":0.000025529798,"about_ca_system_score_gemma":0.000054291188,"threshold_uncertainty_score":0.70863634},"labels":[],"label_agreement":null},{"id":"W2010712369","doi":"10.1016/s0958-1669(02)00016-2","title":"Ultrasensitive protein–DNA binding assays","year":2003,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Molecular beacon; DNA; Aptamer; Oligonucleotide; Capillary electrophoresis; Analyte; Affinity electrophoresis; DNA-binding protein; Chemistry; Electrophoretic mobility shift assay; Fluorescence anisotropy; Affinity chromatography; Molecular biology; Biochemistry; Biology; Chromatography; Enzyme; Transcription factor; Gene","score_opus":0.05533163066857206,"score_gpt":0.3779651462059245,"score_spread":0.3226335155373524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010712369","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":[0.00009520255,0.996622,0.0006995321,0.000052655058,0.0011615626,0.0009850499,0.00012875255,0.00014533923,0.00010989017],"genre_scores_gemma":[0.00013931739,0.9964826,0.0014353745,0.000008286051,0.00029083862,0.0001365137,0.0013443768,0.00007135982,0.0000913492],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970183,0.00030077246,0.0007860605,0.0011548559,0.00016463565,0.00057542464],"domain_scores_gemma":[0.9984708,0.0000239921,0.00052580895,0.00083487097,0.000070842674,0.00007370568],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00035660347,0.00066129124,0.0012697637,0.0007492604,0.000089429515,0.000025178912,0.0004219229,0.0019728772,0.0000028605855],"category_scores_gemma":[0.00022981838,0.000575138,0.00048433803,0.00084984786,0.0003302282,0.000004128802,0.00022397836,0.0009317819,0.000029122195],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000079980855,0.0001520787,0.0000032969324,0.0028991657,0.00010398304,0.0000039199995,0.0000022544789,7.88824e-8,0.0077082897,0.0006172742,0.0014908816,0.9870108],"study_design_scores_gemma":[0.00015654911,0.00014503938,2.291223e-7,0.006150972,0.00006934041,0.000087649474,0.000012690728,0.000001056252,0.030785035,0.00007371974,0.9618894,0.00062834314],"about_ca_topic_score_codex":0.0000017816726,"about_ca_topic_score_gemma":0.0000028876566,"teacher_disagreement_score":0.9863824,"about_ca_system_score_codex":0.00012969217,"about_ca_system_score_gemma":0.00019225104,"threshold_uncertainty_score":0.99967},"labels":[],"label_agreement":null},{"id":"W2012954758","doi":"10.1016/j.copbio.2011.05.132","title":"The role of histone acetyltransferases in cardiomyogenesis","year":2011,"lang":"en","type":"article","venue":"Current Opinion in Biotechnology","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Wnt signaling pathway; Myocyte; Myosin light-chain kinase; Paracrine signalling; Myosin; Cell biology; Biology; Transcription factor; Stem cell; Cellular differentiation; Cancer research; Signal transduction; Genetics; Receptor","score_opus":0.045309557806124716,"score_gpt":0.33192570937847155,"score_spread":0.2866161515723468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012954758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9089219,0.08683421,0.00025623912,0.0007552246,0.0021780627,0.00041778552,0.000009306626,0.00006385025,0.0005634465],"genre_scores_gemma":[0.9813301,0.018384513,0.00018911986,0.0000030522424,0.000049487036,0.000023018289,0.0000073315973,0.000009871541,0.0000035143598],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991582,0.00003049891,0.00032627815,0.00018649512,0.00009938117,0.00019914821],"domain_scores_gemma":[0.9995634,0.000030157275,0.000043968168,0.0003074224,0.000030486817,0.000024542298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019217924,0.00009478117,0.00029314027,0.0002699899,0.000026670978,0.0000016155013,0.00011185211,0.00020118311,0.0000072107737],"category_scores_gemma":[0.000043884746,0.00006747602,0.00011521496,0.0003471637,0.0001982913,0.000017943279,0.000046462785,0.00024378383,0.0000031403613],"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":[0.00042809718,0.00051763176,0.16743919,0.00032002004,0.00006248135,0.0000012956594,0.00081425544,0.000018561115,0.20835637,0.016691716,0.00018705984,0.60516334],"study_design_scores_gemma":[0.0029725765,0.0004744168,0.22643527,0.0013387657,0.00005727069,0.00007717703,0.0017613387,0.00071319094,0.58034354,0.002676495,0.18275748,0.0003924868],"about_ca_topic_score_codex":0.00012214638,"about_ca_topic_score_gemma":0.000010259005,"teacher_disagreement_score":0.60477084,"about_ca_system_score_codex":0.000057780402,"about_ca_system_score_gemma":0.000045008965,"threshold_uncertainty_score":0.27515924},"labels":[],"label_agreement":null},{"id":"W2015486060","doi":"10.1016/j.copbio.2014.01.009","title":"Advancing lignocellulose bioconversion through direct assessment of enzyme action on insoluble substrates","year":2014,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Bioconversion; Chemistry; Enzyme; Action (physics); Biochemical engineering; Biochemistry; Biotechnology; Biology; Fermentation; Engineering; Physics","score_opus":0.06754706910105895,"score_gpt":0.36658026039171315,"score_spread":0.2990331912906542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015486060","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":[0.00008791698,0.9833601,0.00054981955,0.00011940753,0.014239143,0.0007671734,0.00003166103,0.00050120783,0.00034353416],"genre_scores_gemma":[0.0012507787,0.9977913,0.00027911962,0.0000031702828,0.00030104167,0.00005931176,0.00024713879,0.000055243298,0.000012917508],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784464,0.00011891062,0.0008249243,0.00061679754,0.00020056877,0.00039417687],"domain_scores_gemma":[0.9989102,0.00008451668,0.00034655232,0.0005750059,0.00003506378,0.000048663234],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030779795,0.0005033779,0.0012585971,0.000847901,0.000051036775,0.000014309104,0.00036151675,0.0012107252,0.00005143061],"category_scores_gemma":[0.000032809483,0.00045214826,0.00026645925,0.00078109256,0.00013315729,0.00012471301,0.00010365951,0.0011651336,0.000074650554],"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":[0.000006187116,0.00018463255,0.000012468097,0.06400167,0.00005669982,4.963636e-7,0.000015920052,0.00011460487,0.00036989586,0.0006668012,0.00502079,0.9295498],"study_design_scores_gemma":[0.00026563913,0.00015804244,0.0000031274183,0.009853167,0.00004230189,0.000005918826,0.00002534129,0.00067436585,0.007290956,0.000056686,0.98122424,0.00040020814],"about_ca_topic_score_codex":0.000009363016,"about_ca_topic_score_gemma":0.0000010558018,"teacher_disagreement_score":0.97620344,"about_ca_system_score_codex":0.0004168129,"about_ca_system_score_gemma":0.000078735735,"threshold_uncertainty_score":0.99979305},"labels":[],"label_agreement":null},{"id":"W2017355698","doi":"10.1016/j.copbio.2014.06.010","title":"The choice of mammalian cell host and possibilities for glycosylation engineering","year":2014,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":177,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Glycosylation; Monoclonal antibody; Glycan; Epitope; Recombinant DNA; Chinese hamster ovary cell; Biology; Cell culture; Computational biology; Antibody; Glycoprotein; Cell biology; Virology; Biochemistry; Gene; Immunology; Genetics","score_opus":0.03354278036889868,"score_gpt":0.34850915499421353,"score_spread":0.31496637462531485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017355698","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":[0.0008119971,0.9956553,0.0007656932,0.000029243727,0.0020279558,0.0006083776,0.00007827313,0.000015887023,0.0000072731586],"genre_scores_gemma":[0.0012744935,0.99785906,0.00007088118,0.0000019902297,0.00032455573,0.00022492246,0.00018944035,0.00002646435,0.0000281735],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888176,0.000050221446,0.00043782822,0.0003617878,0.000054328582,0.00021407787],"domain_scores_gemma":[0.99920577,0.00010253532,0.00023408886,0.00038472668,0.000039663373,0.000033225024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015588885,0.00022769965,0.00043162706,0.0001306395,0.00006955244,0.000017621465,0.00022929722,0.00054228376,0.0000012783252],"category_scores_gemma":[0.00024409607,0.00016858679,0.00017652193,0.000109314,0.000120369776,0.0000023310588,0.00016163528,0.00018942541,9.856286e-7],"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":[0.000037685746,0.00011976452,0.00011134929,0.04236556,0.00006076823,6.087874e-8,0.000015314105,0.000024394356,0.0017363349,0.0026148774,0.0030227927,0.9498911],"study_design_scores_gemma":[0.00022230929,0.0002251687,0.000018884408,0.001610756,0.00002530487,0.00000263857,0.0000053916588,0.00005265698,0.0010167216,0.00006326463,0.99657696,0.00017994958],"about_ca_topic_score_codex":0.000009952748,"about_ca_topic_score_gemma":0.000006344586,"teacher_disagreement_score":0.9935542,"about_ca_system_score_codex":0.000017782919,"about_ca_system_score_gemma":0.000058828642,"threshold_uncertainty_score":0.68747693},"labels":[],"label_agreement":null},{"id":"W2018750966","doi":"10.1016/j.copbio.2013.03.008","title":"Advances in metabolic pathway and strain engineering paving the way for sustainable production of chemical building blocks","year":2013,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":126,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Novo Nordisk Fonden; European Research Council; Knut och Alice Wallenbergs Stiftelse; Fondation Chalmers; VINNOVA","keywords":"Metabolic engineering; Biochemical engineering; Adipic acid; Synthetic biology; Production (economics); Sustainable production; Chemical industry; Computer science; Biotechnology; Chemistry; Engineering; Computational biology; Biology; Biochemistry; Environmental engineering; Organic chemistry","score_opus":0.01867148121327795,"score_gpt":0.29874472856665524,"score_spread":0.2800732473533773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018750966","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":[0.0031741965,0.9935764,0.0006576013,0.000062345636,0.0014252228,0.0010684256,0.000013764246,0.000021026914,9.905557e-7],"genre_scores_gemma":[0.0016183935,0.9966646,0.0007163019,5.3788426e-7,0.00051900564,0.00034732913,0.00009378391,0.000027675393,0.000012384316],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859476,0.000035320867,0.00047966413,0.00050989067,0.00005323752,0.00032715124],"domain_scores_gemma":[0.99940485,0.000014046058,0.00019492369,0.000313708,0.000051457373,0.000021027892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039881366,0.0002706661,0.0006133246,0.00031348408,0.000023317074,0.0000115172825,0.00022383525,0.00051142107,7.5083454e-7],"category_scores_gemma":[0.00048054237,0.00020592033,0.00010285965,0.0003708802,0.00009556801,0.000010289286,0.00014786965,0.0003775224,1.7876043e-7],"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":[0.0000040029718,0.000037255653,0.0000026335217,0.008790042,0.000015556572,6.7094774e-8,0.000010062458,0.000052321106,0.093950056,0.0021918444,0.000044740013,0.8949014],"study_design_scores_gemma":[0.00013684384,0.000035513465,0.0000020536424,0.0018449578,0.000022391188,0.000022794658,0.000025072926,0.00002880435,0.039496895,0.000049058064,0.9581267,0.00020889002],"about_ca_topic_score_codex":0.000006548406,"about_ca_topic_score_gemma":7.192541e-7,"teacher_disagreement_score":0.95808196,"about_ca_system_score_codex":0.000026617989,"about_ca_system_score_gemma":0.00004881417,"threshold_uncertainty_score":0.8397187},"labels":[],"label_agreement":null},{"id":"W2019098050","doi":"10.1016/j.copbio.2011.04.004","title":"Engineered cardiac tissues","year":2011,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Heart and Stroke Foundation; University of Toronto","funders":"National Heart, Lung, and Blood Institute; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Tissue engineering; Decellularization; Scaffold; Stem cell; Regenerative medicine; Stem cell biology; Cardiac cell; Biomedical engineering; Biology; Computational biology; Biochemical engineering; Cell biology; Medicine; Engineering","score_opus":0.11559065243397905,"score_gpt":0.39238166553565385,"score_spread":0.2767910131016748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019098050","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":[0.0000017920171,0.9829145,0.00051055127,0.00014664418,0.015091081,0.0008679359,0.000030835334,0.00037889893,0.000057729943],"genre_scores_gemma":[0.0000027684664,0.9969325,0.0005362034,8.293984e-7,0.0013354953,0.00019051191,0.0004149908,0.00007717213,0.000509519],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982244,0.000051146904,0.0006365681,0.00054571935,0.00012981026,0.0004123857],"domain_scores_gemma":[0.9990164,0.000044419863,0.00014100154,0.0006491096,0.000033387238,0.00011569932],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016581442,0.00051228434,0.0023384765,0.0011657735,0.000022882945,0.000004463684,0.00022708414,0.0011077926,0.00006008795],"category_scores_gemma":[0.00013644852,0.00038169563,0.0003162887,0.0007425273,0.00017536126,0.000018113731,0.000101347796,0.0014930775,0.00020344098],"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":[0.0000025215143,0.00007916549,0.000005932264,0.0196948,0.00009224057,0.0000051156635,0.00003451743,2.2476925e-7,0.0000026424773,0.006980276,0.0041259667,0.9689766],"study_design_scores_gemma":[0.00029031315,0.00017492779,0.000008444207,0.031180615,0.00019246418,0.00009085392,0.0000082544075,0.0000047622725,0.000019736015,0.0000112913,0.9677104,0.00030799044],"about_ca_topic_score_codex":0.000006762679,"about_ca_topic_score_gemma":1.1990029e-7,"teacher_disagreement_score":0.9686686,"about_ca_system_score_codex":0.00015718488,"about_ca_system_score_gemma":0.00014019791,"threshold_uncertainty_score":0.9998635},"labels":[],"label_agreement":null},{"id":"W2023382272","doi":"10.1016/j.copbio.2008.10.006","title":"Novel anti-infectives: is host defence the answer?","year":2008,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":85,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canada Research Chairs; Canadian Institutes of Health Research; Genome British Columbia; Bill and Melinda Gates Foundation; Foundation for the National Institutes of Health","keywords":"Innate immune system; Biology; Immunity; Pattern recognition receptor; Broad spectrum; Inflammation; Host (biology); Immune system; Immunology; Host response; Antimicrobial; Microbiology; Genetics; Chemistry","score_opus":0.07005782995058467,"score_gpt":0.3373506129249715,"score_spread":0.2672927829743868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023382272","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":[0.0000595678,0.9883792,0.00028688167,0.00039663835,0.009389728,0.00087560277,0.00034955412,0.00017906567,0.00008377142],"genre_scores_gemma":[0.00015125578,0.9990426,0.000030017723,0.000039932052,0.00017656236,0.00011239315,0.0002585606,0.00005236361,0.00013635184],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973801,0.00020045164,0.000783764,0.00086318114,0.000047815636,0.00072469225],"domain_scores_gemma":[0.99825716,0.00029440116,0.0005458214,0.00084079907,0.000043823948,0.000017973432],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001484,0.0006841626,0.0016806438,0.00060596655,0.00033342416,0.00002392025,0.0010757557,0.0019620885,0.00012265201],"category_scores_gemma":[0.00009875553,0.00046943207,0.00055303966,0.0007599374,0.0017363348,0.00009512718,0.0005328884,0.0024690733,0.0007309387],"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":[0.0000092021,0.0004633364,0.000053689982,0.003629245,0.00025890028,0.0000019629583,0.00021810486,3.41011e-7,0.00070736086,0.004181123,0.041159905,0.9493168],"study_design_scores_gemma":[0.00034416278,0.000074717136,0.00003446021,0.006709746,0.000053133394,0.0007373661,0.00007619608,4.8886085e-7,0.0004634951,0.000029363126,0.9909721,0.00050475256],"about_ca_topic_score_codex":0.00007816338,"about_ca_topic_score_gemma":0.0000037800132,"teacher_disagreement_score":0.94981223,"about_ca_system_score_codex":0.00013149953,"about_ca_system_score_gemma":0.0002605629,"threshold_uncertainty_score":0.9998323},"labels":[],"label_agreement":null},{"id":"W2026362078","doi":"10.1016/s0958-1669(00)00225-1","title":"Mapping protein–protein interactions with combinatorial biology methods","year":2001,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computational biology; Sequence (biology); Biology; DNA; DNA sequencing; Protein sequencing; Genetics; Peptide sequence; Gene","score_opus":0.18945747438652466,"score_gpt":0.5053962932092669,"score_spread":0.3159388188227423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026362078","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":[0.000051518942,0.9882385,0.0026644352,0.0013910888,0.003944261,0.0030171613,0.000047292928,0.00018877197,0.00045698302],"genre_scores_gemma":[0.000009587607,0.99178046,0.0051751463,0.0000065650643,0.00094229437,0.001089161,0.00053168886,0.00006460153,0.00040052185],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99661887,0.0005408448,0.00096236204,0.00090003904,0.0002226178,0.00075527106],"domain_scores_gemma":[0.99846363,0.00019550743,0.00039963322,0.0006717168,0.00011149709,0.00015799598],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004983267,0.0006095083,0.0022225082,0.0018779665,0.00011509515,0.000021094507,0.00048665144,0.0011470943,0.0002202503],"category_scores_gemma":[0.00025262331,0.00042665575,0.0003595126,0.0018973576,0.0005764477,0.000050422772,0.00040387816,0.003383471,0.000152985],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000910103,0.00032894072,0.000030684376,0.014504344,0.00015279664,0.000013908654,0.0000135520495,2.4632703e-8,0.000094628704,0.020411072,0.0002674181,0.9640916],"study_design_scores_gemma":[0.0007660236,0.0005524752,0.000004845977,0.034411184,0.000048854494,0.0004556387,0.000018779174,0.000008365771,0.000071881,0.0016332837,0.9616338,0.00039485306],"about_ca_topic_score_codex":0.00007701933,"about_ca_topic_score_gemma":0.0000033893925,"teacher_disagreement_score":0.9636968,"about_ca_system_score_codex":0.00032400788,"about_ca_system_score_gemma":0.0005228556,"threshold_uncertainty_score":0.9998185},"labels":[],"label_agreement":null},{"id":"W2027500064","doi":"10.1016/j.copbio.2006.07.003","title":"Understanding cellular networks to improve hematopoietic stem cell expansion cultures","year":2006,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stem cell; Haematopoiesis; Cell biology; Biology; Computational biology; Hematopoietic stem cell; Intracellular; Cell; Cell culture; Cell growth; Systems biology; Genetics","score_opus":0.12023038277491384,"score_gpt":0.3617057269873881,"score_spread":0.2414753442124743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027500064","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":[0.000018914367,0.93003637,0.060775615,0.00018076018,0.0055937497,0.0028622374,0.000036783065,0.0003072038,0.00018837737],"genre_scores_gemma":[0.0004992419,0.99756825,0.00028833686,0.0000127683725,0.00041519126,0.00031301903,0.00068628707,0.00011902205,0.000097892625],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99616486,0.00015613394,0.0014206573,0.0011204089,0.00038099906,0.0007569553],"domain_scores_gemma":[0.9982987,0.00015713688,0.00044215878,0.000872042,0.000043237655,0.00018670989],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003160623,0.00076646695,0.002217539,0.00121167,0.000087726046,0.000035104145,0.00038711552,0.0020496924,0.000026633033],"category_scores_gemma":[0.000012710968,0.0006517257,0.00042242225,0.0012754721,0.00013241828,0.000044761142,0.00014377138,0.0014951002,0.00014002233],"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":[0.00007028744,0.0009457923,0.000050607,0.26797426,0.00013021984,0.00009671748,0.00044036648,0.000087797474,0.00047840286,0.008831906,0.013551019,0.7073426],"study_design_scores_gemma":[0.0010172471,0.00026212377,0.0000014891783,0.05910652,0.0003973193,0.00017338216,0.00022537689,0.00013229443,0.0007019853,0.00012235936,0.93708974,0.00077014917],"about_ca_topic_score_codex":0.000009237687,"about_ca_topic_score_gemma":0.0000021449025,"teacher_disagreement_score":0.92353874,"about_ca_system_score_codex":0.0008768658,"about_ca_system_score_gemma":0.0002169595,"threshold_uncertainty_score":0.9995934},"labels":[],"label_agreement":null},{"id":"W2032981474","doi":"10.1016/j.copbio.2010.12.005","title":"Production-related petroleum microbiology: progress and prospects","year":2011,"lang":"en","type":"article","venue":"Current Opinion in Biotechnology","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":107,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; National Institutes for Water Resources; Baker Hughes","keywords":"Microbial enhanced oil recovery; Nitrate; Petroleum; Environmental science; Sulfate-reducing bacteria; Biomass (ecology); Sulfate; Pulp and paper industry; Fermentation; Produced water; Chemistry; Environmental chemistry; Bacteria; Microorganism; Food science; Biology; Environmental engineering; Ecology; Engineering","score_opus":0.022741947166991745,"score_gpt":0.25960118621934275,"score_spread":0.236859239052351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032981474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9532337,0.028015701,0.0008096741,0.00050617865,0.011188746,0.00092210283,0.00001507186,0.004498639,0.0008101441],"genre_scores_gemma":[0.99045944,0.0063232766,0.0029048305,0.000002053172,0.00005362587,0.00018552662,0.00001949644,0.00003521756,0.000016513779],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904937,0.000018361203,0.00026705305,0.00033258848,0.000033214837,0.00029941116],"domain_scores_gemma":[0.9996352,0.000007747509,0.000046919908,0.00026293332,0.000018770563,0.000028431938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001029339,0.00017789351,0.00019802604,0.00038918603,0.00002706404,0.000006307051,0.00017024235,0.0003871385,0.00001791191],"category_scores_gemma":[0.00003178827,0.00017916443,0.00002375147,0.0003168925,0.00029076773,0.00009297321,0.000076855074,0.0004955995,0.000021533306],"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":[0.00010586916,0.0009313221,0.101895735,0.0026225322,0.00019319294,0.000011407678,0.0018073068,0.000102174425,0.22451992,0.07588523,0.012140295,0.579785],"study_design_scores_gemma":[0.0011557618,0.00054143503,0.021910492,0.0012014281,0.000015713798,0.00034482556,0.000107689695,0.0013169167,0.8531273,0.021040954,0.09796255,0.0012749494],"about_ca_topic_score_codex":0.0000018750707,"about_ca_topic_score_gemma":0.0000029433452,"teacher_disagreement_score":0.62860733,"about_ca_system_score_codex":0.0000702409,"about_ca_system_score_gemma":0.000009677364,"threshold_uncertainty_score":0.7306113},"labels":[],"label_agreement":null},{"id":"W2034451231","doi":"10.1016/j.copbio.2005.06.004","title":"Semi-rational approaches to engineering enzyme activity: combining the benefits of directed evolution and rational design","year":2005,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":439,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Rational design; Directed evolution; Protein engineering; Directed Molecular Evolution; Mutagenesis; Computational biology; Enzyme; Synthetic biology; Function (biology); Computer science; Biochemical engineering; Biology; Gene; Biochemistry; Mutation; Genetics; Engineering; Mutant","score_opus":0.10811056712837536,"score_gpt":0.3397796550552685,"score_spread":0.23166908792689317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034451231","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":[0.00025793316,0.9253386,0.073063664,0.00013185071,0.0005959216,0.0005426592,0.00003544209,0.000030990093,0.0000029061782],"genre_scores_gemma":[0.0058485386,0.9916171,0.0017782596,0.0000018382744,0.00031565083,0.0001954411,0.00020834121,0.000028500697,0.000006334176],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890935,0.0000608675,0.0003374217,0.0003846012,0.00010505182,0.0002027278],"domain_scores_gemma":[0.99949044,0.00006580328,0.00012391033,0.00026032887,0.000024070094,0.000035426205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002202006,0.0002552292,0.0004214059,0.00027286544,0.000038938506,0.000011275711,0.00020830063,0.00048747665,0.0000019931822],"category_scores_gemma":[0.00012474255,0.00021999657,0.00007962359,0.00030514994,0.00005836757,0.000003835633,0.00018546816,0.0003157095,0.0000013792559],"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":[0.00001640552,0.00009438423,0.000014667058,0.002067196,0.00008894254,7.215004e-8,0.000032205513,0.028105278,0.0018689499,0.0047675474,0.00037186206,0.9625725],"study_design_scores_gemma":[0.00035210114,0.00019181897,0.00023252027,0.003121875,0.00006517444,0.000050539238,0.000010173899,0.008805303,0.0041516945,0.000026083457,0.9824504,0.000542319],"about_ca_topic_score_codex":0.0000016469548,"about_ca_topic_score_gemma":0.0000019233112,"teacher_disagreement_score":0.98207855,"about_ca_system_score_codex":0.000042008214,"about_ca_system_score_gemma":0.00009827972,"threshold_uncertainty_score":0.89712},"labels":[],"label_agreement":null},{"id":"W2034452335","doi":"10.1016/j.copbio.2011.02.010","title":"The art and design of functional metagenomic screens","year":2011,"lang":"en","type":"article","venue":"Current Opinion in Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":110,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Genome British Columbia; University of British Columbia","funders":"","keywords":"Metagenomics; Biology; Computational biology; Isolation (microbiology); Host (biology); Focus (optics); Gene; Genetics; Bioinformatics","score_opus":0.0517708698101426,"score_gpt":0.2557695268796069,"score_spread":0.2039986570694643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034452335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5726405,0.074573085,0.33775482,0.0014636669,0.0122215,0.0010282107,0.000031542986,0.00010469305,0.00018200163],"genre_scores_gemma":[0.97697634,0.019753417,0.0028337305,0.000006687082,0.00026444692,0.000025582991,0.00003310399,0.00001300348,0.00009368574],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995216,0.000027017642,0.00014189964,0.00017203497,0.000028688777,0.00010874879],"domain_scores_gemma":[0.99973315,0.0000033920223,0.000047717193,0.00018193728,0.000020454776,0.000013352342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019450694,0.00006985111,0.00007580663,0.000063705214,0.000031515214,0.0000024533915,0.00008664718,0.00012438955,0.0000046450937],"category_scores_gemma":[0.00005445855,0.000052950018,0.00002039059,0.000082796774,0.00015508245,0.0000014747179,0.000059593454,0.00009284872,0.000003721088],"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":[0.0000631899,0.00003756629,0.00025892816,0.00001829047,0.000017838896,3.062604e-8,0.000012656626,0.000042036783,0.97435683,0.0031562974,0.0020756037,0.019960705],"study_design_scores_gemma":[0.00039830848,0.00022559571,0.007048356,0.000025377656,0.000008434434,0.000028289636,0.00003842757,0.00012745666,0.6810961,0.00035319428,0.31049964,0.00015086564],"about_ca_topic_score_codex":0.000003132523,"about_ca_topic_score_gemma":0.0000011627551,"teacher_disagreement_score":0.40433586,"about_ca_system_score_codex":0.0000036956476,"about_ca_system_score_gemma":0.000014580196,"threshold_uncertainty_score":0.2159239},"labels":[],"label_agreement":null},{"id":"W2036834782","doi":"10.1016/j.copbio.2012.03.011","title":"Pharmaceutical protein production by yeast: towards production of human blood proteins by microbial fermentation","year":2012,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":101,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"European Research Council; Fondation Chalmers; Novo Nordisk Fonden","keywords":"Yeast; Fermentation; Production (economics); Biotechnology; Chemistry; Food science; Biology; Biochemistry; Economics","score_opus":0.07412063799062699,"score_gpt":0.3873115758014814,"score_spread":0.3131909378108544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036834782","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":[0.006973906,0.98714465,0.00020538297,0.00027001183,0.0015773468,0.0032739558,0.0004970878,0.000049767492,0.000007918923],"genre_scores_gemma":[0.00778736,0.9843351,0.00014330549,0.00000194855,0.0005647453,0.0011682591,0.0058226287,0.00004560434,0.00013102917],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.997963,0.00012437097,0.0006855581,0.00074330857,0.00013795908,0.00034578997],"domain_scores_gemma":[0.9990419,0.0000012677734,0.00039682764,0.0004579378,0.00004609623,0.000055941582],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021981883,0.00035655947,0.0005622305,0.00019085496,0.00007169239,0.000009594833,0.00032767814,0.0008191283,0.000013124797],"category_scores_gemma":[0.000029809396,0.00033888777,0.0001525493,0.00032337636,0.00024367144,0.000009003713,0.000099412726,0.000518347,0.000009295358],"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":[0.000009184982,0.0006378518,0.000003076836,0.0036650654,0.0000519118,2.6052058e-8,0.000006963658,7.301185e-8,0.6284209,0.000086693355,0.002861428,0.36425683],"study_design_scores_gemma":[0.00021761673,0.00009814303,0.0000022548943,0.0010452354,0.00010902446,0.0000217506,0.000003910362,1.16633885e-7,0.32595044,0.0000086521,0.67231995,0.0002229355],"about_ca_topic_score_codex":0.000010555715,"about_ca_topic_score_gemma":0.0000022175643,"teacher_disagreement_score":0.6694585,"about_ca_system_score_codex":0.000049291884,"about_ca_system_score_gemma":0.00011826504,"threshold_uncertainty_score":0.9999063},"labels":[],"label_agreement":null},{"id":"W2037135781","doi":"10.1016/j.copbio.2014.12.022","title":"Engineering metabolism through dynamic control","year":2015,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":216,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; BioFuelNet Canada","keywords":"Metabolic engineering; Synthetic biology; Computer science; Robustness (evolution); Commercialization; Biochemical engineering; Control engineering; Computational biology; Engineering; Biology","score_opus":0.03603338632006613,"score_gpt":0.34200887327503143,"score_spread":0.3059754869549653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037135781","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":[0.000014768523,0.9846883,0.0040361383,0.0000785275,0.010416189,0.0005575701,0.000095784315,0.000104368635,0.00000837726],"genre_scores_gemma":[0.00005183217,0.9975017,0.00053369085,0.000003674974,0.0010300351,0.0001322562,0.0006429968,0.000067883615,0.000035980363],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980859,0.00007224509,0.00056914,0.00075024064,0.00010463892,0.0004177953],"domain_scores_gemma":[0.9990098,0.000004806207,0.00019914268,0.0006822051,0.000050286577,0.00005379269],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028498014,0.0004881442,0.0011218336,0.00033918794,0.000022888189,0.000015316067,0.00044421334,0.0012178981,0.0000051859106],"category_scores_gemma":[0.00017110104,0.0004437875,0.00025113302,0.0004571425,0.0000763914,0.000004692418,0.00016346411,0.0006987948,0.00005050639],"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":[0.000008543169,0.00008462691,3.521948e-7,0.00557427,0.00011172649,5.8879306e-7,0.000007995367,0.000083076644,0.0027904357,0.0008944201,0.0025202099,0.98792374],"study_design_scores_gemma":[0.0003739753,0.00003776751,8.223069e-7,0.0016797557,0.000079904,0.00007073473,0.0000023130192,0.00003542195,0.00017828529,0.0000175394,0.99709123,0.00043222934],"about_ca_topic_score_codex":0.000005841002,"about_ca_topic_score_gemma":0.0000010066805,"teacher_disagreement_score":0.99457103,"about_ca_system_score_codex":0.000070561066,"about_ca_system_score_gemma":0.00014356543,"threshold_uncertainty_score":0.9998014},"labels":[],"label_agreement":null},{"id":"W2042493870","doi":"10.1016/j.copbio.2011.04.014","title":"Bacterial growth laws and their applications","year":2011,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":322,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Institute of General Medical Sciences; National Science Foundation","keywords":"Biology; Computational biology","score_opus":0.03933284762890699,"score_gpt":0.3054944976841105,"score_spread":0.26616165005520354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042493870","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":[0.000030993575,0.9954288,0.0012880875,0.00002854209,0.0025753991,0.0005134327,0.00007172676,0.000045406232,0.00001758612],"genre_scores_gemma":[0.00003758925,0.99772453,0.0001697524,0.0000016218503,0.0011290357,0.00023016185,0.0006610867,0.00002915968,0.000017078679],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988656,0.000045441953,0.00032048312,0.00054298283,0.000020837897,0.00020467116],"domain_scores_gemma":[0.9994087,0.0000029242367,0.00013214877,0.00039827297,0.000023240193,0.000034682696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011002739,0.00028785397,0.0005081702,0.00022487446,0.000031975833,0.000009973909,0.00024446656,0.0008026977,0.000005942521],"category_scores_gemma":[0.000033084034,0.00023249965,0.000102620754,0.00021489817,0.00012874733,0.000001942009,0.00019234804,0.0003272118,0.000013133378],"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":[0.0000031916916,0.000059024616,9.425174e-7,0.0030850777,0.000023161992,2.2331278e-8,0.0000048875354,1.6588013e-8,0.0026314133,0.002186899,0.00058533857,0.99142003],"study_design_scores_gemma":[0.00011935346,0.000043378997,0.0000013822886,0.00076405343,0.000017530048,0.000042268734,0.000002470408,2.067651e-7,0.0011922384,0.00007004219,0.9975132,0.00023388164],"about_ca_topic_score_codex":0.0000049816526,"about_ca_topic_score_gemma":0.0000014566994,"teacher_disagreement_score":0.99692786,"about_ca_system_score_codex":0.000013915006,"about_ca_system_score_gemma":0.00004813549,"threshold_uncertainty_score":0.94810605},"labels":[],"label_agreement":null},{"id":"W2042980605","doi":"10.1016/s0958-1669(02)00012-5","title":"The theory of DNA separation by capillary electrophoresis","year":2003,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Capillary electrophoresis; Electrophoresis; DNA; Free-flow electrophoresis; Separation method; Computational biology; Biology; Chromatography; Chemistry; Genetics; Molecular biology; Gel electrophoresis of proteins; Polyacrylamide gel electrophoresis; Biochemistry","score_opus":0.02488100157155633,"score_gpt":0.30638073160580265,"score_spread":0.28149973003424633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042980605","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":[0.000013606841,0.9969942,0.0009094966,0.00002706378,0.0011145584,0.00066229334,0.000048815633,0.0001366188,0.000093329014],"genre_scores_gemma":[0.000011091712,0.9992178,0.000006482121,0.0000016805603,0.000054327345,0.0003631937,0.00026025675,0.000057305886,0.00002784313],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981736,0.00017762952,0.000782287,0.00032949884,0.00012671087,0.0004103063],"domain_scores_gemma":[0.9989168,0.00016077676,0.00019515742,0.00066683075,0.00002674857,0.000033672877],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029450777,0.0003719575,0.0008035993,0.00029931465,0.000090028945,0.000014427195,0.0005587762,0.00077058765,0.000023579067],"category_scores_gemma":[0.000027976768,0.0002838728,0.00020233865,0.0008819704,0.00021192331,0.000022180204,0.000046891793,0.0007598403,0.000039489354],"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":[0.0000029025061,0.00003252164,2.753493e-7,0.00295211,0.000069006266,8.660748e-8,0.00000721892,3.405903e-7,0.001011919,0.03167785,0.23084183,0.7334039],"study_design_scores_gemma":[0.000068848494,0.00003108021,2.5780764e-7,0.0008493999,0.000049975853,0.000013296266,0.000008745326,0.0000054758025,0.002126508,0.0009171166,0.9956822,0.00024710948],"about_ca_topic_score_codex":0.0000010402383,"about_ca_topic_score_gemma":4.3261576e-7,"teacher_disagreement_score":0.76484036,"about_ca_system_score_codex":0.00019688057,"about_ca_system_score_gemma":0.00010506449,"threshold_uncertainty_score":0.9999613},"labels":[],"label_agreement":null},{"id":"W2043734096","doi":"10.1016/j.copbio.2013.02.023","title":"Integrative avenues for exploring the dynamics and evolution of protein interaction networks","year":2013,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Context (archaeology); Dynamics (music); Field (mathematics); Annotation; Biology; Cognitive science; Computer science; Sociology; Psychology; Bioinformatics","score_opus":0.05813765214886208,"score_gpt":0.3346662154106102,"score_spread":0.27652856326174813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043734096","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":[0.00013328831,0.94035053,0.05614909,0.000052613268,0.0018360935,0.0014208893,0.000041644107,0.000008787176,0.0000070376295],"genre_scores_gemma":[0.0008637765,0.9971457,0.00029973732,0.0000011394,0.00026800003,0.0009787518,0.00040452013,0.000019748026,0.000018605084],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896514,0.000057963036,0.0004922504,0.0002539893,0.000039145973,0.00019150162],"domain_scores_gemma":[0.99919146,0.000034410932,0.0004158045,0.00029113793,0.000048343696,0.000018834222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018845187,0.00023062143,0.00046364687,0.00014847884,0.000047030677,0.000014778071,0.000242347,0.0005292171,7.7826536e-7],"category_scores_gemma":[0.000062265986,0.00015776882,0.00013266008,0.00014840567,0.00017708138,0.000006795291,0.00020494821,0.00045165946,0.0000010062397],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008518523,0.00001812366,0.0000028177706,0.0023148023,0.000035375102,9.294465e-9,0.00001713814,0.000012694219,0.0000089716905,0.009568258,0.00027954206,0.9877337],"study_design_scores_gemma":[0.00018471383,0.00022313469,0.0000038650924,0.0066209636,0.000038500417,0.0000105516765,0.0001944008,0.009224893,0.00004163818,0.0005914459,0.98263055,0.00023535217],"about_ca_topic_score_codex":0.000007761394,"about_ca_topic_score_gemma":0.000014993648,"teacher_disagreement_score":0.9874984,"about_ca_system_score_codex":0.0000878535,"about_ca_system_score_gemma":0.000056309673,"threshold_uncertainty_score":0.6433626},"labels":[],"label_agreement":null},{"id":"W2044195257","doi":"10.1016/j.copbio.2011.05.131","title":"NT-3 and IGFBP-2 increase the expansion of umbilical cord blood hematopoietic progenitors","year":2011,"lang":"en","type":"article","venue":"Current Opinion in Biotechnology","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Héma-Québec; Université Laval","funders":"","keywords":"GLUT1; TXNIP; Glucose transporter; Chemistry; Snf3; Downregulation and upregulation; Internal medicine; Insulin; Thioredoxin; Endocrinology; Cell biology; Biochemistry; Biology; Oxidative stress; Gene; Medicine","score_opus":0.05514722428561039,"score_gpt":0.31451486521397004,"score_spread":0.2593676409283596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044195257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905943,0.007150378,0.000102485385,0.00062753336,0.0009891414,0.0004214835,0.0000040874197,0.00005732945,0.00005322818],"genre_scores_gemma":[0.9964264,0.0028703718,0.0005557181,0.000010737403,0.00009070672,0.00002424354,0.00000767938,0.000011715619,0.0000024221092],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99905944,0.000039814222,0.00033195657,0.00025221024,0.00013333534,0.00018322936],"domain_scores_gemma":[0.999435,0.00003530442,0.00008440968,0.0003479723,0.000042049902,0.000055278233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020822439,0.00011860258,0.00030019262,0.00017318406,0.000036596288,0.0000033383208,0.00010401896,0.00026633768,0.000013732888],"category_scores_gemma":[0.000101066784,0.000077484765,0.000082941755,0.00024350076,0.00035287545,0.00002133958,0.00015724912,0.0003492618,0.000003304981],"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":[0.0019877974,0.0035049915,0.3405895,0.0040421523,0.0002597195,0.000011039077,0.0030019346,0.0000028545444,0.23974727,0.042457696,0.0018470362,0.362548],"study_design_scores_gemma":[0.014938488,0.006039186,0.31071362,0.007592792,0.00076458574,0.0033704564,0.004435359,0.0032184224,0.6101662,0.008360457,0.028952358,0.0014480791],"about_ca_topic_score_codex":0.000056196972,"about_ca_topic_score_gemma":0.0000010655602,"teacher_disagreement_score":0.37041894,"about_ca_system_score_codex":0.000013361281,"about_ca_system_score_gemma":0.000044968314,"threshold_uncertainty_score":0.3159737},"labels":[],"label_agreement":null},{"id":"W2044839792","doi":"10.1016/j.copbio.2005.08.001","title":"Culture development for human embryonic stem cell propagation: molecular aspects and challenges","year":2005,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Embryonic stem cell; Cell biology; Biology; Fibroblast growth factor; Stem cell; Intracellular; Genetics; Gene; Receptor","score_opus":0.09878376732389879,"score_gpt":0.3717676453402264,"score_spread":0.2729838780163276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044839792","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":[0.00007429473,0.9965863,0.00033039885,0.0002726114,0.0005883426,0.0019724919,0.000028995964,0.000044247623,0.000102299186],"genre_scores_gemma":[0.0001032906,0.997356,0.00038695475,0.0000036767456,0.00028431808,0.0008075944,0.00080875575,0.00006573022,0.00018368194],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99747974,0.00013251793,0.00056987273,0.0010873089,0.00018778809,0.00054274884],"domain_scores_gemma":[0.99896085,0.00001462618,0.00029027218,0.00057128526,0.0000739338,0.00008901831],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002940925,0.00051110995,0.00081781007,0.00039296033,0.00010977252,0.000027653636,0.00056930986,0.0014641044,0.0000030410501],"category_scores_gemma":[0.00001909717,0.00045867424,0.00017665928,0.00020276543,0.00015714527,0.0000043788787,0.00051302434,0.0005857967,0.000017447797],"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":[0.000005774764,0.0001317576,5.032953e-7,0.022975095,0.00005076029,0.0000013620564,0.000022442884,6.7704684e-7,0.0010440917,0.001608445,0.0004237284,0.9737354],"study_design_scores_gemma":[0.00047596445,0.00023460014,0.0000012744781,0.0029293909,0.000028057884,0.00003335469,0.000025271736,0.0000030885171,0.0056973356,0.000039155904,0.9900596,0.00047289627],"about_ca_topic_score_codex":3.632831e-7,"about_ca_topic_score_gemma":0.0000050505437,"teacher_disagreement_score":0.9896359,"about_ca_system_score_codex":0.00013434446,"about_ca_system_score_gemma":0.0003293379,"threshold_uncertainty_score":0.9998322},"labels":[],"label_agreement":null},{"id":"W2045111937","doi":"10.1016/j.copbio.2004.08.001","title":"Protein-based tissue engineering in bone and cartilage repair","year":2004,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Periodontal Regeneration and Treatments","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Cartilage; Bone morphogenetic protein; Tissue engineering; Regeneration (biology); Bone matrix; Bone tissue; Matrix (chemical analysis); Biomedical engineering; Biology; Cell biology; Medicine; Chemistry; Anatomy; Biochemistry","score_opus":0.05316483156400064,"score_gpt":0.36127893344566114,"score_spread":0.3081141018816605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045111937","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":[0.0008202463,0.99673784,0.000038682836,0.0001613096,0.0005080674,0.0015115978,0.0000122580595,0.00020151712,0.000008507526],"genre_scores_gemma":[0.00067626976,0.9979663,0.0005554884,0.0000036144677,0.000057857498,0.00045544616,0.00022530241,0.00003316087,0.000026542992],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986427,0.000028952672,0.00051816396,0.00045141045,0.000103747494,0.0002550604],"domain_scores_gemma":[0.99947476,0.000014223304,0.00011003848,0.00032239256,0.0000114664135,0.00006711937],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000089515546,0.00031257566,0.0010562065,0.00090200535,0.00001670771,0.0000074474856,0.000058077516,0.00068683614,0.000011621284],"category_scores_gemma":[0.00009554244,0.0002693652,0.0001133958,0.000485059,0.00006947274,0.000021939004,0.00005400849,0.0005998539,0.000022700235],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012908678,0.00036273018,0.0000744504,0.042782675,0.000019325864,0.000087997636,0.000016950113,0.000004522105,0.00012749211,0.001549104,0.00003153008,0.9549303],"study_design_scores_gemma":[0.0014515506,0.0002172968,0.00003549554,0.045275085,0.000040041654,0.000100807534,0.0000018757142,0.000049099326,0.0004411895,0.0000066931866,0.9521714,0.00020946034],"about_ca_topic_score_codex":0.000014324641,"about_ca_topic_score_gemma":0.000010025162,"teacher_disagreement_score":0.95472085,"about_ca_system_score_codex":0.00043674393,"about_ca_system_score_gemma":0.00025633656,"threshold_uncertainty_score":0.99997586},"labels":[],"label_agreement":null},{"id":"W2046357606","doi":"10.1016/j.copbio.2007.03.001","title":"Microencapsulation for the improved delivery of bioactive compounds into foods","year":2007,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microencapsulation and Drying Processes","field":"Agricultural and Biological Sciences","cited_by":647,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Functional food; Chemistry; Lycopene; Biotechnology; Food science; Carotenoid; Biology","score_opus":0.14440100124662147,"score_gpt":0.3879169378048939,"score_spread":0.24351593655827242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046357606","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":[0.00020445538,0.99618065,0.0003471906,0.00029585848,0.0016246415,0.0011728194,0.00010175715,0.00006461048,0.00000802347],"genre_scores_gemma":[0.0012879542,0.9976517,0.00022222997,0.000008337658,0.00023478593,0.000117352974,0.00046911283,0.0000029612793,0.0000055517944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984088,0.00006163117,0.00072610856,0.00042421388,0.000099744626,0.00027948845],"domain_scores_gemma":[0.9984223,0.0007073552,0.00059055904,0.00013053083,0.00012043624,0.000028780774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035296695,0.00028369023,0.0007036514,0.00014696438,0.000139237,0.000022307759,0.0005700052,0.00065768324,0.000019739357],"category_scores_gemma":[0.00010360807,0.00010444392,0.0002782331,0.0009459677,0.00024366226,0.000052086358,0.0001441837,0.00039557947,0.0000052376026],"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":[0.000016209311,0.0000702498,0.000009118907,0.0026097063,0.0000211194,2.2265905e-8,0.000020749625,2.3435297e-7,0.0009258006,0.00071932696,0.00022677293,0.9953807],"study_design_scores_gemma":[0.00012940358,0.00016743853,0.000054017593,0.0019485757,0.00004022337,0.0000042265565,0.00006897681,0.00005802505,0.0003021828,0.00035707702,0.996669,0.00020087007],"about_ca_topic_score_codex":0.000096679985,"about_ca_topic_score_gemma":0.000084637984,"teacher_disagreement_score":0.9964422,"about_ca_system_score_codex":0.00008221609,"about_ca_system_score_gemma":0.000048816175,"threshold_uncertainty_score":0.50726557},"labels":[],"label_agreement":null},{"id":"W2052074039","doi":"10.1016/j.copbio.2012.10.009","title":"Proteomics approaches for the analysis of enriched microbial subpopulations and visualization of complex functional information","year":2012,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Genetics; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft","keywords":"Visualization; Proteome; Voronoi diagram; Computer science; Data science; Field (mathematics); Computational biology; Proteomics; Biology; Data mining; Bioinformatics","score_opus":0.15202343782694416,"score_gpt":0.35092267643908726,"score_spread":0.1988992386121431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052074039","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":[0.000085702246,0.7971153,0.20087937,0.00003107735,0.0005335595,0.0011060887,0.00023960027,0.0000054511484,0.000003831935],"genre_scores_gemma":[0.003850577,0.9853618,0.0008980564,0.0000029851053,0.00011446641,0.0001598353,0.009600349,0.000010046744,0.000001875234],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889624,0.000036345205,0.0007390542,0.0001331256,0.000057676774,0.0001375281],"domain_scores_gemma":[0.99890107,0.00004138379,0.0007224545,0.00025666304,0.00006194335,0.00001646471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027381317,0.00016526577,0.000540132,0.00043963388,0.000045053763,0.000008281557,0.00016262333,0.00054258667,0.000003161683],"category_scores_gemma":[0.00004069257,0.00012634332,0.00020567841,0.00051590387,0.00016397178,0.000007955674,0.00012788286,0.00012456252,3.4396854e-7],"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":[0.00002562785,0.00007443031,0.00012448434,0.0061028604,0.00061445596,9.364104e-10,0.000055236123,0.00033933806,0.000099418234,0.015994573,0.00032374202,0.9762458],"study_design_scores_gemma":[0.00031202138,0.000058522204,0.0005207514,0.00021961202,0.0009934221,0.000002874484,0.000038898488,0.007784717,0.000036980367,0.00010616127,0.9897307,0.00019534517],"about_ca_topic_score_codex":0.0000038787207,"about_ca_topic_score_gemma":0.0000064430824,"teacher_disagreement_score":0.98940694,"about_ca_system_score_codex":0.000018231569,"about_ca_system_score_gemma":0.00006330802,"threshold_uncertainty_score":0.5152131},"labels":[],"label_agreement":null},{"id":"W2056702193","doi":"10.1016/j.copbio.2011.06.006","title":"Biotechnology for the acceleration of carbon dioxide capture and sequestration","year":2011,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Enzyme function and inhibition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":185,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Carbonic anhydrase; Carbon dioxide; Biochemical engineering; Combustion; Carbon sequestration; Fossil fuel; Environmental science; Chemistry; Biocatalysis; Enzyme; Carbon fibers; Materials science; Biochemistry; Organic chemistry; Engineering; Catalysis","score_opus":0.0831652199393626,"score_gpt":0.34768946943995876,"score_spread":0.26452424950059616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056702193","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":[0.00010331472,0.9940891,0.0026073235,0.0002337555,0.0018064629,0.001040028,0.000052443524,0.000034856366,0.000032706863],"genre_scores_gemma":[0.00065304735,0.99808425,0.000115318144,0.000007947899,0.00022812562,0.00031878325,0.00054230745,0.000026711497,0.000023540713],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986943,0.000067605324,0.0005208205,0.0004669801,0.000052485833,0.00019781032],"domain_scores_gemma":[0.9990811,0.00003205309,0.00037783844,0.00043799993,0.00005039779,0.00002061704],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00020929734,0.0002701613,0.0004945549,0.00028839786,0.00004782539,0.000007495388,0.00023059573,0.0016173724,0.0000041772028],"category_scores_gemma":[0.00014062262,0.00020308685,0.00013618858,0.00023152753,0.0002754985,0.0000044277517,0.0001228885,0.00040450334,8.796162e-7],"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":[0.000031320244,0.000078432786,0.000009541164,0.004045394,0.00005805993,7.513766e-8,0.00001732638,9.869677e-7,0.0045509543,0.014863506,0.000991847,0.9753526],"study_design_scores_gemma":[0.00025213286,0.00024371788,0.0000045742936,0.0011701538,0.000062021616,0.00002240556,0.000023878463,0.000021060912,0.012556875,0.00016979034,0.9852742,0.0001991693],"about_ca_topic_score_codex":0.000019069039,"about_ca_topic_score_gemma":0.00001537196,"teacher_disagreement_score":0.9842824,"about_ca_system_score_codex":0.000029919544,"about_ca_system_score_gemma":0.00010616144,"threshold_uncertainty_score":0.99967873},"labels":[],"label_agreement":null},{"id":"W2063222386","doi":"10.1016/j.copbio.2008.02.012","title":"Evolutionary and cellular webs in benzylisoquinoline alkaloid biosynthesis","year":2008,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Berberine and alkaloids research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Benzylisoquinoline; Metabolic engineering; Biosynthesis; Metabolic pathway; Context (archaeology); Biology; Alkaloid; Computational biology; Biochemistry; Synthetic biology; Chemical biology; Chemistry; Metabolism; Botany; Enzyme","score_opus":0.10178995262782857,"score_gpt":0.39363528083622434,"score_spread":0.29184532820839576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063222386","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":[0.00027963033,0.99626994,0.0000143053385,0.0010218574,0.0009827764,0.0011669089,0.00007075626,0.00010867931,0.00008511621],"genre_scores_gemma":[0.00007862115,0.99846566,0.00024104632,0.00000777908,0.00036511724,0.00019763845,0.00051861315,0.0000612557,0.00006427487],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970199,0.00015550466,0.000977818,0.0008913329,0.00028694898,0.00066848897],"domain_scores_gemma":[0.9987893,0.0001607161,0.00019026772,0.0006778834,0.000045771736,0.00013604469],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00018618192,0.0005208251,0.0019868668,0.0027117885,0.000055572753,0.0000095096575,0.00033234752,0.0014861998,0.00010821987],"category_scores_gemma":[0.00026024407,0.0004526005,0.0002559421,0.0015881426,0.0005190854,0.000058240686,0.0004608112,0.0021657553,0.00012462704],"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":[0.00001914256,0.00037481848,0.0002997751,0.0144958915,0.000037759655,0.00005092041,0.0000118795615,8.5499956e-8,0.000015010222,0.00046623644,0.003549576,0.9806789],"study_design_scores_gemma":[0.0006907432,0.00017937821,0.00009792051,0.019483803,0.000035112243,0.0005617155,0.000013736385,0.00003373941,0.000040460713,0.00006423929,0.9784442,0.00035490788],"about_ca_topic_score_codex":0.00003686267,"about_ca_topic_score_gemma":0.0000073553015,"teacher_disagreement_score":0.980324,"about_ca_system_score_codex":0.00030913122,"about_ca_system_score_gemma":0.00045111545,"threshold_uncertainty_score":0.9998101},"labels":[],"label_agreement":null},{"id":"W2064900554","doi":"10.1016/j.copbio.2009.01.006","title":"Transgenic plants to improve rhizoremediation of polychlorinated biphenyls (PCBs)","year":2009,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Ministerstvo Školství, Mládeže a Tělovýchovy; Ministère du Développement Économique, de l’Innovation et de l’Exportation","keywords":"Bioremediation; Rhizobacteria; Polychlorinated biphenyl; Dioxygenase; Environmental remediation; Genetically modified crops; Biphenyl; Pollutant; Biodegradation; Enzyme; Transgene; Environmental chemistry; Chemistry; Biology; Biochemistry; Contamination; Bacteria; Gene; Ecology; Genetics; Rhizosphere","score_opus":0.04979635359099631,"score_gpt":0.33892299839540085,"score_spread":0.28912664480440453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064900554","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":[0.00061918824,0.99019986,0.00009442946,0.0006076635,0.006023641,0.001870121,0.00039412713,0.00013490477,0.000056037963],"genre_scores_gemma":[0.00042966488,0.9989228,0.00015828856,0.000025706886,0.00009679105,0.000033100456,0.0002929377,0.000023158733,0.000017506654],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742866,0.00009514424,0.0010425055,0.0007009481,0.00027671884,0.0004560108],"domain_scores_gemma":[0.9988808,0.000043380824,0.0004882473,0.00046684727,0.000009647613,0.00011109793],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002744101,0.0004156022,0.0010876623,0.000580775,0.000032833916,0.00000957266,0.0006933967,0.0009691157,0.00041281807],"category_scores_gemma":[0.000072945586,0.0003589844,0.00020170356,0.0012121511,0.00016041013,0.00006597201,0.00017281222,0.00056654355,0.0007845141],"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":[0.000012379254,0.00014658779,0.000021915737,0.0010730111,0.000009457062,4.7333802e-7,0.000034131313,9.431135e-7,0.0014067792,0.00004434294,0.0027512435,0.9944987],"study_design_scores_gemma":[0.0003004254,0.0001672669,0.00010281808,0.002261925,0.000022525655,0.000005931479,0.000005268665,0.000005753148,0.0015212828,0.000041079977,0.99520105,0.00036464224],"about_ca_topic_score_codex":0.00003509945,"about_ca_topic_score_gemma":0.000021926988,"teacher_disagreement_score":0.99413407,"about_ca_system_score_codex":0.00032891362,"about_ca_system_score_gemma":0.00006275527,"threshold_uncertainty_score":0.9999935},"labels":[],"label_agreement":null},{"id":"W2068808048","doi":"10.1016/j.copbio.2014.11.021","title":"Novel probiotics and prebiotics: road to the market","year":2014,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":160,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bio-K+ International (Canada)","funders":"","keywords":"Biotechnology; Gut flora; Human health; Antibiotic resistance; Population; Business; Biology; Medicine; Environmental health; Antibiotics; Immunology; Microbiology","score_opus":0.07564216109170767,"score_gpt":0.32870294323398713,"score_spread":0.25306078214227945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068808048","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":[0.000016170363,0.9927487,0.00006991471,0.0027551414,0.0026206318,0.0014208425,0.00018489762,0.00009193696,0.0000917654],"genre_scores_gemma":[0.000058319063,0.99905705,0.00016699909,0.00003463448,0.0004418327,0.000058555255,0.00013853614,0.0000038541334,0.000040185303],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980554,0.00011397793,0.0005854696,0.00065471523,0.0001284077,0.000462043],"domain_scores_gemma":[0.9992657,0.0001451266,0.00024028526,0.00022867139,0.0000316498,0.00008861461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046170517,0.0003993586,0.0008741806,0.000097394055,0.0001273762,0.00007704737,0.0008484786,0.00087394414,0.000032265063],"category_scores_gemma":[0.00014303045,0.00013255191,0.00015663487,0.0007574354,0.00019013978,0.00002639777,0.00067950936,0.00083666435,0.00005058058],"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":[0.0000032151272,0.00008776043,0.0000040378072,0.0014366653,0.000014506979,9.891829e-8,0.0000063811526,1.6462515e-7,0.000025894364,0.0018771107,0.0023152137,0.99422896],"study_design_scores_gemma":[0.000070613634,0.000253114,0.000104080165,0.004427657,0.000031999578,0.000027396734,0.000011294707,0.00003347901,0.0000036878255,0.00007936491,0.99464786,0.00030942995],"about_ca_topic_score_codex":0.000011863403,"about_ca_topic_score_gemma":0.00003956588,"teacher_disagreement_score":0.9939195,"about_ca_system_score_codex":0.000060912986,"about_ca_system_score_gemma":0.000022114458,"threshold_uncertainty_score":0.67406577},"labels":[],"label_agreement":null},{"id":"W2069358116","doi":"10.1016/j.copbio.2006.10.003","title":"Biopharmaceutical drug discovery using novel protein scaffolds","year":2006,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Biopharmaceutical; Drug discovery; Drug development; Computational biology; Scaffold; Drug; Computer science; Nanotechnology; Biotechnology; Pharmacology; Bioinformatics; Biology; Materials science","score_opus":0.23334414023835917,"score_gpt":0.48612609802138657,"score_spread":0.25278195778302737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069358116","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":[0.00040202332,0.9937227,0.00021192945,0.00082842354,0.0023895483,0.0020201418,0.00020530843,0.00012559586,0.00009434139],"genre_scores_gemma":[0.000027106678,0.9968497,0.0007856666,0.000009406147,0.0010018025,0.00016761855,0.00056853186,0.0000715714,0.00051860634],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99669194,0.000114079805,0.0010236502,0.0008791712,0.0004619209,0.0008292553],"domain_scores_gemma":[0.99889636,0.00009336361,0.00025792528,0.0005519195,0.000052743908,0.00014770128],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030281703,0.00061912223,0.0019473752,0.0013568761,0.000087669905,0.00004209849,0.00048121865,0.0010755224,0.000059511054],"category_scores_gemma":[0.00006542171,0.00046995928,0.00054798636,0.0011962532,0.0006084828,0.00008712483,0.0005718451,0.0016499106,0.00011144951],"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":[0.00007410566,0.0009879171,0.000082606006,0.063368045,0.000107251544,0.000023439168,0.0000050806816,5.8253397e-7,0.00033733537,0.009821853,0.0015003463,0.92369145],"study_design_scores_gemma":[0.00060275174,0.00007489008,0.000009253472,0.028966416,0.000095622585,0.00031606713,0.0000040893015,0.00012933406,0.00011288158,0.00007727388,0.9691895,0.00042189323],"about_ca_topic_score_codex":0.00010047716,"about_ca_topic_score_gemma":0.0000027978704,"teacher_disagreement_score":0.96768916,"about_ca_system_score_codex":0.00038966755,"about_ca_system_score_gemma":0.0006397064,"threshold_uncertainty_score":0.99977523},"labels":[],"label_agreement":null},{"id":"W2070691671","doi":"10.1016/s0958-1669(02)00020-4","title":"Molecular interaction in capillary electrophoresis","year":2003,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Capillary electrophoresis; Affinity electrophoresis; Computer science; Chemistry; Chromatography; Affinity chromatography; Biochemistry","score_opus":0.031536380703901086,"score_gpt":0.31670066265350133,"score_spread":0.28516428194960025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070691671","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":[0.00008364904,0.99662316,0.00039262333,0.000025836092,0.0017975268,0.0007099427,0.000012353737,0.00023160179,0.00012332575],"genre_scores_gemma":[0.00003574081,0.99902576,0.000018896355,0.0000036565916,0.000059306618,0.0005379792,0.00022783306,0.00008741621,0.0000033860229],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979116,0.00010991533,0.0008055701,0.0005229669,0.00011033255,0.00053964864],"domain_scores_gemma":[0.9992123,0.00003748258,0.000112932175,0.0005753387,0.0000149119705,0.00004699525],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012301143,0.00048331334,0.0010548983,0.0014100998,0.000024883511,0.000016808992,0.00041701723,0.0010521872,0.000047847083],"category_scores_gemma":[0.000018518002,0.00050673337,0.00020435573,0.0015858522,0.000065599204,0.000039581835,0.000057112127,0.0015296212,0.00012261781],"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":[0.0000026115738,0.00009032461,0.0000019975212,0.0079115145,0.00004763264,0.0000051389266,0.000010673625,0.000010910473,0.0007825366,0.006279953,0.023868272,0.96098846],"study_design_scores_gemma":[0.00011953926,0.000024208863,9.060749e-7,0.003067506,0.000027671622,0.000057781115,0.000006612192,0.000031675045,0.00068989466,0.00018295778,0.9953734,0.00041784078],"about_ca_topic_score_codex":0.0000063150305,"about_ca_topic_score_gemma":0.0000021944445,"teacher_disagreement_score":0.9715051,"about_ca_system_score_codex":0.00066069927,"about_ca_system_score_gemma":0.00009864385,"threshold_uncertainty_score":0.99973845},"labels":[],"label_agreement":null},{"id":"W2072784746","doi":"10.1016/j.copbio.2012.08.006","title":"Comparative genomics: a revolutionary tool for wine yeast strain development","year":2012,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Australian Government; Government of South Australia; Alberta Water Research Institute","keywords":"Starter; Wine; Yeast in winemaking; Yeast; Genomics; Biotechnology; Fermentation; Strain (injury); Biology; Computational biology; Biochemical engineering; Genetics; Saccharomyces cerevisiae; Food science; Engineering; Gene; Genome","score_opus":0.23137550550047303,"score_gpt":0.3812344918855124,"score_spread":0.14985898638503936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072784746","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":[0.0001662919,0.9968971,0.00005777278,0.00027881132,0.0010611184,0.0009771149,0.00047584085,0.000070760034,0.000015199932],"genre_scores_gemma":[0.00007849339,0.99444246,0.0006361142,0.0000088088555,0.00050011923,0.00033608684,0.0039404635,0.000001993806,0.00005547605],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983652,0.00011499775,0.0006592057,0.00042361545,0.000099494784,0.00033744902],"domain_scores_gemma":[0.999429,0.00011025608,0.0002963133,0.00008352289,0.00003224005,0.000048661048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022727776,0.00029082075,0.0009041791,0.00011844368,0.00012372043,0.000011666628,0.00032254236,0.00046435616,0.00019175344],"category_scores_gemma":[0.000019500178,0.00013012519,0.00024275275,0.0005088833,0.000098535966,0.00004410817,0.00010091593,0.00031309572,0.00012676536],"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":[0.000005616098,0.00013222049,0.00000672957,0.00094341283,0.00004242465,8.368771e-8,0.000037933183,4.4220218e-7,0.00009623126,0.0006113447,0.00088731805,0.99723625],"study_design_scores_gemma":[0.00009498823,0.000044253782,0.000173713,0.00096052146,0.00004770287,0.0000065642607,0.00008982962,0.000015010425,0.000011251586,0.00006257203,0.99820536,0.00028823983],"about_ca_topic_score_codex":0.0000024499059,"about_ca_topic_score_gemma":0.000013345964,"teacher_disagreement_score":0.997318,"about_ca_system_score_codex":0.00022168271,"about_ca_system_score_gemma":0.00005203648,"threshold_uncertainty_score":0.5306352},"labels":[],"label_agreement":null},{"id":"W2073951886","doi":"10.1016/s0958-1669(02)00005-8","title":"Novel approaches to map protein interactions","year":2003,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Muscular Dystrophy Canada","funders":"","keywords":"Computational biology; Function (biology); Protein function; Biology; Human genome; Genome; Gene; Genetics","score_opus":0.18194693068095386,"score_gpt":0.3524091318470454,"score_spread":0.17046220116609156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073951886","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":[0.000002642612,0.9723766,0.021836746,0.0002524932,0.0038344942,0.0014104933,0.000081854814,0.00002962997,0.00017505133],"genre_scores_gemma":[0.00000910858,0.9950545,0.00282689,0.000018755973,0.00041536678,0.0006336858,0.00076274294,0.000049051687,0.00022993499],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981548,0.000053815125,0.0006991654,0.0005894305,0.00007954425,0.00042321312],"domain_scores_gemma":[0.99889284,0.000009164254,0.0002712872,0.00072234723,0.00001875563,0.00008558096],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019918696,0.00042374636,0.00071525713,0.00041229135,0.00005314519,0.000028098948,0.000528057,0.0010183487,0.000014146546],"category_scores_gemma":[0.000036225458,0.0003891119,0.00024102593,0.00037030265,0.00009592954,0.0000031918971,0.00038943274,0.0007737486,0.00012955735],"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":[0.00000493966,0.0001372105,5.3598325e-7,0.0040830616,0.00004783749,1.07614646e-7,0.0000088804245,0.000006278577,0.00006292376,0.005065658,0.0060090865,0.9845735],"study_design_scores_gemma":[0.0001618336,0.00008731799,2.1971205e-7,0.0034432667,0.00001961298,0.00003803305,0.000011120537,0.000015787438,0.000051271345,0.00013473294,0.99562925,0.00040756687],"about_ca_topic_score_codex":0.0000022768056,"about_ca_topic_score_gemma":0.0000057405873,"teacher_disagreement_score":0.98962015,"about_ca_system_score_codex":0.00007791604,"about_ca_system_score_gemma":0.00016557984,"threshold_uncertainty_score":0.99985605},"labels":[],"label_agreement":null},{"id":"W2075665671","doi":"10.1016/j.copbio.2010.11.001","title":"Charting the genetic interaction map of a cell","year":2010,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":118,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Genome; Biology; Gene; Computational biology; Robustness (evolution); Genetics; Redundancy (engineering); Genetic screen; Evolutionary biology; Phenotype; Computer science","score_opus":0.03782108363125376,"score_gpt":0.33507347343374144,"score_spread":0.2972523898024877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075665671","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":[0.00008141988,0.9935383,0.000871157,0.00008949735,0.00485241,0.00047817163,0.000023182884,0.000011010609,0.00005483292],"genre_scores_gemma":[0.00021288163,0.9986471,0.0003349672,0.0000062328218,0.00046646278,0.00007269518,0.00021630588,0.00002451487,0.000018865589],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986148,0.000059173755,0.00071913784,0.0002914778,0.000066497116,0.000248938],"domain_scores_gemma":[0.9986902,0.000023766479,0.0006186521,0.00061503064,0.000027174045,0.000025200907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020528998,0.00025354003,0.0005062867,0.00016906536,0.0000392896,0.000011782618,0.0005300553,0.0010566384,0.000011246694],"category_scores_gemma":[0.000026039534,0.00018158591,0.00021853406,0.0001487837,0.00016597417,0.0000017586337,0.00033202785,0.000955284,0.00003175245],"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":[0.0000031454838,0.00003931937,0.0000036086897,0.0039472,0.000013931652,7.163033e-8,0.000013349,0.0000020956197,0.00026745972,0.00015968457,0.0010199103,0.9945302],"study_design_scores_gemma":[0.00011449956,0.000068320056,0.0000016148874,0.0014426006,0.000026784652,0.000019397505,0.000018938217,0.000081323036,0.0003799403,0.00006729324,0.99760365,0.00017561878],"about_ca_topic_score_codex":0.0000027061005,"about_ca_topic_score_gemma":0.000004108497,"teacher_disagreement_score":0.99658376,"about_ca_system_score_codex":0.00001751437,"about_ca_system_score_gemma":0.000084821186,"threshold_uncertainty_score":0.81497633},"labels":[],"label_agreement":null},{"id":"W2076777286","doi":"10.1016/j.copbio.2013.09.002","title":"Syntrophic biodegradation of hydrocarbon contaminants","year":2013,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":245,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Metagenomics; Biodegradation; Stable-isotope probing; Environmental chemistry; Microbial metabolism; Methane; Hydrocarbon; Methanogenesis; Biochemical engineering; Chemistry; Environmental science; Ecology; Biology; Microorganism; Bacteria; Biochemistry; Organic chemistry","score_opus":0.07315540653974092,"score_gpt":0.3427935621486375,"score_spread":0.2696381556088966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076777286","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":[0.0007050929,0.99588937,0.000040389426,0.000057871912,0.0023438635,0.00076827407,0.000028674456,0.000045708064,0.00012073197],"genre_scores_gemma":[0.00030715292,0.99910206,0.00010439119,0.000003548974,0.000035662284,0.00010183477,0.0003117841,0.000018183024,0.000015364118],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980691,0.00039878004,0.0007158863,0.00041183044,0.000075051124,0.00032936112],"domain_scores_gemma":[0.9986529,0.0001461824,0.00053907355,0.00062324153,0.000005999482,0.00003262391],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002067977,0.00031615977,0.0012052906,0.00033376063,0.000052580526,0.0000037576224,0.00080091803,0.001214945,0.0011226502],"category_scores_gemma":[0.00007770723,0.00027493073,0.00015730012,0.0005882133,0.00067115156,0.000058771355,0.0006371534,0.0010387158,0.0005761042],"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":[0.0000029585403,0.00015383541,0.000048624886,0.0024939147,0.000014292472,2.245422e-7,0.0000124244025,0.0000016471513,0.000100442245,0.0007010649,0.0020446505,0.9944259],"study_design_scores_gemma":[0.00014145678,0.000113349204,0.000058346235,0.0024708072,0.000029644996,0.0000134409875,0.000003882037,0.000029601404,0.000031274933,0.00046637372,0.9964022,0.00023962367],"about_ca_topic_score_codex":0.00017489289,"about_ca_topic_score_gemma":0.000052513915,"teacher_disagreement_score":0.9943575,"about_ca_system_score_codex":0.00021022599,"about_ca_system_score_gemma":0.000039457114,"threshold_uncertainty_score":0.9999703},"labels":[],"label_agreement":null},{"id":"W2079359179","doi":"10.1016/j.copbio.2010.10.009","title":"The emerging role for bacteria in lignin degradation and bio-product formation","year":2010,"lang":"en","type":"article","venue":"Current Opinion in Biotechnology","topic":"Biochemical and biochemical processes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":800,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Lignin; Bacteria; Laccase; Biodegradation; Chemistry; White rot; Microbial biodegradation; Lignin peroxidase; Microorganism; Biology; Enzyme; Biochemistry; Organic chemistry","score_opus":0.015520583508931504,"score_gpt":0.29015487390105493,"score_spread":0.27463429039212345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079359179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99032754,0.004805968,0.000306805,0.003345601,0.00089280086,0.00028163465,0.000010057503,0.000018393166,0.000011176541],"genre_scores_gemma":[0.9956299,0.0032976363,0.0005194899,0.000016108534,0.00021234465,0.0000889817,0.00021968453,0.000007947513,0.000007911391],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992262,0.000012746797,0.00022371007,0.00028565706,0.000042700074,0.00020895505],"domain_scores_gemma":[0.9996713,0.000018444893,0.000068096866,0.00018190066,0.000035969388,0.000024329162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018444612,0.00010688233,0.000087196495,0.00006979444,0.000063507774,0.000019308305,0.0001727566,0.00026661356,0.0000010116476],"category_scores_gemma":[0.000261794,0.00008092553,0.000023634535,0.00015134875,0.00014958596,0.000007979338,0.000108630426,0.00021981477,0.0000011136233],"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":[0.00003428808,0.000032619988,0.0008938667,0.00005724836,0.0000018484283,1.0923278e-8,0.0000083948025,1.2756108e-7,0.9329717,0.0007166509,0.0006309016,0.06465231],"study_design_scores_gemma":[0.00031779014,0.000048573926,0.0005693361,0.000023873221,0.0000013029525,0.0000044641224,0.00004527344,0.00015529525,0.8703945,0.0013027316,0.12703033,0.00010649681],"about_ca_topic_score_codex":0.000003722593,"about_ca_topic_score_gemma":0.000029649296,"teacher_disagreement_score":0.12639941,"about_ca_system_score_codex":0.000007600771,"about_ca_system_score_gemma":0.000018147664,"threshold_uncertainty_score":0.33000472},"labels":[],"label_agreement":null},{"id":"W2079864399","doi":"10.1016/s0958-1669(00)00139-7","title":"Enzymatic asymmetric synthesis by decarboxylases","year":2000,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Biochemical Acid Research Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":85,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Decarboxylation; Enzyme; Pyruvate decarboxylase; Carboxy-lyases; Chemistry; Biochemistry; Glutamate decarboxylase; Combinatorial chemistry; Enzyme catalysis; Catalysis; Organic chemistry","score_opus":0.05618476162934589,"score_gpt":0.3801298512483852,"score_spread":0.32394508961903934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079864399","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":[0.000014025197,0.9977106,0.000057175155,0.00014333606,0.00088410807,0.0006953998,0.0002521303,0.00006434876,0.00017887943],"genre_scores_gemma":[0.00004479307,0.998044,0.00009811315,0.0000069501434,0.00029129643,0.0007323307,0.00067360007,0.0000636588,0.000045235643],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703115,0.00023485658,0.0007667328,0.0010285822,0.00023876902,0.0006998874],"domain_scores_gemma":[0.99861103,0.00017270015,0.0002393672,0.0008363337,0.000036152807,0.00010442847],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00022898646,0.00060745166,0.001353684,0.0007684707,0.00006727156,0.000024324001,0.0009894483,0.0017040679,0.00003316595],"category_scores_gemma":[0.0011590652,0.0005072718,0.00039144373,0.0011967111,0.00047458033,0.0000027405404,0.0006368287,0.0009176523,0.0001315583],"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":[0.000009223781,0.0001842646,0.00000356825,0.0068456642,0.00009537219,6.384181e-7,0.0000010444086,5.47327e-8,0.00010699785,0.000035816927,0.0359312,0.95678616],"study_design_scores_gemma":[0.00014868302,0.00013232081,5.1895404e-7,0.004836588,0.00005714366,0.000021399761,0.00000427452,0.0000019367387,0.0034520314,0.000031614814,0.990824,0.0004895146],"about_ca_topic_score_codex":0.0000067110045,"about_ca_topic_score_gemma":0.0000011012589,"teacher_disagreement_score":0.9562966,"about_ca_system_score_codex":0.00010288486,"about_ca_system_score_gemma":0.00017061696,"threshold_uncertainty_score":0.9997379},"labels":[],"label_agreement":null},{"id":"W2084279173","doi":"10.1016/j.copbio.2007.07.006","title":"Size control goes global","year":2007,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Hippo pathway signaling and YAP/TAZ","field":"Biochemistry, Genetics and Molecular Biology","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Canada Research Chairs; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"National Cancer Institute","keywords":"Biology; Ribosome biogenesis; Cell size; Genome size; Biogenesis; Phenotype; Computational biology; Ribosome; Systems biology; Model organism; Evolutionary biology; Genome; RNA interference; Gene; Genetics; Cell biology; RNA","score_opus":0.06763929074505484,"score_gpt":0.3987684631027973,"score_spread":0.3311291723577424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084279173","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":[0.00005925505,0.992231,0.0013155782,0.000072094466,0.0052172923,0.00059499353,0.00028166373,0.00009163946,0.0001364824],"genre_scores_gemma":[0.00019473552,0.9981143,0.0001492501,0.000023055742,0.0008583596,0.000098271834,0.0004815434,0.000043223274,0.000037301314],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738646,0.00016231331,0.0007823873,0.0008914329,0.00015347725,0.0006239346],"domain_scores_gemma":[0.9987129,0.00006384148,0.00032500515,0.0007474117,0.000054021322,0.00009682209],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00039883345,0.00054761564,0.0011415927,0.00020715687,0.000056300578,0.00001970278,0.0007035051,0.0023184214,0.000022037659],"category_scores_gemma":[0.00038152633,0.0004890197,0.00042702354,0.0005114868,0.00026124535,0.0000019480292,0.00022014629,0.0007299985,0.00012060391],"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":[0.00001645999,0.000114883755,0.000033465578,0.0030888203,0.00006806137,0.000002817406,0.0000020195064,9.499468e-7,0.00020334123,0.000870846,0.0008139419,0.9947844],"study_design_scores_gemma":[0.0005286204,0.00017469988,0.000004464821,0.0033333097,0.000051665087,0.000070786235,0.0000054171574,0.0000021871351,0.000118767995,0.00010386749,0.99512815,0.00047804066],"about_ca_topic_score_codex":0.000007418811,"about_ca_topic_score_gemma":0.0000060631487,"teacher_disagreement_score":0.99431425,"about_ca_system_score_codex":0.00010891999,"about_ca_system_score_gemma":0.00030446073,"threshold_uncertainty_score":0.99975616},"labels":[],"label_agreement":null},{"id":"W2084657471","doi":"10.1016/j.copbio.2006.09.006","title":"Therapeutic potential of natural product signal transduction agents","year":2006,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Natural product; Drug discovery; Signal transduction; Computational biology; Biology; Proteasome; Drug development; Cell biology; Drug; Bioinformatics; Pharmacology; Biochemistry","score_opus":0.06765943028618258,"score_gpt":0.35933839083964714,"score_spread":0.29167896055346454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084657471","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":[0.00011033187,0.99042994,0.00002999618,0.0007718306,0.007052878,0.0014537006,0.000047174686,0.00009473936,0.0000094030875],"genre_scores_gemma":[0.0039465562,0.99431574,0.00009998257,0.00000502793,0.0009713526,0.000009794016,0.0005389004,0.000040760548,0.000071874325],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975698,0.00012323959,0.0009604313,0.0007516317,0.00022529544,0.0003696053],"domain_scores_gemma":[0.9989289,0.00002099433,0.00044721787,0.0004878845,0.000080562306,0.000034420307],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002100746,0.00045223863,0.0016513646,0.0009516488,0.000037150356,0.00000837467,0.0002902646,0.00079598936,0.00013918742],"category_scores_gemma":[0.000039298553,0.00032370715,0.00048403698,0.0009070595,0.00028426584,0.000044712036,0.00006673369,0.001379675,0.000023677445],"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":[0.00003644962,0.00031641664,0.0000025000074,0.022912826,0.00008553156,0.0000019895997,0.0000042364913,2.8291987e-7,0.0016857277,0.00012194069,0.0020669552,0.97276515],"study_design_scores_gemma":[0.0003849244,0.00013080526,0.000026798878,0.010821014,0.00037152323,0.00018831337,0.0000033068568,0.000008070136,0.0029536565,0.00004379401,0.9847744,0.00029335983],"about_ca_topic_score_codex":0.000016718433,"about_ca_topic_score_gemma":8.8001264e-7,"teacher_disagreement_score":0.9827075,"about_ca_system_score_codex":0.0001445883,"about_ca_system_score_gemma":0.00018401022,"threshold_uncertainty_score":0.9999215},"labels":[],"label_agreement":null},{"id":"W2087525887","doi":"10.1016/j.copbio.2006.08.008","title":"Systems biology: sprint or marathon?","year":2006,"lang":"en","type":"article","venue":"Current Opinion in Biotechnology","topic":"14-3-3 protein interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Phosphorylation; Peptide; Chemistry; Lipid bilayer; Protein–lipid interaction; Biophysics; Tyrosine hydroxylase; Hydrogen bond; Crystallography; Membrane; Biochemistry; Biology; Membrane protein; Integral membrane protein; Molecule; Enzyme","score_opus":0.03162489510175933,"score_gpt":0.34157527082589934,"score_spread":0.30995037572414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087525887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8614307,0.03841069,0.05056626,0.0040521966,0.039559893,0.0027190074,0.0002347647,0.0005914998,0.0024350015],"genre_scores_gemma":[0.9958179,0.0017194783,0.0006940036,0.000016341133,0.0008622203,0.00028025854,0.0002907891,0.00002966718,0.00028935634],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856806,0.000082162784,0.00039319642,0.00053088844,0.00006355877,0.00036213757],"domain_scores_gemma":[0.99922013,0.000015735033,0.00013125106,0.0005479076,0.0000512324,0.000033750945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014877165,0.00020127682,0.00020244339,0.00025833648,0.00005748911,0.00002068474,0.00033866236,0.000578567,0.000032296182],"category_scores_gemma":[0.00011068025,0.00017742126,0.000066394874,0.0002647082,0.0001898606,0.0000042795864,0.00024008019,0.000334648,0.000087738365],"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":[0.0002493952,0.0007384764,0.021120818,0.00022518616,0.00005210026,0.000004284136,0.00001385109,0.000255852,0.84504175,0.07912415,0.029398328,0.02377579],"study_design_scores_gemma":[0.00063654763,0.000289594,0.002438818,0.0001010746,0.0000037640855,0.00007556103,0.000052501946,0.00014621009,0.07010558,0.0006379765,0.92521036,0.00030202727],"about_ca_topic_score_codex":0.0001358392,"about_ca_topic_score_gemma":0.000041278232,"teacher_disagreement_score":0.89581203,"about_ca_system_score_codex":0.00005490829,"about_ca_system_score_gemma":0.000087791035,"threshold_uncertainty_score":0.72350293},"labels":[],"label_agreement":null},{"id":"W2092735731","doi":"10.1016/j.copbio.2014.10.007","title":"Gut brain axis: diet microbiota interactions and implications for modulation of anxiety and depression","year":2014,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":325,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Gut–brain axis; Gut flora; Anxiety; Depression (economics); Microbiome; Gut microbiome; Biology; Diabetes mellitus; Psychology; Physiology; Neuroscience; Bioinformatics; Psychiatry; Immunology; Endocrinology","score_opus":0.050699639550992784,"score_gpt":0.4001114229224133,"score_spread":0.34941178337142054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092735731","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":[0.0010470113,0.9933253,0.0030447382,0.00053954846,0.00080133573,0.0009833769,0.00023509428,0.000016226793,0.000007358054],"genre_scores_gemma":[0.001516712,0.9959408,0.0007008558,0.000012542916,0.00014198189,0.00015845848,0.001490748,0.000025510932,0.00001237171],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986728,0.00006843717,0.00049794,0.00054075196,0.000021104614,0.00019897532],"domain_scores_gemma":[0.9991277,0.000045996723,0.0003471237,0.00039354715,0.000044310014,0.000041365132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001554921,0.00023290307,0.00056810165,0.00022790978,0.00006835441,0.000009103665,0.00015533033,0.000714574,0.000001782306],"category_scores_gemma":[0.00011729999,0.00021753056,0.0001078455,0.00014784437,0.00014630059,0.0000039209244,0.00025473928,0.00025511914,8.254375e-7],"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":[0.000019329995,0.00007566244,0.00037821374,0.008696105,0.000027076856,6.247313e-9,0.000011101865,5.722971e-7,0.022953898,0.00047656771,0.0061574043,0.96120405],"study_design_scores_gemma":[0.00027874237,0.000112220456,0.0010272447,0.0021127327,0.000027352951,0.00003206879,0.000004713223,0.000016427355,0.00007055187,0.00010073277,0.9960295,0.00018768942],"about_ca_topic_score_codex":0.0000054873562,"about_ca_topic_score_gemma":0.00001315344,"teacher_disagreement_score":0.9898721,"about_ca_system_score_codex":0.000027278129,"about_ca_system_score_gemma":0.00006212548,"threshold_uncertainty_score":0.88706386},"labels":[],"label_agreement":null},{"id":"W2094566794","doi":"10.1016/j.copbio.2008.06.005","title":"Two-hybrid technologies in proteomics research","year":2008,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":139,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Proteomics; Protein Interaction Networks; Protein–protein interaction; Computational biology; Computer science; Process (computing); Biology; Data science; Genetics; Gene","score_opus":0.11248020078229003,"score_gpt":0.41500409416367406,"score_spread":0.302523893381384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094566794","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":[0.000060785624,0.99571574,0.0003596245,0.000160082,0.0017846563,0.0016392809,0.00005417288,0.00008451389,0.00014114924],"genre_scores_gemma":[0.00008309479,0.9974297,0.0009339527,0.0000031863594,0.00028199735,0.000588243,0.0006024658,0.0000558507,0.00002149529],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968365,0.00019647606,0.0010542923,0.0008361338,0.00019491669,0.0008817211],"domain_scores_gemma":[0.9983967,0.00004587848,0.00030397723,0.0011492359,0.000060616032,0.000043611857],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00061730744,0.00049738586,0.0010900346,0.0014637574,0.00008818209,0.00002622151,0.0012724012,0.0018302458,0.000003720345],"category_scores_gemma":[0.00021981183,0.00045663238,0.0002306104,0.0010593896,0.00069854123,0.000004903547,0.001273012,0.0026200293,0.00006510778],"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":[0.000010564795,0.00010655428,0.000015881013,0.0027572252,0.00002156823,0.0000040029086,0.0000091488755,0.00000601269,0.00001861507,0.0014978871,0.005601094,0.98995143],"study_design_scores_gemma":[0.00041418214,0.00014126147,8.33303e-7,0.004407056,0.0000049741057,0.00017373405,0.000047992053,0.000050736988,0.00016319481,0.000978819,0.99316835,0.0004488659],"about_ca_topic_score_codex":0.000011806444,"about_ca_topic_score_gemma":0.000016862432,"teacher_disagreement_score":0.9895026,"about_ca_system_score_codex":0.00018218195,"about_ca_system_score_gemma":0.00046468776,"threshold_uncertainty_score":0.9997885},"labels":[],"label_agreement":null},{"id":"W2098680770","doi":"10.1016/j.copbio.2006.05.001","title":"Harnessing microbial activities for environmental cleanup","year":2006,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":269,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"U.S. Department of Energy; U.S. Department of Defense; National Science Foundation","keywords":"Environmental science; Safeguard; Ecosystem; Environmental protection; Human health; Environmental planning; Business; Ecology; Biology; Environmental health","score_opus":0.04501960956362895,"score_gpt":0.31627537251673105,"score_spread":0.2712557629531021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098680770","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":[0.000083070125,0.99329114,0.00029985007,0.000055943146,0.004615695,0.0011930049,0.00027881743,0.00007712714,0.00010535319],"genre_scores_gemma":[0.000023170509,0.9976062,0.00042037168,0.0000051327675,0.00040768692,0.00013130452,0.0012167349,0.00004299168,0.00014641567],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998054,0.00006832115,0.00059900054,0.00069245603,0.00012538167,0.00046081436],"domain_scores_gemma":[0.9992203,0.00006344084,0.00037799086,0.00030141877,0.0000010801657,0.000035741883],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017430061,0.0004117901,0.000780345,0.00024278334,0.00010686275,0.000033332817,0.00042572865,0.00088470563,0.00025451035],"category_scores_gemma":[0.000013557416,0.00037462977,0.000278559,0.00025497127,0.0003740083,0.00010027439,0.00033725382,0.00051985006,0.00021255929],"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":[0.000004096561,0.00013346101,0.000031081905,0.0027806119,0.0000052274704,2.4099316e-7,0.000007882977,0.00000266478,0.00043346445,0.000028832968,0.011819586,0.98475283],"study_design_scores_gemma":[0.00023516719,0.000042038282,0.000012376329,0.0015860897,0.00003405528,0.000010862525,0.000007439543,0.000013206816,0.00018590834,0.000055858047,0.9974187,0.00039826828],"about_ca_topic_score_codex":0.000017979295,"about_ca_topic_score_gemma":0.000015721702,"teacher_disagreement_score":0.98559916,"about_ca_system_score_codex":0.0006132752,"about_ca_system_score_gemma":0.000027109196,"threshold_uncertainty_score":0.99987054},"labels":[],"label_agreement":null},{"id":"W2107034671","doi":"10.1016/j.copbio.2012.03.003","title":"Tissue engineering 2.0: guiding self-organization during pluripotent stem cell differentiation","year":2012,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Heart and Stroke Foundation; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Institutes of Health Research","keywords":"Induced pluripotent stem cell; Progenitor cell; Cell biology; Regenerative medicine; Stem cell; Biology; Embryonic stem cell; Cellular differentiation; Directed differentiation; Function (biology); Transplantation; Tissue engineering; Limiting; In vitro; Cell type; Neuroscience; Cell; Medicine; Genetics; Internal medicine; Engineering","score_opus":0.05675710524873967,"score_gpt":0.3025391228970994,"score_spread":0.24578201764835972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107034671","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":[0.0012982653,0.9900761,0.0009026198,0.000057708596,0.006075791,0.00092421134,0.000010462357,0.0006297923,0.00002503102],"genre_scores_gemma":[0.0012506266,0.9971656,0.00026773108,0.0000021498342,0.00060051715,0.000093904884,0.00048039563,0.00008436849,0.000054691147],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980156,0.000058231337,0.0007968788,0.00047588992,0.00019865636,0.00045476263],"domain_scores_gemma":[0.99895823,0.000058684287,0.00035908673,0.00045207026,0.000057948328,0.00011395503],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001386041,0.00044663958,0.0012219112,0.0011168084,0.0000596068,0.000020355585,0.00016407116,0.00093832565,0.000078353725],"category_scores_gemma":[0.0000646175,0.00040636363,0.000135215,0.0009879112,0.000023801815,0.00007676957,0.00015344296,0.0005683982,0.00019496723],"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":[0.0000046315986,0.0004735487,0.00064522744,0.09793638,0.00012124872,0.0000020378025,0.00010159943,0.0000046074115,0.00094334385,0.00055480073,0.00017874966,0.89903384],"study_design_scores_gemma":[0.0006645988,0.00005628912,0.00028071573,0.013482323,0.00046117432,0.0000637724,0.000015033259,0.00006197264,0.004230554,0.0000019548243,0.9802762,0.00040540326],"about_ca_topic_score_codex":0.000001569978,"about_ca_topic_score_gemma":4.3257874e-8,"teacher_disagreement_score":0.9800975,"about_ca_system_score_codex":0.00056430907,"about_ca_system_score_gemma":0.00008940125,"threshold_uncertainty_score":0.9998388},"labels":[],"label_agreement":null},{"id":"W2127412270","doi":"10.1016/j.copbio.2007.10.009","title":"Tissue microarrays: emerging standard for biomarker validation","year":2008,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fondation du cancer du sein du Québec","keywords":"Tissue microarray; Biomarker; DNA microarray; Computational biology; Bioinformatics; Biology; Genetics; Cancer; Gene expression; Gene","score_opus":0.1044867901554603,"score_gpt":0.4196767699948368,"score_spread":0.31518997983937647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127412270","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":[0.000009045904,0.977609,0.016708624,0.00018764986,0.004176258,0.0010901411,0.00013969703,0.000046742698,0.00003287266],"genre_scores_gemma":[0.000018534196,0.99530256,0.00060112297,0.0000059698214,0.00039579446,0.00068305526,0.0028570327,0.000055266566,0.000080688835],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803585,0.00010129824,0.0006292483,0.00079198414,0.00011379981,0.00032782447],"domain_scores_gemma":[0.99885315,0.000016955268,0.00039215662,0.0006166226,0.00007242537,0.000048706068],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014652076,0.0003647448,0.0006555765,0.0005276795,0.0000873525,0.00001672738,0.00041668207,0.0011218304,0.000014235259],"category_scores_gemma":[0.00010914353,0.00034399464,0.00023425104,0.00040891467,0.00012291747,0.0000038479284,0.00014750686,0.00027291034,0.00001560647],"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":[0.000020246223,0.00004073438,0.000002688857,0.0024879691,0.000025308318,1.10118556e-7,0.000006549972,6.0919746e-7,0.003079798,0.00019247679,0.03325966,0.96088386],"study_design_scores_gemma":[0.00038680332,0.000112321635,0.0000013988802,0.002208872,0.00002141108,0.00002464329,0.000012779074,0.0000028966288,0.009187529,0.000033421642,0.98765475,0.00035318607],"about_ca_topic_score_codex":0.0000012662347,"about_ca_topic_score_gemma":8.0772367e-7,"teacher_disagreement_score":0.96053064,"about_ca_system_score_codex":0.00007153772,"about_ca_system_score_gemma":0.0002640507,"threshold_uncertainty_score":0.99990124},"labels":[],"label_agreement":null},{"id":"W2134088225","doi":"10.1016/j.copbio.2003.10.014","title":"Protein fragment complementation strategies for biochemical network mapping","year":2003,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":89,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Fragment (logic); Complementation; Computational biology; Protein-fragment complementation assay; Drug discovery; Computer science; Biological network; Biology; Gene; Bioinformatics; Genetics; Phenotype","score_opus":0.07850283969222817,"score_gpt":0.36478295881698225,"score_spread":0.2862801191247541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134088225","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":[0.000019022047,0.9452883,0.049968123,0.00006080825,0.0022481761,0.0022574484,0.00009116962,0.000028116317,0.000038860217],"genre_scores_gemma":[0.00002023618,0.9894947,0.0053137066,0.000017076929,0.00075971097,0.0010036173,0.0033281832,0.000044162964,0.000018645183],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779785,0.00007949732,0.0009190667,0.000557733,0.0000916106,0.000554217],"domain_scores_gemma":[0.9989563,0.000018958484,0.00046698455,0.00046723743,0.00003891315,0.000051583476],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034663963,0.0004360342,0.000772029,0.00018776445,0.000083964376,0.00004450688,0.00040434295,0.001140368,0.000010721236],"category_scores_gemma":[0.000018348806,0.00041453095,0.00027256703,0.00028759104,0.00013047771,0.000004460301,0.00020945417,0.00045424036,0.0000099132],"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":[0.00001278107,0.0000990318,0.0000021075293,0.01472668,0.00012160926,1.5134468e-7,0.00001621203,0.000027474885,0.00017140195,0.020621825,0.02687772,0.93732303],"study_design_scores_gemma":[0.00040878836,0.00013649347,3.123641e-7,0.0041997726,0.000026887516,0.000009309475,0.00005947009,0.000056172652,0.000053566502,0.0018106564,0.992814,0.00042457398],"about_ca_topic_score_codex":0.000001378729,"about_ca_topic_score_gemma":0.0000020126624,"teacher_disagreement_score":0.9659363,"about_ca_system_score_codex":0.000081276856,"about_ca_system_score_gemma":0.00026384834,"threshold_uncertainty_score":0.99983066},"labels":[],"label_agreement":null},{"id":"W2137386173","doi":"10.1016/j.copbio.2015.02.003","title":"A roadmap for interpreting 13C metabolite labeling patterns from cells","year":2015,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":653,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Occupational Cancer Research Centre; McGill University Health Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; Cancer Research UK; National Cancer Institute; National Center for Research Resources; Medical Research Council; Francis Crick Institute","keywords":"Metabolite; TRACER; Flux (metallurgy); Computational biology; Computer science; Data science; Chemistry; Biology; Biochemistry; Physics","score_opus":0.08883469354405836,"score_gpt":0.3965755031370514,"score_spread":0.30774080959299305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137386173","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":[0.00011198644,0.98588645,0.0039085317,0.00008187332,0.0076799435,0.000986173,0.0012802185,0.000047031703,0.00001779422],"genre_scores_gemma":[0.00004100308,0.9943271,0.0018083405,0.000015562386,0.00093384885,0.00043073503,0.0023363132,0.00007741007,0.000029685532],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972181,0.00013836673,0.00088528445,0.0010645367,0.00012728065,0.00056643167],"domain_scores_gemma":[0.9985093,0.00006258134,0.0005224051,0.0007291142,0.00009555468,0.000081038976],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046864364,0.0005860185,0.0016902944,0.00047436167,0.000058880763,0.000033442822,0.00069947174,0.0011254697,0.000009243674],"category_scores_gemma":[0.0002747242,0.0005231047,0.00044944565,0.00021749883,0.000104383165,0.0000037815587,0.00075528095,0.00059634174,0.000016840198],"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":[0.000020080148,0.00010389449,0.000028838856,0.003749775,0.0002780614,4.2205667e-7,0.00002436995,9.223637e-7,0.0012060814,0.00073113013,0.0030606138,0.9907958],"study_design_scores_gemma":[0.00044433153,0.00011897298,0.0000011895642,0.0025455789,0.00014704333,0.0000038080648,0.000027801656,0.000015958847,0.0012029978,0.00028960194,0.99469715,0.0005055474],"about_ca_topic_score_codex":0.000022858534,"about_ca_topic_score_gemma":0.000008853891,"teacher_disagreement_score":0.9916366,"about_ca_system_score_codex":0.0000815755,"about_ca_system_score_gemma":0.00018046956,"threshold_uncertainty_score":0.99972206},"labels":[],"label_agreement":null},{"id":"W2149272200","doi":"10.1016/j.copbio.2006.08.005","title":"Experimental approaches to identify genetic networks","year":2006,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Ontario Genomics Institute; Genome Canada","keywords":"Budding yeast; Benchmark (surveying); Saccharomyces cerevisiae; Computational biology; Computer science; Systems biology; Set (abstract data type); Biology; Genome; Fish <Actinopterygii>; Yeast; Genetics; Gene","score_opus":0.1262240846860137,"score_gpt":0.3703639991405794,"score_spread":0.24413991445456568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149272200","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":[0.00021474477,0.99115425,0.0048357844,0.00003976197,0.0027555565,0.0008959737,0.000019643927,0.00005727064,0.000027020718],"genre_scores_gemma":[0.00077292044,0.99546456,0.0005448729,0.0000068490604,0.0013373051,0.0005055182,0.0012141389,0.00010177446,0.000052077958],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966772,0.00021858641,0.000923478,0.0013314049,0.000176115,0.00067319546],"domain_scores_gemma":[0.99833196,0.000012849204,0.0003321377,0.0011867692,0.000019829944,0.00011644651],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00019371639,0.00067497836,0.0012580564,0.0006974782,0.000070236,0.000038220645,0.0009250574,0.0017017915,0.000014342907],"category_scores_gemma":[0.000021572097,0.00067111483,0.00056178356,0.00094873144,0.00017985443,0.0000024472276,0.0007917081,0.0005614142,0.0000636628],"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":[0.0000075684466,0.0002533146,0.00005949537,0.0018233635,0.00014593426,0.0000018700323,0.000004583631,0.0014679363,0.00009247854,0.00019658,0.01276395,0.9831829],"study_design_scores_gemma":[0.00017161215,0.00010930289,0.00003631964,0.0013901914,0.000090611895,0.000037066115,0.000008242282,0.00013928849,0.00023316585,0.00001274096,0.99713117,0.0006402715],"about_ca_topic_score_codex":0.000006949632,"about_ca_topic_score_gemma":0.0000067539786,"teacher_disagreement_score":0.98436725,"about_ca_system_score_codex":0.00013671532,"about_ca_system_score_gemma":0.00011956046,"threshold_uncertainty_score":0.9995942},"labels":[],"label_agreement":null},{"id":"W2152613450","doi":"10.1016/j.copbio.2015.02.006","title":"Ethanol production by engineered thermophiles","year":2015,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":156,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Biological and Environmental Research; Genome Canada","keywords":"Pyruvate decarboxylase; Biochemistry; Pyruvate dehydrogenase complex; Ethanol fuel; Thermophile; Ethanol; Yield (engineering); Oxidoreductase; Chemistry; Metabolic engineering; Formate dehydrogenase; Alcohol dehydrogenase; Enzyme; Cofactor","score_opus":0.05044707449519679,"score_gpt":0.3401774128249506,"score_spread":0.2897303383297538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152613450","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":[0.00007022645,0.98801845,0.00021003191,0.00015672264,0.010731396,0.0006213377,0.00007833535,0.00010361098,0.000009903125],"genre_scores_gemma":[0.00004653584,0.99621034,0.0001032791,0.0000017148242,0.001673824,0.00014645388,0.0016343233,0.000059938302,0.00012357064],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819875,0.000091834256,0.0004782608,0.0007978054,0.00010553377,0.00032780052],"domain_scores_gemma":[0.99903774,0.0000022884,0.00019169059,0.00066009595,0.00005539181,0.000052786992],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002995909,0.00042400503,0.00074229715,0.00034990997,0.00002563299,0.000011871579,0.00036473115,0.0012288736,0.0000044892213],"category_scores_gemma":[0.00018903772,0.00037613508,0.00015947185,0.00046523524,0.00010269584,0.000003394292,0.00014777275,0.00060117844,0.000034244506],"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":[0.0000051327543,0.00008730056,3.761423e-7,0.0033231368,0.000036688238,1.0621126e-7,0.000005552903,0.000005811501,0.016974363,0.00005112058,0.03791982,0.9415906],"study_design_scores_gemma":[0.00012928754,0.000073420866,2.4257653e-7,0.0017561197,0.00003265811,0.00005431778,0.000003492238,0.0000014202874,0.005679146,0.0000138796595,0.9918772,0.0003788429],"about_ca_topic_score_codex":0.0000035123617,"about_ca_topic_score_gemma":4.649565e-7,"teacher_disagreement_score":0.9539574,"about_ca_system_score_codex":0.000064851105,"about_ca_system_score_gemma":0.00012142013,"threshold_uncertainty_score":0.99986905},"labels":[],"label_agreement":null},{"id":"W2161977175","doi":"10.1016/j.copbio.2008.06.011","title":"The stochastic nature of biochemical networks","year":2008,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":220,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Center for Research Resources; National Institute of General Medical Sciences; National Institutes of Health","keywords":"Biology; Stochastic modelling; Computational biology; Gene; Phenotype; Gene regulatory network; Gene expression; Genetics; Mathematics","score_opus":0.024099974516973547,"score_gpt":0.3293104388493081,"score_spread":0.30521046433233456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161977175","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":[0.000037694706,0.99561507,0.0012380265,0.000055883098,0.0025842162,0.00042437267,0.000017657487,0.000021349711,0.000005756188],"genre_scores_gemma":[0.00048267565,0.99812496,0.00004254376,0.000002968139,0.0006664743,0.000096615324,0.000521589,0.0000473138,0.000014846041],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977232,0.00016332489,0.0008104215,0.00068289804,0.0001614756,0.00045864776],"domain_scores_gemma":[0.9981488,0.00007282333,0.00053158693,0.001127915,0.000063301326,0.000055553337],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00017295951,0.00044687392,0.0010338377,0.0002657247,0.000089820845,0.0000083368095,0.001000819,0.0028974728,0.0000027264841],"category_scores_gemma":[0.00016882157,0.00032391297,0.0005868003,0.0007902117,0.00063221704,0.000001159731,0.0005360842,0.0013572918,0.000005785792],"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":[0.000014363818,0.00008989592,0.000007879795,0.0013904447,0.0002389711,5.286412e-7,0.0000020071084,0.00025755694,0.000032015454,0.00055349135,0.018635228,0.9787776],"study_design_scores_gemma":[0.0001337038,0.000057872396,0.0000026279822,0.0018899135,0.000068584064,0.000066760695,0.0000036061933,0.00016003597,0.00006262055,0.000029130542,0.9972324,0.00029274492],"about_ca_topic_score_codex":0.0000010390746,"about_ca_topic_score_gemma":0.0000019423715,"teacher_disagreement_score":0.97859716,"about_ca_system_score_codex":0.000050490118,"about_ca_system_score_gemma":0.00020865248,"threshold_uncertainty_score":0.9999213},"labels":[],"label_agreement":null},{"id":"W2164928275","doi":"10.1016/j.copbio.2013.10.003","title":"Current initiatives for the validation of analytical methods for botanicals","year":2013,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology","funders":"National Institutes of Health","keywords":"Computer science; Biochemical engineering; Engineering","score_opus":0.3828292142866696,"score_gpt":0.5857394679411971,"score_spread":0.20291025365452753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164928275","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":[0.000006037752,0.90615606,0.083918385,0.0008658744,0.004184485,0.0046877083,0.00014275005,0.000030017338,0.000008665819],"genre_scores_gemma":[0.000011805225,0.9919963,0.004770617,0.000004053952,0.00068775914,0.0021199924,0.00037947192,0.000024120005,0.0000058626047],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997812,0.00019269681,0.0011230787,0.00044797853,0.0001266,0.00029764586],"domain_scores_gemma":[0.9954372,0.0033967688,0.0005574551,0.0003994243,0.00016829907,0.000040831514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007951535,0.00033710586,0.0018526359,0.0004305208,0.00006925205,0.000005558873,0.00031333845,0.00013532751,0.000045675206],"category_scores_gemma":[0.0018898943,0.00019501778,0.0005028887,0.0004295966,0.00042570356,0.000036123325,0.00020051928,0.0005746866,0.0000032766636],"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":[0.000019120469,0.00017681155,0.000040411345,0.018951772,0.00025047178,3.1226897e-8,0.000025731275,1.0029215e-7,0.0000011535584,0.0146440035,0.0012743049,0.96461606],"study_design_scores_gemma":[0.0009114393,0.0006190239,0.000035711266,0.013123033,0.0007196117,0.0000053480144,0.00008370207,0.00028261633,0.000051160503,0.00084012095,0.9831694,0.00015886145],"about_ca_topic_score_codex":0.0000020603682,"about_ca_topic_score_gemma":2.4408263e-7,"teacher_disagreement_score":0.9818951,"about_ca_system_score_codex":0.00009846654,"about_ca_system_score_gemma":0.00012203384,"threshold_uncertainty_score":0.7952595},"labels":[],"label_agreement":null},{"id":"W2166828161","doi":"10.1016/j.copbio.2007.11.008","title":"Nanotoxicity: the growing need for in vivo study","year":2007,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":712,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Genome Canada","keywords":"Nanotoxicology; Nanotechnology; In vivo; Biochemical engineering; Biology; Materials science; Nanoparticle; Biotechnology; Engineering","score_opus":0.15492547845396346,"score_gpt":0.42117774354017495,"score_spread":0.26625226508621147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166828161","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":[0.0019869274,0.9912279,0.00034654385,0.0004422885,0.002181229,0.003646246,0.00005357872,0.00010715703,0.000008089236],"genre_scores_gemma":[0.0008828233,0.99642426,0.00017218727,0.000010869946,0.00017253787,0.0022927786,0.000008711461,0.000030194244,0.00000565241],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783057,0.00014768106,0.0008685798,0.00056493975,0.00014000335,0.00044824637],"domain_scores_gemma":[0.9985983,0.00043115517,0.00028290582,0.00063942705,0.000020608895,0.000027646796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012708323,0.00027394982,0.00085916254,0.0005044691,0.0001097928,0.000039529903,0.0008656234,0.00042214172,0.000031952746],"category_scores_gemma":[0.000160709,0.0001871816,0.00014548618,0.000984607,0.00015827834,0.000077302975,0.00022919124,0.00039872003,0.00005325163],"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":[0.0000053748104,0.0006446756,0.00003248826,0.0021525167,0.000007573093,4.058763e-7,0.000053669068,7.5678946e-7,0.00342347,0.01438469,0.00039012913,0.97890425],"study_design_scores_gemma":[0.00022931809,0.000054608325,0.0000038200565,0.0027323852,0.000026821195,0.0000031308753,0.00020660395,0.000008205177,0.0049027973,0.00028574766,0.99133724,0.00020932684],"about_ca_topic_score_codex":0.000015664038,"about_ca_topic_score_gemma":0.000012744687,"teacher_disagreement_score":0.9909471,"about_ca_system_score_codex":0.00013408181,"about_ca_system_score_gemma":0.00007645507,"threshold_uncertainty_score":0.7633044},"labels":[],"label_agreement":null},{"id":"W2240868859","doi":"10.1016/j.copbio.2015.10.009","title":"Designer lignins: harnessing the plasticity of lignification","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":390,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Office of Science; Natural Sciences and Engineering Research Council of Canada; Vlaamse regering; Stanford University; Universiteit Gent; Great Lakes Bioenergy Research Center; Fonds Wetenschappelijk Onderzoek; Agentschap voor Innovatie door Wetenschap en Technologie; U.S. Department of Energy","keywords":"Lignin; Biomass (ecology); Monomer; Cell wall; Chemistry; Polyphenol; Polymer; Polymerization; Structural plasticity; Lignocellulosic biomass; Organic chemistry; Chemical engineering; Biochemistry; Biology; Agronomy","score_opus":0.07073411552197487,"score_gpt":0.3340719672266054,"score_spread":0.26333785170463053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2240868859","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":[0.0000033656238,0.9950289,0.0015715117,0.00004799825,0.0026408555,0.00030582043,0.000036845115,0.00022924581,0.00013546109],"genre_scores_gemma":[0.000401903,0.9990656,0.0000766839,5.9596283e-7,0.0002533559,0.00011850901,0.000035845536,0.000040648814,0.0000069090875],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986468,0.000046325382,0.00065256737,0.0002811495,0.00010964774,0.00026353868],"domain_scores_gemma":[0.999115,0.00019289945,0.00021796205,0.00042471295,0.000022946086,0.000026490085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013665087,0.00031028676,0.0007331705,0.00026033897,0.000031179057,0.000012438331,0.00057079067,0.0008444659,0.000007687163],"category_scores_gemma":[0.000068959955,0.0001929316,0.00015212351,0.00042886302,0.00020137854,0.00003864063,0.000094269344,0.00062060426,0.000055697496],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.217549e-7,0.00002846273,0.0000018966005,0.017065061,0.000032289052,1.7715011e-7,0.000015370935,0.0000020781756,0.0003860355,0.0010888131,0.005227471,0.97615194],"study_design_scores_gemma":[0.00010121923,0.000009320716,7.787686e-7,0.02292853,0.000032952023,0.000008896221,0.000007114571,0.000030459978,0.011120753,0.00017549223,0.9653481,0.00023637115],"about_ca_topic_score_codex":5.69567e-7,"about_ca_topic_score_gemma":1.10753334e-7,"teacher_disagreement_score":0.97591555,"about_ca_system_score_codex":0.00011833628,"about_ca_system_score_gemma":0.00006959525,"threshold_uncertainty_score":0.7867523},"labels":[],"label_agreement":null},{"id":"W2260258144","doi":"10.1016/j.copbio.2015.12.021","title":"Life cycle assessment of lignocellulosic ethanol: a review of key factors and methods affecting calculated GHG emissions and energy use","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":79,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"AllerGen; Carnegie Mellon University; Natural Sciences and Engineering Research Council of Canada; Center for Agroecology & Sustainable Food Systems, University of California, Santa Cruz; European Commission; Natural Science Foundation of Shanghai; National Science Foundation","keywords":"Life-cycle assessment; Greenhouse gas; Biofuel; Gasoline; Corn stover; Raw material; Ethanol fuel; Environmental science; Lignocellulosic biomass; Environmental economics; Biochemical engineering; Production (economics); Waste management; Engineering; Economics; Chemistry","score_opus":0.07299288361445501,"score_gpt":0.39189827755102136,"score_spread":0.31890539393656636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260258144","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":[0.00013079267,0.9956473,0.0017034323,0.0001310595,0.00186706,0.0003403763,0.00004125781,0.00012804702,0.000010657941],"genre_scores_gemma":[0.0001806015,0.9985213,0.0011416025,0.0000036853833,0.000040612926,0.000021106373,0.000054046337,0.00003314611,0.000003847254],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816346,0.00027737796,0.00081794447,0.00041877804,0.00010531205,0.00021712111],"domain_scores_gemma":[0.9988647,0.00024448967,0.00037375969,0.00036980343,0.00004088842,0.00010633732],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041004372,0.00036602895,0.0014202897,0.0005856787,0.00002785498,0.0000067931733,0.00016544866,0.00085913105,0.000025524607],"category_scores_gemma":[0.00038683086,0.00025621214,0.00016005985,0.0005463007,0.00017905119,0.00006370641,0.00021295543,0.00054085546,5.4139434e-7],"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":[6.699391e-7,0.000034284174,0.000038433485,0.17000724,0.00006526379,1.2954796e-7,0.000010967669,5.059541e-7,0.0004105648,0.00022336171,0.00030228778,0.8289063],"study_design_scores_gemma":[0.00015133989,0.000045148565,0.000022429278,0.12416249,0.00008805176,0.000008948081,0.00000912863,0.00020477295,0.001043895,0.000018143954,0.8739781,0.00026759037],"about_ca_topic_score_codex":0.000012014377,"about_ca_topic_score_gemma":1.6521744e-7,"teacher_disagreement_score":0.87367576,"about_ca_system_score_codex":0.00007083327,"about_ca_system_score_gemma":0.00008340051,"threshold_uncertainty_score":0.99998903},"labels":[],"label_agreement":null},{"id":"W2291802312","doi":"10.1016/j.copbio.2016.01.002","title":"Nanocellulose, a tiny fiber with huge applications","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":986,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Azrieli Foundation; Hebrew University of Jerusalem","keywords":"Nanocellulose; Nanotechnology; Materials science; Biocompatibility; Nanocomposite; Cellulose; Chemical engineering; Engineering","score_opus":0.0779370191337972,"score_gpt":0.3983060099403156,"score_spread":0.3203689908065184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291802312","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":[0.000001779048,0.9936717,0.002513344,0.00020962705,0.0009223038,0.00188559,0.00019758947,0.0003168678,0.00028118864],"genre_scores_gemma":[0.0000013065998,0.9953446,0.0010305292,0.000001382386,0.00031865833,0.0028642858,0.00008140136,0.000065540604,0.00029232295],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968453,0.000158866,0.00073337695,0.001091568,0.00033519734,0.00083569495],"domain_scores_gemma":[0.998004,0.00029459968,0.0004682292,0.0010579582,0.00008220458,0.00009300362],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030607727,0.00055533176,0.0014128378,0.0007274579,0.00014925265,0.000030461399,0.0010378453,0.0006501459,0.00040645298],"category_scores_gemma":[0.00009748128,0.00034748254,0.00015512,0.001000119,0.0008892247,0.00010142723,0.0007061723,0.00079113257,0.0038077529],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048537067,0.000096514654,8.0596527e-7,0.0093160225,0.00001649477,0.0000018139189,0.0000059425297,1.6028162e-7,0.00012576474,0.0049002236,0.0007007821,0.9848306],"study_design_scores_gemma":[0.00023658639,0.000058793903,2.723673e-7,0.014725917,0.000022169696,0.000029650493,0.0000071541026,3.7912784e-7,0.0002902117,0.0005952844,0.98360497,0.00042859023],"about_ca_topic_score_codex":0.000002326127,"about_ca_topic_score_gemma":0.0000016518436,"teacher_disagreement_score":0.98440206,"about_ca_system_score_codex":0.0003466523,"about_ca_system_score_gemma":0.00030886522,"threshold_uncertainty_score":0.9998977},"labels":[],"label_agreement":null},{"id":"W2294941565","doi":"10.1016/j.copbio.2016.02.017","title":"Targeted metagenomics of active microbial populations with stable-isotope probing","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; Sight Research UK; University of East Anglia; Gordon and Betty Moore Foundation","keywords":"Metagenomics; Stable-isotope probing; Computational biology; Microorganism; Biology; Genome; Biochemical engineering; Biotechnology; Bacteria; Gene; Genetics","score_opus":0.08199705855435084,"score_gpt":0.34131605778051666,"score_spread":0.2593189992261658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294941565","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":[0.0006429975,0.9942134,0.0005426127,0.000114518756,0.0021900877,0.0016903123,0.00038170547,0.0000812391,0.00014313495],"genre_scores_gemma":[0.00020371124,0.998423,0.0006690631,0.000004539829,0.00004495352,0.00009928452,0.00049468176,0.000033495755,0.000027266571],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796385,0.0004002898,0.00065832154,0.00049583806,0.000064945605,0.0004167625],"domain_scores_gemma":[0.99855155,0.00011565378,0.0006498185,0.0006318686,0.000012588966,0.000038538026],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002026305,0.0003742465,0.001232252,0.00034764272,0.00011808886,0.0000048135507,0.00079295936,0.0008987813,0.001170028],"category_scores_gemma":[0.000044906577,0.00027585714,0.00015297096,0.0006442106,0.000758583,0.000090178764,0.00071430096,0.0010116858,0.00014538426],"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":[0.000059241258,0.00037003413,0.00009172321,0.0030272135,0.00010408442,6.58977e-7,0.00014029242,0.000042708605,0.00094291614,0.0024758615,0.0019413622,0.9908039],"study_design_scores_gemma":[0.0002856474,0.00012464401,0.00005388893,0.003100802,0.000054719843,0.000018927141,0.0000119320175,0.0000030307356,0.00013697175,0.00035948417,0.9955201,0.00032984724],"about_ca_topic_score_codex":0.000079734666,"about_ca_topic_score_gemma":0.00022409204,"teacher_disagreement_score":0.99357873,"about_ca_system_score_codex":0.00033898966,"about_ca_system_score_gemma":0.00010494448,"threshold_uncertainty_score":0.99996936},"labels":[],"label_agreement":null},{"id":"W2330467895","doi":"10.1016/j.copbio.2016.03.004","title":"Synthetic mechanobiology: engineering cellular force generation and signaling","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Chemical, Bioengineering, Environmental, and Transport Systems; National Institute of Biomedical Imaging and Bioengineering; National Institute of Neurological Disorders and Stroke; Natural Sciences and Engineering Research Council of Canada; Division of Civil, Mechanical and Manufacturing Innovation; National Science Foundation; National Institutes of Health; National Cancer Institute; W. M. Keck Foundation","keywords":"Mechanobiology; Optogenetics; Synthetic biology; Nanotechnology; Cell signaling; Cell; Cell biology; Signal transduction; Biology; Neuroscience; Computational biology; Materials science; Biochemistry","score_opus":0.04481091811075982,"score_gpt":0.316377184828443,"score_spread":0.2715662667176832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330467895","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":[0.00010473816,0.9737541,0.021713207,0.000057657813,0.003871759,0.0004109178,0.00004385879,0.000036605576,0.0000071717423],"genre_scores_gemma":[0.0005203287,0.99788564,0.00018982773,0.0000035933008,0.0006241127,0.00014308857,0.00054333004,0.000051274747,0.000038783866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835527,0.00007545418,0.00048290775,0.00070819556,0.00005766155,0.00032053544],"domain_scores_gemma":[0.99924666,0.000025142414,0.00020483109,0.00044745268,0.000025474581,0.000050458093],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020008245,0.0003620411,0.0005894461,0.00039747453,0.000053424337,0.00001943483,0.0002468626,0.0010498931,0.000021739052],"category_scores_gemma":[0.0001133509,0.0003061984,0.00017854109,0.00015256941,0.000052629755,0.000003761312,0.00026367037,0.0003961098,0.000022108321],"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":[0.0000031767743,0.000043035685,4.558529e-7,0.0022071213,0.00006370859,8.604729e-7,0.0000039489037,0.0000029082087,0.18996355,0.0072479285,0.00026832914,0.800195],"study_design_scores_gemma":[0.00013921072,0.00010255951,2.8038722e-8,0.0034510035,0.000032250064,0.000051583527,0.0000030607214,0.00023915624,0.01884916,0.000066275425,0.9767274,0.000338299],"about_ca_topic_score_codex":0.000001160342,"about_ca_topic_score_gemma":8.8518453e-7,"teacher_disagreement_score":0.9764591,"about_ca_system_score_codex":0.00005361631,"about_ca_system_score_gemma":0.00006623417,"threshold_uncertainty_score":0.999939},"labels":[],"label_agreement":null},{"id":"W2345189907","doi":"10.1016/j.copbio.2016.04.006","title":"Evolving medicinal chemistry strategies in antibiotic discovery","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Drug discovery; Antibiotics; Antibiotic resistance; Chemical space; Natural product; Biochemical engineering; Biotechnology; Biology; Computational biology; Bioinformatics; Microbiology; Engineering","score_opus":0.05304151980777216,"score_gpt":0.3653811533169164,"score_spread":0.31233963350914423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345189907","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":[0.00006742483,0.9931092,0.000013915833,0.0011531519,0.0046914555,0.00067827717,0.000042090673,0.00009037019,0.00015406872],"genre_scores_gemma":[0.0008736024,0.9974993,0.00004631953,0.000005253682,0.0013074161,0.000004646077,0.00013042196,0.000036953796,0.00009611954],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975684,0.00006669479,0.00086963846,0.0008185009,0.00016829456,0.000508441],"domain_scores_gemma":[0.99889994,0.000100314894,0.0003169224,0.0005918603,0.000033909655,0.000057078843],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002824644,0.0004851246,0.0017931676,0.0006594264,0.00002747383,0.000033253764,0.00037200318,0.0013377651,0.00012303036],"category_scores_gemma":[0.000402955,0.00030208568,0.00023336109,0.000750341,0.0003548849,0.00013997781,0.00021560396,0.0015182741,0.000056119534],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013535992,0.00013989583,0.000018874392,0.042709306,0.00002924422,0.000010300455,0.000006032037,1.3190025e-8,0.0008259316,0.0003746104,0.0026370147,0.95323527],"study_design_scores_gemma":[0.0003851308,0.000052020136,0.000019396937,0.127595,0.000058082936,0.00015133736,0.00003054518,0.0000011492833,0.0004181271,0.00008062776,0.8708947,0.00031391726],"about_ca_topic_score_codex":0.000014085378,"about_ca_topic_score_gemma":0.0000019247123,"teacher_disagreement_score":0.95292133,"about_ca_system_score_codex":0.00036160822,"about_ca_system_score_gemma":0.0006485835,"threshold_uncertainty_score":0.9999587},"labels":[],"label_agreement":null},{"id":"W2508709614","doi":"10.1016/j.copbio.2016.08.001","title":"The future of NMR-based metabolomics","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":858,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; National Center for Research Resources; National Institute of General Medical Sciences; National Institutes of Health; National Cancer Institute; Genome Canada","keywords":"Metabolomics; Nuclear magnetic resonance spectroscopy; In vivo; Tracing; Fluorine-19 NMR; Mass spectrometry; Chemistry; Nuclear magnetic resonance; Computer science; Chromatography; Biology; Physics","score_opus":0.034503282751406676,"score_gpt":0.3467490720168481,"score_spread":0.31224578926544144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508709614","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":[0.000011324285,0.9925088,0.00037795806,0.00048933754,0.0059137815,0.00048866915,0.00015629579,0.000017715896,0.000036116497],"genre_scores_gemma":[0.000013308765,0.9986117,0.00018976508,0.000005271082,0.00080683763,0.00014271632,0.00015827669,0.000037874997,0.00003427457],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799746,0.00015464205,0.0007517497,0.0005659559,0.0001229659,0.00040722333],"domain_scores_gemma":[0.9983092,0.000074518844,0.0005847089,0.000932312,0.00006344959,0.000035832643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003827817,0.00041134865,0.0011245365,0.00032952963,0.00008597053,0.000010659376,0.0008406511,0.00096932787,0.000007329255],"category_scores_gemma":[0.00014997266,0.00023581392,0.00043896894,0.0004223785,0.00041814093,0.0000014952334,0.00039083933,0.00044815234,0.000011941306],"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":[0.000013104955,0.000051286694,0.0000072711855,0.0018081985,0.000105117455,1.1337401e-7,8.97224e-7,1.410803e-7,0.00013520147,0.014973574,0.0029249412,0.9799802],"study_design_scores_gemma":[0.00028285995,0.000100391124,0.0000031816292,0.0013193164,0.00004912986,0.000004686938,0.000009152205,9.490804e-7,0.0004567006,0.00025292157,0.99726367,0.0002570284],"about_ca_topic_score_codex":9.0355115e-7,"about_ca_topic_score_gemma":0.0000049493533,"teacher_disagreement_score":0.99433875,"about_ca_system_score_codex":0.000034656532,"about_ca_system_score_gemma":0.0002459587,"threshold_uncertainty_score":0.9616213},"labels":[],"label_agreement":null},{"id":"W2525289148","doi":"10.1016/j.copbio.2016.09.003","title":"Recent advancements in matrix-assisted laser desorption/ionization mass spectrometry imaging","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":120,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Genome British Columbia","funders":"Metabolomics Innovation Centre","keywords":"Mass spectrometry; Mass spectrometry imaging; Biomolecule; MALDI imaging; Chemistry; Drug discovery; Desorption; Capillary electrophoresis–mass spectrometry; Desorption electrospray ionization; Computational biology; Small molecule; Ionization; Matrix-assisted laser desorption/ionization; Matrix-assisted laser desorption electrospray ionization; Matrix (chemical analysis); Nanotechnology; Chromatography; Materials science; Chemical ionization; Biology; Biochemistry; Electrospray ionization; Organic chemistry","score_opus":0.049853975177937666,"score_gpt":0.383323560981161,"score_spread":0.33346958580322333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525289148","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":[0.0000069545795,0.9917404,0.004869579,0.00048891496,0.0009347763,0.0006553804,0.00016379343,0.0004914147,0.0006488017],"genre_scores_gemma":[0.000051862793,0.9950218,0.002656029,0.000003593783,0.00023558878,0.0008517958,0.0009789217,0.000085123706,0.00011526799],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966705,0.000070464266,0.0013009846,0.0010412834,0.00025723607,0.0006595663],"domain_scores_gemma":[0.9980561,0.0000947993,0.00072872645,0.000989299,0.00005840389,0.000072639945],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023683714,0.0005843808,0.0011495542,0.0019617786,0.00006918111,0.000039935636,0.00078852865,0.00091629155,0.0027638709],"category_scores_gemma":[0.00012371757,0.00052714266,0.00020532138,0.0028056472,0.0001305226,0.00011362577,0.0002718776,0.001205545,0.00015895319],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004337374,0.00022830309,0.0002301829,0.004681038,0.000015829612,0.000001932458,0.0000018121483,2.5819173e-7,0.00025893794,0.007594972,0.00047968412,0.9865027],"study_design_scores_gemma":[0.00043693095,0.00001247781,0.000010081462,0.0141826095,0.000026446425,0.000028080649,0.000008817343,0.000024216568,0.0004171479,0.0026027425,0.98173314,0.0005173027],"about_ca_topic_score_codex":0.0000042237157,"about_ca_topic_score_gemma":0.0000024795208,"teacher_disagreement_score":0.9859854,"about_ca_system_score_codex":0.0016296025,"about_ca_system_score_gemma":0.00013841945,"threshold_uncertainty_score":0.999718},"labels":[],"label_agreement":null},{"id":"W2549240013","doi":"10.1016/j.copbio.2016.11.001","title":"Supporting metabolomics with adaptable software: design architectures for the end-user","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Alberta Ingenuity; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation; University of Calgary","keywords":"Workflow; Computer science; Profiling (computer programming); Software; Reuse; Software engineering; Software development; Data science; Coding (social sciences); Database; Operating system; Engineering","score_opus":0.06261891200570759,"score_gpt":0.3637745446298202,"score_spread":0.3011556326241126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549240013","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":[0.00000690777,0.85942626,0.13667315,0.00028029893,0.0017956342,0.0015908474,0.0001791105,0.000042836786,0.0000049419914],"genre_scores_gemma":[0.000016638016,0.98944724,0.008449216,0.000016838243,0.0005882429,0.0011222601,0.00015323186,0.00008446762,0.00012189543],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974323,0.00013738761,0.00067404204,0.00087403087,0.00013352107,0.0007487246],"domain_scores_gemma":[0.9981418,0.0003206108,0.0005808925,0.00084182876,0.000065900065,0.000048956746],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00066299736,0.00057978614,0.0012091064,0.0003403895,0.00018685554,0.000027600732,0.0008286037,0.00073392503,0.00001603731],"category_scores_gemma":[0.0005472185,0.00030973842,0.00033842103,0.0003513404,0.000409277,0.000001897556,0.0004185113,0.00051537453,0.000006778899],"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":[0.000058297563,0.000052706484,0.000011366534,0.0018231443,0.0003617419,3.4373963e-7,0.000006302129,0.0000109854245,0.00009632596,0.002101714,0.003788802,0.99168825],"study_design_scores_gemma":[0.0004609488,0.00026712212,0.0000024519677,0.0011956076,0.00016736331,0.0000363765,0.000011231818,0.000005135594,0.0007086655,0.00039371318,0.9963204,0.00043097453],"about_ca_topic_score_codex":0.000003959293,"about_ca_topic_score_gemma":0.000007728505,"teacher_disagreement_score":0.9925316,"about_ca_system_score_codex":0.00004450702,"about_ca_system_score_gemma":0.00031745658,"threshold_uncertainty_score":0.99993545},"labels":[],"label_agreement":null},{"id":"W2550857383","doi":"10.1016/j.copbio.2016.10.006","title":"The intersection of climate/environment, food, nutrition and health: crisis and opportunity","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"","keywords":"Malnutrition; Environmental health; Nexus (standard); Intersection (aeronautics); Psychological intervention; Human health; Climate change; Global health; Business; Political science; Natural resource economics; Economic growth; Medicine; Geography; Health care; Economics; Biology; Ecology; Computer science","score_opus":0.23223825020254799,"score_gpt":0.42168288709578144,"score_spread":0.18944463689323346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550857383","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":[0.000110552966,0.99447364,0.000025701853,0.003430993,0.00093603524,0.0008515488,0.00012479455,0.000026142103,0.000020568004],"genre_scores_gemma":[0.00012070044,0.9995911,0.000025365664,0.000018841034,0.000059256796,0.00012142231,0.00004677162,0.000015233131,0.000001326096],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837434,0.00012782913,0.00061868184,0.00038197424,0.000108975524,0.00038820534],"domain_scores_gemma":[0.99896336,0.00009312328,0.0005160393,0.0002964275,0.0000025404365,0.00012853634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055409543,0.00022243132,0.000603857,0.00014130652,0.00015558013,0.0000116264855,0.00016552929,0.00038307672,0.000073194555],"category_scores_gemma":[0.000037025628,0.00014593874,0.000056973815,0.00017251694,0.00042021,0.000069592046,0.00045635787,0.00038400668,0.000025329027],"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":[0.0000037016955,0.00005794354,0.00011787681,0.006567395,0.0000037201974,7.1305614e-8,0.000033467564,7.1918307e-9,4.4211237e-7,0.0004785381,0.0025738464,0.99016297],"study_design_scores_gemma":[0.00022248487,0.00028343772,0.0002407052,0.0082187215,0.000009943577,0.000025093954,0.00011244607,0.0000021966794,0.0000014780532,0.0010114459,0.98974085,0.00013120967],"about_ca_topic_score_codex":0.00003646466,"about_ca_topic_score_gemma":0.000037928272,"teacher_disagreement_score":0.9900318,"about_ca_system_score_codex":0.00037913883,"about_ca_system_score_gemma":0.000022659367,"threshold_uncertainty_score":0.5951209},"labels":[],"label_agreement":null},{"id":"W2562086392","doi":"10.1016/j.copbio.2016.11.004","title":"Digestomics: an emerging strategy for comprehensive analysis of protein catabolism","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Canada Foundation for Innovation","keywords":"Proteases; Computational biology; Biology; Proteome; Proteomics; In silico; Catabolism; Biochemistry; Enzyme; Gene","score_opus":0.14570123084538167,"score_gpt":0.4510347096470821,"score_spread":0.3053334788017004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562086392","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":[0.000058839072,0.97091776,0.025515147,0.000049001064,0.00017445849,0.0013196918,0.001663695,0.00028089358,0.000020536801],"genre_scores_gemma":[0.000053903754,0.99155825,0.003600921,8.0098704e-7,0.0001320719,0.0027688423,0.0018162964,0.00005607365,0.000012821604],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977051,0.000027350801,0.001032467,0.00076696585,0.000095428055,0.00037271006],"domain_scores_gemma":[0.99770355,0.00009103956,0.000970684,0.0010723317,0.000107093394,0.000055278844],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008624379,0.0004252152,0.0017816287,0.0010526491,0.00005911876,0.00001088171,0.00079403014,0.0010428135,0.000035097033],"category_scores_gemma":[0.000035324214,0.00036731863,0.00046067568,0.0009659171,0.00021723285,0.00006403511,0.00018427463,0.00058615877,0.0000034288005],"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":[0.0000056181248,0.00010795592,0.000001850876,0.008624695,0.00017740241,9.905092e-8,0.000007007626,0.000006439735,0.00046483273,0.04046929,0.000033951215,0.95010084],"study_design_scores_gemma":[0.0001816303,0.000027304046,3.8514565e-7,0.006626114,0.0003063742,0.000001925841,0.000018330973,0.00012788684,0.0015187808,0.0029222022,0.9878784,0.00039067882],"about_ca_topic_score_codex":0.000010759896,"about_ca_topic_score_gemma":0.000003110961,"teacher_disagreement_score":0.9878444,"about_ca_system_score_codex":0.00015359247,"about_ca_system_score_gemma":0.0001385451,"threshold_uncertainty_score":0.99987787},"labels":[],"label_agreement":null},{"id":"W2564925030","doi":"10.1016/j.copbio.2016.11.010","title":"Health benefits of fermented foods: microbiota and beyond","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":1553,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Food science; Fermentation in food processing; Organoleptic; Fermentation; Wine; Health benefits; Shelf life; Biotechnology; Biology; Lactic acid; Bacteria; Medicine; Traditional medicine","score_opus":0.0743798253767452,"score_gpt":0.33739295738301717,"score_spread":0.26301313200627197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564925030","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":[0.00015194403,0.99525464,0.000002043855,0.0017397234,0.0013495032,0.00068382506,0.0007410341,0.000054489752,0.000022794753],"genre_scores_gemma":[0.00013428408,0.9993221,0.000035118945,0.0000121955445,0.00011731661,0.0000276305,0.00034037535,0.0000029877508,0.0000079724605],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801296,0.000107259715,0.0007836424,0.000574048,0.00009376145,0.00042835652],"domain_scores_gemma":[0.9991175,0.00009070718,0.0005421122,0.00014488393,0.00002913844,0.000075653435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022289334,0.00034647118,0.0012539212,0.00015320741,0.00006616983,0.00001524042,0.0004492969,0.0007366041,0.000029148528],"category_scores_gemma":[0.00002862,0.00012911054,0.00016507052,0.0005895724,0.00024461848,0.000034921664,0.00039203188,0.00042727691,0.000012810653],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002971851,0.000113532304,0.000012848941,0.0027671568,0.000018839355,6.696502e-8,0.0000047293634,6.300215e-9,0.00010051028,0.0050001717,0.00041371505,0.99156547],"study_design_scores_gemma":[0.00015416407,0.0003927785,0.00013125675,0.014689364,0.0000114049935,0.00001902019,0.00000907518,4.0675758e-7,0.000022000368,0.00024020667,0.9840834,0.00024690473],"about_ca_topic_score_codex":0.000011959751,"about_ca_topic_score_gemma":0.00001459441,"teacher_disagreement_score":0.9913185,"about_ca_system_score_codex":0.00008023753,"about_ca_system_score_gemma":0.000041301693,"threshold_uncertainty_score":0.5681365},"labels":[],"label_agreement":null},{"id":"W2581776059","doi":"10.1016/j.copbio.2017.01.005","title":"Editorial overview: Recent innovations in the metabolomics revolution","year":2017,"lang":"en","type":"editorial","venue":"Current Opinion in Biotechnology","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Metabolome; Metabolomics; Metabolite; Identification (biology); Computational biology; Biology; Biochemical engineering; Chemistry; Biochemistry; Chromatography; Botany","score_opus":0.03794823229196462,"score_gpt":0.3499209650006366,"score_spread":0.311972732708672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581776059","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":[0.00023858689,0.057637498,0.00010065038,0.0016734798,0.93942577,0.0005277701,0.00025807487,0.000020254223,0.000117943404],"genre_scores_gemma":[0.000109155226,0.33682978,0.00009806874,0.000010916314,0.6609384,0.00017300407,0.0017868672,0.00002458989,0.0000292161],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731,0.00019572636,0.00070729584,0.00083425787,0.00044352448,0.0005092058],"domain_scores_gemma":[0.99771273,0.000084515406,0.0005711342,0.0013315914,0.00027392557,0.00002607495],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001253078,0.0004200985,0.0005961739,0.00055190746,0.00018930028,0.000059522758,0.0013388607,0.002394469,0.000006813042],"category_scores_gemma":[0.0038193732,0.0003491357,0.00012821399,0.00056339154,0.00030135718,0.0000083777895,0.0005960184,0.0018610401,0.000011711977],"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":[0.000065034976,0.0001519845,0.000067500085,0.0000892572,0.000035780686,2.5396469e-7,0.000016605847,0.0000013134049,0.0010985705,0.002933365,0.99046344,0.0050768713],"study_design_scores_gemma":[0.00087098806,0.00016903154,0.00014229017,0.00010923683,0.000018991217,0.0000013274336,0.000033186152,0.000003838635,0.00027216112,0.0012034446,0.9968315,0.00034405],"about_ca_topic_score_codex":0.00004810256,"about_ca_topic_score_gemma":0.00016195912,"teacher_disagreement_score":0.27919227,"about_ca_system_score_codex":0.00011730251,"about_ca_system_score_gemma":0.00040364126,"threshold_uncertainty_score":0.99989605},"labels":[],"label_agreement":null},{"id":"W2619584330","doi":"10.1016/j.copbio.2017.05.005","title":"Engineering cell fitness: lessons for regenerative medicine","year":2017,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Multicellular organism; Regenerative medicine; Competition (biology); Organism; Biology; Limiting; Dominance (genetics); Stem cell; Cell; Mechanism (biology); Cell biology; Ecology; Genetics; Engineering","score_opus":0.1949074714323389,"score_gpt":0.45405848137795807,"score_spread":0.2591510099456191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619584330","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":[0.0000030509636,0.9917257,0.002189022,0.00071322755,0.0037987302,0.0012999118,0.0001671995,0.000035180397,0.00006801585],"genre_scores_gemma":[0.000017807133,0.9957536,0.0002526937,0.0000023370135,0.0010100987,0.00073957216,0.001736772,0.000072101466,0.00041503756],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976632,0.000086482934,0.0005962415,0.00094265473,0.00014889655,0.00056253036],"domain_scores_gemma":[0.9982347,0.00006566769,0.00039051456,0.0011496255,0.00007827384,0.000081254286],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00041577706,0.00048429385,0.0011864835,0.0005549904,0.000108994864,0.000020798232,0.0011503118,0.0014241519,0.0000105553945],"category_scores_gemma":[0.00048027514,0.0004161465,0.00027427313,0.00018832646,0.0002764439,0.0000037497573,0.0005211331,0.0006903428,0.000025164849],"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":[0.000013438312,0.00010766069,0.0000011923853,0.024740009,0.00007359123,0.0000016434839,0.000010471925,0.000009337974,0.0012955595,0.0014057248,0.015739122,0.9566023],"study_design_scores_gemma":[0.00057073135,0.00019269822,6.101174e-7,0.006934429,0.000037317855,0.000017002854,0.0000054931857,0.00005757657,0.0016303079,0.000024976125,0.9901485,0.00038036442],"about_ca_topic_score_codex":0.0000044789044,"about_ca_topic_score_gemma":0.0000034091931,"teacher_disagreement_score":0.97440934,"about_ca_system_score_codex":0.00008760837,"about_ca_system_score_gemma":0.00025923588,"threshold_uncertainty_score":0.9998722},"labels":[],"label_agreement":null},{"id":"W2722442207","doi":"10.1016/j.copbio.2017.05.011","title":"Programming cells for cardiac repair","year":2017,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Toronto General Hospital Research Institute, University Health Network; Ontario Institute for Regenerative Medicine","keywords":"Stem cell; Myocardial infarction; Regeneration (biology); Heart failure; Medicine; Heart disease; Cardiology; Internal medicine; Biology; Cell biology","score_opus":0.1977880804981108,"score_gpt":0.457828021202748,"score_spread":0.2600399407046372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2722442207","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":[7.3696833e-7,0.9762738,0.0009898087,0.0002651814,0.019441236,0.0025460597,0.000047700225,0.000425952,0.000009577124],"genre_scores_gemma":[9.009652e-7,0.9932436,0.002755975,7.061952e-7,0.0019346391,0.0008534952,0.00040796964,0.00006850589,0.0007342085],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819225,0.00004161867,0.00060025696,0.00060330995,0.00012803529,0.0004345309],"domain_scores_gemma":[0.9986169,0.00007686912,0.00028579214,0.0008813499,0.000048195445,0.000090897025],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003334968,0.000423514,0.0022455512,0.0006799127,0.000078869714,0.000010741483,0.00024721384,0.0010162225,0.0000048988954],"category_scores_gemma":[0.00029034383,0.00031457658,0.00064256403,0.00023231696,0.00022956159,0.000018227382,0.0000971717,0.001017098,0.00002621065],"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":[0.0000037888822,0.00006971506,0.0000040240734,0.04479135,0.000096792435,0.0000025240504,0.000011427092,2.2113844e-7,0.00000419992,0.0010898144,0.0060306815,0.94789547],"study_design_scores_gemma":[0.00042808102,0.00027053524,0.0000016192059,0.03922714,0.00025397525,0.000031463365,0.0000073889123,0.000018753553,0.000024107514,0.0000049496225,0.9594721,0.0002598689],"about_ca_topic_score_codex":0.0000031107961,"about_ca_topic_score_gemma":2.3260502e-7,"teacher_disagreement_score":0.95344144,"about_ca_system_score_codex":0.00016781256,"about_ca_system_score_gemma":0.00020792318,"threshold_uncertainty_score":0.9999306},"labels":[],"label_agreement":null},{"id":"W2754193828","doi":"10.1016/j.copbio.2017.08.008","title":"To engraft or not to engraft: an ecological framework for gut microbiome modulation with live microbes","year":2017,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":197,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Institute of General Medical Sciences; National Institutes of Natural Sciences; Natural Sciences and Engineering Research Council of Canada; National Institute for Health and Care Research; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Microbiome; Gut microbiome; Biology; Function (biology); Gut flora; Perspective (graphical); Computational biology; Ecology; Evolutionary biology; Immunology; Bioinformatics; Computer science","score_opus":0.16181279246976524,"score_gpt":0.46416586170084967,"score_spread":0.3023530692310844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754193828","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":[0.004146214,0.9637484,0.013146268,0.001968769,0.007820359,0.007677436,0.0013380423,0.0001507013,0.000003801744],"genre_scores_gemma":[0.0004990807,0.9747377,0.020486593,0.00017895315,0.0008343693,0.0007974201,0.0022615874,0.00010418674,0.00010011083],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996619,0.00014766536,0.00078865414,0.0015226624,0.000091896945,0.00083013234],"domain_scores_gemma":[0.99774903,0.00006969955,0.0004623156,0.0013556732,0.00013097902,0.00023232236],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00034550065,0.00070082926,0.001419842,0.0006578313,0.0002317609,0.00007634868,0.0011489629,0.0022990117,0.000022798607],"category_scores_gemma":[0.00037979314,0.0005342205,0.00025572625,0.0003384762,0.00019430416,0.000008210555,0.00050395296,0.00077302393,0.000088585206],"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":[0.00047446636,0.00074259663,0.000024731606,0.008109947,0.00011223555,0.0000028017546,0.0001043577,0.000009061967,0.010190802,0.0009827082,0.005568658,0.97367764],"study_design_scores_gemma":[0.0004720138,0.0020983506,0.00012855629,0.0053148028,0.000051902785,0.000062499275,0.00002418553,0.000003413801,0.0005071678,0.000061094615,0.9905468,0.0007291795],"about_ca_topic_score_codex":0.000018855248,"about_ca_topic_score_gemma":0.00015924033,"teacher_disagreement_score":0.9849782,"about_ca_system_score_codex":0.00016119686,"about_ca_system_score_gemma":0.0005093524,"threshold_uncertainty_score":0.9997109},"labels":[],"label_agreement":null},{"id":"W2762090103","doi":"10.1016/j.copbio.2017.09.005","title":"Engineering nanoreactors using bacterial microcompartment architectures","year":2017,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Photosynthetic Processes and Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Basic Energy Sciences; Petroleum Technology Alliance Canada; U.S. Department of Energy","keywords":"Nanoreactor; Heterologous; Synthetic biology; Protein engineering; Organelle; Biology; Protein expression; Protein biosynthesis; Computational biology; Chemistry; Cell biology; Enzyme; Nanotechnology; Gene; Biochemistry; Materials science","score_opus":0.11030570391511503,"score_gpt":0.39226591860781773,"score_spread":0.2819602146927027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762090103","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":[0.0011797829,0.99154663,0.00067830493,0.000012244157,0.0058380547,0.00060260895,0.00009535158,0.000038593684,0.000008407778],"genre_scores_gemma":[0.00034906802,0.9980451,0.00034128418,0.0000016780557,0.00064629666,0.000110931054,0.00044230014,0.00005700004,0.0000063444218],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982674,0.000041171334,0.00047901834,0.0006828904,0.00008764832,0.00044186777],"domain_scores_gemma":[0.99876195,0.00001134697,0.00037792517,0.00076447823,0.000018653414,0.00006566285],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013467966,0.0004744778,0.00092244335,0.0003393637,0.0000708592,0.000037038924,0.000758449,0.0009504239,0.000010957164],"category_scores_gemma":[0.00009901865,0.0004227344,0.00027461344,0.00009744243,0.000095343144,0.000001941555,0.00047814276,0.00046788657,0.000009509014],"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":[0.000014196767,0.00011432452,0.0000012965214,0.008036835,0.00008543216,0.0000016752039,0.000007695569,0.0000070095293,0.030748373,0.00020472343,0.00008663305,0.9606918],"study_design_scores_gemma":[0.00019515045,0.00006546541,3.5132936e-7,0.0053745327,0.000043765285,0.000094254916,0.000001635612,0.000015039709,0.021775302,0.000028624605,0.9719998,0.00040603656],"about_ca_topic_score_codex":0.0000076284823,"about_ca_topic_score_gemma":0.0000027832975,"teacher_disagreement_score":0.9719132,"about_ca_system_score_codex":0.00006940604,"about_ca_system_score_gemma":0.00025071338,"threshold_uncertainty_score":0.99982244},"labels":[],"label_agreement":null},{"id":"W2762450532","doi":"10.1016/j.copbio.2017.09.004","title":"Phages as friends and enemies in food processing","year":2017,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":91,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Biology; Bacteriophage; Ecosystem; Abundance (ecology); Ecology; Biotechnology; Genetics; Gene; Escherichia coli","score_opus":0.12507092377706158,"score_gpt":0.42233974096665333,"score_spread":0.29726881718959175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762450532","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":[0.00034712013,0.99740756,0.000009423159,0.00016621889,0.001293551,0.00033098418,0.000023595352,0.00004566682,0.00037586832],"genre_scores_gemma":[0.0007951285,0.99886155,0.0000761559,0.000003183789,0.00006000226,0.00009230688,0.00003437534,0.000019563604,0.000057726094],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866664,0.000044691176,0.00040597902,0.0005250557,0.000060478276,0.0002971676],"domain_scores_gemma":[0.9993048,0.000025349302,0.00029643066,0.00033471486,0.0000028194931,0.000035929737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011294261,0.00027588697,0.0006593605,0.00030243883,0.00010493309,0.00006233277,0.00042430035,0.0005738268,0.0001731092],"category_scores_gemma":[0.00004894598,0.00024459325,0.00007685561,0.0002323657,0.00039724185,0.00018501405,0.0005694645,0.0007847509,0.00012964173],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010201933,0.000053343952,0.000023614879,0.0017855688,0.0000042100073,9.2926183e-7,0.00003958436,1.008943e-7,0.00004362499,0.00008863429,0.00014952611,0.9978098],"study_design_scores_gemma":[0.0001133763,0.000053293534,0.000172046,0.009152199,0.000011289749,0.00007757057,0.000017209388,0.0000026812133,0.000027524331,0.00010593319,0.9900418,0.00022506287],"about_ca_topic_score_codex":0.00006971205,"about_ca_topic_score_gemma":0.00006930161,"teacher_disagreement_score":0.99758476,"about_ca_system_score_codex":0.00018504426,"about_ca_system_score_gemma":0.00003423453,"threshold_uncertainty_score":0.99742234},"labels":[],"label_agreement":null},{"id":"W2793660486","doi":"10.1016/j.copbio.2018.01.015","title":"Complete ammonia oxidation: an important control on nitrification in engineered ecosystems?","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":168,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nitrification; Archaea; Ecosystem; Microorganism; Nitrate; Environmental chemistry; Ammonia; Bacteria; Nitrifying bacteria; Nitrogen cycle; Biology; Ecology; Chemistry; Nitrogen; Biochemistry","score_opus":0.06741772020896718,"score_gpt":0.3249513179997131,"score_spread":0.2575335977907459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793660486","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":[0.005831631,0.9883583,0.00008723837,0.00014705586,0.0030701722,0.0021215347,0.00018376445,0.00017718603,0.00002311093],"genre_scores_gemma":[0.0014933083,0.9961566,0.0004490137,0.000003851747,0.00019867314,0.00030676287,0.0013416641,0.000041982683,0.0000081792605],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972653,0.00023975066,0.0010170309,0.0008215098,0.00022022544,0.00043623193],"domain_scores_gemma":[0.9987157,0.000054186366,0.000435312,0.0007125454,0.00000725125,0.00007501173],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003799131,0.0004646049,0.0009975993,0.00058894686,0.000051792344,0.000026039817,0.0005712603,0.0007161307,0.00014656849],"category_scores_gemma":[0.000028245435,0.00038637794,0.00014681884,0.0007294364,0.00015841403,0.00010725965,0.00009203989,0.00052730524,0.0009188991],"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":[0.0000657804,0.0012591005,0.0017261831,0.0033327544,0.00007893067,0.000014572339,0.00007083163,0.000015215027,0.00037962146,0.0012626458,0.0015312205,0.99026316],"study_design_scores_gemma":[0.00085296604,0.00024623162,0.0001979424,0.002684153,0.00003631653,0.000030008108,0.000007256993,0.00037486304,0.000068519774,0.00009066393,0.9950049,0.00040620938],"about_ca_topic_score_codex":0.000073414754,"about_ca_topic_score_gemma":0.00010480732,"teacher_disagreement_score":0.99347365,"about_ca_system_score_codex":0.0006377054,"about_ca_system_score_gemma":0.000033741173,"threshold_uncertainty_score":0.999859},"labels":[],"label_agreement":null},{"id":"W2895871623","doi":"10.1016/j.copbio.2018.10.001","title":"Lignin polymerization: how do plants manage the chemistry so well?","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Plant Gene Expression Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":319,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Monolignol; Lignin; Polymerization; Laccase; Chemistry; Cell wall; Peroxidase; Polymer; Apoplast; Secondary cell wall; Biochemistry; Organic chemistry; Biosynthesis; Enzyme","score_opus":0.036207993258206304,"score_gpt":0.3331172408014392,"score_spread":0.2969092475432329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895871623","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":[0.000026377782,0.9960012,0.00028209726,0.0006581582,0.0020943156,0.00042302467,0.00019074454,0.00005755992,0.00026652834],"genre_scores_gemma":[0.00005642375,0.9948455,0.00004437499,0.00002085162,0.001037532,0.00014611012,0.002805462,0.00005303621,0.0009906916],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975897,0.00018484394,0.0005462264,0.0010142563,0.00020270247,0.00046225765],"domain_scores_gemma":[0.9980048,0.000025953548,0.00052129,0.0013440676,0.000032026655,0.000071844726],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00023821084,0.0005433979,0.00087626145,0.00026814028,0.00014528837,0.00008236741,0.0013906064,0.0016328023,0.000065884786],"category_scores_gemma":[0.00010508471,0.00038822414,0.00037252234,0.00055126846,0.00045143024,0.0000039239067,0.00077719166,0.0006660793,0.00011891934],"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":[0.000013857431,0.00013265129,0.000011295466,0.004765629,0.0002687775,0.000004165989,0.000014964033,7.8717807e-7,0.0042005028,0.00010796108,0.36941782,0.62106156],"study_design_scores_gemma":[0.00016434053,0.00003147176,5.1028456e-7,0.002941017,0.00006786258,0.000077547615,0.000028344595,0.000012549132,0.0075329887,0.000011283195,0.98870915,0.0004229125],"about_ca_topic_score_codex":0.000002123009,"about_ca_topic_score_gemma":0.0000017460908,"teacher_disagreement_score":0.62063867,"about_ca_system_score_codex":0.000042848867,"about_ca_system_score_gemma":0.00017347759,"threshold_uncertainty_score":0.99985695},"labels":[],"label_agreement":null},{"id":"W2897794201","doi":"10.1016/j.copbio.2018.09.011","title":"The transport of monomers during lignification in plants: anything goes but how?","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Monolignol; Lignin; Monomer; Cell wall; Chemistry; Vacuole; Biochemistry; Biophysics; Polymer; Biology; Enzyme; Cytoplasm; Organic chemistry; Biosynthesis","score_opus":0.04217938117136732,"score_gpt":0.29791434919174137,"score_spread":0.25573496802037404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897794201","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":[0.0010399013,0.9960025,0.000021040023,0.000057634803,0.0023029943,0.00031580165,0.00004898901,0.000157895,0.00005323569],"genre_scores_gemma":[0.0047260146,0.9948485,0.000028200115,2.0100576e-7,0.00015121217,0.00010205961,0.00010184136,0.000034897028,0.0000070930296],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986332,0.000024114262,0.0006411045,0.00030042705,0.00009422889,0.0003069468],"domain_scores_gemma":[0.999276,0.000059614667,0.00018295487,0.00044487522,0.000011345444,0.00002520523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017552341,0.00028550404,0.00067034416,0.00036075906,0.000033755456,0.000010536641,0.0005276394,0.000782709,0.0000011684183],"category_scores_gemma":[0.000020474274,0.0002311656,0.00012277326,0.0003794441,0.00016140378,0.00004838292,0.000044477852,0.00077787414,0.0000072211797],"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":[0.0000063475914,0.0001107718,0.00019501173,0.093894124,0.00014523156,0.0000035803716,0.00031551337,0.000021225613,0.0008584579,0.0005126289,0.0016625669,0.90227455],"study_design_scores_gemma":[0.00021788762,0.000013478562,0.000025449908,0.017434468,0.000019592426,0.00001586042,0.00014404472,0.000044730135,0.011881992,0.000049219267,0.9697954,0.0003578522],"about_ca_topic_score_codex":0.0000036079464,"about_ca_topic_score_gemma":0.0000027063074,"teacher_disagreement_score":0.96813285,"about_ca_system_score_codex":0.00015536007,"about_ca_system_score_gemma":0.000040292936,"threshold_uncertainty_score":0.94266593},"labels":[],"label_agreement":null},{"id":"W2903435972","doi":"10.1016/j.copbio.2018.10.014","title":"Tailor-made trees: engineering lignin for ease of processing and tomorrow’s bioeconomy","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Lignin; Biomass (ecology); Cellulosic ethanol; Lignocellulosic biomass; Cell wall; Pulp and paper industry; Biochemical engineering; Chemistry; Biotechnology; Cellulose; Agronomy; Biology; Organic chemistry; Engineering; Biochemistry","score_opus":0.049590136241215416,"score_gpt":0.32066219494195874,"score_spread":0.27107205870074336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903435972","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":[0.000043057542,0.9969217,0.00045936825,0.000017870916,0.0016462514,0.0005046674,0.00009149012,0.00027827476,0.000037323152],"genre_scores_gemma":[0.00031801383,0.99785566,0.000992442,6.665356e-7,0.00035536487,0.00027614774,0.00012520468,0.00007056143,0.000005953232],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852395,0.0000075522016,0.00067502045,0.000396029,0.000054524735,0.00034289446],"domain_scores_gemma":[0.9993836,0.00006456762,0.00016360938,0.00030477208,0.000023458517,0.000059945825],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000113273505,0.00040467217,0.0010309494,0.0005202325,0.000020413892,0.000017521603,0.00031983657,0.00088309136,0.000002515059],"category_scores_gemma":[0.00004690285,0.0004017158,0.00014622237,0.0003280483,0.00012818493,0.000057828092,0.000101416605,0.0004425426,0.0000052305277],"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":[0.0000012703872,0.000042625823,0.0000056742415,0.13508402,0.00005635514,3.861086e-7,0.000037415663,0.0000069647513,0.00018030584,0.00031739878,0.003868692,0.8603989],"study_design_scores_gemma":[0.00026203107,0.00004294724,2.4948497e-7,0.018507523,0.000050232684,0.000016695616,0.00001561335,0.0010217052,0.0071396143,0.000037981375,0.9724974,0.00040799446],"about_ca_topic_score_codex":6.9349784e-7,"about_ca_topic_score_gemma":2.7933626e-7,"teacher_disagreement_score":0.9686287,"about_ca_system_score_codex":0.0000932458,"about_ca_system_score_gemma":0.000066895205,"threshold_uncertainty_score":0.9998435},"labels":[],"label_agreement":null},{"id":"W2941948986","doi":"10.1016/j.copbio.2019.02.021","title":"Microbial immigration in wastewater treatment systems: analytical considerations and process implications","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heterotroph; Immigration; Sewage treatment; Nitrification; Biochemical engineering; Process (computing); Wastewater; Activated sludge; Sanitary sewer; Environmental science; Ecology; Environmental engineering; Computer science; Biology; Chemistry; Engineering; Political science; Law","score_opus":0.08635903100102073,"score_gpt":0.3575518416981506,"score_spread":0.27119281069712986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941948986","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":[0.00807871,0.9880836,0.000008890878,0.0004526668,0.00096696604,0.0022141184,0.00010034074,0.00006199991,0.00003268884],"genre_scores_gemma":[0.002012212,0.99687815,0.00011206407,0.0000018592344,0.000055306293,0.00048004268,0.0003895906,0.000025165204,0.00004563284],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980274,0.00012433868,0.00068456074,0.0007165386,0.00009252978,0.00035467543],"domain_scores_gemma":[0.9992955,0.00006833994,0.0001851598,0.00039188037,0.0000060264338,0.00005309971],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000099215744,0.0003947801,0.000911307,0.00044318463,0.0000625172,0.000049472153,0.00015609077,0.0005569967,0.00006530288],"category_scores_gemma":[0.000013003783,0.00029891878,0.000111042646,0.0004465173,0.0002097756,0.00010566034,0.00013226176,0.00029793414,0.0002621583],"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":[0.00003469072,0.0025870372,0.009824615,0.014833581,0.0002798408,0.00001757866,0.0008337722,0.00021378898,0.00021211863,0.009202644,0.002319905,0.95964044],"study_design_scores_gemma":[0.0010611783,0.0002412478,0.00020163834,0.003936159,0.00022826917,0.00028439498,0.00009210546,0.0004969546,0.00008152212,0.00035287527,0.9923494,0.0006742732],"about_ca_topic_score_codex":0.00011397044,"about_ca_topic_score_gemma":0.00010188547,"teacher_disagreement_score":0.99002945,"about_ca_system_score_codex":0.0006439866,"about_ca_system_score_gemma":0.00007429368,"threshold_uncertainty_score":0.9999463},"labels":[],"label_agreement":null},{"id":"W2947964391","doi":"10.1016/j.copbio.2018.12.002","title":"Protein engineers turned evolutionists—the quest for the optimal starting point","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":133,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Defense Threat Reduction Agency; Azrieli Foundation; Weizmann Institute of Science","keywords":"Directed evolution; Protein engineering; Evolutionism; Directed Molecular Evolution; Computational biology; Computer science; Molecular evolution; Synthetic biology; Broad spectrum; Biology; Phylogenetic tree; Enzyme; Evolutionary biology; Chemistry; Biochemistry; Combinatorial chemistry","score_opus":0.0636561580099841,"score_gpt":0.3458091587535944,"score_spread":0.2821530007436103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947964391","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":[0.00010842302,0.99138135,0.0020862683,0.00085567695,0.0029216507,0.0025177866,0.00010936218,0.000012155849,0.0000073062974],"genre_scores_gemma":[0.00039776805,0.99721235,0.00041007923,0.000011013248,0.0005620462,0.0011474015,0.0001719993,0.000043361833,0.000043984208],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983486,0.000079842925,0.0005233657,0.00055231026,0.0000815258,0.00041435857],"domain_scores_gemma":[0.99880797,0.00008370309,0.00030183484,0.0007269046,0.000055474433,0.000024125273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041231062,0.00036079626,0.0005694059,0.000103978484,0.00016568274,0.000027959513,0.0006971199,0.0005968398,0.0000025944264],"category_scores_gemma":[0.00021366682,0.0002224655,0.00032836417,0.00018961963,0.00024026004,6.895503e-7,0.00039590892,0.00046932808,0.000011729729],"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":[0.000036460522,0.000101433645,0.000009080702,0.008501442,0.0004068887,1.9107608e-7,0.000072379145,0.00019919008,0.0010020819,0.004894791,0.0083666,0.97640944],"study_design_scores_gemma":[0.00022469227,0.00016123355,0.000004921545,0.0010710502,0.000071210954,0.000007651977,0.000062004794,0.00011091039,0.00018165453,0.00007493082,0.99776214,0.00026760163],"about_ca_topic_score_codex":0.000008987338,"about_ca_topic_score_gemma":0.0000054501274,"teacher_disagreement_score":0.98939556,"about_ca_system_score_codex":0.0000623758,"about_ca_system_score_gemma":0.00019520165,"threshold_uncertainty_score":0.907188},"labels":[],"label_agreement":null},{"id":"W2950476216","doi":"10.1016/j.copbio.2019.05.009","title":"Applying biotechnology for drinking water biofiltration: advancing science and practice","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Environmental Protection Agency; National Science Foundation","keywords":"Biofilter; Metaproteomics; Metagenomics; Bioaugmentation; Biochemical engineering; Environmental science; Biotechnology; Water quality; Bioremediation; Environmental engineering; Engineering; Biology; Ecology; Contamination","score_opus":0.07735346943288224,"score_gpt":0.3769762855579069,"score_spread":0.29962281612502467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950476216","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":[0.00007085179,0.98758274,0.0024520296,0.00084915326,0.0046065315,0.0039305137,0.0000094327925,0.00026151232,0.00023720415],"genre_scores_gemma":[0.00013827057,0.9966978,0.0018796048,0.000013725541,0.00009496322,0.0010435949,0.00008592242,0.000032283802,0.000013842969],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973896,0.00007223726,0.0005276138,0.0010804121,0.00024850227,0.00068161904],"domain_scores_gemma":[0.9989712,0.00020252826,0.0002552359,0.0004954234,0.000021080936,0.00005451143],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010021657,0.00039644132,0.0007478096,0.00078152155,0.000263213,0.00007534326,0.00045639082,0.0007844909,0.000032950593],"category_scores_gemma":[0.0004024144,0.00029490713,0.000097989534,0.00095170515,0.0008013287,0.00052313495,0.00069088815,0.0005035878,0.00022502095],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063330313,0.00007419275,0.00006351464,0.0017775634,0.000009665565,4.6498548e-7,0.000030293028,0.0000036930203,0.00043205015,0.001244203,0.00014669949,0.99621135],"study_design_scores_gemma":[0.00029179695,0.00013140056,0.0000035435628,0.00162227,0.00008087889,0.000117672884,0.000038284066,0.000065327265,0.001033715,0.0003407879,0.99592143,0.00035288837],"about_ca_topic_score_codex":0.000024446554,"about_ca_topic_score_gemma":0.0000064368405,"teacher_disagreement_score":0.99585843,"about_ca_system_score_codex":0.0007543367,"about_ca_system_score_gemma":0.00007367402,"threshold_uncertainty_score":0.9999503},"labels":[],"label_agreement":null},{"id":"W2953889819","doi":"10.1016/j.copbio.2019.05.006","title":"Anticipating alien cells with alternative genetic codes: away from the alanine world!","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Chemical Synthesis and Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Genetic code; Alanine; Synthetic biology; Repertoire; Computational biology; Amino acid; Biology; Code (set theory); Glycine; Set (abstract data type); Computer science; Genetics; Programming language; Physics","score_opus":0.06346489195108325,"score_gpt":0.35343923954982404,"score_spread":0.2899743475987408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953889819","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":[0.001014333,0.9967484,0.00048295825,0.00011408453,0.0008875466,0.00048165044,0.00020691447,0.000021216032,0.000042915854],"genre_scores_gemma":[0.0009345794,0.9971452,0.0002971599,0.000018544957,0.0005756728,0.000100830446,0.00082611485,0.000048324724,0.000053592757],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978984,0.00015372109,0.00057176565,0.0008454604,0.00015794,0.0003726881],"domain_scores_gemma":[0.9984999,0.00013549147,0.00046271223,0.0008241251,0.00003245254,0.00004532996],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012737863,0.00044465516,0.0010556414,0.00016088782,0.000050155955,0.000030120247,0.00082286546,0.0005313747,0.000046389523],"category_scores_gemma":[0.000053284966,0.0002711359,0.00029161503,0.00048139694,0.00022153383,0.0000017971432,0.00039926716,0.0005695149,0.00005386284],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014618714,0.00014187083,0.00038243955,0.0016503765,0.00041536547,0.0000018935001,0.000016434467,0.000022264743,0.0017320497,0.000085724765,0.001813784,0.99372315],"study_design_scores_gemma":[0.00022157645,0.000066787805,0.000012896034,0.0048981775,0.00022030843,0.000005510844,0.000015488584,0.00007498549,0.0038774023,0.000018072153,0.9902085,0.00038031145],"about_ca_topic_score_codex":0.00008650891,"about_ca_topic_score_gemma":0.0000596015,"teacher_disagreement_score":0.9933429,"about_ca_system_score_codex":0.00004667392,"about_ca_system_score_gemma":0.00009135041,"threshold_uncertainty_score":0.9999741},"labels":[],"label_agreement":null},{"id":"W2991006211","doi":"10.1016/j.copbio.2019.10.006","title":"Proteases of Nicotiana benthamiana: an emerging battle for molecular farming","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; European Research Council; Biotechnology and Biological Sciences Research Council","keywords":"Nicotiana benthamiana; Proteases; Protease; Recombinant DNA; Biology; Cell biology; Biochemistry; Gene; Enzyme","score_opus":0.10894699198740575,"score_gpt":0.4165127859556073,"score_spread":0.30756579396820155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991006211","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":[0.00024657202,0.9896406,0.006363693,0.0000502682,0.001604172,0.0014596168,0.00060396624,0.000023623557,0.0000075012126],"genre_scores_gemma":[0.0005034478,0.9962689,0.00058555213,0.0000026482198,0.0001623561,0.00048167392,0.001943326,0.000044384655,0.00000770459],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984182,0.000048132326,0.0005464684,0.0006188036,0.000075003605,0.00029338308],"domain_scores_gemma":[0.9989225,0.000030758554,0.00030535305,0.0006653276,0.000034221666,0.000041782598],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011531644,0.00029193106,0.000719216,0.00026291955,0.000031515676,0.000007142638,0.0005166252,0.0007046708,0.000005822105],"category_scores_gemma":[0.00006863205,0.00027717717,0.0002786365,0.00022106757,0.000099695535,0.0000032904288,0.00010925507,0.0002545438,0.000004918665],"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":[0.000007701834,0.00018979609,0.000008597775,0.010981955,0.00007017848,1.277332e-7,0.000005463127,0.000008246801,0.0031588764,0.0022987016,0.0004315456,0.9828388],"study_design_scores_gemma":[0.00026132812,0.00014907915,0.0000022981096,0.0024132899,0.00007499972,0.000009049117,0.000014088461,0.000018182436,0.0024441571,0.00004077676,0.99429107,0.0002816908],"about_ca_topic_score_codex":0.0000058548007,"about_ca_topic_score_gemma":0.000004786666,"teacher_disagreement_score":0.9938595,"about_ca_system_score_codex":0.000021544021,"about_ca_system_score_gemma":0.00017212004,"threshold_uncertainty_score":0.99996805},"labels":[],"label_agreement":null},{"id":"W3017094240","doi":"10.1016/j.copbio.2020.02.017","title":"Pollution to products: recycling of ‘above ground’ carbon by gas fermentation","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":201,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Biological and Environmental Research; Office of Science; Suncor Energy Incorporated; U.S. Department of Energy","keywords":"Raw material; Biomass (ecology); Environmental science; Waste management; Syngas; Flexibility (engineering); Greenhouse gas; Population; Biochemical engineering; Engineering; Chemistry; Ecology; Economics; Biology","score_opus":0.05208400133004827,"score_gpt":0.3300425111822353,"score_spread":0.27795850985218706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017094240","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":[0.00006866833,0.98936594,0.00045322962,0.0010393187,0.007622868,0.00096604286,0.000052571977,0.00039527155,0.000036078916],"genre_scores_gemma":[0.00032504828,0.99850214,0.00021424454,0.000004182626,0.00033336523,0.00010271775,0.00046249732,0.000045749464,0.000010068651],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822795,0.00006325125,0.0007765955,0.0005216387,0.00014821465,0.000262375],"domain_scores_gemma":[0.99937844,0.000009916343,0.000209036,0.00031238396,0.000038040478,0.000052181666],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015474044,0.00034100233,0.0008274602,0.00065701467,0.000021116242,0.00001238422,0.00024574893,0.0005706565,0.0000061014925],"category_scores_gemma":[0.000120399374,0.00034557434,0.000095927564,0.0014363772,0.00006445076,0.00006223359,0.000073145755,0.00061280467,0.0000300652],"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":[0.0000041567982,0.000045837,0.000001403578,0.005180389,0.00002710867,1.7730935e-7,0.0000416769,0.00003485282,0.0003496224,0.0020261342,0.0031065342,0.9891821],"study_design_scores_gemma":[0.000120570774,0.00008217748,0.0000031895145,0.0047666943,0.000039342653,0.000008601809,0.000028659937,0.000046091078,0.00060521177,0.00004603915,0.9939701,0.00028333656],"about_ca_topic_score_codex":0.000015951071,"about_ca_topic_score_gemma":0.0000010143569,"teacher_disagreement_score":0.99086356,"about_ca_system_score_codex":0.00041806672,"about_ca_system_score_gemma":0.000058607013,"threshold_uncertainty_score":0.9998996},"labels":[],"label_agreement":null},{"id":"W3037054415","doi":"10.1016/j.copbio.2020.05.003","title":"Toward a systematic design of smart probiotics","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Risk analysis (engineering); Synthetic biology; Biochemical engineering; Computer science; Biotechnology; Business; Engineering; Biology; Bioinformatics","score_opus":0.08447954483666019,"score_gpt":0.32750784414407835,"score_spread":0.24302829930741815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037054415","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":[0.0000021936817,0.98447376,0.010826593,0.00005597713,0.0031854743,0.0013801978,0.00003139146,0.000042746742,0.0000016442654],"genre_scores_gemma":[0.000057955203,0.99831724,0.0009968173,0.0000015270039,0.00032893027,0.00010624217,0.00014449265,0.00003775308,0.000009037774],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819463,0.00016877677,0.0007994656,0.0005286371,0.00007986131,0.00022865321],"domain_scores_gemma":[0.9990213,0.00000911165,0.000397025,0.0004956786,0.000039607443,0.00003729995],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002540466,0.0003448026,0.001365742,0.0002927469,0.000013333119,0.0000070732576,0.00041286103,0.00089010113,0.0000019843385],"category_scores_gemma":[0.00033057656,0.00029012468,0.00021693694,0.00047772538,0.00009637095,0.0000015180397,0.00018193912,0.0004109965,0.00001671547],"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":[0.000021734553,0.00015829878,5.716686e-7,0.6815851,0.00017859122,8.833232e-7,0.000026311978,0.000028056542,0.005932666,0.0005599177,0.0013054769,0.31020245],"study_design_scores_gemma":[0.00013094961,0.00026756563,7.619777e-8,0.03924722,0.000113533955,0.000071348455,0.000007095029,0.00002048522,0.0026069398,0.000008680588,0.95724225,0.00028382766],"about_ca_topic_score_codex":0.000001080247,"about_ca_topic_score_gemma":1.6063653e-7,"teacher_disagreement_score":0.9559368,"about_ca_system_score_codex":0.000033369626,"about_ca_system_score_gemma":0.00015369151,"threshold_uncertainty_score":0.9999551},"labels":[],"label_agreement":null},{"id":"W3107399265","doi":"10.1016/j.copbio.2020.10.008","title":"Ultrasonographic features of ovarian morphology capture nutritional and metabolic influences on the reproductive axis: implications for biomarker development in ovulatory disorders","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Overnutrition; Biomarker; Biology; Ultrasonography; Reproductive system; Physiology; Obesity; Internal medicine; Medicine; Bioinformatics; Endocrinology; Radiology","score_opus":0.06911243447804455,"score_gpt":0.35635860066555086,"score_spread":0.2872461661875063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107399265","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":[0.0003154128,0.98080975,0.00010794758,0.015402278,0.0008174926,0.0023525557,0.00011735838,0.000049840233,0.000027358765],"genre_scores_gemma":[0.0016830099,0.996154,0.00038463846,0.000084871856,0.000065709864,0.0012140378,0.0003857329,0.000024719999,0.0000032469848],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980974,0.00013697504,0.0006762974,0.00073693745,0.00010536169,0.00024702787],"domain_scores_gemma":[0.9988743,0.00026720559,0.00033041122,0.00042020163,0.000056397424,0.000051460225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030130617,0.00033175782,0.0010226301,0.0011570345,0.00007215578,0.0000075798935,0.00021272825,0.00068795774,0.000013711332],"category_scores_gemma":[0.0005505873,0.00023678041,0.00018437227,0.0013126602,0.00051902223,0.000029259856,0.000066788416,0.00079665525,0.0000025942302],"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":[0.00014290679,0.0005430984,0.0023621728,0.0054210527,0.00027122305,3.7868224e-7,0.0002180794,6.466248e-7,0.00001858123,0.119088605,0.0022600289,0.86967325],"study_design_scores_gemma":[0.00090509123,0.0000894745,0.037647597,0.0026302403,0.00009335818,0.00004229324,0.00020750673,0.0000010825186,0.0000072086564,0.0018447523,0.95632684,0.00020457074],"about_ca_topic_score_codex":0.000014759317,"about_ca_topic_score_gemma":0.000015029823,"teacher_disagreement_score":0.9540668,"about_ca_system_score_codex":0.000053991833,"about_ca_system_score_gemma":0.00034074901,"threshold_uncertainty_score":0.9655625},"labels":[],"label_agreement":null},{"id":"W3110912668","doi":"10.1016/j.copbio.2020.10.009","title":"The convergence of bacterial natural products from evolutionarily distinct pathways","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Convergent evolution; Biology; Natural product; Computational biology; Natural selection; Biochemical engineering; Phenotype; Synthetic biology; Convergence (economics); Evolutionary biology; Computer science; Genetics; Selection (genetic algorithm); Gene; Phylogenetics; Artificial intelligence; Biochemistry","score_opus":0.066127761493654,"score_gpt":0.3246148084511116,"score_spread":0.2584870469574576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110912668","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":[0.00014873433,0.9785573,0.000003026046,0.0030461284,0.016556537,0.0011928494,0.00040682644,0.00008394126,0.0000046762284],"genre_scores_gemma":[0.001666814,0.9956398,0.00012276022,0.000004281617,0.0015498996,0.000012925368,0.00096327224,0.000028039614,0.000012191961],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976119,0.00014297718,0.0009430616,0.00076842966,0.00020313375,0.00033053046],"domain_scores_gemma":[0.99837995,0.0001967429,0.0005762058,0.00067897374,0.000119502874,0.000048599853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018679682,0.00040787485,0.0015050715,0.0001882767,0.000079552694,0.00001336095,0.00055934733,0.00067593384,0.00005150525],"category_scores_gemma":[0.0015801103,0.0002371434,0.00026573928,0.00081970077,0.00051616755,0.000033904606,0.00034370035,0.0013670278,0.00005726647],"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":[0.00008176391,0.00008635672,0.0000073384354,0.007869775,0.00008139784,0.0000022964325,0.00001450569,2.838619e-9,0.0013305618,0.0010497749,0.007173087,0.98230314],"study_design_scores_gemma":[0.00023735016,0.000093541144,0.00005646756,0.008814211,0.00013465162,0.000025676487,0.000007840618,0.0000037367358,0.0009291814,0.00007678617,0.9893899,0.00023066228],"about_ca_topic_score_codex":0.000022387161,"about_ca_topic_score_gemma":0.0000034560226,"teacher_disagreement_score":0.98221684,"about_ca_system_score_codex":0.0001630545,"about_ca_system_score_gemma":0.0005200742,"threshold_uncertainty_score":0.96704274},"labels":[],"label_agreement":null},{"id":"W3115716709","doi":"10.1016/j.copbio.2020.11.013","title":"Illuminating the cross-talk between tumor metabolism and immunity in IDH-mutated cancers","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"Canadian Institutes of Health Research; Cancer Research Society; Leukemia and Lymphoma Society; Cancer Research Institute","keywords":"Isocitrate dehydrogenase; IDH2; Epigenetics; IDH1; Biology; Cancer research; Immune system; Tumor microenvironment; Gene; Disease; Mutation; Tumor cells; Genetics; Enzyme; Medicine; Internal medicine; Biochemistry","score_opus":0.08699747371426891,"score_gpt":0.4117583989367954,"score_spread":0.3247609252225265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115716709","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":[0.006481552,0.9892416,0.0000029850103,0.0012967673,0.0012623841,0.0014968266,0.0001173394,0.000087655164,0.000012918131],"genre_scores_gemma":[0.006444184,0.99250203,0.000051506835,0.0000141959135,0.00019538577,0.00045110655,0.00029981864,0.00004053245,0.0000012202291],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775434,0.00019677104,0.0008474217,0.00058263773,0.00016924558,0.0004496146],"domain_scores_gemma":[0.9987332,0.00027082086,0.0003925659,0.0004821222,0.000036399473,0.000084885265],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003342758,0.00045505082,0.0019194187,0.0006360321,0.000098879755,0.000031211974,0.00031798132,0.0005571687,0.000016207294],"category_scores_gemma":[0.00037828262,0.00030233717,0.00019944026,0.0012828575,0.0004820628,0.00003929208,0.00038222523,0.0018121112,0.00001638887],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062632384,0.00009539112,0.0016971445,0.0053489553,0.00011062903,0.000036733112,0.00009275033,3.5451893e-7,0.0000017698691,0.00041248565,0.00007000826,0.99212754],"study_design_scores_gemma":[0.0013741627,0.0000987437,0.0039303205,0.01372112,0.0002813668,0.00012949567,0.00009986964,0.000019338982,0.00005598694,0.00007382224,0.9799464,0.00026941128],"about_ca_topic_score_codex":0.00036002745,"about_ca_topic_score_gemma":0.000022829754,"teacher_disagreement_score":0.9918581,"about_ca_system_score_codex":0.00043740132,"about_ca_system_score_gemma":0.00030254273,"threshold_uncertainty_score":0.9999429},"labels":[],"label_agreement":null},{"id":"W3118087469","doi":"10.1016/j.copbio.2020.11.012","title":"Delivery of CRISPR-Cas systems using phage-based vectors","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"National Institute for Health and Care Research; International Development Research Centre","keywords":"CRISPR; Repurposing; Computational biology; Biology; Computer science; Genetics; Gene","score_opus":0.10828404621304324,"score_gpt":0.3812540369396658,"score_spread":0.27296999072662254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118087469","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":[0.00016532325,0.9920202,0.0011574456,0.000049762453,0.0057273647,0.0006533753,0.00012833551,0.000074747215,0.000023449706],"genre_scores_gemma":[0.0006511142,0.9988863,0.00018802153,0.0000037712925,0.00010705568,0.000039656712,0.000084532694,0.000034764584,0.000004819964],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981993,0.00012597635,0.0007533953,0.0005203307,0.00011167851,0.0002893592],"domain_scores_gemma":[0.99897784,0.000059741735,0.0005193414,0.00037823533,0.000008326648,0.000056530185],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000090730486,0.00033641816,0.0010474835,0.00029848993,0.000047738187,0.000018481813,0.00048456594,0.00060916104,0.00028122586],"category_scores_gemma":[0.00003208559,0.00031016365,0.00026978066,0.00076260685,0.0002633852,0.00007708424,0.00033488465,0.00075434777,0.0002208941],"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":[0.00000691403,0.00021353718,0.00002802836,0.0110782115,0.00003802896,0.000004593007,0.000025847545,0.00009302968,0.0024056386,0.00009310834,0.001409278,0.98460376],"study_design_scores_gemma":[0.00012296627,0.000050199447,0.000012976009,0.008890805,0.00005825774,0.00003270021,0.000011670276,0.00037210673,0.00028602008,0.0000019386289,0.9899114,0.00024899407],"about_ca_topic_score_codex":0.00034950054,"about_ca_topic_score_gemma":0.000006048015,"teacher_disagreement_score":0.9885021,"about_ca_system_score_codex":0.00053571636,"about_ca_system_score_gemma":0.00007919817,"threshold_uncertainty_score":0.99993503},"labels":[],"label_agreement":null},{"id":"W3122736704","doi":"10.1016/j.copbio.2020.12.009","title":"Ketogenic regimens for acute neurotraumatic events","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Diet and metabolism studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"National Center for Advancing Translational Sciences; National Institute of Child Health and Human Development; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Nursing Research; Canadian Institutes of Health Research","keywords":"Neuroprotection; Neuroinflammation; Traumatic brain injury; Medicine; Ketogenic diet; Spinal cord injury; Inflammation; Depression (economics); Traumatic injury; Epilepsy; Neuroscience; Bioinformatics; Intensive care medicine; Spinal cord; Pharmacology; Internal medicine; Biology; Surgery; Psychiatry","score_opus":0.17963937201023644,"score_gpt":0.4638648474640648,"score_spread":0.28422547545382837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122736704","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":[0.0000088407705,0.9840703,0.00011971281,0.0007367156,0.012366278,0.0024054605,0.00010346038,0.0001449491,0.000044258977],"genre_scores_gemma":[0.0000010862489,0.99707067,0.0004419199,0.000016462029,0.00045861615,0.0010889858,0.0006561663,0.000066451794,0.00019961556],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768305,0.00007830774,0.000852891,0.0007050665,0.00016609835,0.0005145979],"domain_scores_gemma":[0.9986991,0.00011005256,0.00034318853,0.0007014776,0.00007192666,0.00007421201],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018186033,0.000489091,0.0029275634,0.0007236028,0.000055593246,0.000007847227,0.00028514824,0.00081913575,0.000021503874],"category_scores_gemma":[0.00028106067,0.00040104153,0.0007483211,0.0007591874,0.00012071223,0.000026035917,0.00026529515,0.0008563114,0.00005742599],"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":[0.000008937982,0.00021709102,0.000011793915,0.02507866,0.0004402862,0.0000040237446,0.000021040381,1.32726985e-8,0.0000012299354,0.0025495074,0.0108256545,0.9608418],"study_design_scores_gemma":[0.00082813494,0.00014181316,0.000020077186,0.02892194,0.0014259404,0.00008028911,0.000017119835,0.0000019255972,0.0000035464734,0.00015112021,0.9681231,0.00028499265],"about_ca_topic_score_codex":0.0000010170252,"about_ca_topic_score_gemma":5.4518085e-7,"teacher_disagreement_score":0.96055675,"about_ca_system_score_codex":0.000110174115,"about_ca_system_score_gemma":0.00029178153,"threshold_uncertainty_score":0.99984413},"labels":[],"label_agreement":null},{"id":"W3127077259","doi":"10.1016/j.copbio.2020.12.010","title":"Dendritic cell metabolism: moving beyond in vitro-culture-generated paradigms","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Deutsche Forschungsgemeinschaft","keywords":"In vitro; Dendritic cell; Function (biology); In vivo; Biology; Metabolism; Cellular metabolism; Cell metabolism; Cell biology; Computational biology; Neuroscience; Computer science; Immunology; Immune system; Biotechnology; Biochemistry","score_opus":0.04180719624773404,"score_gpt":0.3275474383462861,"score_spread":0.28574024209855203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127077259","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":[0.00012839344,0.9845804,0.00004201352,0.00010230484,0.013835503,0.00091204175,0.00015455832,0.00017478756,0.00007001229],"genre_scores_gemma":[0.00013318182,0.99586797,0.000089319845,0.000021503618,0.0001098787,0.0003847612,0.002831243,0.000090082794,0.00047207344],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944919,0.0015602795,0.0016326122,0.0011451633,0.000070450886,0.0010995924],"domain_scores_gemma":[0.998099,0.0002737426,0.00054068014,0.0009981024,0.00006154467,0.000026894779],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004752618,0.000931109,0.0032288176,0.0017828704,0.00015898436,0.00004637564,0.0010444985,0.0034985824,0.00022505346],"category_scores_gemma":[0.00019872586,0.000836173,0.0005883045,0.0018337957,0.00048431277,0.00011744096,0.00039697732,0.003439245,0.00041606848],"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":[0.00009513102,0.00064344343,0.0000029405537,0.0043531484,0.00018074106,0.00001707495,0.00017237842,0.0000010583934,0.019991484,0.002259889,0.0019093935,0.97037333],"study_design_scores_gemma":[0.0014542167,0.000066025845,0.000003865672,0.00627041,0.00011043569,0.00026206026,0.00008967716,0.0000011540318,0.019414369,0.000053583513,0.97149634,0.0007778784],"about_ca_topic_score_codex":0.000039552044,"about_ca_topic_score_gemma":0.000003847694,"teacher_disagreement_score":0.96959543,"about_ca_system_score_codex":0.00028343935,"about_ca_system_score_gemma":0.00054429483,"threshold_uncertainty_score":0.9994089},"labels":[],"label_agreement":null},{"id":"W3147045278","doi":"10.1016/j.copbio.2021.03.004","title":"Successful delivery of nutrition programs and the sustainable development goals","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nutrition International","funders":"","keywords":"Psychological intervention; Malnutrition; Business; Poverty; Sustainability; Sustainable development; Government (linguistics); Scale (ratio); Service delivery framework; Nutrition Education; Economic growth; Public economics; Environmental resource management; Service (business); Environmental health; Medicine; Marketing; Political science; Economics; Nursing","score_opus":0.0504789747800517,"score_gpt":0.3501265189293256,"score_spread":0.2996475441492739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3147045278","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":[0.0002756515,0.99405754,0.00002957176,0.0012127175,0.0021850786,0.0021325403,0.000008688865,0.00008603687,0.00001215406],"genre_scores_gemma":[0.00023283994,0.99830365,0.00017625402,0.0000079699,0.00015365123,0.00059483387,0.00049439335,0.00002801039,0.000008385976],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764633,0.00032073716,0.00095121557,0.0005102076,0.00017393647,0.00039756836],"domain_scores_gemma":[0.99886966,0.00016506892,0.00042214536,0.0003817092,0.00012424184,0.000037204805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040704373,0.00033790467,0.0013993887,0.00068515993,0.00011557288,0.00007184484,0.00045358422,0.0006746707,0.000010830042],"category_scores_gemma":[0.000083680345,0.00024442386,0.00020126034,0.0010004869,0.00049500965,0.00009247763,0.00040870978,0.0007442524,0.000004317572],"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":[0.000035721816,0.00051560247,0.000063133004,0.047544286,0.00003227951,0.0000019529498,0.000094152194,3.10324e-8,1.1740913e-7,0.0046519144,0.0006554487,0.94640535],"study_design_scores_gemma":[0.0016095004,0.00004530107,0.000008324362,0.033099163,0.00006407185,0.000041989686,0.00023523613,0.0000026363273,0.00009912543,0.0005331897,0.96401405,0.00024740904],"about_ca_topic_score_codex":0.000029525892,"about_ca_topic_score_gemma":0.0000049390655,"teacher_disagreement_score":0.9633586,"about_ca_system_score_codex":0.0001811467,"about_ca_system_score_gemma":0.000100682075,"threshold_uncertainty_score":0.99673164},"labels":[],"label_agreement":null},{"id":"W3179116297","doi":"10.1016/j.copbio.2021.06.009","title":"Engineering the plant microbiota in the context of the theory of ecological communities","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Armand Frappier Museum; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biological dispersal; Ecology; Biology; Context (archaeology); Selection (genetic algorithm); Resistance (ecology); Adaptation (eye); Agriculture; Environmental resource management; Environmental science; Computer science","score_opus":0.10246840522706152,"score_gpt":0.3006168584685733,"score_spread":0.19814845324151176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179116297","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":[0.015487635,0.98144984,6.5875435e-7,0.0006812131,0.0014248021,0.00046750932,0.00046040182,0.000012195995,0.000015752836],"genre_scores_gemma":[0.025584366,0.97409225,0.0000024490932,0.000017014443,0.000038332022,0.000045594144,0.0002151255,0.0000011096683,0.0000037816815],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981832,0.00085582025,0.0005632576,0.00013554296,0.000071465336,0.00019074674],"domain_scores_gemma":[0.99752104,0.0018639795,0.00031935543,0.00026308824,0.000025521338,0.0000070078872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006459803,0.00019337662,0.0006504525,0.000053573964,0.00009306749,0.000015909862,0.0015449611,0.0004049729,0.00006480117],"category_scores_gemma":[0.00014329968,0.00004856472,0.0002576364,0.00062154175,0.00035486175,0.000020123856,0.00046887618,0.0013863059,0.0000028188947],"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":[0.000008465732,0.0006928665,0.00012439088,0.0014337488,0.00005574028,7.7949466e-7,0.00041606065,0.0000017960992,0.0011776813,0.018334474,0.0013976869,0.9763563],"study_design_scores_gemma":[0.000045594054,0.000053834985,0.0007218366,0.00585745,0.000017757471,0.000078694524,0.0026855809,0.0000038620497,0.00010861943,0.000041430663,0.9902831,0.00010227429],"about_ca_topic_score_codex":0.00016885667,"about_ca_topic_score_gemma":0.0003338909,"teacher_disagreement_score":0.9888854,"about_ca_system_score_codex":0.00003869581,"about_ca_system_score_gemma":0.000027092387,"threshold_uncertainty_score":0.60228866},"labels":[],"label_agreement":null},{"id":"W3186441708","doi":"10.1016/j.copbio.2021.06.022","title":"Cytochromes P450 in the biocatalytic valorization of lignin","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Biotechnology and Biological Sciences Research Council; National Renewable Energy Laboratory; Research England; Natural Sciences and Engineering Research Council of Canada; Genome British Columbia; University of Portsmouth; Genome Canada; U.S. Department of Energy","keywords":"Lignin; Chemistry; Biochemical engineering; Organic chemistry; Depolymerization; Metabolic engineering; Biorefinery; Biotechnology; Enzyme; Raw material; Biology; Engineering","score_opus":0.0691203597970661,"score_gpt":0.35126613116360555,"score_spread":0.28214577136653946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186441708","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":[0.000013269886,0.99781173,0.00003510409,0.00004094928,0.0015263455,0.000313205,0.00002992958,0.000098164346,0.00013127805],"genre_scores_gemma":[0.0006102882,0.99862444,0.000034620163,9.769997e-7,0.00013539796,0.00010980958,0.00045240534,0.000029432784,0.0000026113191],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986915,0.000050009425,0.0006364297,0.00027329562,0.00011924808,0.00022949529],"domain_scores_gemma":[0.9992558,0.00009248623,0.00011474121,0.0005070627,0.000014469364,0.00001543677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015808993,0.00027488507,0.0008718857,0.0004297149,0.000010877447,0.000010884214,0.00054634514,0.0007916577,0.0000036870972],"category_scores_gemma":[0.00005090819,0.00021723783,0.00014870937,0.0012758569,0.00009124137,0.000027448843,0.00009599714,0.0007720459,0.000014760047],"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":[3.4156483e-7,0.00017405137,0.000013528831,0.07393894,0.00007156443,0.0000050746057,0.00014652273,0.000018004286,0.00023287965,0.0038489765,0.015289015,0.9062611],"study_design_scores_gemma":[0.00014863742,0.000014667402,0.0000022706738,0.019637031,0.00003406674,0.000027741633,0.00006254701,0.000038475053,0.0038323777,0.00007959337,0.9758556,0.00026698364],"about_ca_topic_score_codex":0.0000018870367,"about_ca_topic_score_gemma":6.841994e-7,"teacher_disagreement_score":0.9605666,"about_ca_system_score_codex":0.00010595718,"about_ca_system_score_gemma":0.000076115204,"threshold_uncertainty_score":0.88587016},"labels":[],"label_agreement":null},{"id":"W3186571995","doi":"10.1016/j.copbio.2021.07.001","title":"Enzymatic upgrading of heteroxylans for added-value chemicals and polymers","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"H2020 European Research Council; European Research Council; Genome Canada","keywords":"Xylan; Chemistry; Polysaccharide; Biochemistry; Enzyme; Laccase; Monooxygenase; Polymer; Organic chemistry; Cytochrome P450","score_opus":0.06377658682890494,"score_gpt":0.3455903647371031,"score_spread":0.28181377790819817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186571995","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":[0.000024126706,0.9947718,0.00043154618,0.000094544805,0.0039495593,0.000524762,0.000061761326,0.00013212903,0.000009775776],"genre_scores_gemma":[0.00005540015,0.9991479,0.00037231666,0.0000015379597,0.00013571791,0.000073718955,0.00017746219,0.000030506233,0.000005421114],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882114,0.000031048356,0.0005291143,0.00033281333,0.00006247652,0.00022338559],"domain_scores_gemma":[0.999496,0.000060500908,0.00012576085,0.00026825615,0.000013948157,0.00003557677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012071663,0.0002600472,0.0009619521,0.00045402913,0.000018396815,0.000007980795,0.00017730873,0.00075076194,0.00001953427],"category_scores_gemma":[0.00005387899,0.00024152611,0.00017229834,0.00035394603,0.0001206712,0.000027997145,0.00008299173,0.0004309134,0.0000031212167],"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":[0.000001049125,0.000024122477,0.0000011135735,0.07536495,0.00004559818,1.03027446e-7,0.000015906842,0.0000011020712,0.00014900923,0.00085867324,0.0013188001,0.9222196],"study_design_scores_gemma":[0.00018510627,0.000025246161,1.7262406e-7,0.010786408,0.00004681835,0.000022059523,0.000024434143,0.00022559344,0.0018633255,0.000048482772,0.98654735,0.00022502242],"about_ca_topic_score_codex":0.0000012190962,"about_ca_topic_score_gemma":7.02378e-8,"teacher_disagreement_score":0.98522854,"about_ca_system_score_codex":0.00007111804,"about_ca_system_score_gemma":0.000028200393,"threshold_uncertainty_score":0.9849149},"labels":[],"label_agreement":null},{"id":"W3207193341","doi":"10.1016/j.copbio.2021.09.007","title":"Zebrafish: a big fish in the study of the gut microbiota","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Occupational Cancer Research Centre; Université Laval","funders":"Canada First Research Excellence Fund; Fonds de recherche du Québec – Nature et technologies; Université Laval","keywords":"Danio; Zebrafish; Biology; Gut flora; Axenic; Fish <Actinopterygii>; Host (biology); Model organism; Gut–brain axis; Zoology; Evolutionary biology; Ecology; Genetics; Fishery; Gene; Immunology; Bacteria","score_opus":0.08757663737475796,"score_gpt":0.382751469159327,"score_spread":0.29517483178456905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207193341","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":[0.0052745687,0.98886645,0.000003249534,0.0006512928,0.0033247275,0.0017567836,0.000097569864,0.000009324045,0.000016017106],"genre_scores_gemma":[0.001478952,0.9977318,0.00000965754,0.000065074484,0.00022730794,0.0001474465,0.00029322287,0.000030246052,0.000016296553],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721134,0.00067657133,0.0008910068,0.0007022651,0.00011687419,0.00040196918],"domain_scores_gemma":[0.9980524,0.00004050527,0.00043604843,0.0014062714,0.00004229684,0.000022459804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043927992,0.0003797717,0.0010054312,0.0002940678,0.00006583914,0.000017815104,0.0014550961,0.0010690105,0.0000066804946],"category_scores_gemma":[0.00012714257,0.00023631637,0.0003033492,0.0010793982,0.0002100762,0.0000014276625,0.00076959206,0.0011470608,0.0000043027767],"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":[0.00001410498,0.003100172,0.00048453466,0.012459456,0.00014295957,0.000004200141,0.00039703512,0.0000012153891,0.0033161473,0.00042418044,0.029532101,0.9501239],"study_design_scores_gemma":[0.0004843883,0.00019376412,0.00042390294,0.004188607,0.000040819225,0.000058648246,0.00030580012,1.8877084e-7,0.00006863505,0.0000058041333,0.9940046,0.00022482887],"about_ca_topic_score_codex":0.00005007591,"about_ca_topic_score_gemma":0.00038338942,"teacher_disagreement_score":0.96447253,"about_ca_system_score_codex":0.000057166057,"about_ca_system_score_gemma":0.00044039072,"threshold_uncertainty_score":0.9636702},"labels":[],"label_agreement":null},{"id":"W4205417727","doi":"10.1016/j.copbio.2021.12.012","title":"Antigen-specific nanomedicines for the treatment of autoimmune disease: target cell types, mechanisms and outcomes","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Context (archaeology); Antigen; Bystander effect; Immunology; Major histocompatibility complex; In vivo; Autoimmune disease; Computational biology; Epitope; Biology; Antibody; Genetics","score_opus":0.06298900180628741,"score_gpt":0.3371849916191478,"score_spread":0.27419598981286036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205417727","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":[0.000035765628,0.986594,0.00029968077,0.00031452204,0.010224511,0.0020524352,0.00040094476,0.00007496589,0.0000031502595],"genre_scores_gemma":[0.00003389841,0.9976002,0.000078810925,0.0000052626424,0.000033109693,0.0010000725,0.0009168189,0.000051715764,0.0002801034],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977559,0.00033303216,0.00087844225,0.00054241,0.000050623337,0.00043959668],"domain_scores_gemma":[0.9975765,0.0010493329,0.0005328174,0.00080493395,0.000022221015,0.000014196074],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029276081,0.0005343025,0.0017371371,0.00061432464,0.00027418754,0.000008871709,0.0006018465,0.00061234867,0.0004347252],"category_scores_gemma":[0.0000506857,0.0003311654,0.0004628971,0.000376707,0.00057044043,0.000027855755,0.00015469447,0.00047375757,0.000020263555],"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":[0.00020393102,0.0006481916,0.000020708992,0.0019657898,0.00030297018,6.572824e-7,0.00011154118,6.270842e-7,0.00043185154,0.0037530991,0.00060858205,0.99195206],"study_design_scores_gemma":[0.001432453,0.00073297246,0.00013135592,0.00095054484,0.00009011945,0.000013122871,0.0000843612,0.0000013608332,0.00031565948,0.00016460447,0.99578285,0.00030058422],"about_ca_topic_score_codex":0.0000132879195,"about_ca_topic_score_gemma":3.7498427e-7,"teacher_disagreement_score":0.9951743,"about_ca_system_score_codex":0.00013238948,"about_ca_system_score_gemma":0.00020103353,"threshold_uncertainty_score":0.99991405},"labels":[],"label_agreement":null},{"id":"W4206295072","doi":"10.1016/j.copbio.2022.102681","title":"Strategies for production of hydrophobic compounds","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Intracellular; Biomolecule; Chemistry; Cell; Hydrophobic effect; Membrane; Cell membrane; Biophysics; Biochemistry; Cell biology; Biology","score_opus":0.06412303298245883,"score_gpt":0.35215936962806926,"score_spread":0.28803633664561046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206295072","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":[0.00019540683,0.9876686,0.00026576847,0.00003755053,0.010969212,0.0007625416,0.00005772657,0.000033199085,0.000010023141],"genre_scores_gemma":[0.00013027852,0.9974087,0.00023113326,6.9733085e-7,0.0007008641,0.0003085883,0.0011490438,0.000033369564,0.00003735737],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986314,0.00005928092,0.00048822392,0.000549133,0.00006583477,0.0002060827],"domain_scores_gemma":[0.9992266,0.0000056751232,0.00026619478,0.00045906682,0.000026640355,0.000015773503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022996131,0.0002525358,0.0006462197,0.00036972316,0.00004020568,0.0000059919817,0.00029130865,0.00046671467,0.000006759213],"category_scores_gemma":[0.00006305162,0.00024190897,0.00021336901,0.00037578572,0.00014003585,0.0000027624735,0.00013779018,0.00033061358,0.0000013038261],"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":[0.000022487373,0.00019456782,7.9695684e-7,0.02216228,0.0000671107,5.72072e-8,0.000016689934,0.00003846491,0.02748234,0.0015694465,0.005562415,0.9428834],"study_design_scores_gemma":[0.00012444395,0.00017943187,2.994118e-7,0.00092617725,0.0000365939,0.00003029344,0.000033755772,0.000002374166,0.002098012,0.000049375973,0.99630094,0.0002183081],"about_ca_topic_score_codex":0.000003989432,"about_ca_topic_score_gemma":0.0000011295186,"teacher_disagreement_score":0.9907385,"about_ca_system_score_codex":0.00004013719,"about_ca_system_score_gemma":0.00017345804,"threshold_uncertainty_score":0.9864761},"labels":[],"label_agreement":null},{"id":"W4280522800","doi":"10.1016/j.copbio.2022.102732","title":"Editorial overview: Chemical Biotechnology","year":2022,"lang":"en","type":"editorial","venue":"Current Opinion in Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Intracellular; Biomolecule; Chemistry; Cell; Cell membrane; Membrane; Biochemistry; Biology; Cell biology","score_opus":0.013408210919564161,"score_gpt":0.29146960879785055,"score_spread":0.2780613978782864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280522800","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":[0.0005997577,0.028160669,0.0001209276,0.00052484334,0.9696943,0.00036399532,0.0003230786,0.00019955666,0.000012861121],"genre_scores_gemma":[0.00013588852,0.06563892,0.00016767494,0.000005691468,0.92944336,0.00017373725,0.0042710504,0.000085182604,0.00007846876],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967279,0.000103010454,0.0006482866,0.0014268686,0.00044158415,0.00065236096],"domain_scores_gemma":[0.99836653,0.000020068093,0.00028674546,0.0011593596,0.00010147594,0.000065804415],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004682817,0.00055988017,0.00062802795,0.0006049826,0.00008267664,0.000022642062,0.0010615118,0.0049444507,0.00006884983],"category_scores_gemma":[0.0013146349,0.0006162349,0.00020665093,0.0006243013,0.00027873492,0.000004578926,0.0011051492,0.0029390103,0.000032199503],"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":[0.0000683147,0.00013219299,0.0000022898769,0.0001931247,0.000028431015,3.3671176e-7,0.0000043402047,0.000009805788,0.21851327,0.00018308318,0.77480626,0.006058541],"study_design_scores_gemma":[0.000740808,0.00023302143,9.589155e-7,0.00009294166,0.00001536816,0.000009472295,0.00001061673,0.000004416876,0.058785103,0.00006677191,0.9394716,0.00056893943],"about_ca_topic_score_codex":0.000033665812,"about_ca_topic_score_gemma":0.0000040349264,"teacher_disagreement_score":0.16466531,"about_ca_system_score_codex":0.00017076466,"about_ca_system_score_gemma":0.0002996163,"threshold_uncertainty_score":0.9996289},"labels":[],"label_agreement":null},{"id":"W4286203094","doi":"10.1016/j.copbio.2022.102753","title":"Advances in engineering and optimization of transcription factor-based biosensors for plug-and-play small molecule detection","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Biosensor; Computer science; Modular design; Context (archaeology); Orthogonality; Biochemical engineering; Nanotechnology; Plug and play; Molecular engineering; Computational biology; Engineering; Biology; Materials science; Mathematics","score_opus":0.03860099188889605,"score_gpt":0.32065243247764497,"score_spread":0.2820514405887489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286203094","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":[0.0011059754,0.97357666,0.023455072,0.000009881493,0.0010334834,0.00068711897,0.00010784806,0.00002240332,0.0000015423774],"genre_scores_gemma":[0.0038412595,0.99499285,0.00034744,0.0000021954356,0.00005102516,0.00036523328,0.00037040547,0.000028655832,9.1521844e-7],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886256,0.00006560543,0.00040493868,0.0004400171,0.000051836592,0.0001750442],"domain_scores_gemma":[0.9995496,0.00003358106,0.0001998362,0.00016987167,0.000016685924,0.000030414789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000083118706,0.00023531922,0.0004377751,0.00047209687,0.00003801019,0.000007737481,0.00010177411,0.00046527147,0.0000049725404],"category_scores_gemma":[0.00009445444,0.00023797537,0.0001177472,0.00024027312,0.00005948311,0.0000057164625,0.00005903729,0.00022556554,7.986806e-8],"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":[0.00007155139,0.00015367656,0.000031146923,0.017983174,0.000022289962,2.6613685e-7,0.000014612311,0.011556911,0.00683051,0.00008243349,0.000011799051,0.96324164],"study_design_scores_gemma":[0.00095175585,0.0006719451,0.000008431733,0.0027231877,0.000041329666,0.000009789695,0.000015430849,0.0052470905,0.008700268,0.00001835177,0.98117524,0.0004371616],"about_ca_topic_score_codex":0.0000056080303,"about_ca_topic_score_gemma":0.000006675061,"teacher_disagreement_score":0.98116344,"about_ca_system_score_codex":0.000039261904,"about_ca_system_score_gemma":0.00005328455,"threshold_uncertainty_score":0.9704354},"labels":[],"label_agreement":null},{"id":"W4295299058","doi":"10.1016/j.copbio.2022.102784","title":"Production of recombinant and therapeutic proteins in microalgae","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Bioproducts; Nutraceutical; Biotechnology; Extracellular vesicles; Recombinant DNA; Biochemical engineering; Biology; Biofuel; Food science; Biochemistry; Engineering; Cell biology","score_opus":0.08996627768930815,"score_gpt":0.34431025453818553,"score_spread":0.2543439768488774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295299058","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":[0.00025997806,0.98726076,0.0000027371523,0.00038122656,0.01086142,0.0011416398,0.0000052076753,0.000069307505,0.000017714807],"genre_scores_gemma":[0.00018234277,0.998978,0.000044198794,0.0000018322639,0.00012928569,0.00042497975,0.00017809274,0.00002471463,0.000036517253],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977284,0.00038321246,0.00077657687,0.0007437958,0.00008259868,0.00028543046],"domain_scores_gemma":[0.9990416,0.00004349243,0.00044471797,0.00043895637,0.00001488049,0.00001631571],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005077398,0.00031154597,0.0009975357,0.0009923212,0.000053137806,0.0000037350653,0.00028480447,0.00089546386,0.000066735396],"category_scores_gemma":[0.0001345294,0.00026201847,0.00010594123,0.0009837989,0.00032157003,0.00003328073,0.0002289324,0.0013074112,0.000010011685],"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":[0.000018681576,0.00021231879,0.00006699047,0.007906166,0.000021927177,4.3497027e-7,0.000031021023,6.6150744e-7,0.00003609474,0.006211498,0.00006681011,0.9854274],"study_design_scores_gemma":[0.00018579423,0.00018386936,0.000068363035,0.0028335738,0.000025632256,0.00006862893,0.00002655845,0.0000014306044,0.00009244111,0.0022438958,0.99402255,0.00024727875],"about_ca_topic_score_codex":0.000094130184,"about_ca_topic_score_gemma":0.000027825936,"teacher_disagreement_score":0.99395573,"about_ca_system_score_codex":0.00018934689,"about_ca_system_score_gemma":0.000101418635,"threshold_uncertainty_score":0.9999832},"labels":[],"label_agreement":null},{"id":"W4307957799","doi":"10.1016/j.copbio.2022.102822","title":"Manufacturing next-generation regulatory T-cell therapies","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; BC Children's Hospital; Canada's Michael Smith Genome Sciences Centre","funders":"","keywords":"FOXP3; Induced pluripotent stem cell; Genome editing; Cell therapy; Genetic enhancement; Immunology; Transduction (biophysics); Computational biology; Biology; Cell; Regulatory T cell; T cell; Bioinformatics; Medicine; Gene; Immune system; Genetics; Genome; Embryonic stem cell; IL-2 receptor","score_opus":0.24502948170256564,"score_gpt":0.4107519284894123,"score_spread":0.16572244678684664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307957799","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":[0.00010515334,0.9921376,0.000022481192,0.00031326458,0.005143448,0.0017391304,0.00002476899,0.0002321873,0.00028194214],"genre_scores_gemma":[0.0000132284795,0.99674404,0.00007437034,0.000012042978,0.0008490543,0.00047437535,0.0010028384,0.00010635455,0.00072372594],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970012,0.00030572724,0.000840318,0.0008468174,0.0004653763,0.0005405686],"domain_scores_gemma":[0.998372,0.00012800448,0.0002975464,0.0010971262,0.000020356729,0.00008493201],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054267916,0.00049394416,0.0015098175,0.0016805043,0.00012824876,0.000034513505,0.0005004225,0.0009700775,0.004997388],"category_scores_gemma":[0.00004900146,0.0004430861,0.00042327275,0.00064291205,0.00021384502,0.000061079845,0.00038780965,0.0026552512,0.00010085105],"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":[0.000020536034,0.00018448607,0.0000030245271,0.011272883,0.000056613833,0.0000054935526,0.000038119637,5.80163e-7,0.0002716175,0.00027227795,0.0018774985,0.98599684],"study_design_scores_gemma":[0.0006226133,0.00019842925,0.0000034687866,0.0031065296,0.00005866619,0.0001039485,0.00004415424,0.000019060268,0.0005803449,0.000038697777,0.99488366,0.00034040204],"about_ca_topic_score_codex":0.0000094430825,"about_ca_topic_score_gemma":0.0000020081175,"teacher_disagreement_score":0.99300617,"about_ca_system_score_codex":0.0009453273,"about_ca_system_score_gemma":0.00040931994,"threshold_uncertainty_score":0.9998021},"labels":[],"label_agreement":null},{"id":"W4313624842","doi":"10.1016/j.copbio.2022.102871","title":"Bio-based antimicrobial compositions and sensing technologies to improve food safety","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Antimicrobial; Contamination; Biotechnology; Food safety; Biochemical engineering; Nanotechnology; Chemistry; Microbiology; Materials science; Food science; Biology; Engineering","score_opus":0.055081953915050476,"score_gpt":0.32253372384124745,"score_spread":0.26745176992619696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313624842","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":[0.000042180003,0.9822819,0.0076349885,0.0008682789,0.0047111153,0.00089453615,0.00038601362,0.0031721967,0.000008761456],"genre_scores_gemma":[0.0003143517,0.99871516,0.0006635037,0.0000033695824,0.000098117795,0.000027534914,0.000110381494,0.000065573084,0.0000019967335],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839944,0.00003194917,0.0005834495,0.00050306646,0.00007443996,0.0004076493],"domain_scores_gemma":[0.9994035,0.000088665016,0.000075282966,0.00036682282,0.000020025043,0.00004572216],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010110264,0.00039873456,0.00094825804,0.0014233373,0.000078697245,0.000037629943,0.00020630003,0.0012163385,0.000001211221],"category_scores_gemma":[0.00006839195,0.00037836845,0.00015713631,0.0014166193,0.00017827384,0.000026746084,0.00018400016,0.0010504517,0.00006575027],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018848491,0.000016319396,2.9033532e-7,0.009602135,0.00003446011,0.0000010146869,0.0000023156713,0.000042884323,0.00014725533,0.00072962855,0.0003606945,0.9890611],"study_design_scores_gemma":[0.00020094823,0.00012206764,0.0000015421099,0.014559649,0.000064270884,0.00002267415,0.000011454245,0.0046025887,0.000669719,0.00018538265,0.9790212,0.0005385253],"about_ca_topic_score_codex":0.0000027423923,"about_ca_topic_score_gemma":0.0000064515057,"teacher_disagreement_score":0.9885226,"about_ca_system_score_codex":0.00017729307,"about_ca_system_score_gemma":0.00002939148,"threshold_uncertainty_score":0.99986684},"labels":[],"label_agreement":null},{"id":"W4386064590","doi":"10.1016/j.copbio.2023.102991","title":"Strategies for uncovering stable isotope tracing patterns between cell populations","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Genome British Columbia; Vancouver Island University; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Metabolomics Innovation Centre; Genome Canada; Canadian Institutes of Health Research; Genome British Columbia; Terry Fox Research Institute; Lotte and John Hecht Memorial Foundation","keywords":"Tracing; Computer science; Isolation (microbiology); Flux (metallurgy); Stable isotope ratio; Computational biology; Biochemical engineering; Biology; Biological system; Bioinformatics; Chemistry; Engineering","score_opus":0.1600498292757583,"score_gpt":0.405048036968033,"score_spread":0.24499820769227468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386064590","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":[0.0003086413,0.9831693,0.011471833,0.000051832572,0.003035188,0.0010639054,0.0007886231,0.00007407421,0.000036613314],"genre_scores_gemma":[0.00038937,0.9957537,0.00049020944,0.0000019375643,0.0006265635,0.00045385334,0.0021461598,0.000074789394,0.00006340116],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790674,0.00005735435,0.0007126233,0.0007254746,0.00009072899,0.0005070697],"domain_scores_gemma":[0.9990397,0.000047539947,0.00034559614,0.00048751727,0.000037809135,0.00004180436],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024333154,0.00042023452,0.0010910899,0.0005408935,0.00011329995,0.000045482375,0.00042164052,0.00080380327,0.000004813669],"category_scores_gemma":[0.00007327024,0.00039978596,0.0003144684,0.00045678008,0.00005977408,0.000006582203,0.00037458458,0.00042994553,0.000011303272],"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":[0.00001389511,0.00019804046,0.0008278855,0.060971763,0.00038225745,0.0000010123126,0.000041671326,0.00006725201,0.00038261205,0.013264581,0.005258425,0.9185906],"study_design_scores_gemma":[0.00024392986,0.00012018222,0.000032320855,0.0020427625,0.000090789115,0.0000018217457,0.00010566272,0.000005415384,0.0001568729,0.0009213612,0.9958694,0.00040945658],"about_ca_topic_score_codex":0.00002362299,"about_ca_topic_score_gemma":0.000037244175,"teacher_disagreement_score":0.990611,"about_ca_system_score_codex":0.0000617558,"about_ca_system_score_gemma":0.00017492686,"threshold_uncertainty_score":0.9998454},"labels":[],"label_agreement":null},{"id":"W4388338727","doi":"10.1016/j.copbio.2023.103007","title":"Advances in generative modeling methods and datasets to design novel enzymes for renewable chemicals and fuels","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Generative grammar; Renewable energy; Computer science; Biochemical engineering; Generative Design; Generative model; Bioenergy; Synthetic biology; Artificial intelligence; Engineering; Computational biology; Biology","score_opus":0.20068817652898424,"score_gpt":0.46842726315133076,"score_spread":0.2677390866223465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388338727","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":[0.000038275906,0.8984672,0.099354476,0.00007673584,0.00053185737,0.0010316713,0.00049118354,0.0000072926814,0.000001303685],"genre_scores_gemma":[0.000011457049,0.94739765,0.05129369,0.000008960903,0.00012957686,0.0006646469,0.00045762814,0.00003341578,0.0000029976761],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982358,0.00008717171,0.00049364433,0.0008198956,0.000041073643,0.00032240842],"domain_scores_gemma":[0.99937385,0.00011943748,0.0001265854,0.0003041319,0.000025342777,0.00005067556],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004828377,0.00032917145,0.00083355396,0.00029325855,0.000048059952,0.000016274647,0.00023305694,0.00055246544,2.8888581e-7],"category_scores_gemma":[0.00031375713,0.00030073634,0.00006098715,0.0002447737,0.000093918075,0.0000017570542,0.0005393228,0.00017801895,5.34491e-7],"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":[0.00002337113,0.00004568176,0.00000289064,0.004501041,0.000052895477,1.657827e-7,0.000031812448,0.00044422154,0.010967174,0.00040188702,0.0005243828,0.98300445],"study_design_scores_gemma":[0.00035267317,0.00015273441,3.9134338e-7,0.0019949137,0.00003186917,0.000007791848,0.00003496682,0.0008097872,0.0039649582,0.00094240194,0.9913275,0.00037998706],"about_ca_topic_score_codex":0.000008755493,"about_ca_topic_score_gemma":0.000016201453,"teacher_disagreement_score":0.9908031,"about_ca_system_score_codex":0.000024058088,"about_ca_system_score_gemma":0.00007262103,"threshold_uncertainty_score":0.99994445},"labels":[],"label_agreement":null},{"id":"W4389359685","doi":"10.1016/j.copbio.2023.103022","title":"The posttranslational regulation of amino acid transporters is critical for their function in the tumor microenvironment","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; Pacific Centre for Reproductive Medicine; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Transporter; Glycosylation; Ubiquitin; Function (biology); Tumor microenvironment; Post-translational regulation; Posttranslational modification; Phosphorylation; Cell biology; Biology; Amino acid; Computational biology; Chemistry; Biochemistry; Tumor cells; Cancer research; Gene; Enzyme","score_opus":0.08299246875779463,"score_gpt":0.3652961699365199,"score_spread":0.2823037011787253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389359685","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":[0.0005249712,0.9917332,0.004533762,0.0008263959,0.001054605,0.0010616779,0.00025257337,0.000008865614,0.0000039582587],"genre_scores_gemma":[0.0045610284,0.99366957,0.000079453304,0.0000100104035,0.00016415307,0.0003291472,0.0011540838,0.000027128015,0.0000054294856],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984218,0.00013863342,0.00068444764,0.00039384462,0.00012698656,0.0002342806],"domain_scores_gemma":[0.9991777,0.00016466338,0.00021573689,0.00039805105,0.00002810701,0.000015737436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000548829,0.00022466635,0.00036286452,0.00017659937,0.00007588244,0.000011438291,0.00032801396,0.00047025055,0.0000027682595],"category_scores_gemma":[0.00007583156,0.00014640854,0.00023740047,0.00024240713,0.00024210705,0.0000029605349,0.000034633093,0.00027026935,0.0000025796985],"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":[0.00006936878,0.00014837789,0.000093433344,0.0042427457,0.000057163314,1.2891086e-7,0.00007456078,0.00001330549,0.0061482056,0.003932652,0.00029902122,0.98492104],"study_design_scores_gemma":[0.0002518209,0.00022130096,0.0007193466,0.0010347555,0.00004777113,0.000002449815,0.000059741335,0.00004453165,0.002764077,0.0016432704,0.9930428,0.00016811519],"about_ca_topic_score_codex":0.0000021940684,"about_ca_topic_score_gemma":0.000011153831,"teacher_disagreement_score":0.9927438,"about_ca_system_score_codex":0.000031031843,"about_ca_system_score_gemma":0.000071862705,"threshold_uncertainty_score":0.59703666},"labels":[],"label_agreement":null},{"id":"W4389436571","doi":"10.1016/j.copbio.2023.103027","title":"Boundary flux analysis: an emerging strategy for investigating metabolic pathway activity in large cohorts","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Canadian Institutes of Health Research; Alberta Innovates - Health Solutions; Genome Canada","keywords":"Flux (metallurgy); Boundary (topology); Environmental science; Computational biology; Econometrics; Biology; Chemistry; Mathematics; Mathematical analysis","score_opus":0.0940175101388896,"score_gpt":0.39032146333297646,"score_spread":0.29630395319408687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389436571","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":[0.0061064586,0.98784584,0.0018310639,0.000036540187,0.0027899614,0.0009612943,0.00030605774,0.000120936784,0.00000186115],"genre_scores_gemma":[0.0016173926,0.9927063,0.00025047996,0.0000027964543,0.00074622984,0.00040860212,0.004166505,0.00006941375,0.000032260956],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728453,0.00019096721,0.00073940225,0.0010932506,0.000102511716,0.00058936153],"domain_scores_gemma":[0.9988279,0.000012061036,0.00035308112,0.0006921077,0.000044179968,0.0000706712],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000848159,0.0004742446,0.0014353493,0.0013412095,0.00007888799,0.00003513992,0.0003916328,0.0011406686,0.00000316155],"category_scores_gemma":[0.00025059222,0.0004655324,0.00037214806,0.002010035,0.00009866563,0.000011032502,0.00020094392,0.0007104713,0.0000057950374],"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":[0.000009435864,0.00022564956,0.00009531057,0.008017717,0.00042663128,7.756867e-7,0.00002420559,0.00021922725,0.012165975,0.0006362489,0.00018878902,0.97799003],"study_design_scores_gemma":[0.00028473642,0.00008954163,0.00010565956,0.0015629907,0.00024133506,0.0000072591956,0.000022916242,0.0003257848,0.0020826836,0.00005576709,0.9947095,0.0005118534],"about_ca_topic_score_codex":0.000025651232,"about_ca_topic_score_gemma":0.00010739567,"teacher_disagreement_score":0.99452066,"about_ca_system_score_codex":0.000049511073,"about_ca_system_score_gemma":0.00025870092,"threshold_uncertainty_score":0.99977964},"labels":[],"label_agreement":null},{"id":"W4389964900","doi":"10.1016/j.copbio.2023.103049","title":"Immune response to the components of lipid nanoparticles for ribonucleic acid therapeutics","year":2023,"lang":"en","type":"article","venue":"Current Opinion in Biotechnology","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Canada's Michael Smith Genome Sciences Centre","funders":"","keywords":"Immune system; Polyethylene glycol; Chemistry; Solid lipid nanoparticle; Drug delivery; Flexibility (engineering); Phospholipid; Lipid metabolism; Nanotechnology; Drug; Biochemistry; Pharmacology; Biology; Immunology; Materials science; Membrane; Organic chemistry","score_opus":0.06100789772522145,"score_gpt":0.33681661363177784,"score_spread":0.27580871590655637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389964900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99049675,0.0015262355,0.0005025286,0.005426634,0.0016245506,0.00034138415,0.00004978721,0.000029184448,0.0000029121684],"genre_scores_gemma":[0.9982702,0.0012724483,0.00008272799,0.00005569664,0.00010051293,0.00008931815,0.00008766997,0.000012761575,0.000028653938],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999113,0.00006804378,0.0002677696,0.00024014202,0.0000681572,0.00024284134],"domain_scores_gemma":[0.99942446,0.000032231277,0.00007078124,0.00039957868,0.00005164942,0.000021274687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034440646,0.00010687391,0.00013742685,0.00020772454,0.000049457023,0.0000068434133,0.000397176,0.00017796378,0.0000028343973],"category_scores_gemma":[0.000104481696,0.00008431706,0.00007114462,0.00030970402,0.000111874535,0.0000021808037,0.00021923063,0.00009533923,0.00003131094],"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":[0.00059940765,0.000056637953,0.00032798699,0.000023115903,0.000018175208,7.642369e-8,0.00006315497,0.000044742,0.9853083,0.00026467387,0.0017085966,0.0115851285],"study_design_scores_gemma":[0.0003923652,0.00049004116,0.0060027344,0.000048418577,0.0000031503516,0.0000018078107,0.00011146485,0.00017728846,0.76683915,0.0001049617,0.22573662,0.000091984155],"about_ca_topic_score_codex":0.0000029870648,"about_ca_topic_score_gemma":0.0000026501432,"teacher_disagreement_score":0.22402802,"about_ca_system_score_codex":0.000010131948,"about_ca_system_score_gemma":0.000025819905,"threshold_uncertainty_score":0.34383497},"labels":[],"label_agreement":null},{"id":"W4391598956","doi":"10.1016/j.copbio.2024.103068","title":"Mass spectrometry imaging methods for visualizing tumor heterogeneity","year":2024,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Spinal Cord Injury BC; Genome British Columbia; Vancouver Island University; University of Victoria","funders":"Metabolomics Innovation Centre; Terry Fox Research Institute; National Institute of Allergy and Infectious Diseases; British Columbia Knowledge Development Fund; Vancouver Island University; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Genome British Columbia; Canadian Institutes of Health Research; Lotte and John Hecht Memorial Foundation; University of Victoria; Genome Canada","keywords":"Mass spectrometry imaging; Biomolecule; Computational biology; Profiling (computer programming); Molecular imaging; Mass spectrometry; Tumor heterogeneity; Proteomics; Computer science; Chemistry; Biology; Cancer; Biochemistry; Chromatography","score_opus":0.10924274718880954,"score_gpt":0.4964310034737727,"score_spread":0.3871882562849632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391598956","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":[5.0150254e-7,0.9266644,0.06873602,0.00019434467,0.0017857259,0.000788684,0.00027165117,0.0011187632,0.00043991342],"genre_scores_gemma":[0.0000041450658,0.91704965,0.079541355,0.0000045825836,0.00054613315,0.002208835,0.00046772568,0.00014796664,0.00002960882],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99643916,0.000074188814,0.0011982082,0.0013859706,0.00013927573,0.0007631846],"domain_scores_gemma":[0.9979885,0.00026197804,0.0005068912,0.0011175188,0.000036528665,0.00008856525],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005729134,0.0007525372,0.0017819286,0.0016218405,0.00009975895,0.000095134164,0.0010889466,0.00082466466,0.00030183676],"category_scores_gemma":[0.00016952121,0.00069201965,0.0008226381,0.0016917222,0.00016965182,0.000049968974,0.00047421997,0.0018554191,0.000050348117],"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":[0.0000016992013,0.000088402194,0.0000045323586,0.046966914,0.00006333709,0.0000012263267,0.0000024858502,2.6394375e-8,0.00056542107,0.06316431,0.001325131,0.8878165],"study_design_scores_gemma":[0.00011469697,0.00001905064,6.483571e-8,0.010987646,0.00022414853,0.00008615213,0.000011058226,0.00024130977,0.0025742447,0.014078855,0.97104424,0.0006185336],"about_ca_topic_score_codex":0.000004549798,"about_ca_topic_score_gemma":4.0818034e-7,"teacher_disagreement_score":0.9697191,"about_ca_system_score_codex":0.00068731775,"about_ca_system_score_gemma":0.00014900159,"threshold_uncertainty_score":0.9995531},"labels":[],"label_agreement":null},{"id":"W4393075541","doi":"10.1016/j.copbio.2024.103095","title":"Editorial overview: Tumor–stroma crosstalk: Shaping and characterizing the metabolic microenvironment of tumors","year":2024,"lang":"en","type":"editorial","venue":"Current Opinion in Biotechnology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; Pacific Centre for Reproductive Medicine; University of British Columbia","funders":"","keywords":"Crosstalk; Stroma; Tumor microenvironment; Biology; Computational biology; Cancer research; Tumor cells; Physics; Immunology; Optics","score_opus":0.0186458919399824,"score_gpt":0.29721551122863266,"score_spread":0.27856961928865026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393075541","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":[0.010608557,0.24811706,0.00001006738,0.0002098779,0.7402086,0.0003505755,0.0004671908,0.00002389532,0.000004135083],"genre_scores_gemma":[0.0006097572,0.21270849,0.00002736648,0.000012285379,0.7858743,0.0001083319,0.0005713913,0.000058642094,0.000029448425],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973675,0.00009997036,0.000709685,0.00092952535,0.00039270366,0.00050059275],"domain_scores_gemma":[0.9986993,0.000049027778,0.0004146801,0.0007113769,0.00006103902,0.00006459723],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044219664,0.000490293,0.0007176317,0.0002665727,0.000086004504,0.00005343215,0.0006086498,0.0012677537,0.000007962722],"category_scores_gemma":[0.00027980324,0.00041258233,0.00021053608,0.00022149413,0.0006083004,0.000007778544,0.0009157852,0.001344607,0.000007928165],"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":[0.000072760755,0.000063385436,0.000024112845,0.00055556616,0.00007415514,3.661169e-7,0.00004901457,8.4042387e-7,0.123761676,0.00017339476,0.8683354,0.0068892953],"study_design_scores_gemma":[0.000666119,0.00013180134,0.00015417453,0.00061006885,0.00005725233,0.000009933013,0.000038576127,0.0000039907177,0.01565492,0.00008657079,0.98222816,0.00035841047],"about_ca_topic_score_codex":0.000049854225,"about_ca_topic_score_gemma":0.000012131222,"teacher_disagreement_score":0.11389276,"about_ca_system_score_codex":0.000046937643,"about_ca_system_score_gemma":0.00030128262,"threshold_uncertainty_score":0.99983263},"labels":[],"label_agreement":null},{"id":"W4393215734","doi":"10.1016/j.copbio.2024.103115","title":"Can digital twin efforts shape microorganism-based alternative food?","year":2024,"lang":"en","type":"article","venue":"Current Opinion in Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; University of Saskatchewan","funders":"","keywords":"Food security; Biotechnology; Biochemical engineering; Production (economics); Food processing; Population; Biology; Agriculture; Computer science; Ecology; Engineering; Economics; Food science","score_opus":0.014837130322453136,"score_gpt":0.26588679806346666,"score_spread":0.2510496677410135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393215734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637508,0.016916499,0.00510256,0.0026412425,0.010851085,0.0003084089,0.00017542906,0.00022418631,0.000029813076],"genre_scores_gemma":[0.99784124,0.0008564436,0.00016705411,0.000017474184,0.0007114066,0.000020494723,0.00033162895,0.000025891706,0.00002838452],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99898374,0.000013611305,0.00020188178,0.0004902591,0.00006345689,0.00024702528],"domain_scores_gemma":[0.99964947,0.0000032297621,0.000031649626,0.00025632305,0.000023671544,0.000035632118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079160054,0.00017556662,0.00013316538,0.00023860905,0.000025331665,0.000041628322,0.00018097968,0.00027020287,0.000011031678],"category_scores_gemma":[0.000052117226,0.0001678303,0.00006485761,0.00028775426,0.00009799417,0.0000047321687,0.000088014276,0.00024951377,0.000018809285],"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":[0.000018851975,0.00009145227,0.00023176309,0.00020267571,0.00003463776,0.0000013669104,0.000028132816,0.00012075795,0.91803306,0.0019205152,0.0030039863,0.0763128],"study_design_scores_gemma":[0.00023553568,0.0002064081,0.00011196113,0.00013604533,0.0000037876373,0.000025194691,0.000009881797,0.0005450196,0.5540489,0.00019567463,0.44427475,0.00020684421],"about_ca_topic_score_codex":0.0000050040285,"about_ca_topic_score_gemma":0.0000035890037,"teacher_disagreement_score":0.44127077,"about_ca_system_score_codex":0.00003378681,"about_ca_system_score_gemma":0.000060109407,"threshold_uncertainty_score":0.68439204},"labels":[],"label_agreement":null},{"id":"W4398193194","doi":"10.1016/j.copbio.2024.103143","title":"Synthetic biology advances towards a bio-based society in the era of artificial intelligence","year":2024,"lang":"en","type":"article","venue":"Current Opinion in Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; Canadian Institutes of Health Research","keywords":"Synthetic biology; Biology; Engineering ethics; Data science; Computational biology; Computer science; Engineering","score_opus":0.025185651368160426,"score_gpt":0.3215290280692673,"score_spread":0.2963433767011069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398193194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6618879,0.17708294,0.13597503,0.010520313,0.013446407,0.00080289325,0.000098343975,0.00015148697,0.00003468891],"genre_scores_gemma":[0.9887401,0.010085286,0.0007962176,0.000016158147,0.00026180194,0.000033779208,0.000057008692,0.000008502367,0.0000011325909],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990616,0.000053978147,0.00028469518,0.0003596182,0.000049701346,0.0001904087],"domain_scores_gemma":[0.9996467,0.0000106210655,0.000040482144,0.0002719593,0.000019551851,0.00001063419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035236345,0.00012228522,0.00014052057,0.00012583313,0.000017829747,0.00000851021,0.0002509708,0.00027335042,0.000005230706],"category_scores_gemma":[0.00009279437,0.000090763235,0.000083550716,0.0005076706,0.00024212612,0.0000032151481,0.00005002137,0.000340063,0.0000036671431],"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":[0.000018794459,0.00010894941,0.00006974572,0.00023969743,0.000008008997,1.9264027e-7,0.0000714627,0.00028595526,0.5695225,0.008881396,0.00014174503,0.42065158],"study_design_scores_gemma":[0.000095170195,0.00027525736,0.00022171861,0.00032827686,0.0000070492515,0.000014439647,0.00018613173,0.0029471773,0.75977236,0.0018171811,0.23411827,0.00021697683],"about_ca_topic_score_codex":0.000014644908,"about_ca_topic_score_gemma":0.0000057204174,"teacher_disagreement_score":0.4204346,"about_ca_system_score_codex":0.000014130101,"about_ca_system_score_gemma":0.00006159961,"threshold_uncertainty_score":0.37012172},"labels":[],"label_agreement":null},{"id":"W4399808991","doi":"10.1016/j.copbio.2024.103167","title":"Industrializing methanotrophs and other methylotrophic bacteria: from bioengineering to product recovery","year":2024,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial metabolism and enzyme function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Bacteria; Product (mathematics); Biology; Biochemical engineering; Chemistry; Engineering; Mathematics; Genetics","score_opus":0.07727135924836365,"score_gpt":0.34592954938246684,"score_spread":0.2686581901341032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399808991","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":[0.0007269431,0.9802925,0.0005487054,0.00013560429,0.017054396,0.0006600574,0.0005066744,0.00007188434,0.0000032237056],"genre_scores_gemma":[0.000014912697,0.9959941,0.0008217241,0.000016130642,0.0024289251,0.00014786948,0.00045621346,0.00009033382,0.000029791176],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978124,0.00013457476,0.0005739516,0.0010546122,0.000074666015,0.00034981535],"domain_scores_gemma":[0.9991799,0.000015477453,0.00014461885,0.0005694391,0.000018523237,0.000072060655],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023402314,0.00048734774,0.000961862,0.0006765594,0.000028472305,0.000040136503,0.00029570467,0.0011152428,0.000015536865],"category_scores_gemma":[0.00022445373,0.00042527192,0.00017621006,0.00058147014,0.00006293807,0.0000049717364,0.00048700633,0.0007174288,0.00006431451],"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":[0.000024465453,0.000028105047,0.0000011684625,0.0032206387,0.00014087732,7.6241463e-7,0.000009842527,0.0000035803507,0.02992001,0.00012840795,0.007097002,0.95942515],"study_design_scores_gemma":[0.00015022476,0.00009442008,0.0000012373915,0.004653063,0.00016356238,0.00001766365,0.000004181775,0.0000014362411,0.0026446104,0.000036946458,0.9918231,0.0004095593],"about_ca_topic_score_codex":0.000048749676,"about_ca_topic_score_gemma":0.000004342615,"teacher_disagreement_score":0.9847261,"about_ca_system_score_codex":0.000054136315,"about_ca_system_score_gemma":0.000101010235,"threshold_uncertainty_score":0.99981993},"labels":[],"label_agreement":null},{"id":"W4400069019","doi":"10.1016/j.copbio.2024.103166","title":"Biofabrication strategies for cardiac tissue engineering","year":2024,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Biofabrication; Tissue engineering; Biochemical engineering; Computer science; Computational biology; Biomedical engineering; Biology; Medicine; Engineering","score_opus":0.09246149813749856,"score_gpt":0.41901663727166966,"score_spread":0.3265551391341711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400069019","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":[6.8818304e-7,0.9720678,0.012087391,0.000079754864,0.013365532,0.0011182836,0.00012512633,0.0011177848,0.000037641807],"genre_scores_gemma":[0.000008263968,0.9969539,0.0009199566,2.6914543e-7,0.0005898885,0.001124667,0.00027768005,0.000114347815,0.000011007661],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981019,0.000028714761,0.00063613633,0.0004998507,0.00018051009,0.0005529229],"domain_scores_gemma":[0.99917275,0.00020624063,0.00005352275,0.00047308786,0.000026132677,0.00006825437],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035430898,0.00042009813,0.0009907322,0.0014192751,0.000021197442,0.00007774441,0.0005968554,0.0011759646,0.000010605056],"category_scores_gemma":[0.00017876572,0.00038565008,0.00022409094,0.0012406111,0.000097751945,0.000056863108,0.00019610145,0.001409679,0.00022806923],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.485235e-7,0.000009347836,1.1612204e-7,0.07264928,0.000048789534,3.4986525e-7,0.000009246222,0.000023807914,0.00001885991,0.007508743,0.004757807,0.9149734],"study_design_scores_gemma":[0.000046547128,0.000025250016,3.4483523e-7,0.015098296,0.000052496467,0.000004092473,0.0000076285687,0.0020724388,0.000035189685,0.00039950738,0.9819275,0.00033072254],"about_ca_topic_score_codex":0.0000024969565,"about_ca_topic_score_gemma":2.099882e-7,"teacher_disagreement_score":0.9771697,"about_ca_system_score_codex":0.0003476169,"about_ca_system_score_gemma":0.0001602586,"threshold_uncertainty_score":0.9998595},"labels":[],"label_agreement":null},{"id":"W4400846781","doi":"10.1016/j.copbio.2024.103165","title":"Advancing environmental biotechnology with microbial community modeling rooted in functional ‘omics","year":2024,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Omics; Biotechnology; Biology; Environmental biotechnology; Microbial population biology; Computational biology; Biochemical engineering; Microbial ecology; Bioinformatics; Engineering; Bacteria; Genetics","score_opus":0.03407029940970291,"score_gpt":0.2973620582488515,"score_spread":0.26329175883914857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400846781","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":[0.006355716,0.9858881,0.0030538621,0.00013486783,0.0037437193,0.0005752989,0.00013043798,0.00011558152,0.0000023730327],"genre_scores_gemma":[0.0031557071,0.99366796,0.00046780767,0.000004404617,0.00047440996,0.00009349049,0.0020399746,0.0000816997,0.000014564933],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777025,0.00015324286,0.0006777273,0.00081301905,0.000088585715,0.0004971615],"domain_scores_gemma":[0.99906987,0.0000067076035,0.00015944442,0.0007111858,0.0000114843,0.00004129125],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00035470704,0.0005526511,0.00087142445,0.00096200674,0.00007130418,0.000018073368,0.0004330823,0.0017138824,0.0000043841214],"category_scores_gemma":[0.000057628196,0.00048749952,0.0001735805,0.00061692507,0.00020915309,0.0000063758625,0.00046038537,0.0024293424,0.000025565],"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":[0.000087572866,0.0005903029,0.000015989153,0.010953131,0.00017714726,0.0000045649012,0.000034985966,0.0019821066,0.08225311,0.0003461827,0.00076120044,0.9027937],"study_design_scores_gemma":[0.00043035013,0.00018257578,0.0000021599792,0.004605427,0.00008488421,0.00028567962,0.000046463323,0.00039855635,0.002383762,0.00003001272,0.99094784,0.00060229545],"about_ca_topic_score_codex":0.00003284555,"about_ca_topic_score_gemma":0.000047826376,"teacher_disagreement_score":0.99018663,"about_ca_system_score_codex":0.00022950106,"about_ca_system_score_gemma":0.00015379881,"threshold_uncertainty_score":0.9998721},"labels":[],"label_agreement":null},{"id":"W4404282223","doi":"10.1016/j.copbio.2024.103226","title":"National phosphorus planning for food and environmental security","year":2024,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Phosphorus and nutrient management","field":"Environmental Science","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":"Western University","funders":"Natural Environment Research Council; Global Environment Fund; United Nations Environment Programme; Global Environment Facility","keywords":"Phosphorus; Food security; Business; Environmental science; Environmental planning; Chemistry; Biology; Ecology; Agriculture","score_opus":0.059871471835248,"score_gpt":0.3478874000929684,"score_spread":0.28801592825772043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404282223","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":[0.00005616234,0.9953278,0.000082648425,0.00011151617,0.0025741772,0.0011684246,0.00048293947,0.00008475948,0.00011158656],"genre_scores_gemma":[0.00032940475,0.99854004,0.000089268,0.00000813113,0.000099545956,0.0004932997,0.00038415924,0.000034424986,0.000021742366],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808586,0.000028884928,0.00046873154,0.0008031019,0.00024107308,0.0003723675],"domain_scores_gemma":[0.9995115,0.00005663763,0.00016009709,0.00021427844,0.0000014477333,0.00005604707],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027065704,0.0003766296,0.0006085217,0.00026523942,0.00007920516,0.000032402062,0.00034534393,0.00047144818,0.000056801982],"category_scores_gemma":[0.000025054573,0.0003307747,0.00016660486,0.00032359,0.00026090626,0.00006551798,0.0008587399,0.0005745213,0.00013863778],"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":[0.000006761622,0.00015836245,0.00007035688,0.004692647,0.000048157643,9.826833e-7,0.000063232714,0.000002970488,3.7003244e-7,0.005987703,0.025356084,0.9636124],"study_design_scores_gemma":[0.00020649367,0.0001284586,0.000009470166,0.002778916,0.00006479222,0.000012219096,0.00002492048,0.0002212028,0.0000033729966,0.0050626127,0.99115735,0.00033017425],"about_ca_topic_score_codex":0.0000031782852,"about_ca_topic_score_gemma":0.0000013488317,"teacher_disagreement_score":0.9658013,"about_ca_system_score_codex":0.00052513956,"about_ca_system_score_gemma":0.000021236965,"threshold_uncertainty_score":0.9999144},"labels":[],"label_agreement":null},{"id":"W4407897445","doi":"10.1016/j.copbio.2025.103271","title":"Machine learning in wastewater: opportunities and challenges — “not everything is a nail!”","year":2025,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nail (fastener); Wastewater; Computer science; Environmental science; Engineering; Waste management; Mechanical engineering","score_opus":0.237672466177047,"score_gpt":0.3664149655154229,"score_spread":0.12874249933837592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407897445","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":[0.00014551595,0.9924092,0.000004861595,0.004638471,0.0016878857,0.0005372669,0.00002653696,0.00047895746,0.000071270624],"genre_scores_gemma":[0.000107114654,0.9992245,0.00023913597,0.00000655048,0.000040033454,0.000197335,0.000040083054,0.00003158633,0.0001136644],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970675,0.0003043913,0.00084408716,0.0009801057,0.00022677782,0.00057713874],"domain_scores_gemma":[0.9988207,0.00020945519,0.00029968438,0.00062246853,0.000004426705,0.000043254662],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00068169134,0.0005474102,0.0013137225,0.0011508951,0.000085493164,0.00003758897,0.00088283647,0.0012887585,0.000036686764],"category_scores_gemma":[0.00025792146,0.0004953823,0.00011537277,0.00057364104,0.0005588437,0.00014616393,0.00255043,0.0019423862,0.000046013098],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002824319,0.000048697635,0.00017935474,0.013467588,0.000011109371,0.0000053314666,0.00022411605,0.0000020059654,0.0000010536371,0.001102848,0.00012699552,0.98482805],"study_design_scores_gemma":[0.00017496107,0.000060749117,0.00003640809,0.018583642,0.000018258388,0.00002248761,0.0002378341,0.000028835768,0.00004362075,0.0006895016,0.9796622,0.00044154568],"about_ca_topic_score_codex":0.00016513227,"about_ca_topic_score_gemma":0.000018475412,"teacher_disagreement_score":0.9843865,"about_ca_system_score_codex":0.00043166382,"about_ca_system_score_gemma":0.000045250068,"threshold_uncertainty_score":0.9997498},"labels":[],"label_agreement":null},{"id":"W4411369822","doi":"10.1016/j.copbio.2025.103321","title":"Carbon-efficient waste upcycling: combining syngas fermentation and chain elongation with synthetic consortia","year":2025,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Syngas; Bioprocess; Waste management; Fermentation; Biochemical engineering; Synthetic biology; Carbon fibers; Pulp and paper industry; Environmental science; Chemistry; Materials science; Engineering; Chemical engineering; Organic chemistry; Catalysis","score_opus":0.021926483710906202,"score_gpt":0.3112814594414583,"score_spread":0.2893549757305521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411369822","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":[0.008169916,0.9877955,0.0006363089,0.00009364186,0.002480286,0.0007389398,0.000019847585,0.000052067313,0.0000134918955],"genre_scores_gemma":[0.00704266,0.992026,0.0001266774,0.000003096974,0.0001912452,0.0001244382,0.00043075808,0.000026471527,0.000028692957],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842155,0.0000998715,0.00045597376,0.0006876089,0.00007997931,0.00025504644],"domain_scores_gemma":[0.99930394,0.000010903542,0.00023855489,0.00036800592,0.00004492639,0.000033689397],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022929988,0.00033636088,0.00060609967,0.00045342816,0.000052455824,0.000018230543,0.00015537009,0.00059389404,9.8443e-7],"category_scores_gemma":[0.00013369533,0.0002927286,0.00007016019,0.00039204612,0.00014931867,0.0000016891993,0.00012417797,0.00040008992,0.0000011241082],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031125648,0.00014381335,0.000030422918,0.016688885,0.00010742522,7.884974e-7,0.000041815147,0.00022275606,0.011248685,0.0009918488,0.000075302814,0.97041714],"study_design_scores_gemma":[0.0012832931,0.00046739273,0.000018104354,0.03639895,0.00034728035,0.00020062685,0.00017858176,0.0005677802,0.012655708,0.000029805564,0.946633,0.0012194642],"about_ca_topic_score_codex":0.000006604687,"about_ca_topic_score_gemma":0.0000017428639,"teacher_disagreement_score":0.9691977,"about_ca_system_score_codex":0.000045449095,"about_ca_system_score_gemma":0.000117470154,"threshold_uncertainty_score":0.9999525},"labels":[],"label_agreement":null},{"id":"W4412196453","doi":"10.1016/j.copbio.2025.103334","title":"Synergizing gene editing and cellular agriculture for a sustainable and healthy food future","year":2025,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Ste. Anne's Hospital","funders":"","keywords":"Agriculture; Sustainable agriculture; Biotechnology; Business; Biology; Ecology","score_opus":0.016847195656952356,"score_gpt":0.34147351870571446,"score_spread":0.3246263230487621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412196453","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":[0.000075658696,0.9918155,0.0051399283,0.00019941243,0.0017588781,0.00092973385,0.000043228538,0.000030685118,0.0000069970965],"genre_scores_gemma":[0.000077169214,0.99709237,0.0005438156,0.000007702508,0.0013618288,0.000280528,0.0005678776,0.000025328274,0.000043363598],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849826,0.00003514401,0.0003644775,0.0006317359,0.000049078346,0.0004212912],"domain_scores_gemma":[0.9994793,0.0000269374,0.00012945481,0.0002600985,0.00004821067,0.000055988206],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015529584,0.00034202376,0.00064055773,0.00026829678,0.00009378471,0.000026580015,0.00017797024,0.001103687,4.5004765e-7],"category_scores_gemma":[0.00010438904,0.00030289954,0.00011350277,0.00025590797,0.00005999342,0.0000028316042,0.00033245995,0.00039957353,1.6995226e-7],"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":[0.000011721953,0.00004815982,0.0000073500814,0.087813236,0.000084597545,0.000001275858,0.000018628994,0.0000065282516,0.00053392886,0.0041793864,0.0040743533,0.90322083],"study_design_scores_gemma":[0.000318394,0.00023260085,0.0000010168881,0.002591462,0.000049612598,0.000026416837,0.00013464293,0.00000843328,0.00091433525,0.000060817074,0.9953853,0.00027695307],"about_ca_topic_score_codex":0.0000018008346,"about_ca_topic_score_gemma":0.000002715144,"teacher_disagreement_score":0.99131095,"about_ca_system_score_codex":0.000029477435,"about_ca_system_score_gemma":0.00010267391,"threshold_uncertainty_score":0.9999423},"labels":[],"label_agreement":null}]}