{"meta":{"query_hash":"b84ff27316b5","filters":{"topic":"Molecular Communication and Nanonetworks"},"cohort_total":280,"direct_labels_cover":0,"predictions_cover":280,"exported":280,"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/b84ff27316b5","api":"https://metacan.xera.ac/api/v1/cohort?topic=Molecular+Communication+and+Nanonetworks"},"results":[{"id":"W1492595292","doi":"","title":"Centre for Research on Biological Communication Systems (CRBCS): An integrated systems approach to communication","year":2002,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Communications system; Systems research; Computer science; Systems engineering; Research center; Engineering; Telecommunications; Ecology; Biology; Medicine","score_opus":0.15121143639730866,"score_gpt":0.2997292148369435,"score_spread":0.14851777843963482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1492595292","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17583096,0.045995224,0.4793632,0.0042736246,0.0027977966,0.019559568,0.0020197409,0.0029837426,0.26717615],"genre_scores_gemma":[0.9926931,0.0007776377,0.004841786,0.000131794,0.00005746919,0.00023736335,0.0007373287,0.000053133186,0.00047038053],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99828684,0.00052467413,0.00031079174,0.00020224339,0.00017556168,0.0004998682],"domain_scores_gemma":[0.9970612,0.00027138268,0.000033971675,0.0017227555,0.0003530856,0.00055763614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007893623,0.00016846943,0.00020429582,0.00034679216,0.00034648742,0.00020272865,0.0010295787,0.00028036194,0.00001678979],"category_scores_gemma":[0.0001425538,0.00016956925,0.00003537056,0.0005722212,0.00007625453,0.00005686136,0.00004658721,0.00052925514,0.00008515824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011115438,0.00010806913,0.00003391596,0.00006601518,0.00004418465,0.0000014418742,0.00074713124,0.81005764,0.0008473064,0.026818935,0.15772186,0.003542381],"study_design_scores_gemma":[0.0001703,0.000053799635,0.00010692488,0.00009362908,0.0000064198534,0.000003924748,0.0013714193,0.87604845,0.0000073905453,0.000016980322,0.121930555,0.00019022646],"about_ca_topic_score_codex":0.00469817,"about_ca_topic_score_gemma":0.0016073743,"teacher_disagreement_score":0.81686217,"about_ca_system_score_codex":0.00062539056,"about_ca_system_score_gemma":0.000046291276,"threshold_uncertainty_score":0.7102259},"labels":[],"label_agreement":null},{"id":"W1512315654","doi":"10.1109/infcomw.2015.7179319","title":"Molecular MIMO communication link","year":2015,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"MIMO; Molecular communication; 3G MIMO; Computer science; Spatial multiplexing; Data stream mining; Multi-user MIMO; Communications system; Link (geometry); Electronic engineering; Telecommunications; Computer network; Engineering; Data mining; Channel (broadcasting); Transmitter","score_opus":0.019875475434514858,"score_gpt":0.2283286963374725,"score_spread":0.20845322090295765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1512315654","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036162935,0.010366345,0.2449595,0.0017279377,0.00016768581,0.00019182135,7.4633914e-7,0.0011135342,0.7053095],"genre_scores_gemma":[0.9880669,0.00020385774,0.011198867,0.00025925925,0.000012955276,0.0000106326315,0.000021492036,0.000017344775,0.00020867462],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996492,0.000039099785,0.00010125364,0.000045306482,0.00007784937,0.00008726913],"domain_scores_gemma":[0.99920374,0.000012468297,0.000008949606,0.00065419334,0.000039503135,0.000081133934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012211352,0.00005892271,0.000058147325,0.00002997038,0.00003360975,0.000014431831,0.0002517444,0.00005150795,0.00003976308],"category_scores_gemma":[0.000012554867,0.000060081453,0.000024538347,0.00011389793,0.000014798602,0.000042859443,0.000085285086,0.00010654151,0.00013433333],"study_design_candidate":"simulation_or_modeling","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":[0.00002340211,0.000120286226,0.00064775837,0.00005285527,0.0002466827,0.000021895157,0.0027569977,0.4266784,0.027432924,0.18921189,0.18146499,0.17134193],"study_design_scores_gemma":[0.00056711544,0.000018412376,0.00011242915,0.000018429051,0.000012086003,0.000008021658,0.000076534365,0.39485624,0.01679216,0.0023416067,0.5849105,0.0002864472],"about_ca_topic_score_codex":0.000008252765,"about_ca_topic_score_gemma":0.000007966768,"teacher_disagreement_score":0.951904,"about_ca_system_score_codex":0.000022144248,"about_ca_system_score_gemma":0.000007936665,"threshold_uncertainty_score":0.24500506},"labels":[],"label_agreement":null},{"id":"W160755956","doi":"10.5220/0002757303270332","title":"CHARACTERIZATION OF MOLECULAR COMMUNICATION CHANNEL FOR NANOSCALE NETWORKS","year":2010,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":28,"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 Ottawa","funders":"","keywords":"Molecular communication; Channel (broadcasting); Computer science; Transceiver; Dimension (graph theory); Nanoscopic scale; Throughput; Nanotechnology; Electronic engineering; Topology (electrical circuits); Telecommunications; Materials science; Wireless; Engineering; Electrical engineering; Mathematics","score_opus":0.006087198052391064,"score_gpt":0.20139382638260497,"score_spread":0.19530662833021392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W160755956","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20408882,0.00014629746,0.79161984,0.00010761642,0.0001923707,0.0002962593,0.0000044046064,0.00014847444,0.003395905],"genre_scores_gemma":[0.9937225,0.00018479978,0.0056061763,0.00007458207,0.000020879223,0.00006292323,0.00022292818,0.000025023568,0.00008020249],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995823,0.000017512564,0.00018287846,0.00006191483,0.00005035571,0.0001050436],"domain_scores_gemma":[0.99928313,0.00002978343,0.00003990427,0.00054441905,0.00006860022,0.000034185494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012372082,0.00007437194,0.00009986049,0.00004193886,0.000037299807,0.000011536838,0.0002359282,0.000107848,0.000036354188],"category_scores_gemma":[0.000010222976,0.000078810524,0.000050800852,0.00011608542,0.00002611301,0.000055268825,0.000031763422,0.00012760628,0.0000022467964],"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":[0.000004351844,0.000018430468,0.000016249513,0.000015555208,0.000015147808,4.6469097e-8,0.00003819902,0.0053600646,0.9838926,0.0062990454,0.00014567723,0.004194598],"study_design_scores_gemma":[0.00026279635,0.000013271398,0.0004668147,0.0000135746595,0.000011075556,0.0000011734603,0.000005826155,0.6748363,0.31661516,0.00023959331,0.00740501,0.00012942983],"about_ca_topic_score_codex":0.0000023765938,"about_ca_topic_score_gemma":0.000016103118,"teacher_disagreement_score":0.7896337,"about_ca_system_score_codex":0.0000045757147,"about_ca_system_score_gemma":0.000004233611,"threshold_uncertainty_score":0.32138},"labels":[],"label_agreement":null},{"id":"W1683645507","doi":"10.1109/icc.2015.7248471","title":"Multi-scale stochastic simulation for diffusive molecular communication","year":2015,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":4,"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":"Mesoscopic physics; Computer science; Stochastic simulation; Scale (ratio); Molecular communication; Diffusion; Statistical physics; Simulation; Algorithm; Physics; Mathematics; Telecommunications","score_opus":0.036706233364714534,"score_gpt":0.295804768801685,"score_spread":0.2590985354369705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1683645507","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":[0.0036118545,0.0030555837,0.98941374,0.00007878422,0.00023435858,0.0013671486,0.000030196396,0.00048308316,0.0017252503],"genre_scores_gemma":[0.88386005,0.00009619745,0.11420701,0.000079561316,0.000033780703,0.00044834975,0.0010001637,0.00008629643,0.00018856212],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99899536,0.00008120122,0.00035940076,0.00021793034,0.00015012002,0.00019599988],"domain_scores_gemma":[0.99787784,0.00014183142,0.00009511073,0.0014996603,0.00027868035,0.00010689437],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002359486,0.00026182068,0.0002791744,0.00010400064,0.00006061735,0.000066564484,0.0005953195,0.00037729525,0.000024311037],"category_scores_gemma":[0.00006871896,0.00029063513,0.0001519907,0.00008264841,0.000033666274,0.000041226293,0.00043884633,0.00044073162,0.00002251922],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010781036,0.000032516222,0.0000015667374,0.000061680184,0.00005453999,1.7037803e-7,0.00022906564,0.9961417,0.00088945025,0.00011443908,0.00073294365,0.0017311521],"study_design_scores_gemma":[0.0009125226,0.000009423358,0.000023900588,0.0000780826,0.00005778533,4.408056e-7,0.0000322899,0.99560827,0.00024541575,0.0011955898,0.0015225335,0.00031377134],"about_ca_topic_score_codex":0.000014595229,"about_ca_topic_score_gemma":0.00004466067,"teacher_disagreement_score":0.88024825,"about_ca_system_score_codex":0.00014382589,"about_ca_system_score_gemma":0.000039258644,"threshold_uncertainty_score":0.9999546},"labels":[],"label_agreement":null},{"id":"W1826994112","doi":"10.1152/physiologyonline.2002.17.1.32","title":"From Funny Current to HCN Channels: 20 Years of Excitation","year":2002,"lang":"en","type":"review","venue":"Physiology","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":212,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Current (fluid); Excitation; Chemistry; Physics; Oceanography; Geology","score_opus":0.06688823110339043,"score_gpt":0.3156815828785612,"score_spread":0.24879335177517076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1826994112","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":[0.000026804157,0.9977731,0.0008405117,0.000003438379,0.0006719869,0.00021892409,0.000035583733,0.000053222728,0.00037642056],"genre_scores_gemma":[0.0003515914,0.9986177,0.00020394429,0.000009829884,0.00026222575,0.00007801403,0.00040960158,0.000035698085,0.000031412885],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992645,0.00010559467,0.0002906387,0.00015179446,0.000053747357,0.00013377525],"domain_scores_gemma":[0.99928933,0.00009795886,0.00007421009,0.0004736077,0.000018797815,0.000046117322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000035394227,0.00015388007,0.00064435485,0.000104083854,0.000009401721,0.0000038939966,0.00029202987,0.00014566399,0.00013975226],"category_scores_gemma":[0.0000144273445,0.00016185716,0.00016218644,0.00019120616,0.000015445476,0.000013641,0.0000674487,0.00021700936,0.00034234446],"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":[6.374181e-7,0.000013422222,1.1462405e-8,0.00075778086,0.00005853473,2.8354526e-7,0.00007096227,0.00041625847,0.000074285825,0.000038429433,0.003412042,0.99515736],"study_design_scores_gemma":[0.00003497037,0.000009305955,0.0000068639106,0.0010760499,0.00006169258,3.7348642e-7,0.0000015318317,0.0012930165,0.000002275466,0.00012851825,0.9972457,0.00013964665],"about_ca_topic_score_codex":0.0000055225346,"about_ca_topic_score_gemma":0.0000012390349,"teacher_disagreement_score":0.9950177,"about_ca_system_score_codex":0.000026500336,"about_ca_system_score_gemma":0.00000857322,"threshold_uncertainty_score":0.6600343},"labels":[],"label_agreement":null},{"id":"W1838805694","doi":"10.1007/978-3-319-06944-9_13","title":"Improving Diffusion-Based Molecular Communication with Unanchored Enzymes","year":2014,"lang":"en","type":"book-chapter","venue":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":3,"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":"Molecular communication; Enzyme; Expression (computer science); Molecular dynamics; Upper and lower bounds; Intersymbol interference","score_opus":0.007900603019321762,"score_gpt":0.19146819936373813,"score_spread":0.18356759634441636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1838805694","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020935664,0.0022219992,0.9938126,0.0003090123,0.00014467824,0.00051744876,0.000027521628,0.00013056202,0.00262678],"genre_scores_gemma":[0.09715703,0.00027866292,0.9020461,0.00019501611,0.00005131244,0.00004816104,0.00013769188,0.00005305257,0.000032961118],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99890846,0.000017702501,0.00053101586,0.00011364887,0.00022318316,0.00020597073],"domain_scores_gemma":[0.9982247,0.00026604292,0.00032079758,0.0009971178,0.00014173628,0.000049648068],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027335613,0.00031411435,0.00036206632,0.00017911737,0.0006044411,0.0001285604,0.0014086193,0.00023960136,0.0000015997084],"category_scores_gemma":[0.000025693595,0.000253402,0.0001578913,0.00018030812,0.0004046968,0.00009863463,0.00032608362,0.0004851427,4.4017824e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020257899,0.0000055179485,0.0000015858259,0.00020767853,0.000058978847,3.9952567e-8,0.00020611775,0.9561177,0.000049784874,0.019008044,0.000041077452,0.024301454],"study_design_scores_gemma":[0.00029154407,0.00004176676,0.000010538921,0.0003657297,0.00006980173,0.00000365908,0.000001962981,0.9731829,0.00044514623,0.00017925227,0.02508423,0.00032343846],"about_ca_topic_score_codex":0.00001969715,"about_ca_topic_score_gemma":0.00007647562,"teacher_disagreement_score":0.09694767,"about_ca_system_score_codex":0.00006386271,"about_ca_system_score_gemma":0.00008672654,"threshold_uncertainty_score":0.99999183},"labels":[],"label_agreement":null},{"id":"W1904349907","doi":"10.1109/tmbmc.2015.2465513","title":"Defining Communication at the Bottom","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Interoperability; Scope (computer science); Computer science; Scale (ratio); Field (mathematics); Cover (algebra); Data science; Systems engineering; Management science; Engineering; World Wide Web; Mathematics; Geography; Mechanical engineering","score_opus":0.047658263989912845,"score_gpt":0.26851908783238176,"score_spread":0.2208608238424689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1904349907","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048033856,0.021238036,0.92128116,0.003470757,0.00016616912,0.0005719525,0.00006693355,0.0004169505,0.0047541666],"genre_scores_gemma":[0.9605868,0.006034228,0.03239835,0.00046034958,0.000004293105,0.0001994828,0.00007557096,0.000027615137,0.00021329815],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99865544,0.00046539423,0.0003145309,0.00019591728,0.0001343544,0.00023436184],"domain_scores_gemma":[0.9972273,0.00027845302,0.000050265287,0.0021731071,0.00008503122,0.00018583714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003705069,0.00021165004,0.0001859089,0.000066491964,0.0006242253,0.000054252003,0.0009393753,0.00019668807,0.000038168844],"category_scores_gemma":[0.000017875263,0.00015842917,0.000114038616,0.00028346703,0.0004829489,0.000058731635,0.000052366937,0.0006496512,0.0001369175],"study_design_candidate":"simulation_or_modeling","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":[0.0003792564,0.0033102054,0.0017628602,0.00007020062,0.0011773007,0.000018112356,0.0070032235,0.24607664,0.14447443,0.012849597,0.008913071,0.5739651],"study_design_scores_gemma":[0.004672438,0.00042656428,0.0021940623,0.0001923444,0.00026999338,0.00018409512,0.0015803669,0.7801421,0.048257977,0.0014254675,0.1587736,0.0018809385],"about_ca_topic_score_codex":0.000028910044,"about_ca_topic_score_gemma":0.00032075492,"teacher_disagreement_score":0.91255295,"about_ca_system_score_codex":0.000081352366,"about_ca_system_score_gemma":0.000018406898,"threshold_uncertainty_score":0.6460554},"labels":[],"label_agreement":null},{"id":"W1912695451","doi":"10.1109/icc.2015.7248467","title":"Under-water molecular signalling: A hidden transmitter and absent receivers problem","year":2015,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Transmitter; Molecular communication; Crash; Computer science; Signalling; Computer network; Real-time computing; Mathematics","score_opus":0.019187472864835,"score_gpt":0.2032729651987043,"score_spread":0.1840854923338693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1912695451","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27839887,0.0026263904,0.5774877,0.0030991882,0.00013644766,0.0005064372,0.0000011580197,0.00069151574,0.13705227],"genre_scores_gemma":[0.99085236,0.000109512795,0.008180725,0.0004219594,0.00001163379,0.000011387128,0.000009193101,0.000023502653,0.00037974629],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999506,0.000027331687,0.00011495227,0.00009730579,0.00009876442,0.00015565287],"domain_scores_gemma":[0.999667,0.0000070525075,0.000005760142,0.00017926792,0.000023273678,0.00011768137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010229282,0.00009596055,0.00008662,0.000039129656,0.000018817283,0.000031444644,0.000103002734,0.000060822596,0.00009515662],"category_scores_gemma":[7.7833334e-7,0.00007575398,0.000028623039,0.00004933023,0.000019367177,0.000044830238,0.000023510984,0.000100331396,0.000052341195],"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":[0.00009512519,0.00018673886,0.000490615,0.00025924348,0.00080750225,0.00013965805,0.008707044,0.2877073,0.5787406,0.01645957,0.042331606,0.06407501],"study_design_scores_gemma":[0.005061272,0.00024055295,0.00022017102,0.00014703206,0.00015832519,0.0000898996,0.00095122907,0.29769406,0.41169485,0.019087087,0.26275584,0.0018996592],"about_ca_topic_score_codex":0.000010092203,"about_ca_topic_score_gemma":0.000006861835,"teacher_disagreement_score":0.7124535,"about_ca_system_score_codex":0.000022018063,"about_ca_system_score_gemma":0.0000058545033,"threshold_uncertainty_score":0.30891576},"labels":[],"label_agreement":null},{"id":"W1968359804","doi":"10.1109/icc.2014.6883880","title":"Diffusive molecular communication with disruptive flows","year":2014,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":28,"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":"Molecular communication; Detector; Diffusion; Flow (mathematics); Transmission (telecommunications); Advection; Information flow; Mechanics; Function (biology); Information transmission; Statistical physics; Computer science; Physics; Telecommunications; Channel (broadcasting); Thermodynamics","score_opus":0.00560037127010577,"score_gpt":0.20655303278394496,"score_spread":0.2009526615138392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968359804","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03422802,0.0052039777,0.8398406,0.00028482877,0.00014230498,0.0006512124,0.00000914451,0.0008230606,0.11881686],"genre_scores_gemma":[0.96720606,0.0014070722,0.030377097,0.00019522193,0.00002645,0.00017890849,0.00034662787,0.000088871886,0.00017367795],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900204,0.00014092833,0.0002456562,0.0002265697,0.00018424541,0.00020054793],"domain_scores_gemma":[0.9974875,0.000057219524,0.00007263205,0.0021958302,0.00009501986,0.000091789574],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012032269,0.00030839912,0.00030939048,0.00008530329,0.00005858547,0.00007734958,0.0007890925,0.00028430767,0.00009969406],"category_scores_gemma":[0.000008063669,0.00027317702,0.000099648125,0.000116733325,0.00005295506,0.000030634295,0.00059732137,0.00082764827,0.000060920876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003899714,0.000112756155,0.000062105,0.000351827,0.00081749144,0.00001908746,0.0011792553,0.9322285,0.002268289,0.021504272,0.0039358865,0.03748152],"study_design_scores_gemma":[0.00048730633,0.00003113691,0.0002048327,0.0003513099,0.00010301659,0.000007885705,0.000063581734,0.9797875,0.002203523,0.0014547617,0.014526643,0.00077845016],"about_ca_topic_score_codex":0.0000298129,"about_ca_topic_score_gemma":0.000089926274,"teacher_disagreement_score":0.93297803,"about_ca_system_score_codex":0.000073180905,"about_ca_system_score_gemma":0.00002238699,"threshold_uncertainty_score":0.99997205},"labels":[],"label_agreement":null},{"id":"W1970219176","doi":"10.1007/s11036-013-0438-y","title":"Editorial for the Special Issue: Green Cognitive and Cooperative Communication and Networking","year":2013,"lang":"en","type":"article","venue":"Mobile Networks and Applications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Telecommunications; Cognitive radio; Efficient energy use; Wireless; Cognition; Cognitive network; Electrical engineering; Engineering; Psychology","score_opus":0.006370887956465141,"score_gpt":0.22385940149074038,"score_spread":0.21748851353427523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970219176","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049859155,0.09547761,0.8640969,0.0018236003,0.0077234795,0.015170271,0.00006242388,0.00048352935,0.010176262],"genre_scores_gemma":[0.8659275,0.034150887,0.0004437176,0.0003156001,0.087836444,0.0108336285,0.00016136389,0.00005548378,0.00027537867],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994476,0.000036730784,0.00016187406,0.00014467617,0.000054736684,0.0001543949],"domain_scores_gemma":[0.9990037,0.00054436055,0.000037814483,0.00025158285,0.000095226096,0.00006731041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014056635,0.0001227589,0.00012257697,0.000018003186,0.00051087554,0.00014371888,0.00012346845,0.00010242834,0.000029935625],"category_scores_gemma":[0.0000037836899,0.00010134177,0.000019973157,0.00012309187,0.00016186568,0.00008480335,0.000093427894,0.00015998738,0.0000035681098],"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":[0.000015370859,0.000027950491,0.00016021117,0.000023251954,0.00010301274,3.4289485e-8,0.00032714554,0.018878868,0.00004238296,0.0022026552,0.21271463,0.7655045],"study_design_scores_gemma":[0.00031466456,0.00002073491,0.00025801233,0.000019290175,0.000035727942,0.0000015631574,0.00020395557,0.275675,0.0000046648884,0.0002878433,0.72306126,0.000117287054],"about_ca_topic_score_codex":0.000037822312,"about_ca_topic_score_gemma":0.00005440975,"teacher_disagreement_score":0.8636532,"about_ca_system_score_codex":0.000008702564,"about_ca_system_score_gemma":0.00000475781,"threshold_uncertainty_score":0.41325974},"labels":[],"label_agreement":null},{"id":"W1973151289","doi":"10.1371/journal.pone.0082935","title":"Tabletop Molecular Communication: Text Messages through Chemical Signals","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":281,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular communication; Testbed; Computer science; Communications system; Modular design; Key (lock); Wireless; Nonlinear system; Work (physics); Distributed computing; Simple (philosophy); Human–computer interaction; Telecommunications; Computer network; Engineering; Channel (broadcasting); Physics; Transmitter","score_opus":0.025763606920775936,"score_gpt":0.2054016758870048,"score_spread":0.17963806896622886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973151289","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":[0.72558326,0.032387577,0.022172116,0.0044788606,0.000047864887,0.0012768976,0.000007161675,0.0014670276,0.21257927],"genre_scores_gemma":[0.9706919,0.0013583574,0.026831102,0.0004853336,0.000024488205,0.00017136228,0.000043526747,0.000043501637,0.00035040826],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991779,0.00006491703,0.00021971828,0.00011668444,0.00020907904,0.00021174898],"domain_scores_gemma":[0.99873453,0.00007230945,0.000031087766,0.001009825,0.00008255924,0.000069710855],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077237884,0.00013618066,0.00020090333,0.000026907272,0.000054721117,0.000060353945,0.000511292,0.00011048407,0.0012833078],"category_scores_gemma":[0.000023158875,0.00014645001,0.00004872188,0.00018971178,0.000051458803,0.00015574276,0.00012755058,0.000267896,0.0005847101],"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":[0.0000021092408,0.00034534608,0.000061266386,0.000073441726,0.0003042427,0.0000019145677,0.00022473148,0.00071221933,0.9868305,0.0021049173,0.007577342,0.0017620167],"study_design_scores_gemma":[0.00041210704,0.000016116617,0.000084405954,0.00023036565,0.0000821016,0.000002481144,0.00004939491,0.043210387,0.948152,0.0025069497,0.0048397756,0.0004138907],"about_ca_topic_score_codex":0.000022658016,"about_ca_topic_score_gemma":0.0000010429561,"teacher_disagreement_score":0.2451087,"about_ca_system_score_codex":0.000029477109,"about_ca_system_score_gemma":0.0000072277458,"threshold_uncertainty_score":0.9996297},"labels":[],"label_agreement":null},{"id":"W1988737370","doi":"10.1227/01.neu.0000311058.80249.6b","title":"NEUROSURGERY IN THE REALM OF 10−9, PART 1","year":2008,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"Cegep de Sept Iles","funders":"","keywords":"Nanotechnology; Engineering ethics; Nanomedicine; Medicine; Applications of nanotechnology; Realm; Neurosurgery; Engineering; Psychiatry; Political science","score_opus":0.06535019245680039,"score_gpt":0.2746891558228994,"score_spread":0.20933896336609897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988737370","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":[0.000022440121,0.9919241,0.000012322616,0.000015531507,0.00083739305,0.00031584594,0.000017168451,0.000106183026,0.006749004],"genre_scores_gemma":[0.00014298163,0.9991145,0.000009099794,0.00013063363,0.00011959406,0.00011252539,0.00008628313,0.0000991984,0.00018518938],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974838,0.0006280734,0.0010477054,0.00024193969,0.0002792173,0.00031926055],"domain_scores_gemma":[0.99698657,0.0013014957,0.00022115072,0.0014162654,0.000022530698,0.00005201818],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003733183,0.00037063888,0.0012529813,0.00032334548,0.000042471176,0.00002301619,0.00065357605,0.0002625406,0.00007176061],"category_scores_gemma":[0.0001492912,0.00028648236,0.0006439462,0.0009782721,0.00007274056,0.00004499839,0.000073365525,0.0007391477,0.00006494391],"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":[0.000003260485,0.000081315,0.000024680654,0.0037218356,0.000036755016,0.00027107267,0.000034205557,0.0004843409,0.0000020941875,0.000045315308,0.22795953,0.7673356],"study_design_scores_gemma":[0.000033659286,0.00000579504,0.000026011026,0.0015846161,0.000034503704,0.00015519653,8.097777e-7,0.0001425733,0.0000012616878,0.0000023117436,0.99780345,0.00020980569],"about_ca_topic_score_codex":0.0000032281762,"about_ca_topic_score_gemma":0.0000018408576,"teacher_disagreement_score":0.76984394,"about_ca_system_score_codex":0.000020796022,"about_ca_system_score_gemma":0.000076284305,"threshold_uncertainty_score":0.99995875},"labels":[],"label_agreement":null},{"id":"W1989868490","doi":"10.1109/glocom.2014.7037234","title":"Bounds on distance estimation via diffusive molecular communication","year":2014,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":36,"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":"Molecular communication; Cramér–Rao bound; Estimator; Upper and lower bounds; Maximum likelihood; Impulse (physics); Variance (accounting); Mathematics; Channel (broadcasting); Estimation theory; Statistics; Algorithm; Maximum likelihood sequence estimation; Computer science; Applied mathematics; Mathematical analysis; Physics; Telecommunications","score_opus":0.006111982702647013,"score_gpt":0.22353702425205785,"score_spread":0.21742504154941084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989868490","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006175043,0.0014515982,0.9373075,0.00029266975,0.00023972716,0.0003530125,0.000005400975,0.00056842266,0.053606637],"genre_scores_gemma":[0.97913814,0.0005936731,0.01882483,0.00033306822,0.000025257377,0.00013883862,0.0006901076,0.00007115459,0.00018496119],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988623,0.00014711366,0.00034245616,0.00023657773,0.00022329678,0.00018825839],"domain_scores_gemma":[0.99728763,0.00007943728,0.00010647704,0.0023817264,0.000067660876,0.000077049284],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017359863,0.00029639193,0.00027413885,0.000101604644,0.000088409586,0.000112603935,0.0007596478,0.000329357,0.00007216625],"category_scores_gemma":[0.000026304177,0.0003194146,0.0001227811,0.0001026502,0.000051759005,0.000036146725,0.0003481091,0.00077171077,0.00013149349],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008117798,0.000044902714,0.0000082892775,0.00013212513,0.000077857534,0.0000015680287,0.0001139865,0.95289415,0.00073804933,0.019262979,0.0029665194,0.023751426],"study_design_scores_gemma":[0.00017664273,0.00001296549,0.000121974976,0.00020259789,0.000026488337,0.0000013124868,0.000003716397,0.98050576,0.0017669569,0.007811853,0.009009151,0.0003605871],"about_ca_topic_score_codex":0.000018400362,"about_ca_topic_score_gemma":0.000022397437,"teacher_disagreement_score":0.9729631,"about_ca_system_score_codex":0.00014786964,"about_ca_system_score_gemma":0.000014990191,"threshold_uncertainty_score":0.9999258},"labels":[],"label_agreement":null},{"id":"W1993479987","doi":"10.1109/lcomm.2013.100713.131727","title":"Blind Synchronization in Diffusion-Based Molecular Communication Channels","year":2013,"lang":"en","type":"article","venue":"IEEE Communications Letters","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Calgary","funders":"","keywords":"Molecular communication; Synchronization (alternating current); Computer science; Channel (broadcasting); Overhead (engineering); Algorithm; Upper and lower bounds; Communications system; Throughput; Diffusion; Computer network; Telecommunications; Transmitter; Mathematics; Wireless","score_opus":0.012262119308370258,"score_gpt":0.22258131820599303,"score_spread":0.21031919889762277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993479987","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":[0.5896913,0.005744058,0.37000415,0.024231281,0.00039357087,0.0020453616,0.000007421395,0.0009778419,0.0069049974],"genre_scores_gemma":[0.9844438,0.00079203333,0.011948264,0.0019549944,0.000014746041,0.00053697126,0.0002329956,0.000060116505,0.000016083912],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857503,0.0003418669,0.00045862395,0.00016419454,0.00017617503,0.00028408182],"domain_scores_gemma":[0.9959204,0.00021194406,0.000079256526,0.0036108864,0.00009041653,0.00008709617],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022542248,0.00020862202,0.00019380207,0.00033402015,0.00017986457,0.00012062776,0.0017126373,0.00012897544,0.00010483249],"category_scores_gemma":[0.000030301495,0.00024591555,0.00007528017,0.0007549032,0.00015647142,0.00023892551,0.00015671145,0.00047010503,0.00021493019],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011700868,0.00042119075,0.0019432048,0.00007876881,0.000085397354,0.0000037564694,0.00090765266,0.7413969,0.21309292,0.0018320505,0.013752627,0.026473826],"study_design_scores_gemma":[0.0009767667,0.00000910086,0.0012050997,0.00013061512,0.000014141199,0.0000023059765,0.000044881537,0.9886706,0.0032261743,0.00020733324,0.005136492,0.0003764763],"about_ca_topic_score_codex":0.00014163446,"about_ca_topic_score_gemma":0.000080174854,"teacher_disagreement_score":0.39475247,"about_ca_system_score_codex":0.00017601425,"about_ca_system_score_gemma":0.000022805849,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W2008340661","doi":"10.1109/mssc.2011.942453","title":"“Brain-Machine-Brain Wireless Interfaces for Intracortical Biosensing and Subsequent Treatments” in Talk by DL Mohamad Sawan at SSCS-New York and Santa Clara in May and June [People]","year":2011,"lang":"en","type":"article","venue":"IEEE Solid-State Circuits Magazine","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canada Research Chairs; Polytechnique Montréal","keywords":"Wireless; Electronic circuit; Interconnection; Electrical engineering; Transceiver; Telecommunications; Engineering; Computer science","score_opus":0.023783133256388027,"score_gpt":0.24566717007639743,"score_spread":0.2218840368200094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008340661","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":[0.98969,0.006192679,0.002353894,0.000468224,0.0001884333,0.0006358454,0.000058765643,0.00009415198,0.00031800926],"genre_scores_gemma":[0.99714845,0.0016737223,0.0003360566,0.00019619014,0.000027569638,0.00003139405,0.00006734359,0.000077034805,0.00044220785],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99830246,0.00010662508,0.00053657126,0.0004252609,0.000121163066,0.0005079232],"domain_scores_gemma":[0.99908775,0.00021591637,0.00007745432,0.00034952935,0.000022427894,0.00024691966],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002754893,0.00036393892,0.0004906177,0.00021604226,0.000064076405,0.00006920187,0.00014781604,0.0001698189,0.000014518216],"category_scores_gemma":[0.00003607643,0.0003730692,0.00003876318,0.00027248825,0.00013508818,0.00014133028,0.000083002946,0.00028436098,0.000005221227],"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":[0.00036634403,0.0004112979,0.02360191,0.00050616614,0.00037700162,0.00021180786,0.013563897,0.0007890809,0.75054324,0.00020518253,0.020690532,0.18873356],"study_design_scores_gemma":[0.03691144,0.001575546,0.18903702,0.002281208,0.00047155548,0.0010959235,0.0010088563,0.36895537,0.3602342,0.003666272,0.028767588,0.005995014],"about_ca_topic_score_codex":0.00019418939,"about_ca_topic_score_gemma":0.0050413925,"teacher_disagreement_score":0.39030904,"about_ca_system_score_codex":0.0001291966,"about_ca_system_score_gemma":0.000021829326,"threshold_uncertainty_score":0.99987215},"labels":[],"label_agreement":null},{"id":"W2012376485","doi":"10.1109/mnet.2015.7018200","title":"Social behavior in bacterial nanonetworks: challenges and opportunities","year":2015,"lang":"en","type":"article","venue":"IEEE Network","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":13,"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":"Molecular communication; Computer science; Reliability (semiconductor); Biochemical engineering; Bacteria; Field (mathematics); Distributed computing; Risk analysis (engineering); Telecommunications; Biology; Business; Engineering; Genetics; Physics","score_opus":0.10171847743594796,"score_gpt":0.26568829031620295,"score_spread":0.16396981288025497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012376485","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":[0.81038195,0.1008149,0.00057835126,0.0011282658,0.012239818,0.00084007025,0.0000070767924,0.0009920124,0.073017545],"genre_scores_gemma":[0.9873659,0.0092157,0.0001822104,0.00007720147,0.0029430944,0.00007344258,0.000017691134,0.00003998107,0.00008476244],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991772,0.00009907697,0.0002054935,0.000120264245,0.00010784259,0.0002900976],"domain_scores_gemma":[0.9996085,0.000033777902,0.00002695951,0.00019550827,0.000023037677,0.00011222507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028531248,0.00014331703,0.00019716712,0.000047014877,0.000046017467,0.000031246116,0.00014451962,0.00015837263,0.0000079967185],"category_scores_gemma":[0.0000030956878,0.00016054529,0.000030564865,0.000077740944,0.000051234856,0.000081060905,0.000042220818,0.0001920296,0.0000075332205],"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":[0.00036535083,0.00023115902,0.0007799731,0.00012365702,0.00016973267,0.00037571136,0.007614172,0.06411368,0.00051865063,0.008966361,0.33361614,0.5831254],"study_design_scores_gemma":[0.0040497323,0.00026877923,0.012533371,0.00023865169,0.00010631501,0.00009596698,0.0007570698,0.022835482,0.00012483058,0.0038346653,0.9534689,0.0016862073],"about_ca_topic_score_codex":0.0000039140646,"about_ca_topic_score_gemma":0.000120590965,"teacher_disagreement_score":0.6198528,"about_ca_system_score_codex":0.000035828038,"about_ca_system_score_gemma":0.000018882865,"threshold_uncertainty_score":0.65468466},"labels":[],"label_agreement":null},{"id":"W2024956760","doi":"10.1109/ccnc.2010.5421804","title":"Thermal Management of Biosensor Networks","year":2010,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Biosensor; Obstacle; Markov decision process; Computer science; Scheduling (production processes); Wireless sensor network; Markov process; Mathematical optimization; Distributed computing; Materials science; Nanotechnology; Computer network; Mathematics","score_opus":0.004982631119875924,"score_gpt":0.19127534351909073,"score_spread":0.1862927123992148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024956760","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3051399,0.00037996197,0.07260477,0.00006166858,0.0004911754,0.00015579328,4.8554193e-7,0.0003149307,0.62085134],"genre_scores_gemma":[0.991006,0.00011352207,0.0084769195,0.000024748895,0.000017627846,0.000003355306,0.000002238569,0.000009318222,0.00034624143],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997707,0.0000049287028,0.00008060108,0.000034010827,0.000037374182,0.0000723924],"domain_scores_gemma":[0.9996643,0.000006898042,0.000007785713,0.0002925293,0.00000699029,0.000021510376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004554171,0.000041218493,0.00004491085,0.000016290616,0.000010162351,0.000004184194,0.000121152814,0.00003736803,0.00023451737],"category_scores_gemma":[3.3025952e-7,0.000036831363,0.000024386427,0.00006776721,0.000013278702,0.0000123705495,0.00002732921,0.000095606985,0.000015417814],"study_design_candidate":"simulation_or_modeling","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":[0.000012153705,0.00008626929,0.000502762,0.00009450014,0.0003058092,0.000011521305,0.000095225885,0.3518365,0.13898881,0.1342208,0.005750573,0.3680951],"study_design_scores_gemma":[0.0003567324,0.000009769559,0.005344961,0.00001781493,0.00001876211,0.0000017549772,0.000028756403,0.9331482,0.020778302,0.000038345497,0.040061034,0.00019556335],"about_ca_topic_score_codex":0.0000012287335,"about_ca_topic_score_gemma":0.0000040324157,"teacher_disagreement_score":0.6858661,"about_ca_system_score_codex":0.0000014967122,"about_ca_system_score_gemma":5.5232636e-7,"threshold_uncertainty_score":0.25678006},"labels":[],"label_agreement":null},{"id":"W2025120878","doi":"10.1109/bsc.2010.5472992","title":"Spatiotemporal distribution and modulation schemes for concentration-encoded medium-to-long range molecular communication","year":2010,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":23,"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 Ottawa","funders":"","keywords":"Molecular communication; Modulation (music); Transmitter; Transmission (telecommunications); Diffusion; Range (aeronautics); SIGNAL (programming language); Nanoscopic scale; Computer science; Amplitude modulation; Biological system; Electronic engineering; Amplitude; Materials science; Frequency modulation; Physics; Telecommunications; Optics; Acoustics; Nanotechnology; Radio frequency; Channel (broadcasting); Engineering","score_opus":0.0077582339680288825,"score_gpt":0.23241450119277102,"score_spread":0.22465626722474213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025120878","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3297722,0.00017478703,0.6682544,0.00065477635,0.000091890346,0.00045768908,0.000012623823,0.00015694092,0.00042472768],"genre_scores_gemma":[0.97620666,0.00007540817,0.022635248,0.00009736359,0.000027991875,0.000103950195,0.000810672,0.000019400466,0.00002327597],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939895,0.000030682437,0.00021008073,0.00011869619,0.00010402952,0.00013754735],"domain_scores_gemma":[0.999274,0.000057515117,0.000034602657,0.00043648484,0.000106119274,0.00009124371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021182184,0.000108110115,0.00010527929,0.000028487453,0.00012265306,0.000057779907,0.00015227837,0.00011283201,0.000028798357],"category_scores_gemma":[0.000063324,0.00011627553,0.000032842036,0.00012698524,0.000035172634,0.00014478026,0.000034797704,0.00014822284,0.0000050865087],"study_design_candidate":"simulation_or_modeling","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":[0.00012439748,0.00016290585,0.026955198,0.00022058086,0.00019805976,0.0000018807328,0.0009822623,0.023127774,0.6566397,0.16186224,0.0076830336,0.122041956],"study_design_scores_gemma":[0.0009082415,0.000025804266,0.019194154,0.000023816925,0.000022150398,0.00000295506,0.000018039942,0.90389156,0.06080753,0.0008825466,0.013920351,0.0003028339],"about_ca_topic_score_codex":0.000014704882,"about_ca_topic_score_gemma":0.00014172663,"teacher_disagreement_score":0.8807638,"about_ca_system_score_codex":0.000022509244,"about_ca_system_score_gemma":0.000012789897,"threshold_uncertainty_score":0.47415784},"labels":[],"label_agreement":null},{"id":"W2026078372","doi":"10.1126/science.287.5458.1652","title":"An Ultrasensitive Bacterial Motor Revealed by Monitoring Signaling Proteins in Single Cells","year":2000,"lang":"en","type":"article","venue":"Science","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":625,"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 Calgary","funders":"","keywords":"Chemotaxis; Escherichia coli; Bacteria; Intracellular; Biophysics; Cell biology; Function (biology); Biology; Fluorescence; Chemistry; Biochemistry; Gene; Genetics; Physics; Receptor","score_opus":0.008055049585395631,"score_gpt":0.21427822711339123,"score_spread":0.2062231775279956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026078372","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":[0.99760705,0.000085793516,0.0008321711,0.000008455637,0.00014284185,0.00015747441,0.0000035047913,0.00008433011,0.0010784029],"genre_scores_gemma":[0.9962264,0.000030592055,0.0035974476,0.000010799104,0.000057334903,0.000009698042,0.0000025715244,0.000009904987,0.000055269174],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993125,0.000037660284,0.00012489168,0.00015292117,0.00014883101,0.00022320206],"domain_scores_gemma":[0.999604,0.000017027342,0.000012895753,0.00026455667,0.000020846352,0.00008070888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027019356,0.00007310093,0.00007317086,0.000058484708,0.00008112963,0.00007282131,0.0002741809,0.00003362203,0.000078664125],"category_scores_gemma":[0.000010140594,0.00007960735,0.000013844539,0.00039461278,0.00007727423,0.00022795521,0.000010819959,0.000105214334,0.000020993048],"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":[0.000004747564,0.00002030728,0.00006460959,0.0000021953347,6.126566e-7,0.0000019969664,0.00020178575,0.005598684,0.9876663,0.0000012492687,0.0000074053437,0.006430079],"study_design_scores_gemma":[0.00013905419,0.000033753426,0.0009752701,0.00004431847,0.0000010148299,0.0000011889381,0.00003270635,0.013981065,0.9840639,0.000006868736,0.00060143974,0.000119370554],"about_ca_topic_score_codex":0.000015394206,"about_ca_topic_score_gemma":0.000003580547,"teacher_disagreement_score":0.00838238,"about_ca_system_score_codex":0.000071049144,"about_ca_system_score_gemma":0.000018745424,"threshold_uncertainty_score":0.32462934},"labels":[],"label_agreement":null},{"id":"W2027870753","doi":"10.1109/nano.2010.5697990","title":"Microchannel molecular communication with nanoscale carriers: Brownian motion versus active transport","year":2010,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Brownian motion; Molecular motor; Transmitter; Vesicle; Microchannel; Physics; Nanotechnology; Motion (physics); Nanoscopic scale; Computer science; Biological system; Chemistry; Materials science; Classical mechanics; Telecommunications; Biology; Membrane; Quantum mechanics; Channel (broadcasting)","score_opus":0.005720093690138475,"score_gpt":0.19377909824869577,"score_spread":0.18805900455855729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027870753","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":[0.81584704,0.00048443256,0.12491648,0.0003454862,0.0003303103,0.0004379577,0.000009333205,0.00066359254,0.0569654],"genre_scores_gemma":[0.99078655,0.00010397362,0.0087741,0.00005520101,0.000014683078,0.00003399559,0.00010355312,0.000038411617,0.000089512694],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994172,0.000028521887,0.00013607205,0.00012649347,0.00011838101,0.00017332257],"domain_scores_gemma":[0.9990338,0.000021982052,0.00002591003,0.00076421315,0.000060815193,0.00009325178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007008827,0.00014161467,0.000113119095,0.000059973267,0.000086093176,0.000018281016,0.00030601383,0.00013338553,0.00012158099],"category_scores_gemma":[0.0000037184054,0.00013584759,0.000049544637,0.00018849914,0.00006336313,0.000119959885,0.000019080566,0.00037941872,0.000020044668],"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":[0.00050636363,0.00018830752,0.00034699915,0.00006604792,0.00046484004,0.000018866103,0.0028900048,0.013668513,0.8944992,0.011205961,0.0007477141,0.075397186],"study_design_scores_gemma":[0.005627914,0.00020583095,0.004155502,0.00008568782,0.0001813713,0.000038211085,0.0009924554,0.049149215,0.89827484,0.00030150986,0.039662506,0.0013249837],"about_ca_topic_score_codex":0.00005171697,"about_ca_topic_score_gemma":0.00084393856,"teacher_disagreement_score":0.17493956,"about_ca_system_score_codex":0.000026293166,"about_ca_system_score_gemma":0.000013990601,"threshold_uncertainty_score":0.5539704},"labels":[],"label_agreement":null},{"id":"W2031515082","doi":"10.1109/tnb.2014.2337239","title":"Optimal Receiver Design for Diffusive Molecular Communication With Flow and Additive Noise","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on NanoBioscience","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":206,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular communication; Detector; Noise (video); Upper and lower bounds; Sequence (biology); Detection theory; Flow (mathematics); Bit error rate; Signal-to-noise ratio (imaging)","score_opus":0.008757491118804157,"score_gpt":0.20228283055954702,"score_spread":0.19352533944074285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031515082","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":[0.00997194,0.00011602336,0.98891634,0.00010185432,0.000075719174,0.0003891181,0.000019492443,0.00011527485,0.0002942558],"genre_scores_gemma":[0.86632305,0.0003572152,0.13295966,0.00012661761,0.000004458131,0.00014897552,0.00000432786,0.000020551573,0.00005515658],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993127,0.00008374229,0.00011812881,0.0001882495,0.000116579446,0.00018062844],"domain_scores_gemma":[0.9991742,0.00020997883,0.000028736387,0.0004367958,0.000069565154,0.00008073418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017425054,0.00013540297,0.000115101095,0.000087012035,0.0002523938,0.00004494877,0.00024994803,0.00006446282,0.000013006399],"category_scores_gemma":[0.0000064159194,0.00012519685,0.00003603768,0.00024908216,0.00016931263,0.00013002437,0.0000018290001,0.00013677201,0.000005941423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009306773,0.000083661915,9.760673e-7,0.00001628516,0.00003303389,8.178996e-7,0.0004311207,0.8558484,0.06655678,0.0002384881,0.00020735645,0.07649007],"study_design_scores_gemma":[0.00059448084,0.00020852893,0.000031479012,0.000056640692,0.000028363167,0.000008176885,0.00003432246,0.81275624,0.18426843,0.00003975855,0.0017615076,0.00021208846],"about_ca_topic_score_codex":0.0000042372085,"about_ca_topic_score_gemma":0.000010838309,"teacher_disagreement_score":0.8563511,"about_ca_system_score_codex":0.000035727087,"about_ca_system_score_gemma":0.00001573582,"threshold_uncertainty_score":0.510538},"labels":[],"label_agreement":null},{"id":"W2031640973","doi":"10.1109/iccw.2013.6649339","title":"Modelling the reception process in diffusion-based molecular communication channels","year":2013,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Molecular communication; Channel (broadcasting); Demodulation; Computer science; Process (computing); Diffusion; Diffusion process; Filter (signal processing); Electronic engineering; Noise (video); Telecommunications; Engineering; Physics; Artificial intelligence; Innovation diffusion; Transmitter","score_opus":0.01128840136381896,"score_gpt":0.21074379135825314,"score_spread":0.19945538999443418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031640973","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44481996,0.0006846517,0.5466059,0.0009570911,0.000042065145,0.00043154776,1.7573807e-7,0.00018556374,0.0062730894],"genre_scores_gemma":[0.9969088,0.0002048858,0.0023779077,0.00022638676,0.0000067805054,0.00019580452,0.000021763422,0.00001944535,0.00003824836],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994508,0.0000767445,0.00017085075,0.000074238626,0.00009850767,0.00012882595],"domain_scores_gemma":[0.99929166,0.000048080907,0.00002070875,0.0005656742,0.00004559525,0.000028299051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014693898,0.00008517824,0.000071840965,0.000058509264,0.000060116392,0.000046865847,0.00033409256,0.00006414025,0.00017182578],"category_scores_gemma":[0.0000063254324,0.000065464235,0.000028245522,0.00024377281,0.000020903362,0.00008163415,0.000027220369,0.00019002597,0.00007253861],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.351172e-7,0.000014873721,0.00002464244,0.000008018904,0.0000025701647,9.327169e-8,0.00017586478,0.99631405,0.0015175159,0.00038575538,0.00013705614,0.0014185967],"study_design_scores_gemma":[0.00015149955,0.0000033729823,0.000029450046,0.00003302805,0.000001971855,2.8902775e-7,0.00009553,0.99643385,0.001803158,0.0010030068,0.0003570158,0.0000877968],"about_ca_topic_score_codex":0.00011673935,"about_ca_topic_score_gemma":0.0000097685925,"teacher_disagreement_score":0.5520888,"about_ca_system_score_codex":0.000026913656,"about_ca_system_score_gemma":0.0000068371833,"threshold_uncertainty_score":0.2669554},"labels":[],"label_agreement":null},{"id":"W2041830275","doi":"10.1145/2093698.2093712","title":"Transient characterization of concentration-encoded molecular communication with sinusoidal stimulation","year":2011,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":8,"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 Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular communication; Frequency-shift keying; Transient (computer programming); Channel (broadcasting); Noise margin; Noise (video); Electronic engineering; Keying; Transmitter; Margin (machine learning); Computer science; Transient analysis; Sensitivity (control systems); Biological system; Transient response; Control theory (sociology); Acoustics; Topology (electrical circuits); Physics; Telecommunications; Engineering; Electrical engineering; Demodulation","score_opus":0.011385444157794355,"score_gpt":0.1831389567200943,"score_spread":0.17175351256229995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041830275","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":[0.5062923,0.00008100301,0.4802971,0.00001738148,0.000016427119,0.00019870175,0.0000021144913,0.00011669256,0.012978293],"genre_scores_gemma":[0.9881338,0.000099107085,0.011517765,0.00003466889,0.0000030571252,0.000015110785,0.00015952668,0.000017603597,0.000019365873],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994634,0.00004875016,0.00021958159,0.00007049032,0.000110117464,0.00008766154],"domain_scores_gemma":[0.9994251,0.000010639723,0.00005170135,0.00038927252,0.00008822138,0.00003502822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006835794,0.000086898755,0.00009824199,0.00003602879,0.000029786233,0.000008573083,0.00014145466,0.000053891727,0.00014459022],"category_scores_gemma":[0.0000019976894,0.00008169538,0.000025197669,0.00017161001,0.000038352708,0.00013164578,0.000009143394,0.000069909285,0.000004665352],"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":[0.00006434125,0.00011673899,0.0009554164,0.00004041932,0.00007379917,0.0000013405939,0.0024366358,0.015299321,0.9630332,0.01046519,0.000022218679,0.00749136],"study_design_scores_gemma":[0.0008752942,0.00009302564,0.021782717,0.00008043784,0.00003944011,0.000004071499,0.00006101054,0.38284054,0.593489,0.00010877887,0.00035857607,0.00026707153],"about_ca_topic_score_codex":0.000010947595,"about_ca_topic_score_gemma":0.000011436259,"teacher_disagreement_score":0.4818415,"about_ca_system_score_codex":0.000016902475,"about_ca_system_score_gemma":0.0000116748915,"threshold_uncertainty_score":0.33314413},"labels":[],"label_agreement":null},{"id":"W2049011748","doi":"10.1109/tnb.2014.2341693","title":"A Comprehensive Study of Sampling-Based Optimum Signal Detection in Concentration-Encoded Molecular Communication","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on NanoBioscience","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":82,"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 Ottawa","funders":"","keywords":"Molecular communication; Intersymbol interference; Bit error rate; Amplitude-shift keying; Computer science; Sampling (signal processing); Transmission (telecommunications); SIGNAL (programming language); Detection theory; Electronic engineering; Algorithm; Data transmission; Interference (communication); Communications system; Noise (video); Binary number; Signal-to-noise ratio (imaging); Oversampling; Keying; Phase-shift keying; Telecommunications; Bandwidth (computing); Mathematics; Transmitter; Artificial intelligence; Engineering; Detector; Decoding methods; Computer network","score_opus":0.017407617372304472,"score_gpt":0.24501514607594133,"score_spread":0.22760752870363685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049011748","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40913305,0.00003440494,0.59030133,0.000014173867,0.000086928885,0.00026750052,0.0000018746446,0.000064713066,0.00009601017],"genre_scores_gemma":[0.99751204,0.000028022698,0.0023296922,0.00006401931,0.0000026515625,0.00004368216,0.0000021626743,0.000014986306,0.0000027521503],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988495,0.00021967544,0.00034055865,0.00018974737,0.00022694738,0.0001735764],"domain_scores_gemma":[0.9990392,0.00016813325,0.000065476095,0.0005828629,0.00009102033,0.000053363274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018084116,0.00013720003,0.0001716682,0.0001782024,0.00013350544,0.00002592707,0.00035447514,0.000073955125,0.000015747073],"category_scores_gemma":[0.000004936149,0.00015302846,0.00005172387,0.00076334487,0.00010021856,0.00010568425,0.0000019604374,0.00023273769,0.0000050020963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015439371,0.00022269867,0.000011839861,0.000008898204,0.000005482839,2.5093192e-7,0.00019294278,0.7259428,0.26855367,0.000012191617,7.4400435e-7,0.0050330465],"study_design_scores_gemma":[0.0007798645,0.00021020329,0.0002939812,0.00003825628,0.000010067067,9.095707e-7,0.00012586756,0.65750456,0.34084293,0.000017775592,0.00004863772,0.0001269399],"about_ca_topic_score_codex":0.00007565718,"about_ca_topic_score_gemma":0.00022344154,"teacher_disagreement_score":0.588379,"about_ca_system_score_codex":0.00007324733,"about_ca_system_score_gemma":0.000023130608,"threshold_uncertainty_score":0.62403196},"labels":[],"label_agreement":null},{"id":"W2050708286","doi":"10.1109/tnb.2014.2368593","title":"A Comprehensive Analysis of Strength-Based Optimum Signal Detection in Concentration-Encoded Molecular Communication With Spike Transmission","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on NanoBioscience","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":43,"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 Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular communication; Transmission (telecommunications); Intersymbol interference; Detection theory; SIGNAL (programming language); Keying; Computer science; Amplitude-shift keying; Bit error rate; Noise (video); Electronic engineering; Frequency-shift keying; Interference (communication); Signal-to-noise ratio (imaging); Binary number; Algorithm; On-off keying; Telecommunications; Phase-shift keying; Mathematics; Demodulation; Decoding methods; Transmitter; Artificial intelligence; Detector; Engineering; Channel (broadcasting)","score_opus":0.014787832117266666,"score_gpt":0.23129238111264014,"score_spread":0.21650454899537347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050708286","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21829014,0.00020299974,0.7809697,0.00003654446,0.0000418595,0.0001995145,0.000008500843,0.00007196332,0.00017880551],"genre_scores_gemma":[0.9891081,0.00010814068,0.0106827915,0.0000464229,0.0000012943195,0.000024612322,0.00001168352,0.000013416577,0.000003566531],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988384,0.00014696065,0.00031985313,0.00019881656,0.00031527175,0.00018069473],"domain_scores_gemma":[0.99912035,0.00008904663,0.00007042538,0.00048766923,0.00011915692,0.00011336167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014748039,0.00015438005,0.00023310729,0.0004113683,0.00008175961,0.000025172945,0.00029833431,0.000091175134,0.000018674122],"category_scores_gemma":[0.000001788135,0.0001493701,0.00009129464,0.0025212711,0.00015496525,0.00015058838,0.0000010756464,0.00021354806,0.0000016447857],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053965498,0.000100400866,0.000012830746,0.000008833291,0.00004043923,0.00000128217,0.00017785307,0.78499275,0.20587826,0.000011175858,8.9280775e-7,0.008721297],"study_design_scores_gemma":[0.00050348544,0.00009166542,0.000077598976,0.000036777856,0.00007533891,7.69038e-7,0.00006294029,0.5731895,0.42580384,0.0000036898562,0.000051101142,0.00010330416],"about_ca_topic_score_codex":0.00008457387,"about_ca_topic_score_gemma":0.00016432894,"teacher_disagreement_score":0.77081794,"about_ca_system_score_codex":0.00009360576,"about_ca_system_score_gemma":0.00007565442,"threshold_uncertainty_score":0.6091136},"labels":[],"label_agreement":null},{"id":"W2050725897","doi":"10.1109/icccn.2012.6289272","title":"Buddy Routing: A Routing Paradigm for NanoNets Based on Physical Layer Network Coding","year":2012,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":5,"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 Calgary","funders":"","keywords":"Computer science; Computer network; Physical layer; Routing (electronic design automation); Coding (social sciences); Linear network coding; Node (physics); Physics; Telecommunications; Network packet; Wireless","score_opus":0.028058389214419107,"score_gpt":0.2593934945461638,"score_spread":0.23133510533174467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050725897","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040885903,0.0003551362,0.9013652,0.00030781256,0.000740503,0.00065141957,0.0000035886096,0.0009492793,0.054741126],"genre_scores_gemma":[0.99314225,0.000007601473,0.0054420438,0.0004970666,0.0006229661,0.00006296119,0.000024436453,0.000056159894,0.00014453364],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989402,0.000048929913,0.00019151643,0.00012907757,0.00012746693,0.00056278694],"domain_scores_gemma":[0.9990732,0.00031656606,0.000036673715,0.000426272,0.000015142376,0.0001321203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029501162,0.00017912526,0.000194197,0.000034538334,0.00014911123,0.00003942306,0.00018735738,0.000084540676,0.000038930677],"category_scores_gemma":[0.000029381446,0.00017004441,0.00012417608,0.00017661307,0.000013237404,0.000076867706,0.000033409113,0.0001809171,0.000044303622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006254163,0.00021699784,0.0036098403,0.000057559675,0.00011087746,0.0000014457383,0.00057514064,0.81672007,0.005079242,0.14334044,0.019473674,0.010752174],"study_design_scores_gemma":[0.0004379897,0.000026759404,0.00052462966,0.000051941326,0.00001884755,0.0000010578283,0.000010622192,0.9807807,0.0028550252,0.000092565184,0.014961148,0.00023870645],"about_ca_topic_score_codex":0.0000032117387,"about_ca_topic_score_gemma":0.0000025848476,"teacher_disagreement_score":0.9522563,"about_ca_system_score_codex":0.00004695986,"about_ca_system_score_gemma":0.0000072824528,"threshold_uncertainty_score":0.693421},"labels":[],"label_agreement":null},{"id":"W2051356163","doi":"10.1109/nano.2011.6144554","title":"A comprehensive study of concentration-encoded unicast molecular communication with binary pulse transmission","year":2011,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Intersymbol interference; Molecular communication; Unicast; Transmitter; Transmission (telecommunications); Computer science; Binary number; SIGNAL (programming language); Interference (communication); Electronic engineering; Sensitivity (control systems); Pulse (music); Data transmission; Pulse-amplitude modulation; Signal-to-noise ratio (imaging); Set (abstract data type); Telecommunications; Computer network; Decoding methods; Detector; Mathematics; Engineering; Channel (broadcasting)","score_opus":0.02341811398227722,"score_gpt":0.22090470868392542,"score_spread":0.1974865947016482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051356163","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":[0.9074925,0.0018955403,0.062895216,0.000028424976,0.000017979253,0.0006687976,0.0000011217935,0.00020306665,0.026797358],"genre_scores_gemma":[0.98676497,0.0004054467,0.012705492,0.000032809887,0.0000015305135,0.000027707196,0.000020331192,0.00002354134,0.000018176694],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922705,0.00014422876,0.0002644025,0.00010670902,0.00014105189,0.00011653826],"domain_scores_gemma":[0.9989405,0.000029809718,0.000048414142,0.0008042217,0.00011315221,0.000063855245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051274248,0.00012624597,0.0001702591,0.000045882764,0.000053098203,0.000008040659,0.00032800762,0.00005459256,0.00016463014],"category_scores_gemma":[0.0000012929971,0.0001081284,0.00003079062,0.0002594008,0.00005442767,0.00008507186,0.000037206217,0.00014671039,0.000004476463],"study_design_candidate":"simulation_or_modeling","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":[0.0013617699,0.008392255,0.006294252,0.00046428762,0.001898501,0.00014564604,0.067039736,0.13952725,0.64377934,0.015768321,0.0010273503,0.114301324],"study_design_scores_gemma":[0.012385425,0.0033558826,0.029650602,0.0004948326,0.00040384522,0.000048397396,0.01414192,0.731413,0.20116724,0.00037477046,0.0049066776,0.0016573685],"about_ca_topic_score_codex":0.00008039999,"about_ca_topic_score_gemma":0.000025647852,"teacher_disagreement_score":0.5918858,"about_ca_system_score_codex":0.000015001491,"about_ca_system_score_gemma":0.000013543819,"threshold_uncertainty_score":0.4409348},"labels":[],"label_agreement":null},{"id":"W2052092407","doi":"10.6000/1929-2279.2014.03.03.1","title":"Surface Functionalization of Gold Nanoparticles for Simultaneous Suppression of Cancer Stem Cells and Cancer Cells","year":2014,"lang":"en","type":"article","venue":"Journal of cancer research updates","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Surface modification; Colloidal gold; Nanoparticle; Nanotechnology; Cancer cell; Biophysics; Chemistry; DNA; Cancer; Cancer therapy; Materials science; Biochemistry; Biology; Genetics","score_opus":0.03180202149639124,"score_gpt":0.33300079095075485,"score_spread":0.30119876945436364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052092407","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":[0.9631599,0.033347268,0.0025058698,0.00028988218,0.00033444914,0.00023589113,0.00006866259,0.00001033013,0.00004771493],"genre_scores_gemma":[0.97564936,0.023571959,0.00046898786,0.000015590496,0.00009154339,0.000015547432,0.000002008833,0.000023497449,0.00016149489],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875724,0.00013772835,0.0004127436,0.00008682379,0.0004063404,0.00019913673],"domain_scores_gemma":[0.9983401,0.000456012,0.00019047459,0.00016959642,0.0007503809,0.00009348813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006680984,0.00008966639,0.00024191872,0.00010605574,0.000047802776,0.000022517117,0.0002106409,0.000067855035,0.000091092996],"category_scores_gemma":[0.000029228733,0.000074778094,0.000055572706,0.00021658636,0.00009934765,0.00010595706,0.000046624118,0.0001913705,4.4032052e-7],"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":[0.00012957455,0.000018916531,0.00045407162,0.00018935034,0.000060943796,3.1484444e-7,0.00009081863,0.36451197,0.6185924,0.000043899672,0.004332714,0.011575031],"study_design_scores_gemma":[0.0005256212,0.00009405607,0.00008991322,0.00030795575,0.000028945282,6.3760837e-7,0.00004461301,0.11726178,0.8488239,0.000071999384,0.032682527,0.00006806049],"about_ca_topic_score_codex":0.00017231148,"about_ca_topic_score_gemma":0.00016967482,"teacher_disagreement_score":0.24725018,"about_ca_system_score_codex":0.00007728031,"about_ca_system_score_gemma":0.000090310175,"threshold_uncertainty_score":0.3049362},"labels":[],"label_agreement":null},{"id":"W2052353088","doi":"10.4108/icst.bodynets.2013.253560","title":"A Generalized Strength-Based Signal Detection Model for Concentration-Encoded Molecular Communication","year":2013,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":17,"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 Ottawa","funders":"","keywords":"Molecular communication; Signal strength; SIGNAL (programming language); Diffusion; Detection theory; Noise (video); Computer science; Signal-to-noise ratio (imaging); Biological system; Algorithm; Electronic engineering; Physics; Telecommunications; Artificial intelligence; Engineering; Thermodynamics","score_opus":0.012165261991890957,"score_gpt":0.21635666850284904,"score_spread":0.20419140651095807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052353088","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":[0.047998026,0.00034526834,0.94893557,0.00021205499,0.000027974922,0.0005982801,0.0000031643806,0.0003182234,0.0015614673],"genre_scores_gemma":[0.90649927,0.00004810595,0.092413306,0.00033154993,0.000009158513,0.00046886722,0.00011654508,0.000027898503,0.00008527426],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934095,0.000053766296,0.00023371584,0.00010571355,0.00009684282,0.00016901609],"domain_scores_gemma":[0.99923253,0.00005394437,0.000036289166,0.00049136655,0.00011922314,0.000066625034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000088610315,0.00012142324,0.000110653375,0.00003823577,0.00009455582,0.000063632266,0.00021515832,0.000096266784,0.00015660732],"category_scores_gemma":[0.000009708177,0.000127256,0.00007793791,0.00011048676,0.000023808965,0.00011806692,0.000015807065,0.00010195887,0.000019850055],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070068972,0.000023519648,0.0000040318623,0.000012393433,0.000023448265,5.4033986e-8,0.000046500827,0.78768605,0.1990578,0.003630937,0.0010439436,0.008464313],"study_design_scores_gemma":[0.0006345195,0.000011591449,0.000006208751,0.0000069343573,0.000011267318,2.740418e-7,0.00000816747,0.8578064,0.13993578,0.0009980419,0.00044838988,0.00013246518],"about_ca_topic_score_codex":0.00003412974,"about_ca_topic_score_gemma":0.0000378381,"teacher_disagreement_score":0.85850126,"about_ca_system_score_codex":0.000048993716,"about_ca_system_score_gemma":0.000020665819,"threshold_uncertainty_score":0.5189349},"labels":[],"label_agreement":null},{"id":"W2058917240","doi":"10.1109/iembs.2011.6090206","title":"Preliminary design of a SIMO fuzzy controller for steering microparticles inside blood vessels by using a magnetic resonance imaging system","year":2011,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Magnetic resonance imaging; Fuzzy logic; Controller (irrigation); Computer science; Fuzzy control system; Control theory (sociology); Set (abstract data type); Fuzzy set; Biomedical engineering; Blood circulation; Control engineering; Engineering; Control (management); Medicine; Artificial intelligence; Radiology","score_opus":0.023671497164568643,"score_gpt":0.20544689360773638,"score_spread":0.18177539644316773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058917240","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11248565,0.053779833,0.83113235,0.000008090916,0.00007920331,0.0009258402,0.000009166868,0.00030344623,0.0012763956],"genre_scores_gemma":[0.93553054,0.00006890722,0.064237796,0.000021538173,0.00001062846,0.00006257588,0.0000013196677,0.000042259522,0.00002440944],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999146,0.00006293601,0.00034146133,0.00013629234,0.00007540866,0.00023791273],"domain_scores_gemma":[0.99941856,0.00010342136,0.00005168651,0.0003145276,0.000058402606,0.000053376123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020427165,0.00013986554,0.00022142823,0.000056520035,0.00005018858,0.00001660373,0.00019379375,0.000046785724,0.0000092604305],"category_scores_gemma":[0.000015043199,0.00014255613,0.000055832563,0.000115343704,0.000032077864,0.00007425607,0.00004422993,0.00006801292,0.0000018443096],"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":[0.00015189392,0.00006833417,0.0002078685,0.00022984554,0.000043873883,0.000006040856,0.00055945717,0.016958453,0.9695945,0.0004423559,0.00037268345,0.011364714],"study_design_scores_gemma":[0.0011687627,0.000079775156,0.00012417715,0.00019466238,0.00007900268,0.000018961287,0.00015458325,0.82356846,0.17418566,0.000032482214,0.0002165531,0.00017691143],"about_ca_topic_score_codex":0.00002833047,"about_ca_topic_score_gemma":8.9000537e-7,"teacher_disagreement_score":0.8230449,"about_ca_system_score_codex":0.000023861114,"about_ca_system_score_gemma":0.0000118927765,"threshold_uncertainty_score":0.581327},"labels":[],"label_agreement":null},{"id":"W2070045377","doi":"10.1109/bwcca.2012.15","title":"Strength Based Receiver Architecture and Communication Range and Rate Dependent Signal Detection Characteristics of Concentration Encoded Molecular Communication","year":2012,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":11,"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 Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular communication; Intersymbol interference; Computer science; Transmission (telecommunications); Unicast; Energy (signal processing); Channel (broadcasting); Electronic engineering; SIGNAL (programming language); Bit error rate; Binary number; Communications system; Detection theory; Pulse (music); Data transmission; Pulse-amplitude modulation; Telecommunications; Transmitter; Computer network; Detector; Mathematics; Engineering; Multicast; Statistics","score_opus":0.006509745237162289,"score_gpt":0.19589943678796978,"score_spread":0.18938969155080748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070045377","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":[0.8446795,0.0038396802,0.14980158,0.00007552108,0.00004112624,0.00029642458,0.000007669143,0.00009376814,0.0011647746],"genre_scores_gemma":[0.99095845,0.0027409627,0.0060830396,0.00006670059,0.000010937541,0.000019078201,0.00009502249,0.000018495175,0.0000073404326],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896634,0.00041734308,0.0003021598,0.00008507605,0.000094559124,0.00013451511],"domain_scores_gemma":[0.9991019,0.00014796192,0.000106627354,0.0004983997,0.00006238745,0.0000827624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049936277,0.00012435942,0.00016094201,0.000053012624,0.0000825291,0.000026865011,0.00013314781,0.00011176882,0.000033144825],"category_scores_gemma":[0.00002428376,0.00012805508,0.000028267033,0.00009924216,0.000082895116,0.00015426418,0.000049954997,0.00021993548,0.0000012927165],"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":[0.00020281663,0.00029117384,0.025746092,0.00029458673,0.00024204131,9.574876e-7,0.0022454248,0.0046642777,0.5986508,0.0040431633,0.00008371264,0.36353496],"study_design_scores_gemma":[0.0028922858,0.00011811571,0.14066033,0.00020426171,0.00020477128,0.000016932676,0.00022456849,0.5097076,0.34235388,0.00026296108,0.0026340927,0.0007201352],"about_ca_topic_score_codex":0.000022237382,"about_ca_topic_score_gemma":0.000042715947,"teacher_disagreement_score":0.5050434,"about_ca_system_score_codex":0.000025052446,"about_ca_system_score_gemma":0.000007881938,"threshold_uncertainty_score":0.5221935},"labels":[],"label_agreement":null},{"id":"W2073778545","doi":"10.1109/tnb.2012.2186460","title":"On-Chip Molecular Communication: Analysis and Design","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on NanoBioscience","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Transmitter; Computer science; Transmission (telecommunications); Information transfer; Toolbox; Electronic engineering; Chip; Set (abstract data type); Telecommunications; Engineering; Channel (broadcasting)","score_opus":0.016840199929028042,"score_gpt":0.23068183523251964,"score_spread":0.2138416353034916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073778545","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026225362,0.00056000246,0.9714859,0.00009063653,0.00013546446,0.00012894932,0.000003901903,0.00014341205,0.0012263348],"genre_scores_gemma":[0.9898123,0.00041719695,0.009408666,0.00024289728,0.000003908314,0.000033611166,0.0000012883855,0.000013240704,0.0000668484],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992178,0.000113153445,0.00014534903,0.00013242508,0.00016129669,0.00022997204],"domain_scores_gemma":[0.99896467,0.00015505838,0.000022242832,0.0007025788,0.000020871563,0.00013460827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028876105,0.00012554714,0.0001247598,0.00025475209,0.00022582056,0.0000409374,0.00030202453,0.00006532379,0.000064195076],"category_scores_gemma":[0.0000042785455,0.00012507531,0.00007518329,0.0011210635,0.00011096862,0.00014168273,0.0000020560883,0.00018621043,0.00003952386],"study_design_candidate":"simulation_or_modeling","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":[0.000031277294,0.00038599674,0.00012024279,0.000017910505,0.00037011332,0.0000023543857,0.0007986637,0.8587981,0.104628205,0.0034152302,0.00035581973,0.031076126],"study_design_scores_gemma":[0.0006463232,0.00015367447,0.0020495004,0.00006463785,0.00048132107,0.000021043019,0.000074584554,0.33191326,0.66151434,0.00032191188,0.0018948178,0.00086458545],"about_ca_topic_score_codex":0.000008087977,"about_ca_topic_score_gemma":0.000007648416,"teacher_disagreement_score":0.963587,"about_ca_system_score_codex":0.000036415797,"about_ca_system_score_gemma":0.00000813292,"threshold_uncertainty_score":0.5100423},"labels":[],"label_agreement":null},{"id":"W2074934005","doi":"10.1109/tmbmc.2015.2501741","title":"Analysis and Design of Multi-Hop Diffusion-Based Molecular Communication Networks","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":105,"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":"Molecular communication; Relay; Hop (telecommunications); Computer science; Intersymbol interference; Topology (electrical circuits); Interference (communication); Computer network; Transmission (telecommunications); Probability of error; Limiting; Minification; Algorithm; Decoding methods; Mathematics; Telecommunications; Physics; Engineering; Transmitter","score_opus":0.052376075602062006,"score_gpt":0.2675392387137281,"score_spread":0.21516316311166608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074934005","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":[0.020157268,0.0067001674,0.9721043,0.00026877323,0.00003650446,0.00046833037,0.000027122816,0.00015279606,0.00008474864],"genre_scores_gemma":[0.8303188,0.004429613,0.1648532,0.00015022363,0.0000018911918,0.00013393427,0.00007491561,0.00002589667,0.000011511724],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980583,0.0007596255,0.00049633806,0.00028583576,0.0001513999,0.00024845375],"domain_scores_gemma":[0.9971687,0.00034747427,0.0001052614,0.0019337207,0.00017615387,0.00026867364],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043087915,0.00028891052,0.0004247791,0.00028885933,0.00024526817,0.00004095916,0.00072785985,0.0003038833,0.000014155455],"category_scores_gemma":[0.000025552132,0.00026727904,0.0001876028,0.0008209191,0.0005209547,0.00005696869,0.000039255894,0.0005002997,0.0000038764506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057322653,0.00076147733,0.0005445246,0.000013549157,0.00044321324,0.0000024094718,0.00021622666,0.92830896,0.044563927,0.00009060442,0.000010649963,0.024987154],"study_design_scores_gemma":[0.00114123,0.000102976315,0.0008171336,0.000034510453,0.0002839944,0.0000035025032,0.000089960515,0.9895124,0.007515364,0.000034983008,0.00016274472,0.00030124479],"about_ca_topic_score_codex":0.000049067843,"about_ca_topic_score_gemma":0.00009867695,"teacher_disagreement_score":0.81016153,"about_ca_system_score_codex":0.000040438208,"about_ca_system_score_gemma":0.000023729623,"threshold_uncertainty_score":0.99997795},"labels":[],"label_agreement":null},{"id":"W2083568634","doi":"10.1016/j.cpc.2008.01.027","title":"Reactive multiparticle collision dynamics","year":2008,"lang":"en","type":"article","venue":"Computer Physics Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":61,"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; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mesoscopic physics; Phase space; Statistical physics; Collision; Physics; Dynamics (music); Action (physics); Non-equilibrium thermodynamics; Classical mechanics; Computer science; Quantum mechanics","score_opus":0.03152413096298515,"score_gpt":0.22815687925607842,"score_spread":0.19663274829309327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083568634","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":[0.03749055,0.0005714881,0.9490839,0.0003092656,0.0001604966,0.00022488047,0.000011288252,0.00058208336,0.011566024],"genre_scores_gemma":[0.8747317,0.000548376,0.12435028,0.000093386494,0.000053031355,0.000033405326,0.00012336465,0.000028377763,0.000038075297],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993867,0.000078688354,0.00018464381,0.00010020669,0.000096812306,0.0001529113],"domain_scores_gemma":[0.9975995,0.00013695574,0.000034467554,0.0020766186,0.00008356295,0.0000688912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054269127,0.000114952534,0.0001262987,0.00003092809,0.00031086316,0.000021573882,0.000772695,0.000048868485,0.0000037463303],"category_scores_gemma":[0.0000038654944,0.00013188756,0.00006619847,0.00031680474,0.0001253797,0.00013587723,0.00035332717,0.00025231537,0.0000980707],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021735368,0.0015349898,0.004394397,0.00004718142,0.00044599833,0.0000138592895,0.0067823394,0.56528515,0.0060856943,0.19071808,0.033028815,0.19164175],"study_design_scores_gemma":[0.00020014764,0.0000106801845,0.0013265727,0.000012815116,0.0000069001626,0.000007833782,0.000012070163,0.99051255,0.00035435744,0.0005159673,0.0068960926,0.00014399024],"about_ca_topic_score_codex":0.000009225218,"about_ca_topic_score_gemma":0.000015966963,"teacher_disagreement_score":0.8372412,"about_ca_system_score_codex":0.00008609099,"about_ca_system_score_gemma":0.00001638213,"threshold_uncertainty_score":0.5378218},"labels":[],"label_agreement":null},{"id":"W2086949446","doi":"10.1016/j.nancom.2013.04.001","title":"Molecular communication via microtubules and physical contact in nanonetworks: A survey","year":2013,"lang":"en","type":"article","venue":"Nano Communication Networks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":26,"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":"Molecular communication; Computer science; Simple (philosophy); Field (mathematics); Focus (optics); Human–computer interaction; Telecommunications; Physics; Channel (broadcasting)","score_opus":0.0072499472051217794,"score_gpt":0.2116035759438047,"score_spread":0.2043536287386829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086949446","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":[0.9121322,0.037942424,0.042250726,0.00079710165,0.00012276019,0.0015750759,0.0000065268587,0.0005615474,0.004611625],"genre_scores_gemma":[0.99019974,0.0063441494,0.0023539814,0.00027117052,0.000020655736,0.00033893608,0.00036344252,0.00008361613,0.000024304914],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99740595,0.0010926636,0.00058548554,0.00027291971,0.00018446783,0.00045853783],"domain_scores_gemma":[0.9965375,0.0006692833,0.00013327907,0.0023440598,0.00015881192,0.00015707685],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007544153,0.0003462296,0.00043919985,0.00016818696,0.00019500483,0.0001753665,0.001115303,0.00029936794,0.000051569474],"category_scores_gemma":[0.00003559003,0.00038271645,0.00008566127,0.00070351857,0.00016077464,0.0003408568,0.00042508906,0.00082949427,0.000036167075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017179833,0.0013071581,0.049673535,0.00019076647,0.0006542945,0.000010351756,0.0040007653,0.6063115,0.05425893,0.029275116,0.018739296,0.2354065],"study_design_scores_gemma":[0.0009304409,0.000032155556,0.053284943,0.00014488198,0.00001986863,0.000011193602,0.00006112033,0.9411453,0.0005475564,0.0012555362,0.0020050795,0.0005618925],"about_ca_topic_score_codex":0.00044284278,"about_ca_topic_score_gemma":0.00077703974,"teacher_disagreement_score":0.33483386,"about_ca_system_score_codex":0.000107802836,"about_ca_system_score_gemma":0.000017333981,"threshold_uncertainty_score":0.9998625},"labels":[],"label_agreement":null},{"id":"W2091387011","doi":"10.1109/jsac.2014.2367751","title":"Guest Editorial Series on Molecular, Biological, and Multiscale Communication (First Issue)","year":2014,"lang":"en","type":"editorial","venue":"IEEE Journal on Selected Areas in Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science; Series (stratigraphy); Molecular communication; Data science; Telecommunications; Biology","score_opus":0.011433841721686525,"score_gpt":0.25606472038239614,"score_spread":0.24463087866070962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091387011","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":[0.0008092779,0.0074721463,0.0004854927,0.0018011705,0.98245156,0.00070350076,0.000110739296,0.00037764534,0.00578848],"genre_scores_gemma":[0.04356685,0.12603645,0.0032682472,0.00014082761,0.8248124,0.00024207747,0.001491967,0.0002441992,0.0001969838],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960358,0.0013319468,0.0010771888,0.00035783264,0.00070474733,0.00049249403],"domain_scores_gemma":[0.992147,0.0028309894,0.0004368161,0.0036456108,0.0006809121,0.0002586144],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0009992146,0.00062258774,0.00075907854,0.00054086803,0.0007577929,0.00034217414,0.002920854,0.001529271,0.000031974447],"category_scores_gemma":[0.0013511187,0.0006170122,0.00015455949,0.00073268596,0.00034941337,0.00017566772,0.00032576747,0.005854066,0.00009866237],"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":[0.00008810126,0.00023197694,0.00002101548,0.000026526184,0.00011625339,0.0000046723717,0.00016186788,0.0024773309,0.0002640629,0.000115258925,0.9957344,0.0007585524],"study_design_scores_gemma":[0.0010278685,0.00027596788,0.0000645374,0.00086486374,0.000047237452,0.000022080854,0.000022266162,0.0018747553,0.00019264518,0.00022908745,0.9947754,0.0006032626],"about_ca_topic_score_codex":0.000025386144,"about_ca_topic_score_gemma":0.0005091773,"teacher_disagreement_score":0.15763915,"about_ca_system_score_codex":0.00040451187,"about_ca_system_score_gemma":0.000132794,"threshold_uncertainty_score":0.99976695},"labels":[],"label_agreement":null},{"id":"W2093287389","doi":"10.1016/j.nancom.2011.01.001","title":"On the characterization of binary concentration-encoded molecular communication in nanonetworks","year":2010,"lang":"en","type":"article","venue":"Nano Communication Networks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":193,"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":"Molecular communication; Transmission (telecommunications); Unicast; Context (archaeology); Transmitter; Modulation (music); Binary number; SIGNAL (programming language); Channel (broadcasting); Computer science; Diffusion; Electronic engineering; Biological system; Materials science; Telecommunications; Physics; Mathematics; Computer network; Multicast; Acoustics; Engineering; Biology","score_opus":0.005765786696224564,"score_gpt":0.20174192484067124,"score_spread":0.19597613814444667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093287389","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":[0.97050595,0.0014874709,0.016302163,0.0019286464,0.00033075674,0.00096562016,0.000007140176,0.00025046396,0.008221802],"genre_scores_gemma":[0.99536324,0.0024233365,0.0010535138,0.00040099706,0.000022035585,0.00018246433,0.00046860127,0.00005653347,0.000029288436],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99793655,0.00058490253,0.0007358051,0.00018788388,0.00025500817,0.000299824],"domain_scores_gemma":[0.9959081,0.0006320251,0.00025601167,0.0029757167,0.00015871377,0.00006944261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096675043,0.00025195986,0.00028124888,0.00012105645,0.00021469536,0.00006439154,0.001513464,0.00034781816,0.00015619642],"category_scores_gemma":[0.00006666326,0.00023200782,0.000099623794,0.00089436694,0.00023482829,0.00018880519,0.00018406071,0.0012327188,0.0000105970375],"study_design_candidate":"simulation_or_modeling","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":[0.00006050165,0.00024827756,0.0007424781,0.00002194926,0.00006730634,0.0000012622618,0.0005609796,0.2508939,0.47245523,0.26807347,0.00096473657,0.0059099174],"study_design_scores_gemma":[0.0007749577,0.000040668227,0.0058105257,0.00020397046,0.000023538689,0.000004233924,0.000050364677,0.9715786,0.01575465,0.0016038896,0.0037375605,0.0004170389],"about_ca_topic_score_codex":0.000011873986,"about_ca_topic_score_gemma":0.00011572365,"teacher_disagreement_score":0.7206847,"about_ca_system_score_codex":0.000053493673,"about_ca_system_score_gemma":0.00003449094,"threshold_uncertainty_score":0.9461004},"labels":[],"label_agreement":null},{"id":"W2094288302","doi":"10.1007/s12668-013-0086-5","title":"Performance Analysis of Convolutional Coding Techniques in Diffusion-Based Concentration-Encoded PAM Molecular Communication Systems","year":2013,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Molecular Communication and Nanonetworks","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 Ottawa","funders":"","keywords":"Convolutional code; Molecular communication; Computer science; Intersymbol interference; Bit error rate; Algorithm; Communications system; Coding gain; Coding (social sciences); Electronic engineering; Transmission (telecommunications); Channel (broadcasting); Theoretical computer science; Telecommunications; Transmitter; Decoding methods; Mathematics; Statistics","score_opus":0.008145866694258626,"score_gpt":0.2085252022020459,"score_spread":0.20037933550778728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094288302","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":[0.9385082,0.0008881617,0.058309272,0.000082890045,0.00006907166,0.00037792017,0.0000070741467,0.000112936206,0.0016444589],"genre_scores_gemma":[0.99639696,0.00034038725,0.003051056,0.00004732138,0.0000028157058,0.00008961578,0.000054535212,0.000006347854,0.00001096519],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907064,0.000078373196,0.00033364524,0.00012714155,0.00023710479,0.00015307477],"domain_scores_gemma":[0.99921304,0.00008344196,0.00008250392,0.00045774534,0.00011910948,0.000044182387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024738614,0.00009264527,0.0001681506,0.00024088623,0.000070585214,0.000031866937,0.00040105436,0.00006919554,0.000039304883],"category_scores_gemma":[0.000026649981,0.000092384114,0.000050389266,0.0013740266,0.00014509742,0.00015161894,0.00004034233,0.000091299786,0.0000051891457],"study_design_candidate":"simulation_or_modeling","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":[0.000004063143,0.00009373856,0.057394397,0.0000454148,0.000043548145,4.9679403e-7,0.00013245839,0.30394292,0.6305838,0.0055743754,0.00013924441,0.0020455203],"study_design_scores_gemma":[0.00009307886,0.00000980907,0.04449055,0.00006902645,0.000016791517,2.9061823e-7,0.000020853851,0.93136925,0.023687027,0.000008663413,0.00013457115,0.00010009086],"about_ca_topic_score_codex":0.00014256971,"about_ca_topic_score_gemma":0.0000137813895,"teacher_disagreement_score":0.6274263,"about_ca_system_score_codex":0.000084975414,"about_ca_system_score_gemma":0.000041689633,"threshold_uncertainty_score":0.3767315},"labels":[],"label_agreement":null},{"id":"W2104733366","doi":"10.3389/fncom.2012.00023","title":"Population coding in sparsely connected networks of noisy neurons","year":2012,"lang":"en","type":"article","venue":"Frontiers in Computational Neuroscience","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coding (social sciences); Computer science; Population; Statistics; Mathematics; Medicine","score_opus":0.026744361757778227,"score_gpt":0.22992514976630685,"score_spread":0.20318078800852862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104733366","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30204535,0.000489177,0.69546765,0.000048447848,0.0014488933,0.00014587645,0.0000026501868,0.000056207613,0.0002957601],"genre_scores_gemma":[0.9893189,0.000051887604,0.010462835,0.000107344225,0.000020205043,0.0000064463593,0.000017159682,0.000011306559,0.000003928567],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913573,0.000082586375,0.00027572736,0.00011561819,0.0001630121,0.0002273124],"domain_scores_gemma":[0.99966353,0.00008227851,0.000049948587,0.00013349231,0.000018795537,0.00005194026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021155099,0.0000850242,0.00013652824,0.00022631117,0.000033599877,0.000012824374,0.00020210638,0.000043224332,0.000002630043],"category_scores_gemma":[0.000061166334,0.00010165416,0.00002363488,0.00078385015,0.000051529976,0.00019808333,0.000037170947,0.0001716024,6.3631234e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034951902,0.000024873036,0.13804129,0.0000052782366,6.954198e-7,8.7240727e-7,0.000042410684,0.8596152,0.00027752627,0.000903671,0.00020028291,0.0008844164],"study_design_scores_gemma":[0.00011284857,0.000004581422,0.40293232,0.0000125110455,9.586062e-7,0.0000018929608,0.000004609992,0.59661347,0.00001775005,0.00014852801,0.000096364245,0.000054158365],"about_ca_topic_score_codex":0.000009379837,"about_ca_topic_score_gemma":0.000005981124,"teacher_disagreement_score":0.68727356,"about_ca_system_score_codex":0.00004506343,"about_ca_system_score_gemma":0.000009773419,"threshold_uncertainty_score":0.41453362},"labels":[],"label_agreement":null},{"id":"W2110935968","doi":"10.1109/tsp.2006.871973","title":"Estimation of the number of operating sensors in large-scale sensor networks with mobile access","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Signal Processing","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":56,"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 Waterloo","funders":"","keywords":"Estimator; Wireless sensor network; Point estimation; Computer science; Trimmed estimator; Mathematics; Estimation theory; Algorithm; Statistics; Minimum-variance unbiased estimator; Mathematical optimization; Efficient estimator","score_opus":0.007745393523433011,"score_gpt":0.24386734153567738,"score_spread":0.23612194801224437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110935968","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3534677,0.00006711175,0.64572376,0.0000063841435,0.000022795719,0.00013074958,0.0000025939148,0.000033486256,0.0005453838],"genre_scores_gemma":[0.99488765,0.000009653433,0.004990841,0.000011807963,0.000011186116,0.00003085125,0.000002208336,0.000024616145,0.000031168038],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925655,0.000053111253,0.0002987417,0.00009981043,0.00014908313,0.00014268844],"domain_scores_gemma":[0.9996315,0.00004432659,0.000074617106,0.0001808464,0.00005133782,0.000017347455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120599645,0.000108639935,0.00014944344,0.00005827915,0.00009890165,0.00002933657,0.00015241721,0.0000716743,0.000033256925],"category_scores_gemma":[5.5021644e-7,0.000085796244,0.000044979435,0.0005239516,0.000043798038,0.00015396927,0.0000017120962,0.0002468142,8.070718e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011790551,0.000066218956,0.0004530938,0.000059418293,0.0000068334766,4.289797e-7,0.00014778366,0.9861842,0.0018340264,0.0000018577998,0.0000033084352,0.01123105],"study_design_scores_gemma":[0.00030200815,0.000010073385,0.0004842795,0.0002635647,0.000016126924,0.000006169668,0.000082034516,0.9380152,0.060715612,0.0000056433796,0.000008182422,0.00009108884],"about_ca_topic_score_codex":0.000027852175,"about_ca_topic_score_gemma":0.00008095908,"teacher_disagreement_score":0.64141995,"about_ca_system_score_codex":0.000028217792,"about_ca_system_score_gemma":0.000021816524,"threshold_uncertainty_score":0.34986696},"labels":[],"label_agreement":null},{"id":"W2117420805","doi":"10.1049/el.2013.1133","title":"Reliable communication envelopes of molecular diffusion channels","year":2013,"lang":"en","type":"article","venue":"Electronics Letters","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"York University","funders":"","keywords":"Molecular communication; Diffusion; Computer science; Channel (broadcasting); Electronic engineering; Statistical physics; Biological system; Physics; Telecommunications; Engineering; Biology; Transmitter; Thermodynamics","score_opus":0.0034692410717894525,"score_gpt":0.173384629997578,"score_spread":0.16991538892578856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117420805","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":[0.94572634,0.009891466,0.037743572,0.0025868719,0.00009280741,0.00034923656,6.023543e-7,0.0002155606,0.0033935246],"genre_scores_gemma":[0.994318,0.0018627981,0.0030001246,0.00065145356,0.000009745567,0.000048043545,0.00003078142,0.000031161348,0.00004789235],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993149,0.00004379323,0.00020022044,0.00008608229,0.0001166139,0.00023839234],"domain_scores_gemma":[0.9992243,0.00002567984,0.00004335563,0.00063248805,0.00003516405,0.00003899069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000100281315,0.00010729711,0.0001263012,0.00006837625,0.00004561186,0.00002356059,0.00036104224,0.000060782804,0.000088195746],"category_scores_gemma":[0.0000072137805,0.000114880095,0.00005061225,0.00018543737,0.000030229292,0.00008723498,0.000060273866,0.00022059906,0.000050741935],"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":[0.000002046175,0.000020189033,0.000053917014,0.000021435777,0.000039604376,4.3888718e-7,0.00013240776,0.026292732,0.9566979,0.0019929018,0.0104120495,0.004334426],"study_design_scores_gemma":[0.0008994523,0.00007527673,0.0005920598,0.00013500528,0.000038719838,0.000008740329,0.000040077826,0.18426198,0.70910484,0.0020762354,0.1020639,0.0007036831],"about_ca_topic_score_codex":0.000027546883,"about_ca_topic_score_gemma":0.0000032812343,"teacher_disagreement_score":0.24759299,"about_ca_system_score_codex":0.000055968252,"about_ca_system_score_gemma":0.000009473106,"threshold_uncertainty_score":0.46846744},"labels":[],"label_agreement":null},{"id":"W2128281473","doi":"10.1109/tnb.2012.2190546","title":"Molecular Communication Using Brownian Motion With Drift","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on NanoBioscience","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":187,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Molecular communication; Transmitter; Brownian motion; Mutual information; Transmission (telecommunications); Information transmission; Variety (cybernetics); Information theory","score_opus":0.014977818526884679,"score_gpt":0.22182599547864712,"score_spread":0.20684817695176244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128281473","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16601068,0.00025404018,0.83208984,0.000043475324,0.00020273543,0.000141483,0.0000030184183,0.00019085278,0.001063861],"genre_scores_gemma":[0.98990273,0.00010564125,0.00980429,0.00010411989,0.000008387317,0.000019389072,0.000002006872,0.000025043071,0.000028404402],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991779,0.00006916223,0.00014861792,0.00012233174,0.0001982581,0.00028373508],"domain_scores_gemma":[0.99913496,0.000026086114,0.000031376603,0.00065174076,0.000037285907,0.00011857858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017843679,0.00013571902,0.00009499542,0.00013288106,0.00025303417,0.000039242925,0.00030591493,0.000072956755,0.000032531178],"category_scores_gemma":[0.0000015142625,0.00012942005,0.00004508132,0.00059791305,0.00011056492,0.00034444098,0.0000017187093,0.00020772699,0.000028655864],"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":[0.000014077921,0.00020956245,0.00011847817,0.000019282139,0.000029318864,0.0000012772392,0.00047701644,0.5941303,0.38586172,0.00047167382,0.000034844797,0.018632457],"study_design_scores_gemma":[0.00047576387,0.000063517116,0.0005285704,0.00011758584,0.000054194486,0.000058911563,0.00009338575,0.27835956,0.71778077,0.000020163996,0.0019431782,0.00050440355],"about_ca_topic_score_codex":0.000021158568,"about_ca_topic_score_gemma":0.000018084893,"teacher_disagreement_score":0.82389206,"about_ca_system_score_codex":0.000083497725,"about_ca_system_score_gemma":0.000014387703,"threshold_uncertainty_score":0.5277597},"labels":[],"label_agreement":null},{"id":"W2129292834","doi":"10.1109/ccece.2011.6030431","title":"Characterization of intersymbol interference in concentration-encoded unicast molecular communication","year":2011,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":41,"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 Ottawa","funders":"","keywords":"Intersymbol interference; Molecular communication; Transmission (telecommunications); Interference (communication); Computer science; SIGNAL (programming language); Pulse shaping; Electronic engineering; Unicast; Pulse-amplitude modulation; Communications system; Pulse (music); Materials science; Telecommunications; Physics; Optics; Engineering; Computer network; Channel (broadcasting); Transmitter; Detector","score_opus":0.017918774036711747,"score_gpt":0.204578608975402,"score_spread":0.18665983493869026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129292834","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":[0.75209975,0.00014682196,0.2092717,0.000031585576,0.00005117296,0.00019026532,0.0000019863317,0.00009742,0.038109288],"genre_scores_gemma":[0.99689925,0.0003389918,0.0026112415,0.000043496857,0.0000016960872,0.000016566608,0.00005774793,0.000012096175,0.000018935198],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994115,0.000074691445,0.00029950176,0.00007110548,0.000051445768,0.00009173239],"domain_scores_gemma":[0.9993687,0.000014507211,0.00004884042,0.0004915357,0.000048637525,0.00002778171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000102930906,0.0000782889,0.000113600276,0.000062599756,0.000010962169,0.000007638227,0.00032129607,0.000058312253,0.00019051365],"category_scores_gemma":[0.000009763257,0.00008438836,0.000025771213,0.00020980691,0.000041080122,0.00012094709,0.00005411577,0.00011605249,0.000009326141],"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":[0.000019816755,0.00008364304,0.0021383767,0.000025749761,0.000025027717,0.0000013683256,0.0025415493,0.0003875495,0.9707488,0.018958123,0.000017148608,0.005052872],"study_design_scores_gemma":[0.000543992,0.000040086645,0.009543209,0.00018194564,0.000010387697,0.0000026322796,0.00021695609,0.1491951,0.83945704,0.00041501026,0.00014952941,0.00024412971],"about_ca_topic_score_codex":0.000028041419,"about_ca_topic_score_gemma":0.00005557058,"teacher_disagreement_score":0.24479946,"about_ca_system_score_codex":0.00002466317,"about_ca_system_score_gemma":0.000008922744,"threshold_uncertainty_score":0.34412575},"labels":[],"label_agreement":null},{"id":"W2131966214","doi":"10.1109/iccw.2014.6881284","title":"A molecular communication link for monitoring in confined environments","year":2014,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Australian Research Council","keywords":"Molecular communication; Computer science; Link (geometry); Wireless; Communications system; Pulse (music); Electronic engineering; SIGNAL (programming language); Radio propagation; Radio signal; Wireless sensor network; Radio frequency; Real-time computing; Telecommunications; Transmitter; Computer network; Channel (broadcasting); Engineering","score_opus":0.010277325657427724,"score_gpt":0.22069885504841763,"score_spread":0.2104215293909899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131966214","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09135644,0.0012506562,0.8814022,0.0004182021,0.000110042216,0.00044916564,7.802184e-7,0.00018760152,0.024824906],"genre_scores_gemma":[0.9861614,0.0001985964,0.013378011,0.000051285155,0.000015275555,0.00008136328,0.000015710762,0.000018682189,0.00007964394],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996048,0.000037100923,0.00013818589,0.000062769774,0.00004810853,0.00010899259],"domain_scores_gemma":[0.99943894,0.00005696543,0.000013392945,0.00045753104,0.000004853572,0.00002833065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015293426,0.000065783235,0.000078303965,0.000041531348,0.00002329993,0.000012606991,0.00019246592,0.000056103614,0.000012175602],"category_scores_gemma":[0.000015734928,0.00007357893,0.000027142049,0.000056192806,0.000010481848,0.000028654576,0.000030964387,0.00008534023,0.000012320326],"study_design_candidate":"simulation_or_modeling","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":[0.00003203266,0.00010883998,0.0039102156,0.00009522495,0.000096799595,0.00000128544,0.0005522228,0.336805,0.33936134,0.04411258,0.00066770084,0.27425677],"study_design_scores_gemma":[0.0012243285,0.000025627669,0.0030458278,0.000054974807,0.000009019702,7.0970947e-7,0.000025792528,0.8030826,0.08798262,0.0010406296,0.10324943,0.0002584678],"about_ca_topic_score_codex":0.0000056474605,"about_ca_topic_score_gemma":0.000005135916,"teacher_disagreement_score":0.894805,"about_ca_system_score_codex":0.00002474783,"about_ca_system_score_gemma":0.0000015898071,"threshold_uncertainty_score":0.30004618},"labels":[],"label_agreement":null},{"id":"W2133589126","doi":"10.3968/j.est.1923847920130502.3187","title":"Analysis of Normal and Infected Bio-Cell Using Dual Nanoprobe","year":2013,"lang":"en","type":"article","venue":"Energy science and technology","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cytoplasm; Nanoprobe; Cell; Yeast; Cell membrane; Liver cell; Membrane; Cell biology; White blood cell; Cell cycle; Chemistry; Biophysics; Materials science; Biology; Medicine; Nanotechnology; Immunology; Biochemistry","score_opus":0.004377062270287611,"score_gpt":0.18607196071899731,"score_spread":0.1816948984487097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133589126","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":[0.99484634,0.00070351857,0.0033522332,0.000047671023,0.00001997305,0.000020291334,4.692343e-7,0.000070932954,0.0009385499],"genre_scores_gemma":[0.9984454,0.0002016344,0.0013082487,0.000018903293,0.0000019249662,0.000003376733,0.00000121944,0.0000030379535,0.000016280834],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996108,0.000005595246,0.00009350175,0.00009694123,0.00006746587,0.00012573854],"domain_scores_gemma":[0.99966615,0.000010261758,0.00002244656,0.0002014904,0.00006964334,0.00002999206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007841437,0.00005060746,0.000101206024,0.00069204444,0.0000679333,0.00001544282,0.00011946895,0.00007217456,0.000018198856],"category_scores_gemma":[0.000014663629,0.000047037684,0.000009989771,0.002487323,0.00040077852,0.000093348426,0.00010817614,0.00005125994,5.027303e-7],"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":[4.4322945e-7,0.00001508353,0.0069665145,0.0000042963297,0.00005296165,9.638213e-7,0.00004252281,0.0036478871,0.95278466,0.012868356,0.00002251821,0.02359382],"study_design_scores_gemma":[0.00016349832,0.000037286296,0.004795605,0.000006239821,0.000073388,0.000009943848,0.00006326135,0.8013474,0.19092485,0.00027149208,0.0021537477,0.00015328947],"about_ca_topic_score_codex":0.000078829005,"about_ca_topic_score_gemma":0.000045043405,"teacher_disagreement_score":0.7976995,"about_ca_system_score_codex":0.000007357832,"about_ca_system_score_gemma":0.0000146977045,"threshold_uncertainty_score":0.19181411},"labels":[],"label_agreement":null},{"id":"W2144594047","doi":"10.1109/bimnics.2007.4610135","title":"Achievable information rates for molecular communication with distinct molecules","year":2007,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Transmitter; Molecule; Set (abstract data type); Brownian motion; Computer science; Biological system; Physics; Telecommunications; Biology; Quantum mechanics","score_opus":0.005415411305409398,"score_gpt":0.22831481020113617,"score_spread":0.22289939889572677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144594047","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":[0.014100806,0.0006559809,0.940579,0.000098185425,0.000020863741,0.00030619,0.0000026318007,0.00025899534,0.04397736],"genre_scores_gemma":[0.91499656,0.000073453135,0.08439413,0.00018077622,0.000006154679,0.000043692202,0.00022478805,0.00001922966,0.0000612464],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994739,0.000015088953,0.00019875797,0.00005069709,0.00008995048,0.00017159192],"domain_scores_gemma":[0.9993076,0.00007322024,0.000034635905,0.000452919,0.0000815605,0.000050112685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002635308,0.00010157309,0.00008506779,0.00006946319,0.00008359948,0.00005065325,0.0002142847,0.000056225508,0.000020009698],"category_scores_gemma":[0.000014525427,0.00008895934,0.00003200955,0.00016475788,0.000026403066,0.00021665065,0.000027349319,0.000089249654,0.000017948672],"study_design_candidate":"simulation_or_modeling","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":[0.0006878459,0.00024959355,0.0021863717,0.0005935681,0.00064786035,0.0000074974873,0.0017496702,0.14700288,0.036533877,0.31701842,0.020514332,0.4728081],"study_design_scores_gemma":[0.002558133,0.0001963846,0.0038544189,0.000113392736,0.000075437165,0.000020459629,0.00043860674,0.5608873,0.14696266,0.0016079814,0.28234538,0.00093984965],"about_ca_topic_score_codex":0.0000100717625,"about_ca_topic_score_gemma":0.000057043748,"teacher_disagreement_score":0.9008957,"about_ca_system_score_codex":0.000027759099,"about_ca_system_score_gemma":0.0000077989835,"threshold_uncertainty_score":0.36276567},"labels":[],"label_agreement":null},{"id":"W2147823848","doi":"10.1128/jb.01507-09","title":"Responses of <i>Escherichia coli</i> Bacteria to Two Opposing Chemoattractant Gradients Depend on the Chemoreceptor Ratio","year":2010,"lang":"en","type":"article","venue":"Journal of Bacteriology","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Petroleum Technology Research Centre","keywords":"Chemotaxis; Escherichia coli; Biology; Bacteria; Chemoreceptor; Microbiology; Cell biology; Biophysics; Receptor; Biochemistry; Genetics","score_opus":0.016052089233157475,"score_gpt":0.24872749430759325,"score_spread":0.23267540507443576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147823848","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":[0.99680513,0.00004734923,0.00069368444,0.00086312136,0.0009985791,0.00011384878,0.0000041885605,0.000013794095,0.00046029693],"genre_scores_gemma":[0.9955477,0.000055812845,0.0037270708,0.00045571674,0.00015538046,0.0000044247927,0.0000029100397,0.000023263989,0.000027708347],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900687,0.00014863862,0.0004885672,0.00007619159,0.00010616378,0.00017354611],"domain_scores_gemma":[0.99896264,0.0002465931,0.00022520551,0.00035018908,0.00010976884,0.00010560167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055013236,0.00013180562,0.00029156555,0.000095775475,0.000052160896,0.000025378127,0.00041979726,0.000097126795,0.00020176436],"category_scores_gemma":[0.0001786701,0.00009482736,0.00009857619,0.00013361737,0.000050096154,0.0000622154,0.000044545734,0.0005315833,0.00001151422],"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":[0.00022874086,0.000034444252,0.00021115664,0.0000056018966,0.000048795035,0.0000041471953,0.00016463228,0.00020403489,0.99695885,0.00017906445,0.00047712598,0.0014834051],"study_design_scores_gemma":[0.0009741114,0.00045497617,0.038210172,0.000099026154,0.000042165517,0.00018835595,0.000048711205,0.001267689,0.906297,0.00006020609,0.052101128,0.00025640585],"about_ca_topic_score_codex":0.0000024482667,"about_ca_topic_score_gemma":0.000015407224,"teacher_disagreement_score":0.0906618,"about_ca_system_score_codex":0.000026530377,"about_ca_system_score_gemma":0.000044219614,"threshold_uncertainty_score":0.38669476},"labels":[],"label_agreement":null},{"id":"W2148147164","doi":"10.1109/ccece.2011.6030462","title":"On the characteristics of concentration-encoded multi-level amplitude modulated unicast molecular communication","year":2011,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Molecular communication; Unicast; Interference (communication); Transmission (telecommunications); Amplitude; SIGNAL (programming language); Modulation (music); Binary number; Computer science; Topology (electrical circuits); Electronic engineering; Function (biology); Sequence (biology); Algorithm; Biological system; Telecommunications; Mathematics; Physics; Acoustics; Chemistry; Optics; Computer network; Engineering; Channel (broadcasting)","score_opus":0.06074877154624551,"score_gpt":0.23167373416905568,"score_spread":0.17092496262281018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148147164","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":[0.49399394,0.00034234277,0.47844294,0.00016839657,0.00009020293,0.00049327704,0.000020479756,0.00025158905,0.02619683],"genre_scores_gemma":[0.9887987,0.0002367771,0.010638655,0.00017901881,0.0000025565441,0.000018736007,0.00005409009,0.000021462378,0.000050028026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992722,0.00011429066,0.00030090683,0.00008167177,0.00010783617,0.00012305827],"domain_scores_gemma":[0.99862546,0.00008862831,0.000071763534,0.0010794695,0.000093975,0.00004070653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016995025,0.000112900285,0.00013109093,0.000025452295,0.000058289923,0.000014007759,0.000487547,0.00007596335,0.00022382493],"category_scores_gemma":[0.00004304037,0.00008907665,0.00004992245,0.0001520249,0.00007371859,0.000039130195,0.00005740813,0.00017639587,0.00002588139],"study_design_candidate":"simulation_or_modeling","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":[0.00009396609,0.0008348328,0.0010797279,0.00007134995,0.00055837573,0.000006912323,0.0041403626,0.01206106,0.26794133,0.69437397,0.0013562187,0.017481912],"study_design_scores_gemma":[0.0009952202,0.00006315217,0.035373356,0.00013020716,0.000052078147,0.0000038707926,0.00014002444,0.8258444,0.13481145,0.001491862,0.0006250622,0.00046930433],"about_ca_topic_score_codex":0.000024693141,"about_ca_topic_score_gemma":0.0000112876805,"teacher_disagreement_score":0.81378335,"about_ca_system_score_codex":0.00002103373,"about_ca_system_score_gemma":0.00001052173,"threshold_uncertainty_score":0.36324403},"labels":[],"label_agreement":null},{"id":"W2150853451","doi":"10.1109/icccn.2009.5235217","title":"A Framework to Study the Molecular Communication System","year":2009,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":41,"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 Toronto","funders":"","keywords":"Molecular communication; Transmitter; Computer science; Channel (broadcasting); Function (biology); Probability density function; Communications system; Brownian motion; Mutual information; Electronic engineering; Telecommunications; Physics; Mathematics; Engineering; Artificial intelligence","score_opus":0.012047573473639528,"score_gpt":0.25132870335329727,"score_spread":0.23928112987965774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150853451","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15650196,0.0025673094,0.75926805,0.0026026343,0.000097663535,0.0011898454,4.516365e-7,0.0011174984,0.076654606],"genre_scores_gemma":[0.98892725,0.000020957243,0.010191318,0.00077376264,0.00000954426,0.000037161142,0.0000015337213,0.000011124229,0.00002732757],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994704,0.00010992633,0.00013922655,0.000066657805,0.0001071306,0.000106636355],"domain_scores_gemma":[0.9985921,0.00004297319,0.000011018599,0.0012842075,0.000023739216,0.00004600006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002109314,0.000077671386,0.000077356264,0.00002961728,0.000093381226,0.00004441032,0.00053586246,0.000040000286,0.000021182332],"category_scores_gemma":[0.000012838555,0.00005728946,0.000029781877,0.00027646509,0.0000055374053,0.000020014822,0.000048456444,0.0001724904,0.00008611032],"study_design_candidate":"simulation_or_modeling","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":[0.000024809055,0.00043132008,0.00029455125,0.000018198856,0.00030215562,0.000020466701,0.0077407225,0.14548513,0.0049027866,0.70164645,0.008075163,0.13105822],"study_design_scores_gemma":[0.0032943694,0.0014475526,0.0654414,0.0007527789,0.00045280193,0.00009900545,0.025212152,0.7334079,0.022813428,0.013306088,0.13035017,0.003422316],"about_ca_topic_score_codex":0.0000052787454,"about_ca_topic_score_gemma":0.0000043888604,"teacher_disagreement_score":0.8324253,"about_ca_system_score_codex":0.000027418764,"about_ca_system_score_gemma":0.0000023863543,"threshold_uncertainty_score":0.23361963},"labels":[],"label_agreement":null},{"id":"W2159289537","doi":"10.1038/nphoton.2012.342","title":"Limits on classical communication from quantum entropy power inequalities","year":2013,"lang":"en","type":"article","venue":"Nature Photonics","topic":"Molecular Communication and Nanonetworks","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 Waterloo","funders":"","keywords":"Classical capacity; Quantum channel; Channel capacity; Statistical physics; Quantum information science; Quantum capacity; Shannon–Hartley theorem; Computer science; Entropy (arrow of time); Additive white Gaussian noise; Quantum information; Amplitude damping channel; Von Neumann entropy; Upper and lower bounds; Coherent information; Quantum; Channel (broadcasting); Mathematics; Physics; Quantum mechanics; Quantum entanglement; Telecommunications; Quantum network; Mathematical analysis","score_opus":0.00888919590246096,"score_gpt":0.2243962606157912,"score_spread":0.21550706471333025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159289537","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":[0.92295265,0.023482498,0.0018744112,0.0034601518,0.0011299858,0.0007743763,0.000050237388,0.0010402242,0.04523549],"genre_scores_gemma":[0.99478716,0.0012492165,0.0023275693,0.0012241564,0.000026423297,0.000051946354,0.00016073317,0.000039866827,0.00013294509],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991365,0.00010415029,0.0002154705,0.00013607013,0.0002054211,0.00020238307],"domain_scores_gemma":[0.998533,0.00023130153,0.000041242456,0.0010405922,0.00007090188,0.00008296529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008889554,0.00016449505,0.00016745087,0.00005517404,0.000074139316,0.00007359888,0.00047786886,0.00042747354,0.00038654133],"category_scores_gemma":[0.000054226413,0.00015406737,0.00007396782,0.00013469157,0.00003622892,0.00009279814,0.00005914534,0.001218326,0.00030687082],"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":[0.0001280428,0.0005770065,0.000437255,0.00006548963,0.00052778283,0.000010482771,0.003181345,0.009436528,0.08136854,0.5207003,0.371942,0.011625214],"study_design_scores_gemma":[0.00095583755,0.00009166421,0.0032837952,0.00015107,0.000030236615,0.0000029415344,0.00020949167,0.40591016,0.026510123,0.009882974,0.55230373,0.0006679821],"about_ca_topic_score_codex":0.00002772167,"about_ca_topic_score_gemma":0.000021061833,"teacher_disagreement_score":0.5108173,"about_ca_system_score_codex":0.00007191119,"about_ca_system_score_gemma":0.000013748931,"threshold_uncertainty_score":0.6282685},"labels":[],"label_agreement":null},{"id":"W2168002711","doi":"10.1109/comst.2016.2527741","title":"A Comprehensive Survey of Recent Advancements in Molecular Communication","year":2016,"lang":"en","type":"article","venue":"IEEE Communications Surveys & Tutorials","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":836,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Institute for Information and Communications Technology Promotion; National Research Foundation of Korea; Ministry of Science, ICT and Future Planning","keywords":"Molecular communication; Transmitter; Field (mathematics); Communications system; Science and engineering","score_opus":0.07143320819710564,"score_gpt":0.31345161559028273,"score_spread":0.2420184073931771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168002711","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":[0.63106537,0.052250553,0.28043127,0.0022536356,0.0042165876,0.004187516,0.00082295446,0.00109889,0.023673246],"genre_scores_gemma":[0.96050644,0.03443314,0.0045742677,0.000036612244,0.000013460804,0.00013718705,0.00021335327,0.000050950024,0.000034600518],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9932722,0.0049953214,0.000989362,0.00019502189,0.00025923832,0.0002888459],"domain_scores_gemma":[0.9924839,0.0019110809,0.00022557717,0.0046966057,0.0006004428,0.00008239728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031272196,0.00023067468,0.000468527,0.00023118008,0.00008845145,0.000020953588,0.0019899155,0.000155462,0.0000874592],"category_scores_gemma":[0.00039367095,0.00021562332,0.0000698262,0.0009356473,0.00027876074,0.00018837559,0.000322643,0.00023241804,0.00004482833],"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":[0.00012731041,0.0012393711,0.04172572,0.00014089239,0.0005695605,0.0000042101765,0.0010046519,0.009869073,0.68920696,0.005421745,0.004015488,0.24667504],"study_design_scores_gemma":[0.009374177,0.00019832407,0.5006743,0.001315248,0.0001015246,0.000009585093,0.00016530203,0.0064792596,0.13408513,0.003214006,0.34193203,0.0024511076],"about_ca_topic_score_codex":0.0005371124,"about_ca_topic_score_gemma":0.0016404381,"teacher_disagreement_score":0.5551218,"about_ca_system_score_codex":0.00018917366,"about_ca_system_score_gemma":0.00006998676,"threshold_uncertainty_score":0.8792864},"labels":[],"label_agreement":null},{"id":"W2169216872","doi":"10.1109/wcl.2013.090313.130366","title":"Spectral Efficiency of Carbon Nanotube Antenna Based MIMO Systems in the Terahertz Band","year":2013,"lang":"en","type":"article","venue":"IEEE Wireless Communications Letters","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":8,"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 Victoria","funders":"University of Victoria","keywords":"Antenna (radio); MIMO; Terahertz radiation; Carbon nanotube; Spectral efficiency; Dipole antenna; Materials science; Electronic engineering; Optoelectronics; Computer science; Telecommunications; Nanotechnology; Engineering; Channel (broadcasting)","score_opus":0.01327193368090697,"score_gpt":0.21200330120243213,"score_spread":0.19873136752152515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169216872","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":[0.9853894,0.0022677325,0.005383073,0.0034663049,0.00019447504,0.0006290245,0.0000041043495,0.000105934414,0.0025599455],"genre_scores_gemma":[0.99850816,0.0002584867,0.00047582,0.00047867696,0.000018751647,0.00020752304,0.000018582343,0.000026968522,0.0000070149026],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998679,0.0003668856,0.0004208559,0.000113525755,0.00018006322,0.00023966067],"domain_scores_gemma":[0.9970676,0.0002810511,0.00007585226,0.0024948856,0.000044644436,0.00003600588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002941963,0.00015506058,0.00020650956,0.00016108205,0.00008872547,0.000059943024,0.0017713128,0.00007108698,0.000007920422],"category_scores_gemma":[0.000008139426,0.0001315645,0.00007202706,0.0005194058,0.0001698187,0.0000735434,0.000039616665,0.00036992758,0.000011054492],"study_design_candidate":"simulation_or_modeling","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":[0.000007096174,0.0003143364,0.003320499,0.00013044983,0.00006414598,0.0000038744734,0.0022343681,0.054003853,0.93406826,0.0006961193,0.0025408652,0.0026161321],"study_design_scores_gemma":[0.0004809472,0.000017165716,0.0041241143,0.00017615836,0.000016077754,0.000006573031,0.00026462556,0.98766476,0.005195034,0.0000075475555,0.0017952116,0.00025176088],"about_ca_topic_score_codex":0.00075847784,"about_ca_topic_score_gemma":0.00012631487,"teacher_disagreement_score":0.9336609,"about_ca_system_score_codex":0.00005470882,"about_ca_system_score_gemma":0.000016634265,"threshold_uncertainty_score":0.53650445},"labels":[],"label_agreement":null},{"id":"W2172192196","doi":"10.1145/2619955.2619970","title":"Stationary Distribution of Molecules in NanoCommunication via Microtubules","year":2014,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Molecular communication; Markov chain; Stationary distribution; Markov process; Channel (broadcasting); Computer science; Brownian motion; Statistical physics; Probability distribution; Position (finance); Jump diffusion; Topology (electrical circuits); Jump; Physics; Mathematics; Telecommunications; Transmitter; Quantum mechanics; Machine learning","score_opus":0.004472629217541822,"score_gpt":0.19322702871157582,"score_spread":0.188754399494034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172192196","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15463425,0.00073406886,0.83379865,0.000117682925,0.00003250008,0.00013720251,0.0000050035937,0.000105706786,0.010434944],"genre_scores_gemma":[0.9924449,0.00022310375,0.0070173666,0.000024054132,0.00000404417,0.000014165954,0.000246221,0.00000845309,0.000017744718],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956137,0.00006801073,0.00019320205,0.00004877631,0.000055653567,0.00007301609],"domain_scores_gemma":[0.9995414,0.00004935988,0.000024359975,0.000340568,0.000026870353,0.000017436745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001377925,0.000055091048,0.000078264056,0.00004322973,0.000015857322,0.0000044585327,0.00016324682,0.000043780612,0.000030710227],"category_scores_gemma":[0.000012946012,0.000058477854,0.000022683416,0.00014408943,0.000022288606,0.00004316819,0.00003004416,0.00006768138,0.00001027147],"study_design_candidate":"simulation_or_modeling","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":[0.000037028058,0.00031280803,0.008952692,0.00020534867,0.00006773294,9.013205e-7,0.00062496826,0.19624035,0.31417832,0.10702891,0.003872592,0.36847836],"study_design_scores_gemma":[0.00052255514,0.000026044037,0.061365668,0.000044015746,0.0000063081425,0.0000026133844,0.00004317989,0.8563967,0.059227128,0.0023974115,0.01975235,0.00021605332],"about_ca_topic_score_codex":0.00002963826,"about_ca_topic_score_gemma":0.00004690368,"teacher_disagreement_score":0.8378106,"about_ca_system_score_codex":0.000022445096,"about_ca_system_score_gemma":0.0000036249558,"threshold_uncertainty_score":0.23846577},"labels":[],"label_agreement":null},{"id":"W2215276382","doi":"10.1017/cbo9781139149693.002","title":"Introduction","year":2013,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"York University","funders":"","keywords":"Computer science","score_opus":0.011067842816174544,"score_gpt":0.15933286319473644,"score_spread":0.1482650203785619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2215276382","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012257133,0.00043539781,0.0029121067,0.00002160904,0.00036021761,0.00021049369,0.00001832376,0.00038886553,0.99564075],"genre_scores_gemma":[0.00045775622,0.0005800957,0.00022266981,0.000020566742,0.00033404413,7.297218e-7,0.000083874555,0.000055271434,0.998245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994326,0.000014703273,0.0001111851,0.0001898788,0.000106356674,0.00014527152],"domain_scores_gemma":[0.9991082,0.0000125950255,0.00004784922,0.00067779224,0.00006456782,0.00008901983],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000032059037,0.00021579872,0.00019239553,0.00010389443,0.000067272995,0.000026540547,0.0003267643,0.00028685614,0.000059047095],"category_scores_gemma":[0.0000016346698,0.0002801469,0.00010774899,0.0000051285015,0.00006466556,0.00004905012,0.00012809553,0.0004195362,0.00017288688],"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":[0.0000037501586,0.0000012005606,2.7655041e-8,0.000026962978,0.00006958507,0.00001088493,0.0000055958844,0.00012729003,0.00009036902,0.55207807,0.44439518,0.003191076],"study_design_scores_gemma":[0.00013854915,0.0000074814093,0.0000014398269,0.000030852963,0.00005887506,0.0000067587907,0.0000026102289,0.0017392949,0.00025566775,0.0000036240392,0.9974879,0.00026695908],"about_ca_topic_score_codex":0.000012152879,"about_ca_topic_score_gemma":4.773787e-7,"teacher_disagreement_score":0.5530927,"about_ca_system_score_codex":0.00012010849,"about_ca_system_score_gemma":0.000012510276,"threshold_uncertainty_score":0.9999651},"labels":[],"label_agreement":null},{"id":"W2260122750","doi":"10.1109/tmbmc.2016.2537302","title":"Information Rates of ASK-Based Molecular Communication in Fluid Media","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":12,"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 Toronto","funders":"Science and Engineering Research Council","keywords":"Ask price; Computer science; Business","score_opus":0.04805933862976896,"score_gpt":0.2713428077271918,"score_spread":0.22328346909742286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260122750","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1130302,0.0030774975,0.8816409,0.00062212173,0.00007133176,0.0004471858,0.00004925763,0.00013863225,0.0009228527],"genre_scores_gemma":[0.9521705,0.0018563148,0.04543345,0.00020942926,0.000001721039,0.0001467833,0.00016174305,0.000017104689,0.0000029369178],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985353,0.0004148928,0.0005580008,0.00012676012,0.00015969359,0.00020539993],"domain_scores_gemma":[0.99789906,0.00022693904,0.00008533613,0.0014683413,0.00016059428,0.00015972678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037654437,0.00021388094,0.00027593513,0.00026108447,0.0001005486,0.000030676103,0.0007306971,0.00024335408,0.00001527983],"category_scores_gemma":[0.000042055817,0.00020520952,0.00010418768,0.00049886474,0.00031989234,0.00015180928,0.000022417007,0.0004258795,0.000020246767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028717532,0.0024221211,0.0012540125,0.00012537756,0.00022924415,0.00000623488,0.0037193163,0.60509765,0.24976282,0.0028528855,0.00017336392,0.13406982],"study_design_scores_gemma":[0.0043984144,0.00025527098,0.0027217541,0.00024214693,0.000072213305,0.0000115859875,0.0009390096,0.8170251,0.16895595,0.00068979495,0.00385649,0.00083224114],"about_ca_topic_score_codex":0.0000464571,"about_ca_topic_score_gemma":0.00014247262,"teacher_disagreement_score":0.8391403,"about_ca_system_score_codex":0.00005889709,"about_ca_system_score_gemma":0.00003842042,"threshold_uncertainty_score":0.8368201},"labels":[],"label_agreement":null},{"id":"W2260681306","doi":"10.1017/cbo9781139149693","title":"Molecular Communication","year":2013,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":663,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Computer science; Communication theory; Field (mathematics); Key (lock); Data science; Management science; Engineering ethics; Cognitive science; Engineering; Communication; Psychology; Telecommunications; Mathematics","score_opus":0.010028709580504001,"score_gpt":0.16983342763813133,"score_spread":0.15980471805762733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260681306","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006660363,0.0023102674,0.004525568,0.000008998976,0.00010224706,0.0003797486,0.00003175961,0.0005022678,0.9920725],"genre_scores_gemma":[0.0016461279,0.0010691094,0.00046568693,0.000060799655,0.000028861557,0.0000036279325,0.000310368,0.00008460268,0.9963308],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991558,0.0000934219,0.00016760634,0.00019751894,0.0001643203,0.00022128926],"domain_scores_gemma":[0.99811727,0.00004300812,0.00007970796,0.0015292361,0.000100327445,0.00013046173],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000611523,0.00028923896,0.00027569264,0.00013022388,0.00010309659,0.00005087365,0.0010149864,0.00042076188,0.0000075283],"category_scores_gemma":[0.0000033796575,0.00038782306,0.0001594198,0.000017173514,0.0001151155,0.00006328333,0.00035188356,0.0006525513,0.00006850345],"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":[0.0000045625493,0.0000055537316,1.3812408e-7,0.000084312014,0.00015576296,0.000032771946,0.00002165092,0.0005907928,0.00021922555,0.3509087,0.64596456,0.002011996],"study_design_scores_gemma":[0.00024429575,0.0000071561094,0.0000022250986,0.0001254185,0.00008742462,0.0000050237063,0.000006227593,0.005904354,0.0005949332,0.0000062084823,0.99263954,0.00037719414],"about_ca_topic_score_codex":0.00002810733,"about_ca_topic_score_gemma":7.9821393e-7,"teacher_disagreement_score":0.3509025,"about_ca_system_score_codex":0.0002691719,"about_ca_system_score_gemma":0.00006034008,"threshold_uncertainty_score":0.99985737},"labels":[],"label_agreement":null},{"id":"W2272681191","doi":"10.48550/arxiv.1601.00681","title":"Modeling and Simulation of Molecular Communication Systems with a Reversible Adsorption Receiver","year":2016,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":7,"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; University of Ottawa","funders":"","keywords":"Adsorption; Molecular communication; Desorption; Diffusion; Molecule; Biological system; Bit error rate; Chemistry; Statistical physics; Chemical physics; Analytical Chemistry (journal); Computer science; Materials science; Mathematics; Physics; Physical chemistry; Algorithm; Thermodynamics; Chromatography; Telecommunications; Organic chemistry","score_opus":0.0396640882916632,"score_gpt":0.17527513686450996,"score_spread":0.13561104857284675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2272681191","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41228247,0.0010076794,0.5851203,0.000007816242,0.000038537382,0.00023004171,0.0000070170386,0.00009261439,0.0012134825],"genre_scores_gemma":[0.9972276,0.0021196983,0.00048163784,0.000004617224,0.000008350713,0.0000015848641,0.000042582218,0.000029762996,0.00008418375],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926883,0.00013220162,0.0001760782,0.0002420393,0.00006000142,0.00012082707],"domain_scores_gemma":[0.9987199,0.00004962262,0.00010869793,0.00090829603,0.00015561839,0.000057913963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014852872,0.00017405483,0.00022485996,0.00016510744,0.000043296506,0.00002103937,0.0003019796,0.0002286296,0.0000064629685],"category_scores_gemma":[0.000007688172,0.00018039996,0.000052937783,0.00018328204,0.000055318676,0.00012575694,0.0002312065,0.00025857746,0.0000035825701],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003479754,0.000009785048,0.00014044077,0.00012599198,0.00008403699,0.000003208256,0.00006253589,0.9951823,0.0006739626,0.0035724158,0.000008421544,0.000102129576],"study_design_scores_gemma":[0.00038338336,0.000014952719,0.000026169644,0.0005884022,0.00008938243,0.0000011668501,0.00004490217,0.9971563,0.00013242623,0.0013028703,0.000052807223,0.00020721376],"about_ca_topic_score_codex":0.000051961237,"about_ca_topic_score_gemma":0.000012571533,"teacher_disagreement_score":0.5849451,"about_ca_system_score_codex":0.00010305397,"about_ca_system_score_gemma":0.000023771381,"threshold_uncertainty_score":0.7356497},"labels":[],"label_agreement":null},{"id":"W2294456571","doi":"10.1109/jsac.2016.2525538","title":"Molecular MIMO: From Theory to Prototype","year":2016,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":221,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Ministry of Science ICT and Future Planning; National Research Foundation of Korea","keywords":"Molecular communication; Intersymbol interference; Computer science; MIMO; Transmitter; Channel (broadcasting); Channel state information; Interference (communication); Impulse response; Electronic engineering; Algorithm; Communications system; Detection theory; Telecommunications; Detector; Wireless; Mathematics","score_opus":0.017103894763872817,"score_gpt":0.25981299202746694,"score_spread":0.24270909726359413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294456571","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":[0.5701095,0.004897738,0.39162698,0.009890311,0.00069991645,0.0016177534,0.000053631415,0.0007175243,0.020386666],"genre_scores_gemma":[0.9889923,0.0014229378,0.008816132,0.00047753102,0.00005230894,0.0001253009,0.000010061656,0.000049649094,0.00005378151],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852103,0.0005084131,0.00039896954,0.00012488767,0.0001867316,0.000259961],"domain_scores_gemma":[0.9972758,0.0005167254,0.0000653138,0.0017920571,0.00017153384,0.00017855508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035296843,0.00016649305,0.00018136048,0.00026751228,0.00021377845,0.000043588254,0.0014342647,0.00010794118,0.00011084853],"category_scores_gemma":[0.00020151405,0.00013282368,0.00006498171,0.00070674217,0.00004652261,0.00009229983,0.00012042945,0.0006046554,0.00015203029],"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":[0.0004334575,0.00082957756,0.0021315378,0.000012683652,0.00053981715,0.00007284307,0.0018888444,0.020124424,0.6674312,0.021023696,0.010314513,0.27519742],"study_design_scores_gemma":[0.0062153274,0.0008398561,0.027440988,0.003511108,0.00015341498,0.0002594303,0.00016323524,0.018293027,0.18331237,0.04746617,0.7096395,0.0027055661],"about_ca_topic_score_codex":0.0000069541907,"about_ca_topic_score_gemma":0.000083276995,"teacher_disagreement_score":0.69932497,"about_ca_system_score_codex":0.0001866754,"about_ca_system_score_gemma":0.00005925952,"threshold_uncertainty_score":0.5416392},"labels":[],"label_agreement":null},{"id":"W2324774603","doi":"10.1177/0539018416638950","title":"Future life will be synthetic: About the emergence of engineered life, its promises, prophecies and the formal causalities needed to make sense of them","year":2016,"lang":"en","type":"article","venue":"Social Science Information","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Originality; Epistemology; Sociology; Frontier; Synthetic biology; Field (mathematics); Perspective (graphical); Environmental ethics; Computer science; Social science; Law; Philosophy; Artificial intelligence; Political science; Mathematics; Biology; Qualitative research","score_opus":0.013383248719718318,"score_gpt":0.21680278137054793,"score_spread":0.2034195326508296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324774603","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":[0.95398706,0.0005261378,0.015382307,0.0137618305,0.00054787094,0.0014047389,0.00006039848,0.00012891063,0.014200743],"genre_scores_gemma":[0.9992766,0.00026214172,0.00011785037,0.00023752864,0.000048673395,0.00002992089,0.0000013089003,0.000003603217,0.000022377042],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991683,0.00003322957,0.00028755583,0.00004122935,0.00030256328,0.00016712639],"domain_scores_gemma":[0.9994339,0.000060746654,0.00009779304,0.00018312066,0.00017297466,0.000051510473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071186305,0.00007671063,0.00010653064,0.000045983117,0.00023768339,0.000039840073,0.00027770398,0.000044017037,0.000016996612],"category_scores_gemma":[0.00028970998,0.000038299193,0.000034680263,0.00039145816,0.000375244,0.0006903701,0.00008910774,0.000060707986,0.000002432833],"study_design_candidate":"theoretical_or_conceptual","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":[0.00028418878,0.000026230646,0.000080536185,0.00038843532,0.00009729629,1.5222356e-7,0.22437054,0.0032311557,0.03025128,0.6251746,0.004762842,0.11133276],"study_design_scores_gemma":[0.009824964,0.0004313446,0.031543072,0.001106306,0.00031140103,0.00004551731,0.2484217,0.21276616,0.23455799,0.0043067914,0.25387123,0.0028135388],"about_ca_topic_score_codex":0.00001641874,"about_ca_topic_score_gemma":0.0000062967797,"teacher_disagreement_score":0.6208678,"about_ca_system_score_codex":0.000013883297,"about_ca_system_score_gemma":0.00006778813,"threshold_uncertainty_score":0.18280925},"labels":[],"label_agreement":null},{"id":"W2324912272","doi":"10.1149/2.0171510jss","title":"Micro-Nano Systems in Health Care and Environmental Monitoring","year":2015,"lang":"en","type":"article","venue":"ECS Journal of Solid State Science and Technology","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Environmental monitoring; Nano-; Systems engineering; Health care; Nanotechnology; Environmental science; Environmental engineering; Engineering; Political science","score_opus":0.010417415426351316,"score_gpt":0.2454858487554221,"score_spread":0.23506843332907076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324912272","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":[0.95217234,0.04711077,0.00022847985,0.00017752622,0.00018311616,0.000046566787,0.000002027352,0.0000150508295,0.00006410433],"genre_scores_gemma":[0.99344754,0.0056273,0.00090017606,0.000005835801,0.000009798526,8.165024e-7,1.5338985e-7,0.0000041594944,0.0000042068605],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946004,0.000012651961,0.00019691627,0.000058922582,0.00011943654,0.0001520041],"domain_scores_gemma":[0.99971867,0.0000055347914,0.000059657326,0.00009696352,0.00003464779,0.000084517815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042202466,0.00004968078,0.00011538201,0.00031978916,0.000049696595,0.000020765645,0.00016338457,0.000028985494,2.1257173e-7],"category_scores_gemma":[0.0000138511,0.000045581848,0.0000053673853,0.0002654069,0.00019440227,0.00010737957,0.00006090025,0.00016640294,4.8712224e-7],"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":[0.000042469313,0.00010211436,0.07690982,0.0002688061,0.000062595645,0.0002488864,0.015070714,0.04474941,0.553761,0.0005626085,0.0008433965,0.3073782],"study_design_scores_gemma":[0.012623374,0.0050268336,0.014292244,0.0029664012,0.000045898036,0.010363292,0.134891,0.10495575,0.4214253,0.0035929622,0.28746253,0.0023543963],"about_ca_topic_score_codex":0.000003122258,"about_ca_topic_score_gemma":0.0000023638518,"teacher_disagreement_score":0.30502382,"about_ca_system_score_codex":0.000121523866,"about_ca_system_score_gemma":0.000060646427,"threshold_uncertainty_score":0.18587738},"labels":[],"label_agreement":null},{"id":"W2326916110","doi":"10.1109/nano.2014.6968044","title":"An investigative analysis on concentration-encoded subdiffusive molecular communication in nanonetworks","year":2014,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"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 Ottawa","funders":"","keywords":"Molecular communication; Bit error rate; Impulse (physics); Diffusion; Computer science; Transmission rate; Impulse response; Anomalous diffusion; Channel (broadcasting); Transmission (telecommunications); Electronic engineering; Statistical physics; Topology (electrical circuits); Physics; Telecommunications; Mathematics; Electrical engineering; Engineering; Innovation diffusion; Mathematical analysis; Quantum mechanics","score_opus":0.0066271946054972455,"score_gpt":0.2212483423994782,"score_spread":0.21462114779398095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326916110","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":[0.7343624,0.00030428066,0.22751635,0.00025439155,0.000049175174,0.00031277974,0.0000020427187,0.00031556666,0.03688298],"genre_scores_gemma":[0.9940677,0.0001400926,0.004846284,0.0006341977,0.000011440042,0.00004115256,0.00021522795,0.000021836351,0.00002204989],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987854,0.00039953654,0.00029110917,0.0001777007,0.00014791187,0.00019835691],"domain_scores_gemma":[0.9986267,0.00011058361,0.000049711467,0.0010468392,0.000054178865,0.00011197954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029986372,0.00015580638,0.00022553842,0.00016547854,0.000061824954,0.000049541053,0.00039148462,0.0001231499,0.00009738424],"category_scores_gemma":[0.000030677573,0.00016283825,0.00006974235,0.0009911469,0.00008114545,0.00011706796,0.00002650727,0.00026597767,0.000024785124],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007456467,0.00006373972,0.002066621,0.0000041266203,0.00012890318,0.0000011148884,0.0004524205,0.94203824,0.011610517,0.041617755,0.0001668386,0.001842247],"study_design_scores_gemma":[0.00036978206,0.00003551997,0.005238442,0.000019587069,0.000051452655,2.496873e-7,0.00004645529,0.9789194,0.013436793,0.0013084509,0.00036068578,0.00021321294],"about_ca_topic_score_codex":0.000038831025,"about_ca_topic_score_gemma":0.0006520825,"teacher_disagreement_score":0.25970528,"about_ca_system_score_codex":0.000062930274,"about_ca_system_score_gemma":0.000010965688,"threshold_uncertainty_score":0.66403514},"labels":[],"label_agreement":null},{"id":"W2339179374","doi":"10.1109/glocom.2016.7841739","title":"Distributed Cooperative Detection for Multi-Receiver Molecular Communication","year":2016,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Ottawa","funders":"","keywords":"Network topology; Fusion center; Reliability (semiconductor); Molecular communication; Topology (electrical circuits); Telecommunications network; Signal-to-noise ratio (imaging); Fusion","score_opus":0.01807662480224891,"score_gpt":0.2442656076183367,"score_spread":0.2261889828160878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339179374","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":[0.007090824,0.00033885875,0.9909328,0.00017800867,0.000050579158,0.0002738833,0.000018949057,0.0002658189,0.00085022894],"genre_scores_gemma":[0.985948,0.00022309866,0.013362405,0.000056836583,0.000006639898,0.00011852355,0.000053318832,0.000020468402,0.00021065642],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995845,0.00004628997,0.00012806487,0.00008059937,0.000045129244,0.000115415176],"domain_scores_gemma":[0.9994115,0.000063889776,0.000017501541,0.00037642042,0.000091269896,0.000039411196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008439432,0.000084788786,0.00007768143,0.00002990969,0.000070789596,0.000015918049,0.00016437344,0.00006712076,0.00005323632],"category_scores_gemma":[0.000037989714,0.000063071144,0.00004442252,0.0000996777,0.000027095108,0.00007716941,0.000027287271,0.00005043241,0.000034635897],"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":[0.000033293898,0.000061939696,0.000042401054,0.000016764789,0.00012637467,5.8479833e-7,0.000098695775,0.007214593,0.86624074,0.006357691,0.002752701,0.117054224],"study_design_scores_gemma":[0.0016790123,0.000037426697,0.00043358532,0.000039674913,0.000019723982,0.0000023585085,0.000027550745,0.33869767,0.6138738,0.0001545336,0.04475279,0.0002819262],"about_ca_topic_score_codex":0.000004078398,"about_ca_topic_score_gemma":0.000057260793,"teacher_disagreement_score":0.9788572,"about_ca_system_score_codex":0.000054350705,"about_ca_system_score_gemma":0.000004537299,"threshold_uncertainty_score":0.25719666},"labels":[],"label_agreement":null},{"id":"W2341321017","doi":"10.1109/isit.2016.7541610","title":"Shannon capacity of signal transduction for multiple independent receptors","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Receptor; Signal transduction; Cell biology; SIGNAL (programming language); Cyclic adenosine monophosphate; Chemistry; Biology; Computer science; Biological system; Biochemistry","score_opus":0.02868785277047873,"score_gpt":0.22764303930476582,"score_spread":0.1989551865342871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341321017","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028178686,0.00030822644,0.9660169,0.00006988219,0.0009780672,0.0006117791,0.000058433623,0.0002065115,0.0035715278],"genre_scores_gemma":[0.9907287,0.00021916947,0.008453029,0.000008103818,0.00010441073,0.00012349722,0.0000851379,0.000035889836,0.00024208117],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999242,0.00003675896,0.00030017417,0.00016226414,0.00012207862,0.00013671676],"domain_scores_gemma":[0.99931765,0.000059543825,0.000063410705,0.00043501324,0.00007764167,0.00004676094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018617562,0.00016002916,0.00022335522,0.000085234045,0.00002296755,0.000009914019,0.00025783665,0.00032829633,0.0003955845],"category_scores_gemma":[0.000010227225,0.00014189511,0.0001727053,0.00004039741,0.000025593172,0.000028733552,0.00006220895,0.0002499046,0.0000051504007],"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":[0.00030418308,0.00036740382,0.0009439195,0.003279727,0.0013870114,8.3843315e-7,0.0021775297,0.2787306,0.49931434,0.0048427554,0.02324075,0.18541093],"study_design_scores_gemma":[0.0017560526,0.0000828806,0.0003257009,0.0005419076,0.00010427561,0.0000029537327,0.00005504335,0.25535446,0.68891704,0.0048245317,0.04710348,0.0009316805],"about_ca_topic_score_codex":0.000021473714,"about_ca_topic_score_gemma":0.000052343694,"teacher_disagreement_score":0.96255,"about_ca_system_score_codex":0.00006227256,"about_ca_system_score_gemma":0.000017036788,"threshold_uncertainty_score":0.57863146},"labels":[],"label_agreement":null},{"id":"W2341777409","doi":"10.1109/isit.2016.7541454","title":"On the capacity of diffusion-based molecular timing channels","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Channel (broadcasting); Noise (video); Diffusion; Upper and lower bounds; Channel capacity; Molecular communication; Computer science; Statistical physics; Topology (electrical circuits); Algorithm; Physics; Electronic engineering; Telecommunications; Mathematics; Engineering; Mathematical analysis; Combinatorics; Transmitter","score_opus":0.026913713259633158,"score_gpt":0.22157616846292488,"score_spread":0.19466245520329173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341777409","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16835637,0.00036873858,0.7708991,0.0012055092,0.0005861193,0.0005043686,0.000018033204,0.00028603885,0.05777569],"genre_scores_gemma":[0.99861234,0.000050212268,0.0008277073,0.00030119022,0.000024611227,0.000048288373,0.000011266388,0.00003538066,0.00008901184],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992299,0.0000883047,0.00021655385,0.00014108166,0.00018044624,0.00014371322],"domain_scores_gemma":[0.99842733,0.00021594825,0.00006202974,0.0012090867,0.0000438136,0.000041780586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018354628,0.00018576237,0.00019113578,0.00007025739,0.000034277826,0.000016872795,0.0005333026,0.00019982572,0.0003306525],"category_scores_gemma":[0.000043849708,0.00011418578,0.00015369616,0.00005785601,0.000044746914,0.000006471497,0.00021017577,0.00038254968,0.000028515886],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023226272,0.00013617698,0.000024579998,0.00041618245,0.00030782717,0.0000074482523,0.00026325343,0.7801758,0.109373264,0.09590098,0.00852612,0.004845122],"study_design_scores_gemma":[0.00031469407,0.00002165082,0.000044593853,0.0009101425,0.000033396285,5.72042e-7,0.0000074937516,0.75974697,0.2247856,0.011802851,0.0018768064,0.00045525562],"about_ca_topic_score_codex":0.000011865809,"about_ca_topic_score_gemma":0.0000018936446,"teacher_disagreement_score":0.830256,"about_ca_system_score_codex":0.000034808116,"about_ca_system_score_gemma":0.000018091863,"threshold_uncertainty_score":0.46563607},"labels":[],"label_agreement":null},{"id":"W2344650420","doi":"10.1109/tnb.2016.2526051","title":"Packet Fragmentation and Reassembly in Molecular Communication","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on NanoBioscience","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Network packet; Communication source; Fragmentation (computing); Computer science; Computer network; Transmitter; Channel (broadcasting)","score_opus":0.0074037956579343835,"score_gpt":0.21439593161181947,"score_spread":0.20699213595388508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344650420","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33692414,0.00018381844,0.6615167,0.00037513985,0.000095293406,0.00012600688,0.000004332125,0.00009492312,0.0006796503],"genre_scores_gemma":[0.9963898,0.0013001938,0.0021006886,0.00010099201,0.0000016279229,0.00003484933,6.798838e-7,0.000010750505,0.000060406823],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994087,0.000062181716,0.00014702612,0.00013410258,0.00011016816,0.00013779581],"domain_scores_gemma":[0.9994646,0.00006939258,0.000018721157,0.0003799419,0.000017334578,0.000050045433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015864718,0.0000854559,0.0000717343,0.00013570239,0.00007562848,0.000022924276,0.00018603487,0.000054060863,0.000018171699],"category_scores_gemma":[0.0000037505629,0.00007187804,0.000021642027,0.0003293546,0.0000839338,0.0001753884,0.0000016195953,0.00008575168,0.000017117598],"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":[0.000011177367,0.00006336892,0.00010283069,0.000009548025,0.000006812056,0.0000023488988,0.0001886868,0.006796746,0.88283604,0.00058030564,0.00006270691,0.10933941],"study_design_scores_gemma":[0.0013750755,0.00009195343,0.0033421193,0.00032469787,0.000014589371,0.000018159484,0.00008716597,0.027841106,0.9643362,0.00065908686,0.0014372522,0.00047257243],"about_ca_topic_score_codex":0.000017184066,"about_ca_topic_score_gemma":0.00009514435,"teacher_disagreement_score":0.6594657,"about_ca_system_score_codex":0.000060376475,"about_ca_system_score_gemma":0.000009447098,"threshold_uncertainty_score":0.29311013},"labels":[],"label_agreement":null},{"id":"W2386229480","doi":"","title":"Modeling and Optimization of Drug Release from Diffusion-Controlled Spherical Devices","year":2014,"lang":"en","type":"article","venue":"Journal of Chemical Engineering of Chinese Universities","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Thermal diffusivity; Diffusion; Mass diffusivity; Materials science; Tikhonov regularization; Constant (computer programming); Work (physics); Fick's laws of diffusion; Chemistry; Thermodynamics; Computer science; Physics; Inverse problem; Mathematics; Mathematical analysis","score_opus":0.002194556369758558,"score_gpt":0.16446237397902477,"score_spread":0.1622678176092662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2386229480","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":[0.71123314,0.0009837182,0.28756425,0.000021353335,0.00004573836,0.00002087859,0.0000010167458,0.000015340334,0.00011458475],"genre_scores_gemma":[0.97194904,0.00016360672,0.0278124,0.0000056582085,0.000049339757,1.6597606e-7,0.0000029394644,0.000012725447,0.000004108845],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940634,0.00001695368,0.00032453705,0.000043964832,0.00013928777,0.000068937654],"domain_scores_gemma":[0.9994588,0.0001748231,0.00009912151,0.000106437365,0.0000946002,0.00006624479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009247341,0.00010228347,0.0003654521,0.00008827691,0.000009522377,0.0000067773617,0.00015103044,0.0000553643,0.000010565605],"category_scores_gemma":[0.000059995968,0.00008844327,0.000098312514,0.000095507436,0.00002286305,0.00011385236,0.00003769769,0.0001517895,6.466793e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007757563,0.00001350748,0.00007078549,0.00004163979,0.00006462355,9.657366e-7,0.00024625054,0.9620047,0.037315354,0.000057489768,0.0000092790715,0.000097832235],"study_design_scores_gemma":[0.0013426449,0.000012326205,0.000031548367,0.000100033496,0.000039892173,0.0000033772274,0.0000710593,0.9944404,0.003821745,0.000037234913,0.000022829287,0.00007692821],"about_ca_topic_score_codex":0.0000095131745,"about_ca_topic_score_gemma":3.6668516e-7,"teacher_disagreement_score":0.26071593,"about_ca_system_score_codex":0.000023911762,"about_ca_system_score_gemma":0.000012418554,"threshold_uncertainty_score":0.36066118},"labels":[],"label_agreement":null},{"id":"W2435986804","doi":"10.3390/bios6020025","title":"Optimal Magnetic Field for Crossing Super-Para-Magnetic Nanoparticles through the Brain Blood Barrier: A Computational Approach","year":2016,"lang":"en","type":"article","venue":"Biosensors","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Magnetic field; Blood–brain barrier; Nanoparticle; Magnetic nanoparticles; Materials science; Drug delivery; Superparamagnetism; Nanotechnology; Membrane; Computer science; Physics; Chemistry; Neuroscience; Magnetization","score_opus":0.017333103726638047,"score_gpt":0.23667821383168394,"score_spread":0.2193451101050459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2435986804","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":[0.90856737,0.0057952353,0.079655126,0.0033431165,0.00015189449,0.0005741079,0.000027780354,0.00027206115,0.0016133355],"genre_scores_gemma":[0.9610005,0.00005594851,0.037946653,0.00037785037,0.00007433275,0.00006538845,0.0000068090453,0.000032978347,0.0004395104],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991206,0.00006868534,0.0002270336,0.00017094702,0.00013028621,0.00028247992],"domain_scores_gemma":[0.99897754,0.0005336656,0.000023637976,0.0003677291,0.00003976081,0.00005763974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013033408,0.00014827072,0.00012800538,0.000028476377,0.00024597227,0.000104639825,0.0002568501,0.000087458044,0.00008770276],"category_scores_gemma":[0.000090529866,0.000098135875,0.00009295203,0.00012547267,0.00015139917,0.00006662668,0.000043098236,0.00008209225,0.000021454005],"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":[0.00017128771,0.00029045844,0.0005366841,0.00016346981,0.00022127067,0.000011667758,0.0046677217,0.14252159,0.7497977,0.008154645,0.028176036,0.06528748],"study_design_scores_gemma":[0.0063198647,0.0010233058,0.0025743048,0.00019202336,0.00022300612,0.00016082035,0.00058055145,0.5913808,0.20360877,0.0021237219,0.19037099,0.0014418961],"about_ca_topic_score_codex":0.0000043300292,"about_ca_topic_score_gemma":0.00000304458,"teacher_disagreement_score":0.54618895,"about_ca_system_score_codex":0.0000133115345,"about_ca_system_score_gemma":0.000021730353,"threshold_uncertainty_score":0.40018648},"labels":[],"label_agreement":null},{"id":"W2463488491","doi":"10.1097/00041327-200309000-00012","title":"NANOS News","year":2003,"lang":"en","type":"article","venue":"Journal of Neuro-Ophthalmology","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Internet privacy","score_opus":0.021152098862376005,"score_gpt":0.24743045638863576,"score_spread":0.22627835752625974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463488491","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":[0.9244824,0.002994853,0.0027812975,0.00037530038,0.0020294357,0.00008842967,7.3620254e-7,0.00004030489,0.06720722],"genre_scores_gemma":[0.99774307,0.00023375356,0.0015789487,0.00018539347,0.00006808378,0.0000012634541,4.1022716e-7,0.000025180807,0.0001638728],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910265,0.0001875886,0.00036856593,0.00006232815,0.00010455809,0.00017430876],"domain_scores_gemma":[0.99933445,0.00012745621,0.00011203163,0.0002745363,0.000057466787,0.00009404226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016149924,0.000103101636,0.00020951682,0.000119245524,0.00003017235,0.000012093099,0.0002511247,0.00009321161,0.00033735434],"category_scores_gemma":[0.00013686923,0.00009603399,0.00011267935,0.00015066024,0.00002685489,0.00005950517,0.00001773179,0.00037162274,0.00003531693],"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":[0.00031243445,0.0010220846,0.053184833,0.00021535561,0.0010131343,0.030223181,0.0008501845,0.13897724,0.5581296,0.015435357,0.18044208,0.02019448],"study_design_scores_gemma":[0.003032926,0.001225062,0.012913802,0.000071239585,0.0001132216,0.2231784,0.00009098682,0.003978347,0.023791185,0.003954322,0.7268596,0.00079090695],"about_ca_topic_score_codex":6.9674684e-7,"about_ca_topic_score_gemma":2.0736108e-7,"teacher_disagreement_score":0.54641753,"about_ca_system_score_codex":0.000018468252,"about_ca_system_score_gemma":0.00002359062,"threshold_uncertainty_score":0.39161524},"labels":[],"label_agreement":null},{"id":"W2478411927","doi":"10.1142/9789814472869_0001","title":"Artificial Cells: The Beginning of Nanomedicine","year":2013,"lang":"en","type":"book-chapter","venue":"Regenerative medicine, artificial cells and nanomedicine","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":5,"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":"Nanomedicine; Nanotechnology; Materials science; Nanoparticle","score_opus":0.025002199410705233,"score_gpt":0.216833719421728,"score_spread":0.19183152001102277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2478411927","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064579807,0.1793183,0.017797526,0.01387161,0.010214771,0.005016996,0.00019816615,0.000676184,0.7664485],"genre_scores_gemma":[0.5964592,0.060029015,0.0015451148,0.0025833214,0.015747776,0.0002475325,0.0009307371,0.0009085967,0.32154867],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964154,0.00011158504,0.0015971361,0.00056660373,0.0007803986,0.0005288779],"domain_scores_gemma":[0.9973199,0.00044800737,0.00050777016,0.0010811362,0.00031172647,0.0003314865],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008584538,0.000844494,0.0014960774,0.00044222272,0.00030384876,0.000028259714,0.0005402224,0.0005121569,0.0019436926],"category_scores_gemma":[0.00004659163,0.0005544365,0.00017972653,0.00025708438,0.0018279095,0.00007317754,0.00013137968,0.0010501441,0.00009732421],"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":[0.00011170254,0.00007674958,0.0000044641024,0.0007197912,0.00081138185,0.00007255871,0.004128025,0.0012529889,0.57745147,0.09046175,0.1891012,0.13580793],"study_design_scores_gemma":[0.000931714,0.0011465605,0.000014133789,0.00251588,0.0008698597,0.00003701217,0.0008234031,0.015287794,0.1047874,0.006122204,0.8661734,0.0012906741],"about_ca_topic_score_codex":0.00007200532,"about_ca_topic_score_gemma":0.00006554367,"teacher_disagreement_score":0.67707217,"about_ca_system_score_codex":0.00008480155,"about_ca_system_score_gemma":0.00008093563,"threshold_uncertainty_score":0.9996907},"labels":[],"label_agreement":null},{"id":"W2487978485","doi":"10.1109/icc.2016.7511444","title":"Receiver design for diffusion-based molecular communication: Gaussian mixture modeling","year":2016,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Molecular communication; Gaussian; Bit error rate; Algorithm; Computer science; Interference (communication); Keying; Decoding methods; Transmitter; Telecommunications; Physics","score_opus":0.019415820151953846,"score_gpt":0.2239882661353319,"score_spread":0.20457244598337807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487978485","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":[0.0011594667,0.0009935249,0.9913573,0.0015004594,0.000048709513,0.0003241247,0.0000029741668,0.00030606778,0.0043073273],"genre_scores_gemma":[0.8594679,0.00026089977,0.13950412,0.0003453551,0.000013918691,0.00010286415,0.000017308363,0.000040306648,0.00024730532],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993462,0.000077286866,0.00018365048,0.00011916769,0.00009294468,0.00018073704],"domain_scores_gemma":[0.99879616,0.00016893394,0.000020331012,0.00087654963,0.00006367569,0.00007433973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017819168,0.00012896795,0.00011625415,0.000055458888,0.000092921975,0.000022629398,0.00038264113,0.00011266798,0.00015884762],"category_scores_gemma":[0.00002833639,0.0000932519,0.00007993942,0.00010501922,0.000021749316,0.00005355433,0.0000336258,0.00008024566,0.000023912451],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006606442,0.00007130262,0.000030402234,0.000046688863,0.0000880462,0.0000023845867,0.00010014774,0.81306463,0.12349121,0.011802943,0.012533081,0.03870307],"study_design_scores_gemma":[0.0006462265,0.0000139932035,0.0000047265166,0.000075686854,0.000012148847,7.936456e-7,0.0000064224505,0.9753604,0.012985361,0.0010814011,0.0096299155,0.00018295246],"about_ca_topic_score_codex":0.0000028148763,"about_ca_topic_score_gemma":0.0000046043,"teacher_disagreement_score":0.85830843,"about_ca_system_score_codex":0.000040703784,"about_ca_system_score_gemma":0.000017358409,"threshold_uncertainty_score":0.38027024},"labels":[],"label_agreement":null},{"id":"W2493631750","doi":"10.1007/978-94-010-1015-3_120","title":"Immunomagnetic Separation of Rare Cells on Chip for DNA Assay Sample Preparation","year":2001,"lang":"en","type":"book-chapter","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":6,"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":"Immunomagnetic separation; Chip; Magnetic bead; DNA; Molecular biology; Lab-on-a-chip; Chromatography; Magnetic separation; Cell; Chemistry; Materials science; Nanotechnology; Biology; Microfluidics; Computer science; Biochemistry","score_opus":0.017212079790006794,"score_gpt":0.2434995405072662,"score_spread":0.2262874607172594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2493631750","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012635597,0.00093776756,0.13427651,0.000018697636,0.00021865676,0.0008351335,0.000058995964,0.0001590779,0.8633688],"genre_scores_gemma":[0.15859245,0.0053446046,0.023060132,0.0002466775,0.00041395306,0.00028244595,0.0047125574,0.0003969999,0.8069502],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999203,0.00001760801,0.00036934594,0.00015571482,0.00013443736,0.00011986275],"domain_scores_gemma":[0.99899083,0.00017531918,0.00010692862,0.0006212546,0.00007202437,0.000033630487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012780429,0.00021960495,0.0002507377,0.00010812857,0.000038743026,0.000020248306,0.00018086827,0.0002904836,0.00068277074],"category_scores_gemma":[0.000010846004,0.00023254642,0.00014695873,0.000026904305,0.000017474216,0.000035782374,0.0000195664,0.00014663405,0.000052112922],"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":[0.0005667531,0.00018240578,0.000005974939,0.0010133145,0.0008594334,0.000003820829,0.00062231533,0.16653545,0.06425844,0.5398721,0.13113095,0.094949014],"study_design_scores_gemma":[0.00065030763,0.00042933415,0.000010979175,0.00021744543,0.00010187076,0.0000025139188,0.0000057196244,0.07793667,0.027613975,0.0047968947,0.88762987,0.0006044041],"about_ca_topic_score_codex":0.000006044808,"about_ca_topic_score_gemma":0.000042332507,"teacher_disagreement_score":0.75649893,"about_ca_system_score_codex":0.00005168822,"about_ca_system_score_gemma":0.000018178564,"threshold_uncertainty_score":0.9482968},"labels":[],"label_agreement":null},{"id":"W2495622200","doi":"10.1017/cbo9781139149693.004","title":"Molecular communication in biological systems","year":2013,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Perspective (graphical); Communications system; Scale (ratio); Biology; Mode (computer interface); Nanotechnology; Computer science; Computational biology; Physics; Human–computer interaction; Telecommunications; Materials science; Artificial intelligence","score_opus":0.02125097814875064,"score_gpt":0.17831499699582648,"score_spread":0.15706401884707583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2495622200","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005228925,0.0039059573,0.0016312263,0.0000058689343,0.0000969585,0.00046953867,0.000024235846,0.00024720808,0.9930961],"genre_scores_gemma":[0.10025835,0.0034201085,0.00023156362,0.000034618108,0.000025535766,0.0000067139295,0.00021352402,0.000077874916,0.8957317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991872,0.0000851995,0.00021369153,0.0002046515,0.000115353054,0.00019395618],"domain_scores_gemma":[0.99870896,0.000048199192,0.00007693208,0.0010127805,0.000061626735,0.000091496935],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008696699,0.00026359927,0.00031769296,0.0001610332,0.00005248683,0.000038880506,0.00071427354,0.00050737534,0.0000064838882],"category_scores_gemma":[0.0000034312689,0.00031583678,0.00010704481,0.00001176274,0.00010654082,0.00004235413,0.00028083878,0.0006145939,0.000042230553],"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":[0.000007729996,0.0000053926497,0.0000014953634,0.000055282282,0.00007249338,0.00006625751,0.000016130161,0.0019785175,0.00024146725,0.9845416,0.012232834,0.0007808054],"study_design_scores_gemma":[0.00032198164,0.000012462039,0.000012122964,0.000252717,0.000029457595,0.000007665045,0.000013661387,0.0128349345,0.000112637346,0.000008030062,0.98599553,0.00039879346],"about_ca_topic_score_codex":0.000094339375,"about_ca_topic_score_gemma":0.0000017478891,"teacher_disagreement_score":0.98453355,"about_ca_system_score_codex":0.00017716383,"about_ca_system_score_gemma":0.000016102244,"threshold_uncertainty_score":0.99992937},"labels":[],"label_agreement":null},{"id":"W2533798807","doi":"10.1109/tnb.2016.2620339","title":"The Effect of Two Receivers on Broadcast Molecular Communication Systems","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on NanoBioscience","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":43,"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 Ottawa","funders":"","keywords":"Molecular communication; Transmitter; Computer science; Bit error rate; Communications system; Sensitivity (control systems); Theoretical computer science; Topology (electrical circuits); Algorithm; Telecommunications; Mathematics; Electronic engineering; Channel (broadcasting); Engineering; Combinatorics","score_opus":0.005832106978646085,"score_gpt":0.22003554366270578,"score_spread":0.2142034366840597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533798807","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2002307,0.00094968977,0.7928161,0.0003875544,0.0012004984,0.0006275333,0.000021091086,0.0002573491,0.0035094628],"genre_scores_gemma":[0.9987156,0.0008832193,0.00013849321,0.00001794283,0.0000038290596,0.000050200884,3.7829872e-7,0.0000148229865,0.00017555292],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990335,0.00023488206,0.0001983614,0.00013313637,0.00022120636,0.00017887798],"domain_scores_gemma":[0.9984138,0.0005088896,0.000050038492,0.0009381246,0.000035431898,0.00005373516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004146351,0.00012224705,0.00011751447,0.000087295215,0.0002573783,0.0000367554,0.00059723126,0.000052745872,0.00000808153],"category_scores_gemma":[0.000010445472,0.00007271936,0.00007766256,0.0003825079,0.00021253582,0.00007857648,0.00000208331,0.00015245526,0.00004263322],"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":[0.00008188817,0.00004275051,0.000018210721,0.000022099883,0.000046739104,0.000001508607,0.00007620409,0.1861765,0.6765407,0.0017427149,0.00027841996,0.1349723],"study_design_scores_gemma":[0.00087161217,0.0003412666,0.000027948705,0.00029982423,0.000023403796,0.000007061554,0.000016052369,0.026085889,0.96730983,0.000019258872,0.0047991783,0.00019868533],"about_ca_topic_score_codex":0.000021083624,"about_ca_topic_score_gemma":0.000007883591,"teacher_disagreement_score":0.79848486,"about_ca_system_score_codex":0.000076513104,"about_ca_system_score_gemma":0.000011700888,"threshold_uncertainty_score":0.29654095},"labels":[],"label_agreement":null},{"id":"W2547895477","doi":"10.1109/lcomm.2016.2624727","title":"Enabling Energy Efficient Molecular Communication via Molecule Energy Transfer","year":2016,"lang":"en","type":"article","venue":"IEEE Communications Letters","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":41,"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 Ottawa","funders":"","keywords":"Molecular communication; Energy (signal processing); Energy transfer; Computer science; Molecule; Chemistry; Computer network; Chemical physics; Physics; Channel (broadcasting); Transmitter","score_opus":0.00962420260158211,"score_gpt":0.2011699689084712,"score_spread":0.19154576630688908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547895477","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018843548,0.0063209767,0.96292806,0.0066789715,0.0001473619,0.00013185012,0.000010087906,0.0005866338,0.004352503],"genre_scores_gemma":[0.9877349,0.0049558003,0.004441581,0.0023906254,0.000025955776,0.00021221279,0.00007243072,0.00010117192,0.00006533778],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981153,0.00043766334,0.00052153284,0.00025056873,0.00025865957,0.00041626775],"domain_scores_gemma":[0.9943852,0.00027313828,0.000054301214,0.0050385557,0.00009809842,0.00015070748],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024552396,0.00030095602,0.0002505742,0.0002593869,0.00030708147,0.000061003837,0.002354389,0.00014881219,0.00005309221],"category_scores_gemma":[0.000014476202,0.00027861292,0.00018425751,0.0005167462,0.00027235213,0.00012906721,0.00021641496,0.00024225451,0.000048969927],"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":[0.000007880317,0.000091313705,0.000008689483,0.000008247077,0.000114524686,0.0000033462397,0.00013915868,0.018526178,0.93444633,0.015643964,0.0023794074,0.028630927],"study_design_scores_gemma":[0.0017270991,0.00003383022,0.00004976922,0.0003035284,0.00011579195,0.000039235663,0.000041117546,0.20136815,0.52817744,0.0005188255,0.26629916,0.0013260718],"about_ca_topic_score_codex":0.000084546686,"about_ca_topic_score_gemma":0.00007949452,"teacher_disagreement_score":0.9688913,"about_ca_system_score_codex":0.00017497953,"about_ca_system_score_gemma":0.00002054395,"threshold_uncertainty_score":0.9999666},"labels":[],"label_agreement":null},{"id":"W2548042540","doi":"10.1016/j.neuron.2016.10.045","title":"Power to the People: Addressing Big Data Challenges in Neuroscience by Creating a New Cadre of Citizen Neuroscientists","year":2016,"lang":"en","type":"article","venue":"Neuron","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":39,"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":"Citizen science; Neuroscience; Power (physics); Psychology; Big data; Cognitive science; Systems neuroscience; Computer science; Biology; Central nervous system","score_opus":0.10186649266008914,"score_gpt":0.28044450567486995,"score_spread":0.17857801301478082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548042540","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":[0.87012726,0.014597008,0.053893022,0.026429694,0.0050402456,0.0014852533,0.0002021976,0.0006238842,0.027601447],"genre_scores_gemma":[0.99854857,0.0008310651,0.000081800856,0.00026628748,0.000034427147,0.00000471473,0.0000025729385,0.00002344198,0.00020709731],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902827,0.000093120034,0.00018850758,0.000272943,0.00019537334,0.00022179262],"domain_scores_gemma":[0.99858195,0.000115001436,0.000039400606,0.0011707942,0.000012762218,0.000080122976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019153208,0.00010208734,0.00011354325,0.00006879293,0.000054116834,0.00003509744,0.0010405376,0.000032710523,0.000011726833],"category_scores_gemma":[0.00027208155,0.00007098018,0.000017514632,0.00036307992,0.00003102997,0.000100885496,0.0003896786,0.00012186473,0.0000060107327],"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":[0.000013098319,0.000041313026,0.00093402783,0.00003436387,0.0000021470496,0.000009545701,0.00092308316,0.0014712588,0.73488337,0.0001683874,0.020929126,0.2405903],"study_design_scores_gemma":[0.0019615185,0.00030148658,0.265469,0.00081306364,0.000023627928,0.000071771916,0.00016324199,0.049408227,0.026144044,0.00006864037,0.6545937,0.000981637],"about_ca_topic_score_codex":0.000026389233,"about_ca_topic_score_gemma":0.00020716552,"teacher_disagreement_score":0.7087393,"about_ca_system_score_codex":0.000011485059,"about_ca_system_score_gemma":0.000022029071,"threshold_uncertainty_score":0.2894488},"labels":[],"label_agreement":null},{"id":"W2560434570","doi":"10.1016/j.nancom.2017.02.002","title":"Simulating with AcCoRD: Actor-based Communication via Reaction–Diffusion","year":2017,"lang":"en","type":"article","venue":"Nano Communication Networks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"Université de Montréal; University of British Columbia; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mesoscopic physics; Solver; Scalability; Process (computing); Sandbox (software development); Documentation; Bounded function; Level of detail; Source code","score_opus":0.013686230659953015,"score_gpt":0.24053416019360832,"score_spread":0.22684792953365532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560434570","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20005083,0.009064193,0.69357866,0.004314064,0.00067950797,0.0022051558,0.000010673917,0.0031332972,0.08696361],"genre_scores_gemma":[0.9857865,0.0013752956,0.011940114,0.00020571021,0.0000550538,0.0001132468,0.00030235917,0.00010393817,0.000117806965],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99824375,0.00031563017,0.00051439897,0.00025081064,0.0002977626,0.0003776653],"domain_scores_gemma":[0.9917069,0.0003748157,0.00044774963,0.0070959525,0.00023044023,0.00014416383],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00058399624,0.00033325332,0.0003188335,0.00012500456,0.001937949,0.00035916895,0.0024647878,0.00032024333,0.0000674755],"category_scores_gemma":[0.000054641492,0.00033247093,0.00010779653,0.00024108132,0.0002361867,0.00053849764,0.00041797038,0.00086137437,0.00002445617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002033969,0.0002917418,0.008518767,0.00006312554,0.00020276,0.000003106947,0.00034744872,0.819197,0.00890539,0.004971957,0.0022377206,0.1550576],"study_design_scores_gemma":[0.001186732,0.00003707559,0.009744914,0.0002221609,0.000047323098,0.0000060882167,0.000038490012,0.9603285,0.0005712984,0.00018034568,0.02716483,0.00047222394],"about_ca_topic_score_codex":0.00007977307,"about_ca_topic_score_gemma":0.00038386998,"teacher_disagreement_score":0.78573567,"about_ca_system_score_codex":0.00015609415,"about_ca_system_score_gemma":0.00003595601,"threshold_uncertainty_score":0.99991274},"labels":[],"label_agreement":null},{"id":"W2562395096","doi":"10.1088/2058-7058/26/03/37","title":"The quantum space race","year":2013,"lang":"en","type":"article","venue":"Physics World","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":47,"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 Waterloo","funders":"","keywords":"Space (punctuation); Physics; Quantum; Race (biology); Quantum information science; Theoretical physics; Computer science; Quantum network; Telecommunications; Quantum computer; Quantum mechanics; Quantum entanglement; Sociology","score_opus":0.008684606563626962,"score_gpt":0.19985466085803943,"score_spread":0.19117005429441247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562395096","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03767179,0.01470763,0.23544618,0.014670619,0.0022012007,0.0013048712,0.000003187424,0.0019444119,0.6920501],"genre_scores_gemma":[0.99631256,0.00021433018,0.00037053588,0.000091445516,0.00009476887,0.000034250977,0.0000025759334,0.000019405796,0.002860108],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996786,0.000018344572,0.0000653075,0.000045129007,0.00006289777,0.00012973289],"domain_scores_gemma":[0.9994569,0.00007310189,0.000012482038,0.00040705613,0.000019131936,0.00003135024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004211051,0.000060588904,0.000050433136,0.000008633097,0.00008758427,0.00005639748,0.00019626481,0.000010724858,0.000039330032],"category_scores_gemma":[0.0000034233612,0.000046352332,0.00003226348,0.00018037898,0.00002025039,0.000051373474,0.00003453241,0.00013000846,0.0005879269],"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":[0.0000024347357,0.000032277378,0.00024100054,0.000016238393,0.00008047286,6.772422e-7,0.00023902499,0.024786068,0.0077518113,0.45871523,0.40190908,0.10622568],"study_design_scores_gemma":[0.000109790846,0.0000032663627,0.0006636754,0.0000130241215,0.0000057311677,3.361599e-7,0.000019471634,0.42814744,0.003559203,0.017893273,0.5494247,0.00016008479],"about_ca_topic_score_codex":0.0000118168955,"about_ca_topic_score_gemma":0.000022313507,"teacher_disagreement_score":0.9586408,"about_ca_system_score_codex":0.000011481664,"about_ca_system_score_gemma":0.0000030955987,"threshold_uncertainty_score":0.7556806},"labels":[],"label_agreement":null},{"id":"W2571453491","doi":"10.1007/s11276-016-1435-4","title":"Design and wet-laboratory implementation of reliable end-to-end molecular communication","year":2017,"lang":"en","type":"article","venue":"Wireless Networks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"York University","funders":"Japan Society for the Promotion of Science","keywords":"Molecular communication; Computer science; Network packet; End-to-end principle; Computer network; Distributed computing","score_opus":0.011517952924433753,"score_gpt":0.253939388754601,"score_spread":0.24242143583016723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2571453491","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20165746,0.0051028943,0.7904014,0.00029833824,0.00018542694,0.0006294019,0.0000062178246,0.0001600443,0.001558817],"genre_scores_gemma":[0.9861956,0.0020569835,0.011494631,0.00009021866,0.000022467908,0.000056997684,0.000030198085,0.000039324736,0.000013583784],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991377,0.00010495978,0.0002750965,0.00014138826,0.00013333764,0.00020751706],"domain_scores_gemma":[0.99829894,0.00005615996,0.00012859763,0.0013420011,0.00008046428,0.00009381405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004259041,0.00014073025,0.00019228228,0.000060607406,0.00023625472,0.000088742396,0.00051028945,0.00011225608,0.000044252476],"category_scores_gemma":[0.000007872832,0.0001625984,0.00002905337,0.0001111336,0.000078362646,0.0001441005,0.00017107005,0.0001937766,0.000004684505],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005398089,0.000052441195,0.0028730852,0.000091715454,0.00021562418,0.000008645179,0.00080195756,0.72149646,0.0412062,0.0067558014,0.007599709,0.2188444],"study_design_scores_gemma":[0.0012562481,0.00007898401,0.009154899,0.00021182273,0.00007185575,0.0000036713195,0.00017028445,0.93731165,0.042754136,0.000244653,0.008204862,0.00053692673],"about_ca_topic_score_codex":0.00007251823,"about_ca_topic_score_gemma":0.000049138645,"teacher_disagreement_score":0.78453815,"about_ca_system_score_codex":0.000033573328,"about_ca_system_score_gemma":0.000022059883,"threshold_uncertainty_score":0.6630571},"labels":[],"label_agreement":null},{"id":"W2590477889","doi":"10.1016/j.bbmt.2016.12.273","title":"Optimizing Autologous Mononuclear Cell Collections for Cellular Therapy Using the Novel Optia Apheresis Device in Pediatric Patients with High Risk Leukemia","year":2017,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Apheresis; Peripheral blood mononuclear cell; Nuclear medicine; Internal medicine","score_opus":0.011313918861869856,"score_gpt":0.20555122079828195,"score_spread":0.1942373019364121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590477889","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":[0.95590925,0.0008266699,0.042744443,0.000009555035,0.000058213434,0.00029959518,0.000041728683,0.000019440726,0.00009107865],"genre_scores_gemma":[0.9813737,0.0031595929,0.015364026,0.000007318244,0.000015990865,0.00001949307,0.000041480074,0.000014283784,0.000004093731],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995665,0.00003941122,0.00014737195,0.00010513389,0.000029737834,0.000111822046],"domain_scores_gemma":[0.99958354,0.00007741748,0.00010576806,0.00018294218,0.00003187142,0.000018435694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009630144,0.000091283255,0.00012702995,0.0000627721,0.00030022982,0.000019590534,0.00013329626,0.00010057379,0.0000020628688],"category_scores_gemma":[0.0000036776637,0.00007067523,0.000025861467,0.00007127296,0.000050660303,0.000051303217,0.0000064775813,0.00009229395,7.771863e-8],"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":[0.0014257032,0.00055772916,0.20918606,0.0007677825,0.0006062322,0.00000456701,0.00382113,0.3737435,0.40057757,0.0004044227,0.000055718694,0.008849555],"study_design_scores_gemma":[0.046951897,0.0019362388,0.34176254,0.0002625578,0.0032187616,0.00001937432,0.00035582465,0.28158554,0.32111412,0.00042862323,0.0005824096,0.0017820733],"about_ca_topic_score_codex":0.00019515357,"about_ca_topic_score_gemma":0.00016821655,"teacher_disagreement_score":0.1325765,"about_ca_system_score_codex":0.000008719317,"about_ca_system_score_gemma":0.000017792257,"threshold_uncertainty_score":0.28820524},"labels":[],"label_agreement":null},{"id":"W2608727628","doi":"10.1017/9781316771655","title":"Key Technologies for 5G Wireless Systems","year":2017,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":710,"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":"Computer science; Wireless; Radio resource management; Key (lock); Cloud computing; Wireless network; Computer network; Telecommunications; Computer security","score_opus":0.018739035200018905,"score_gpt":0.19233906127404754,"score_spread":0.17360002607402863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608727628","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014020963,0.0023193175,0.010801613,0.0000070388874,0.0005365626,0.0007641625,0.00018272475,0.0012256262,0.9841489],"genre_scores_gemma":[0.0038513634,0.0008560032,0.0001173715,0.0000044157164,0.0000795334,0.000011208181,0.00014991383,0.0000761901,0.994854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991619,0.000024475174,0.00015264812,0.0002597219,0.00012640821,0.0002748642],"domain_scores_gemma":[0.9981439,0.00006483413,0.00014269969,0.001477299,0.00010928948,0.00006198951],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008317839,0.00030451978,0.00040451344,0.00015004391,0.0002632919,0.0000993944,0.0014002182,0.0006716284,2.168061e-7],"category_scores_gemma":[0.000010063709,0.00037807127,0.0001798899,0.00000720439,0.0001705514,0.00005553897,0.00018923197,0.0004560992,0.000006187731],"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":[0.00002505778,0.000005295086,4.083789e-7,0.0007158443,0.00027549593,0.000050739265,0.000021626176,0.0005233723,0.000096595235,0.37363052,0.6200192,0.004635856],"study_design_scores_gemma":[0.00037473885,0.000015154309,6.312587e-7,0.00034546983,0.00010042733,0.0000061833753,0.000024282579,0.010804103,0.00046419777,0.0000029020398,0.98746765,0.00039427646],"about_ca_topic_score_codex":0.000021735746,"about_ca_topic_score_gemma":0.0000016336446,"teacher_disagreement_score":0.37362763,"about_ca_system_score_codex":0.00025560876,"about_ca_system_score_gemma":0.00008141668,"threshold_uncertainty_score":0.99986714},"labels":[],"label_agreement":null},{"id":"W2610671219","doi":"10.1117/12.2262949","title":"Wireless, battery-operated data acquisition system for mobile spectrometry applications and (potentially) for the Internet of things","year":2017,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":3,"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 Waterloo","funders":"","keywords":"Computer science; Wireless; Internet of Things; Battery (electricity); The Internet; Computer network; Embedded system; Telecommunications; World Wide Web","score_opus":0.013093045926068907,"score_gpt":0.23478401094703108,"score_spread":0.22169096502096217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610671219","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":[0.9600802,0.0006077977,0.03536005,0.0008208748,0.00023857855,0.002031153,0.0001971736,0.00011102527,0.00055311626],"genre_scores_gemma":[0.9001276,0.00033889228,0.098119736,0.000038142756,0.000254053,0.00091273786,0.00007386494,0.00006833751,0.00006666936],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986106,2.6391806e-8,0.00056568993,0.0002923955,0.0002844866,0.0002467962],"domain_scores_gemma":[0.99817216,0.0002114791,0.0003721466,0.00026251638,0.0009181684,0.000063502746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007096297,0.00022743674,0.00034064104,0.00006484671,0.00019275145,0.00020531636,0.0020371536,0.00015753956,0.0000036362287],"category_scores_gemma":[0.00013725601,0.00018056668,0.00027999608,0.0001178234,0.00021438338,0.0005300905,0.00035143923,0.00019391617,3.4598992e-7],"study_design_candidate":"simulation_or_modeling","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":[0.00011890828,0.000085081316,0.00011359006,0.0023098586,0.001105196,2.467084e-8,0.00021189914,0.000532294,0.6437467,0.34493724,0.0039169528,0.0029222532],"study_design_scores_gemma":[0.001365224,0.00018112139,0.00030832968,0.0004675426,0.0003606933,0.000011581406,0.0008537916,0.866797,0.12179858,0.00036684508,0.007168043,0.0003212789],"about_ca_topic_score_codex":0.000009215898,"about_ca_topic_score_gemma":2.3669048e-7,"teacher_disagreement_score":0.8662647,"about_ca_system_score_codex":0.00007493792,"about_ca_system_score_gemma":0.000015792193,"threshold_uncertainty_score":0.73632956},"labels":[],"label_agreement":null},{"id":"W2739509734","doi":"10.1158/1538-7445.am2017-5228","title":"Abstract 5228: The impact of microtubules on solution conductance and capacitance; implications for the use of AC electric fields in cancer therapy","year":2017,"lang":"en","type":"article","venue":"Cancer Research","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Conductance; Microtubule; Capacitance; Ion; Mitosis; Tubulin; Materials science; Biophysics; Ionic bonding; Chemistry; Electrode; Nanotechnology; Condensed matter physics; Physics; Biology; Cell biology","score_opus":0.30834996753242044,"score_gpt":0.45703103704096704,"score_spread":0.1486810695085466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739509734","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":[0.98104906,0.01570916,0.00053725677,0.0018142674,0.000036406313,0.0006643277,0.000046674948,0.0000063884795,0.00013645126],"genre_scores_gemma":[0.9670735,0.0323858,0.000035810615,0.000016283107,0.000028770748,0.00041915412,0.0000015651991,0.000010738339,0.000028395752],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99947846,0.00004025922,0.00012948007,0.00008501815,0.000083922925,0.0001828588],"domain_scores_gemma":[0.998673,0.00045674236,0.000056468456,0.00065802113,0.00013513121,0.000020632804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033421573,0.00006202103,0.000097454096,0.00005639845,0.0002208277,0.000039496088,0.00039466203,0.00005546524,0.000018925231],"category_scores_gemma":[0.00007483947,0.000037420137,0.000044463155,0.00013697945,0.00015301074,0.00006791326,0.000019166033,0.0002725263,2.3955047e-7],"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":[0.00018843211,0.00005038126,0.008964368,0.00005947439,0.00014228126,1.2859651e-7,0.00063616195,0.023223061,0.8531784,0.0011776134,0.010579711,0.10180002],"study_design_scores_gemma":[0.0007965893,0.00011675345,0.87217075,0.00016967773,0.0000067866454,6.756956e-7,0.000032195574,0.017294282,0.10457108,0.00085908035,0.0038452079,0.00013690918],"about_ca_topic_score_codex":0.0030325155,"about_ca_topic_score_gemma":0.0016417889,"teacher_disagreement_score":0.8632064,"about_ca_system_score_codex":0.00008777529,"about_ca_system_score_gemma":0.000078714605,"threshold_uncertainty_score":0.45842764},"labels":[],"label_agreement":null},{"id":"W2741596692","doi":"10.1109/cwit.2017.7994832","title":"Nonnegative code division multiple access techniques in molecular communication","year":2017,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Code division multiple access; Computer science; Channel access method; Division (mathematics); Scheme (mathematics); Multi-frequency time division multiple access; Constraint (computer-aided design); Transmission (telecommunications); Code (set theory); Theoretical computer science; Computer network; Algorithm; Telecommunications; Orthogonal frequency-division multiplexing; Wireless; MIMO-OFDM; Mathematics; Arithmetic","score_opus":0.02383855366475885,"score_gpt":0.30197400008664466,"score_spread":0.2781354464218858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741596692","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.199611,0.0011409406,0.5731247,0.0011089309,0.0001041914,0.00087486795,0.0000068028376,0.0009588809,0.2230697],"genre_scores_gemma":[0.9843137,0.00049806916,0.014961865,0.000068958034,0.0000043192736,0.000056720215,0.00001755238,0.00002119142,0.000057600395],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994682,0.00005599932,0.00016765711,0.00009745603,0.00008498781,0.00012569061],"domain_scores_gemma":[0.9983459,0.000053133565,0.000049180086,0.0014819076,0.00003443375,0.00003541025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018350307,0.000096912,0.00011269973,0.00007110565,0.00015035688,0.00015573043,0.001146923,0.00008258124,0.000033345626],"category_scores_gemma":[0.00007371076,0.00009776798,0.00003278565,0.000064460124,0.000050399965,0.00029150036,0.000380547,0.0001947252,0.000012821961],"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":[0.00007191712,0.00058153004,0.11379963,0.00019908328,0.00020838805,0.000058021684,0.002039491,0.047007836,0.2880161,0.030195279,0.009231435,0.5085913],"study_design_scores_gemma":[0.0007877539,0.000019797591,0.04735045,0.0002327586,0.000007298585,0.0000016174398,0.000042990254,0.44191104,0.49515533,0.0020716174,0.011950325,0.00046901987],"about_ca_topic_score_codex":0.00014921003,"about_ca_topic_score_gemma":0.00079543976,"teacher_disagreement_score":0.7847027,"about_ca_system_score_codex":0.000037596208,"about_ca_system_score_gemma":0.000005085466,"threshold_uncertainty_score":0.39868623},"labels":[],"label_agreement":null},{"id":"W2784110166","doi":"10.48550/arxiv.1801.02890","title":"Symbol-by-Symbol Maximum Likelihood Detection for Cooperative Molecular Communication","year":2018,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Symbol (formal); Algorithm; Detector; Computer science; Fusion center; Transmitter; Intersymbol interference; Sequence (biology); Binary number; Interference (communication); Detection theory; Mathematics; Telecommunications; Channel (broadcasting); Arithmetic; Decoding methods; Wireless; Chemistry","score_opus":0.02646402227852829,"score_gpt":0.17575284155066,"score_spread":0.14928881927213172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784110166","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14360589,0.0011861535,0.85015994,0.000044071585,0.00033612928,0.00093185034,0.00006795225,0.00047753614,0.003190455],"genre_scores_gemma":[0.99673635,0.0015005965,0.0009011365,0.0000788947,0.00004867684,0.000024959403,0.00042299577,0.000087549524,0.00019882173],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99862033,0.00020014554,0.00026279056,0.0005046712,0.00006958656,0.0003424594],"domain_scores_gemma":[0.99764705,0.00008544103,0.00013742453,0.0016833615,0.00030261322,0.00014408778],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023366275,0.00037492707,0.00034155094,0.00017028417,0.00023357755,0.000081221486,0.0009992588,0.00053483434,0.00005117344],"category_scores_gemma":[0.00002962302,0.0004920072,0.00022595678,0.00034118802,0.00012146055,0.00012283544,0.0005262258,0.0006580177,0.00006421506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003594713,0.00042221256,0.00022860407,0.00071191665,0.0018692458,0.0000408308,0.0010474258,0.9185803,0.03672116,0.00890722,0.018255254,0.012856351],"study_design_scores_gemma":[0.0011987119,0.00011564659,0.00004752217,0.00021329653,0.00029260755,0.000003531868,0.00019704005,0.9415128,0.03183955,0.014208125,0.0093714865,0.0009996302],"about_ca_topic_score_codex":0.000035027268,"about_ca_topic_score_gemma":0.0000784126,"teacher_disagreement_score":0.85313046,"about_ca_system_score_codex":0.00027471408,"about_ca_system_score_gemma":0.00005107316,"threshold_uncertainty_score":0.9997532},"labels":[],"label_agreement":null},{"id":"W2794140382","doi":"10.1016/j.bpj.2017.11.983","title":"A Blood Brain Barrier Biomimetic Platform to Study the use of Electromagnetic Force on Superparamagnetic Nanoparticles for Drug Delivery Purposes","year":2018,"lang":"en","type":"article","venue":"Biophysical Journal","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"York University","funders":"","keywords":"Drug delivery; Nanotechnology; Blood–brain barrier; Biomedical engineering; Flexibility (engineering); Microfluidics; Targeted drug delivery; Computer science; Materials science; Neuroscience; Medicine; Biology; Mathematics","score_opus":0.02391627628758608,"score_gpt":0.24070392147483152,"score_spread":0.21678764518724544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794140382","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":[0.99821794,0.00009359032,0.00068179163,0.00029112247,0.00009991794,0.0005466436,0.00000550143,0.00003734133,0.00002612363],"genre_scores_gemma":[0.9978458,0.000023508608,0.0015077066,0.000314653,0.0001700009,0.000041352057,0.000001190818,0.000031108757,0.000064677],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989551,0.00008477937,0.0003026221,0.00012357061,0.000210927,0.00032301692],"domain_scores_gemma":[0.9989267,0.0003552765,0.0000453124,0.00040568077,0.000108129025,0.00015888941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019117816,0.0001563761,0.0001886729,0.00008672977,0.00019776958,0.00010316304,0.00038261036,0.000036289806,0.00003459605],"category_scores_gemma":[0.00008255697,0.000111114605,0.00012232456,0.0002831957,0.00008848671,0.00008127232,0.000054962333,0.00017763335,0.000018836377],"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":[0.0001385873,0.00030133294,0.000024182773,0.0000054380394,0.00012401855,0.000003248241,0.0005623994,0.00043775488,0.98960227,0.00017375738,0.001271086,0.0073559387],"study_design_scores_gemma":[0.0020826992,0.006394685,0.002472336,0.00006066383,0.00026732482,0.00004423944,0.00018792252,0.039331038,0.9449945,0.0003075353,0.0034880014,0.0003690418],"about_ca_topic_score_codex":0.00000659081,"about_ca_topic_score_gemma":0.00001543268,"teacher_disagreement_score":0.04460774,"about_ca_system_score_codex":0.000020092877,"about_ca_system_score_gemma":0.000020671036,"threshold_uncertainty_score":0.45311219},"labels":[],"label_agreement":null},{"id":"W2802082828","doi":"10.1109/isit.2018.8437793","title":"Thermodynamic Properties of Molecular Communication","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Energy (signal processing); Computer science; Statistical physics; Physics; Quantum mechanics; Telecommunications","score_opus":0.01608513915169825,"score_gpt":0.2112759909597996,"score_spread":0.19519085180810136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802082828","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":[0.7411714,0.027003687,0.088822715,0.00014897116,0.0002637548,0.0006491739,0.000006949622,0.00068790955,0.14124542],"genre_scores_gemma":[0.99336827,0.001516399,0.0048541506,0.0000309513,0.000010363719,0.000043998596,0.000047470545,0.000042309042,0.00008608643],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933374,0.000082683204,0.00026750157,0.00010389623,0.00011163796,0.00010055745],"domain_scores_gemma":[0.99812835,0.000007909065,0.00006326161,0.0016817191,0.00009247702,0.00002628331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013119572,0.00015189109,0.00019918496,0.000069004665,0.00002115842,0.000018950715,0.00072645943,0.00021268938,0.00008253891],"category_scores_gemma":[0.0000078463645,0.00014021833,0.00009069145,0.000065880966,0.000090633104,0.000019040279,0.0005447604,0.00031262304,0.000021097052],"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":[0.000033448705,0.00017728293,0.00008288236,0.0019774411,0.0010137473,0.0000022285333,0.0016446016,0.13839288,0.81961274,0.0115641765,0.0044313474,0.021067215],"study_design_scores_gemma":[0.0001727052,0.00001426358,0.00013565547,0.0006910783,0.000052665495,0.0000018119102,0.000032810414,0.7795044,0.21486014,0.0027196466,0.0013836473,0.0004311312],"about_ca_topic_score_codex":0.000030245781,"about_ca_topic_score_gemma":0.000015302881,"teacher_disagreement_score":0.64111155,"about_ca_system_score_codex":0.00003137772,"about_ca_system_score_gemma":0.000021440417,"threshold_uncertainty_score":0.57179374},"labels":[],"label_agreement":null},{"id":"W2884953712","doi":"","title":"Nanotechnology as a Platform for Personalized Cancer Therapy","year":2017,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cancer therapy; Personalized medicine; Cancer; Medicine; Cancer treatment; Intensive care medicine; Nanotechnology; Computer science; Bioinformatics; Biology; Internal medicine","score_opus":0.05108138525814932,"score_gpt":0.3519445735683186,"score_spread":0.3008631883101693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884953712","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":[0.48481667,0.055524703,0.1967493,0.23916979,0.0054609417,0.0013226533,0.00005211703,0.00048245472,0.016421374],"genre_scores_gemma":[0.9662672,0.027676545,0.002384188,0.0016284114,0.001009872,0.00005243899,0.000027250866,0.000047815425,0.0009062607],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987153,0.000018502898,0.0003753986,0.00009124703,0.00055850897,0.00024108701],"domain_scores_gemma":[0.99900204,0.000080907805,0.0001822645,0.00036366307,0.00012794787,0.00024319408],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068958657,0.00013520048,0.00035885524,0.00008416718,0.00026313376,0.00001609931,0.0009135701,0.00024599314,0.0014150022],"category_scores_gemma":[0.00079870806,0.000092469265,0.00011441804,0.00004399656,0.0005634683,0.000063261,0.000046922018,0.00055370765,0.000004540031],"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":[0.00020093132,0.00005087389,0.00027072328,0.000055591565,0.00036301973,0.000041911666,0.0009160621,0.00007118509,0.005529881,0.0034201522,0.09043138,0.89864826],"study_design_scores_gemma":[0.012303723,0.00040346856,0.0006706626,0.0007677586,0.000051502324,0.00043304387,0.00028783464,0.014990934,0.0031174307,0.0027079885,0.9640382,0.00022744932],"about_ca_topic_score_codex":0.00005048569,"about_ca_topic_score_gemma":0.000025193007,"teacher_disagreement_score":0.8984209,"about_ca_system_score_codex":0.00003749808,"about_ca_system_score_gemma":0.000102364575,"threshold_uncertainty_score":0.99949783},"labels":[],"label_agreement":null},{"id":"W2887441655","doi":"10.1158/1538-7445.am2018-3209","title":"Abstract 3209: Numerical modeling of intracellular mechanisms in tumor-treating fields","year":2018,"lang":"en","type":"article","venue":"Cancer Research","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Biophysics; Microtubule; Tubulin; Intracellular; Mitosis; Cytoskeleton; Cytosol; Materials science; Chemistry; Cell; Biology; Cell biology; Biochemistry; Enzyme","score_opus":0.05697486879809632,"score_gpt":0.34853923933157693,"score_spread":0.2915643705334806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887441655","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":[0.8284093,0.0025037618,0.1577219,0.00012892108,0.0001235926,0.00020977142,0.000002247573,0.00006860493,0.01083188],"genre_scores_gemma":[0.9980255,0.00021654548,0.0015890443,0.000015010737,0.000068767076,0.000038506914,0.0000021556762,0.000020180276,0.000024296889],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991288,0.00005508046,0.00020213622,0.00011270392,0.00022955168,0.0002716874],"domain_scores_gemma":[0.9994535,0.000060010858,0.000013882034,0.0003132448,0.00010369436,0.000055683056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005195377,0.00006516802,0.00011806347,0.00013017513,0.00004835389,0.000015226312,0.00026260584,0.00006784981,0.00033548896],"category_scores_gemma":[0.00004211838,0.00006760383,0.000026627637,0.0003758973,0.000042045645,0.000041341016,0.00007147033,0.00044337809,0.00001944121],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007054921,0.00008062125,0.00033324226,0.00022622223,0.00005129855,0.00003518226,0.0016176444,0.57513875,0.38244873,0.004596381,0.0007016475,0.03469973],"study_design_scores_gemma":[0.00016489199,0.000027197295,0.00006984331,0.00012746229,0.0000013296905,8.967981e-7,0.00008856901,0.9284117,0.06978792,0.00096949533,0.00026867128,0.00008198123],"about_ca_topic_score_codex":0.00041013438,"about_ca_topic_score_gemma":0.00013691375,"teacher_disagreement_score":0.353273,"about_ca_system_score_codex":0.00007873716,"about_ca_system_score_gemma":0.000041736872,"threshold_uncertainty_score":0.3673369},"labels":[],"label_agreement":null},{"id":"W2887633513","doi":"","title":"Output Encoding by Compressed Sensing for Cell Detection with Deep Convnet.","year":2018,"lang":"en","type":"article","venue":"National Conference on Artificial Intelligence","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"Encoding (memory); Computer science; Compressed sensing; Artificial intelligence; Pattern recognition (psychology); Computer vision","score_opus":0.06931034880109846,"score_gpt":0.28653758121228473,"score_spread":0.21722723241118627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887633513","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005838886,0.000048533886,0.97526544,0.000100131554,0.00021490376,0.00025763636,0.000011478501,0.00014460881,0.01811837],"genre_scores_gemma":[0.9947645,0.000022601538,0.004763743,0.00016680361,0.00012572677,0.00001918404,0.000033997614,0.000021950405,0.000081467886],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990684,0.000036390495,0.00024088427,0.00019505792,0.0002658924,0.00019341048],"domain_scores_gemma":[0.9989949,0.00016790228,0.000058259997,0.00016587027,0.0005508957,0.00006216771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018878936,0.00014195067,0.000117884956,0.00009157668,0.00019755153,0.00009299373,0.00017731544,0.00008942903,0.000077150595],"category_scores_gemma":[0.000051382827,0.00014329521,0.000033460463,0.00018464407,0.00010518055,0.00007775611,0.000015331121,0.00016198968,0.00009005938],"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":[0.00038888457,0.00015829365,0.000008843387,0.000054975382,0.000067048364,0.000001673331,0.00078059017,0.046832692,0.47385582,0.050317112,0.0014669435,0.4260671],"study_design_scores_gemma":[0.000036834375,0.000096861506,0.0000042771676,0.000019648101,0.0000042913307,0.0000011229616,0.000060862043,0.6039518,0.39115685,0.0024683885,0.002073838,0.00012520287],"about_ca_topic_score_codex":0.000008016303,"about_ca_topic_score_gemma":0.0001303424,"teacher_disagreement_score":0.98892564,"about_ca_system_score_codex":0.00006922921,"about_ca_system_score_gemma":0.000036130317,"threshold_uncertainty_score":0.58434093},"labels":[],"label_agreement":null},{"id":"W2887649851","doi":"10.1158/1538-7445.am2018-3199","title":"Abstract 3199: Computational studies show that Tumor Treating Fields can be delivered to the infratentorial brain at therapeutic levels","year":2018,"lang":"en","type":"article","venue":"Cancer Research","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Brain tumor; Glioblastoma; Human head; Human brain; Pathology; Cancer research; Physics; Acoustics","score_opus":0.20923683343714455,"score_gpt":0.4176872208770351,"score_spread":0.20845038743989053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887649851","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":[0.9710443,0.0059248693,0.001841724,0.015964821,0.000986933,0.0007570357,0.000049387545,0.0001368983,0.003294014],"genre_scores_gemma":[0.9975098,0.00014442508,0.0001363293,0.0010026194,0.00052300596,0.00013566174,0.000009498448,0.000022385197,0.0005162781],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988733,0.00012952574,0.00013563009,0.0001474543,0.00039630468,0.0003177901],"domain_scores_gemma":[0.99884164,0.00047538424,0.000018552237,0.0003198866,0.00024981477,0.000094708055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056910026,0.0001008822,0.000114322924,0.00006773746,0.00041053662,0.00006617386,0.00036687838,0.00004674671,0.0003468102],"category_scores_gemma":[0.00009486698,0.00007659637,0.00003632376,0.00027639416,0.00012235378,0.00003696247,0.00017110187,0.00029303684,0.00003111648],"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":[0.00039730675,0.000075564225,0.0021724927,0.00020880529,0.0012604236,0.0000327419,0.036902543,0.3330432,0.04942323,0.001931826,0.4648201,0.1097318],"study_design_scores_gemma":[0.004707032,0.00077372766,0.06119,0.0008739798,0.00007732663,0.00002571194,0.005992239,0.18217686,0.08592059,0.0032254583,0.6532388,0.0017983213],"about_ca_topic_score_codex":0.00020518087,"about_ca_topic_score_gemma":0.0029423728,"teacher_disagreement_score":0.18841867,"about_ca_system_score_codex":0.00030921426,"about_ca_system_score_gemma":0.00008812369,"threshold_uncertainty_score":0.37973288},"labels":[],"label_agreement":null},{"id":"W2889401277","doi":"10.1109/iwcmc.2018.8450431","title":"Enhancing Signal Strength and ISI-Avoidance of Diffusion-based Molecular Communication","year":2018,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Molecular communication; SIGNAL (programming language); Impulse (physics); Computer science; Interference (communication); Transmitter; Channel (broadcasting); Degradation (telecommunications); Biological system; Materials science; Chemistry; Physics; Telecommunications","score_opus":0.0047910134049788606,"score_gpt":0.20484986593407337,"score_spread":0.2000588525290945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889401277","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":[0.5950317,0.0017742675,0.39252427,0.00007883109,0.000027108827,0.000107824395,0.0000016546859,0.00013639075,0.0103179915],"genre_scores_gemma":[0.98173875,0.00014598288,0.017950654,0.000099500765,0.00000895645,0.0000057586253,0.000009057812,0.00001472399,0.00002662255],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995169,0.000051404775,0.00017374317,0.00007444431,0.00008686624,0.00009665538],"domain_scores_gemma":[0.9992963,0.000078286066,0.000032348187,0.0004961737,0.000055507186,0.000041375293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011920762,0.00007962741,0.00010086029,0.000047607376,0.000053278338,0.00001153072,0.00018197103,0.00005194893,0.00013661236],"category_scores_gemma":[0.000012895144,0.00007972389,0.000025047104,0.00012424977,0.00008165618,0.00003303501,0.000054403372,0.00009088168,0.0000062147],"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":[0.000013926267,0.000065934015,0.0005188933,0.00006702741,0.00003706814,8.2709545e-7,0.0002775827,0.002763678,0.9713143,0.003767897,0.00034053857,0.020832296],"study_design_scores_gemma":[0.00030849408,0.000036687146,0.0006787204,0.00008398181,0.0000093579765,8.0418386e-7,0.00003603445,0.36375776,0.6334627,0.00012424633,0.001372082,0.00012913972],"about_ca_topic_score_codex":0.000017837981,"about_ca_topic_score_gemma":0.000056627112,"teacher_disagreement_score":0.3867071,"about_ca_system_score_codex":0.0000108776,"about_ca_system_score_gemma":0.000009456529,"threshold_uncertainty_score":0.3251046},"labels":[],"label_agreement":null},{"id":"W2897286719","doi":"10.1007/978-1-4939-8805-1_20","title":"Cellular Magnetic Resonance Imaging for Tracking Metastatic Cancer Cells in the Brain","year":2018,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Magnetic resonance imaging; In vivo; Cancer cell; Iron oxide nanoparticles; Cell; Tracking (education); Biomedical engineering; Cancer; Materials science; Nuclear magnetic resonance; Chemistry; Nanoparticle; Medicine; Nanotechnology; Biology; Radiology; Physics; Psychology; Internal medicine; Biochemistry","score_opus":0.028454874561559425,"score_gpt":0.37090545242972256,"score_spread":0.34245057786816313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897286719","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040972647,0.029917708,0.9642068,0.00049474544,0.00026348207,0.0004241364,0.0000057891734,0.000035563215,0.0005544967],"genre_scores_gemma":[0.13068616,0.0002863276,0.86659706,0.00190961,0.00006077802,0.00037192742,0.000011280996,0.000049560007,0.000027292808],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977762,0.0012656614,0.00031428636,0.00022855932,0.000052904838,0.0003623571],"domain_scores_gemma":[0.99887663,0.0005322899,0.000035607343,0.0004984612,0.00003258556,0.00002443644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020045724,0.00015573831,0.00022316209,0.00014522734,0.00004358453,0.000020641175,0.0004864006,0.00007518694,0.00003620927],"category_scores_gemma":[0.00015280436,0.00013431841,0.00006960046,0.00041559016,0.00012538476,0.000021846978,0.0000485046,0.00024263519,0.000003016773],"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":[0.000008634582,0.000015652886,0.0001639254,0.000018031717,0.0000056840477,0.000011181176,0.0003990868,0.00088389014,0.7971046,0.0016058767,0.00017712572,0.1996063],"study_design_scores_gemma":[0.0011870202,0.000101488426,0.00044227217,0.000081995,0.000030764542,0.000009857488,0.00014356722,0.2719108,0.5526438,0.010221481,0.16277589,0.0004511064],"about_ca_topic_score_codex":0.000043334443,"about_ca_topic_score_gemma":0.00010200015,"teacher_disagreement_score":0.2710269,"about_ca_system_score_codex":0.000040031104,"about_ca_system_score_gemma":0.000016613441,"threshold_uncertainty_score":0.54773456},"labels":[],"label_agreement":null},{"id":"W2903958793","doi":"10.1109/lsc.2018.8572252","title":"Miniaturized Wireless Cell Spectrophotometer Platform in Visible and Near-IR Range","year":2018,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Wireless; Computer science; Voltage; Range (aeronautics); Power (physics); Base station; Electrical engineering; Materials science; Computer hardware; Embedded system; Engineering; Telecommunications; Physics","score_opus":0.007844550353610893,"score_gpt":0.2036612015354061,"score_spread":0.1958166511817952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903958793","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":[0.91629666,0.00042666175,0.0010809619,0.000024932324,0.000058302237,0.000115224095,5.9783645e-7,0.000101519254,0.081895165],"genre_scores_gemma":[0.9913682,0.00030126734,0.007751001,0.00011226187,0.000030315712,0.000007983496,0.0000029875016,0.000018194702,0.00040778727],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956053,0.000010140362,0.00012040975,0.00008934551,0.00005809459,0.00016149884],"domain_scores_gemma":[0.99964994,0.00002320435,0.000010159362,0.0002583284,0.000011078727,0.0000473031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077862554,0.000084995576,0.00010985462,0.00006384725,0.00003012098,0.000038698323,0.00010904754,0.00006780765,0.00030817607],"category_scores_gemma":[0.0000017935087,0.0000784767,0.000021022093,0.00018271575,0.00003700851,0.000056137378,0.000041841882,0.00011214056,0.00006919403],"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":[0.00060178817,0.00047116092,0.009383392,0.00048682236,0.00020543583,0.00010920566,0.006217935,0.00046817277,0.8763955,0.004065213,0.035816863,0.0657785],"study_design_scores_gemma":[0.006557203,0.00024322957,0.017100286,0.00008564554,0.00002322872,0.00002268901,0.00015569692,0.62999254,0.24987257,0.00034119378,0.09460039,0.0010052974],"about_ca_topic_score_codex":0.00002170858,"about_ca_topic_score_gemma":0.000105597144,"teacher_disagreement_score":0.6295244,"about_ca_system_score_codex":0.000017713994,"about_ca_system_score_gemma":0.0000052705623,"threshold_uncertainty_score":0.3374312},"labels":[],"label_agreement":null},{"id":"W2905156765","doi":"10.1109/tmbmc.2018.2885288","title":"Communication System Design and Analysis for Asynchronous Molecular Timing Channels","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; National Science Foundation","keywords":"Asynchronous communication; Modulation (music); Additive white Gaussian noise; Noise (video); Computer science; Binary number; Algorithm; Gaussian noise; Channel (broadcasting); Bit error rate; Communications system; Signal-to-noise ratio (imaging); Topology (electrical circuits); Electronic engineering; Mathematics; Telecommunications; Physics; Acoustics; Artificial intelligence; Engineering","score_opus":0.06665745886897742,"score_gpt":0.2864848280001804,"score_spread":0.21982736913120296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905156765","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":[0.014001675,0.003223015,0.9809688,0.00045796475,0.00006873769,0.00078233855,0.00004454281,0.0002030424,0.00024993022],"genre_scores_gemma":[0.8073306,0.0028902474,0.18917783,0.00006350118,0.000004239732,0.00043464458,0.00005390484,0.00002764483,0.000017390192],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99862784,0.0003278388,0.00036460604,0.0003131151,0.00009355176,0.00027307382],"domain_scores_gemma":[0.9965449,0.00028302078,0.00011998828,0.0027808566,0.00010305839,0.00016816854],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00040348823,0.00027145294,0.0003687096,0.00017914781,0.0014410174,0.00020205019,0.0010629836,0.00025929083,0.0000068165878],"category_scores_gemma":[0.000019117733,0.00025970815,0.0002125869,0.0001735664,0.0004228716,0.00009964527,0.00004566783,0.00034897288,0.0000057878938],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019874355,0.0012367904,0.00051571836,0.00023830419,0.003954912,0.000013413543,0.001134176,0.57651,0.20195475,0.0055302093,0.000047824095,0.20866512],"study_design_scores_gemma":[0.0008439802,0.00009702388,0.00074247125,0.00007097047,0.0004235709,0.000011881805,0.00010182575,0.98130167,0.015473831,0.00010551725,0.0004312028,0.00039606763],"about_ca_topic_score_codex":0.000023357865,"about_ca_topic_score_gemma":0.000035324487,"teacher_disagreement_score":0.79332894,"about_ca_system_score_codex":0.000053546148,"about_ca_system_score_gemma":0.000011526484,"threshold_uncertainty_score":0.9999855},"labels":[],"label_agreement":null},{"id":"W2905824072","doi":"10.1109/tmbmc.2018.2889644","title":"Exploiting Diversity in One-Shot Molecular Timing Channels via Order Statistics","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Detector; Decodes; Diversity gain; Statistics; Physics; Algorithm; Transmitter; Channel (broadcasting); Mathematics; Computer science; Optics; Telecommunications; Decoding methods; Fading","score_opus":0.14448116650824502,"score_gpt":0.29995660822333126,"score_spread":0.15547544171508623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905824072","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":[0.06414767,0.0005498302,0.9339238,0.0002233059,0.00010784414,0.00030595434,0.000040625142,0.00015123266,0.0005497738],"genre_scores_gemma":[0.88086617,0.0012639993,0.117439166,0.00026364715,0.000009576236,0.00006975589,0.000043136883,0.000025577143,0.000018963663],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986546,0.0002575544,0.00034537006,0.0002822389,0.00013131907,0.00032890323],"domain_scores_gemma":[0.99851286,0.00013913745,0.00004754659,0.001028507,0.00012398294,0.00014794085],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020257439,0.00023718586,0.0002449957,0.00016583601,0.00054450857,0.000038608396,0.00063808134,0.00021952401,0.00007324085],"category_scores_gemma":[0.000016120226,0.00024735485,0.000075213014,0.00043548885,0.00038850246,0.000069238245,0.00007526761,0.0005312826,0.00003822288],"study_design_candidate":"simulation_or_modeling","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":[0.00012749515,0.0025638144,0.0009315586,0.00008287636,0.00042370075,0.000045287037,0.0031339366,0.07940651,0.69333005,0.0014301217,0.00007155143,0.21845311],"study_design_scores_gemma":[0.0018823036,0.000318662,0.0013800206,0.0001679112,0.00009576553,0.000022677768,0.0002788245,0.91741073,0.07543893,0.0008304993,0.001152802,0.0010208869],"about_ca_topic_score_codex":0.000053987005,"about_ca_topic_score_gemma":0.00025187645,"teacher_disagreement_score":0.83800423,"about_ca_system_score_codex":0.000054973007,"about_ca_system_score_gemma":0.000011131969,"threshold_uncertainty_score":0.99999785},"labels":[],"label_agreement":null},{"id":"W2912795628","doi":"10.1088/1751-8121/ab0584","title":"Analytical estimation for the impulse response of an <i>n</i> -dimensional diffusion channel with an absorbing receiver","year":2019,"lang":"en","type":"article","venue":"Journal of Physics A Mathematical and Theoretical","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Perimeter Institute","funders":"Institut Périmètre de physique théorique","keywords":"Impulse response; Channel (broadcasting); Impulse (physics); Diffusion; Physics; Acoustics; Computer science; Mathematics; Telecommunications; Mathematical analysis; Thermodynamics; Classical mechanics","score_opus":0.006998263828807621,"score_gpt":0.22845211483494654,"score_spread":0.22145385100613893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912795628","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":[0.85170794,0.00004797687,0.14782894,0.00015614144,0.000027410184,0.00014418873,0.0000024015199,0.00000881521,0.00007621154],"genre_scores_gemma":[0.9884479,0.000011957063,0.011428904,0.000039141487,0.00004396351,0.00000292324,0.000002153272,0.000017922202,0.0000051036673],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992031,0.00009118266,0.00029503444,0.00007118587,0.00022431904,0.000115170245],"domain_scores_gemma":[0.9986469,0.0008168401,0.0000842684,0.0002358883,0.00011122526,0.00010483459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000759304,0.000101217374,0.00023837604,0.000030490959,0.000042990185,0.000025102858,0.00014889501,0.000053861833,0.000037394835],"category_scores_gemma":[0.000067299894,0.000056383997,0.00007107199,0.000082830884,0.00018638888,0.00012055945,0.000028046325,0.00017826697,0.0000017970004],"study_design_candidate":"theoretical_or_conceptual","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":[0.0014103048,0.00022936251,0.000006235105,0.00007826691,0.000070879425,0.0000023627208,0.0003558153,0.016158944,0.0037405351,0.97334814,0.000012944669,0.0045861835],"study_design_scores_gemma":[0.00057261053,0.00055407465,0.00008507456,0.00010940076,0.00006649985,0.00005022404,0.000059359234,0.830231,0.0017017446,0.16649218,0.000007637734,0.000070179936],"about_ca_topic_score_codex":1.290761e-7,"about_ca_topic_score_gemma":6.002265e-8,"teacher_disagreement_score":0.8140721,"about_ca_system_score_codex":0.000010201311,"about_ca_system_score_gemma":0.000017614184,"threshold_uncertainty_score":0.22992727},"labels":[],"label_agreement":null},{"id":"W2920074752","doi":"10.1109/tmbmc.2019.2902143","title":"Capacity Limits of Diffusion-Based Molecular Timing Channels With Finite Particle Lifetime","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Channel (broadcasting); Upper and lower bounds; Channel capacity; Diffusion; Molecular communication; Noise (video); Topology (electrical circuits); Transmitter; Particle number; Particle (ecology); Interval (graph theory); Statistical physics; Detector; Physics; Computer science; Algorithm; Telecommunications; Mathematics; Mathematical analysis; Combinatorics; Quantum mechanics","score_opus":0.055480581429175675,"score_gpt":0.25985468144413043,"score_spread":0.20437410001495476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920074752","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2582599,0.00041033878,0.740277,0.00033463477,0.000045062774,0.0002507003,0.000025255336,0.00012212046,0.0002750119],"genre_scores_gemma":[0.94837296,0.00040260874,0.05079369,0.00026222013,0.000006828581,0.00009895107,0.00001828455,0.000027814966,0.000016626545],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881786,0.00023042038,0.0003235236,0.00023580367,0.00013290174,0.00025946222],"domain_scores_gemma":[0.99815047,0.00021750593,0.00006321784,0.0012661363,0.00013831818,0.00016435905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014570083,0.00022917982,0.00024973103,0.000090476475,0.00028609447,0.000025794283,0.00050948135,0.00018095413,0.00005355502],"category_scores_gemma":[0.000014954436,0.0001907955,0.00011277072,0.00036331476,0.0006576764,0.00004210765,0.000013706536,0.00034095856,0.000020069123],"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":[0.00011248949,0.0011744484,0.00030563385,0.00003636926,0.00018182509,0.0000050520116,0.0004174224,0.09152258,0.87945575,0.00027213592,0.0000107446485,0.026505534],"study_design_scores_gemma":[0.0008695663,0.0003407366,0.00041381927,0.00009363603,0.000054191256,0.000005249647,0.000033672783,0.6248677,0.37250403,0.000034340595,0.0004885058,0.00029455763],"about_ca_topic_score_codex":0.000016981214,"about_ca_topic_score_gemma":0.000051416257,"teacher_disagreement_score":0.69011307,"about_ca_system_score_codex":0.000021266405,"about_ca_system_score_gemma":0.000016180393,"threshold_uncertainty_score":0.7780414},"labels":[],"label_agreement":null},{"id":"W2920637125","doi":"10.1109/access.2019.2902316","title":"Effective Geometry Monte Carlo: A Fast and Reliable Simulation Framework for Molecular Communication","year":2019,"lang":"en","type":"article","venue":"IEEE Access","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"Perimeter Institute","funders":"University of Waterloo; Studienstiftung des Deutschen Volkes; Ontario Ministry of Research, Innovation and Science; Government of Canada; Institut Périmètre de physique théorique; Innovation, Science and Economic Development Canada","keywords":"Monte Carlo method; Molecular communication; Computer science; Transmitter; Diffusion; Algorithm; Range (aeronautics); Reliability (semiconductor); Point (geometry); Stochastic geometry; Channel (broadcasting); Statistical physics; Geometry; Mathematics; Physics; Statistics; Telecommunications","score_opus":0.00968687030993174,"score_gpt":0.28318604119824276,"score_spread":0.273499170888311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920637125","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":[0.5240793,0.002377662,0.47155195,0.000043536547,0.00017955991,0.0008175665,0.0000046693267,0.00013758127,0.0008081222],"genre_scores_gemma":[0.9936431,0.00021737134,0.00576839,0.00012858109,0.000022286049,0.00013397828,0.0000135766595,0.000038157596,0.00003457091],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994251,0.000041894884,0.00015123756,0.00014012525,0.00008955927,0.00015208525],"domain_scores_gemma":[0.9988404,0.00032659035,0.000045978744,0.0006718593,0.000070040354,0.000045165783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015280607,0.00011729931,0.0001526243,0.00008425291,0.00006545253,0.00010050379,0.0003367185,0.00013994989,0.000012240041],"category_scores_gemma":[0.00003692588,0.00012842889,0.000045331355,0.00023570139,0.000017940547,0.00022435153,0.00007224273,0.00019738427,0.0000117826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020782541,0.000012908875,0.0013658435,0.0000874522,0.000047598274,3.1734146e-7,0.0001210203,0.98559004,0.0014721156,0.00091756065,0.00016237302,0.010201999],"study_design_scores_gemma":[0.00046500008,0.000030226563,0.00219843,0.00012378642,0.000024717032,8.218624e-7,0.000018118835,0.9863086,0.005687794,0.0020160053,0.0029195955,0.00020691342],"about_ca_topic_score_codex":0.000024145878,"about_ca_topic_score_gemma":0.0000058866012,"teacher_disagreement_score":0.46956375,"about_ca_system_score_codex":0.00003826796,"about_ca_system_score_gemma":0.0000048233114,"threshold_uncertainty_score":0.52371776},"labels":[],"label_agreement":null},{"id":"W2922777477","doi":"10.1109/iwcmc.2019.8766543","title":"Design and Evaluation of Self-Assembled Actin-Based Nano-Communication","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Molecular communication; Nano-; Terahertz radiation; Throughput; Computer science; Transmitter; Nanotechnology; Communications system; Stability (learning theory); Materials science; Wireless; Telecommunications; Optoelectronics; Channel (broadcasting)","score_opus":0.03725603179882018,"score_gpt":0.27544159502773174,"score_spread":0.23818556322891157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922777477","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24677023,0.007095935,0.7230227,0.0002820635,0.0003352414,0.0027466693,0.0000018557255,0.0006776584,0.019067628],"genre_scores_gemma":[0.9315785,0.0006118009,0.06756697,0.000022287675,0.0000058801234,0.00011014405,0.000053948843,0.000035763518,0.000014676785],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99856395,0.00053392677,0.0003198609,0.00016620346,0.00030700694,0.000109032306],"domain_scores_gemma":[0.9978681,0.0002208448,0.00013568102,0.001493165,0.00024564718,0.000036570582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014914356,0.00018256642,0.00025308877,0.00012691069,0.000029908395,0.000034236506,0.00038906067,0.00030167022,0.00006739497],"category_scores_gemma":[0.000019802983,0.00019325805,0.00005781164,0.00009725303,0.000008164948,0.000036365487,0.00020115451,0.0003265811,0.0000075335965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008716854,0.00003331163,0.000049219103,0.00018330784,0.00009629632,3.671032e-8,0.00012107129,0.9816745,0.012356806,0.00033085688,0.00031282034,0.004833093],"study_design_scores_gemma":[0.0005072975,0.000010635379,0.00029316393,0.00009575647,0.00013976825,3.9732555e-7,0.000010319657,0.96227556,0.035894603,0.00035366212,0.00023677596,0.00018203515],"about_ca_topic_score_codex":0.000011089891,"about_ca_topic_score_gemma":0.000006149648,"teacher_disagreement_score":0.6848083,"about_ca_system_score_codex":0.00010612376,"about_ca_system_score_gemma":0.00014878965,"threshold_uncertainty_score":0.78808343},"labels":[],"label_agreement":null},{"id":"W2941130447","doi":"10.1142/s2301385019500055","title":"Quantum Network of Cooperative Unmanned Autonomous Systems","year":2019,"lang":"en","type":"article","venue":"Unmanned Systems","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":18,"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":"Quantum entanglement; Photon; Photon entanglement; Quantum network; Qubit; Computer science; Quantum computer; Physics; Quantum; Quantum information; Topology (electrical circuits); Quantum mechanics; Engineering; Electrical engineering","score_opus":0.009559562874594993,"score_gpt":0.20351922096058508,"score_spread":0.19395965808599008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941130447","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":[0.67991364,0.07781024,0.060846202,0.00014432821,0.02169998,0.0065353294,0.00009861278,0.0025431644,0.1504085],"genre_scores_gemma":[0.99756163,0.00015277433,0.00006279647,0.00001968499,0.00019835959,0.00006878611,0.000052828833,0.0000679961,0.0018151513],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982269,0.00023704158,0.0006747158,0.00022548316,0.00023553752,0.0004003475],"domain_scores_gemma":[0.9984893,0.00012089622,0.0001532617,0.00097178586,0.00015899363,0.00010574146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045060035,0.000254095,0.00057327317,0.000081290666,0.00006865048,0.000070874994,0.00044227185,0.0002032146,0.000042601147],"category_scores_gemma":[0.0000139820495,0.0002451993,0.00010331675,0.00040605632,0.00003409936,0.00010035298,0.00006461265,0.00023565695,0.00038013773],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016512262,0.0000216067,0.00039026557,0.00029546808,0.00015807588,0.000003760811,0.00022435411,0.95510954,0.002125168,0.03327852,0.008306217,0.00007048847],"study_design_scores_gemma":[0.000588052,0.00011289867,0.00013528914,0.00045107715,0.00002266566,0.00001765095,0.00034544864,0.9406671,0.00032979317,0.000018491293,0.056965057,0.00034647377],"about_ca_topic_score_codex":0.00008603779,"about_ca_topic_score_gemma":0.000009321219,"teacher_disagreement_score":0.317648,"about_ca_system_score_codex":0.00010096887,"about_ca_system_score_gemma":0.000038176226,"threshold_uncertainty_score":0.9998938},"labels":[],"label_agreement":null},{"id":"W2944573406","doi":"10.1109/nano.2018.8706511","title":"Improving receiver performance of diffusion-based molecular MIMO communication","year":2018,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Molecular communication; MIMO; Computer science; Diffusion; Electronic engineering; Computer network; Transmitter; Engineering; Physics; Channel (broadcasting); Thermodynamics","score_opus":0.005578370457043204,"score_gpt":0.19408838174577417,"score_spread":0.18851001128873096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944573406","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":[0.8929461,0.00047994783,0.08061163,0.00005567479,0.000058742055,0.00011245105,7.413416e-7,0.00016781263,0.025566902],"genre_scores_gemma":[0.9842759,0.00012031863,0.015375862,0.000114196744,0.000009440021,0.000007716968,0.000012343839,0.000017266095,0.00006700417],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995353,0.000035449724,0.00016901256,0.00006519464,0.0000908307,0.00010416552],"domain_scores_gemma":[0.9990789,0.000029635488,0.0000357984,0.00074214896,0.00008087311,0.00003259444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011605374,0.00007554133,0.00008621901,0.000055449407,0.00009007953,0.000006663185,0.00029409325,0.000057052916,0.00018677926],"category_scores_gemma":[0.000011880429,0.000074168616,0.000035033136,0.00016334576,0.000068362795,0.000046301688,0.00007944334,0.00009187351,0.000023829212],"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":[0.00005116065,0.00011325603,0.0029380724,0.00018331672,0.00005711418,8.2164684e-7,0.00046221408,0.01754497,0.86494553,0.0019515917,0.001508158,0.110243805],"study_design_scores_gemma":[0.00022084446,0.00003595572,0.00081201224,0.000036483376,0.0000065415134,4.3252408e-7,0.000008019945,0.7964605,0.19951226,0.000010165684,0.0028001852,0.00009661038],"about_ca_topic_score_codex":0.000024338255,"about_ca_topic_score_gemma":0.000012472317,"teacher_disagreement_score":0.7789155,"about_ca_system_score_codex":0.000018223252,"about_ca_system_score_gemma":0.000010963332,"threshold_uncertainty_score":0.30245084},"labels":[],"label_agreement":null},{"id":"W2944754926","doi":"10.1109/nano.2018.8706510","title":"Impact of choices of measurement in RSK based molecular communication system","year":2018,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Demodulation; Transmitter; Computer science; Transmission (telecommunications); A priori and a posteriori; Modulation (music); Keying; Electronic engineering; Scheme (mathematics); Maximum a posteriori estimation; Telecommunications; Mathematics; Physics; Engineering; Maximum likelihood","score_opus":0.01739332609080144,"score_gpt":0.24805480647890882,"score_spread":0.23066148038810738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944754926","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":[0.7902755,0.0031033591,0.13479546,0.00003120242,0.000053657164,0.00041501134,0.000003618846,0.00016460045,0.0711576],"genre_scores_gemma":[0.9969998,0.000025123227,0.002941213,0.0000056941303,0.0000030796627,0.000007895127,0.0000043845043,0.00001030324,0.0000024831327],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993841,0.00008570568,0.0002535948,0.000046749166,0.00015151383,0.00007835695],"domain_scores_gemma":[0.99911475,0.00001901116,0.000051775438,0.00065668655,0.00013443184,0.000023365204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034341434,0.00006501795,0.0001326387,0.00009392017,0.000009923337,0.0000037924879,0.0002489995,0.000043948494,0.000040480205],"category_scores_gemma":[0.000013351347,0.000059010712,0.00005964945,0.00021419139,0.00003319289,0.00002692589,0.000025332483,0.00005485004,0.0000037004247],"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":[0.00008178194,0.00033564292,0.023403106,0.0006895491,0.0003495334,0.0000014290048,0.00046697672,0.18846072,0.7705424,0.006898736,0.000754932,0.008015188],"study_design_scores_gemma":[0.0009474444,0.00013150182,0.036113404,0.0005044424,0.00002037406,7.90913e-7,0.000052776733,0.7530768,0.20866744,0.000019445994,0.00028989848,0.00017570457],"about_ca_topic_score_codex":0.00023086449,"about_ca_topic_score_gemma":0.00013116463,"teacher_disagreement_score":0.5646161,"about_ca_system_score_codex":0.00009226766,"about_ca_system_score_gemma":0.000021406555,"threshold_uncertainty_score":0.2406387},"labels":[],"label_agreement":null},{"id":"W2952505739","doi":"10.48550/arxiv.1403.6924","title":"A Molecular Communication Link for Monitoring in Confined Environments","year":2014,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Link (geometry); Computer science; Pulse (music); Communications system; Wireless; SIGNAL (programming language); Radio signal; Key (lock); Radio propagation; Electronic engineering; Real-time computing; Radio frequency; Telecommunications; Computer network; Channel (broadcasting); Transmitter; Engineering","score_opus":0.04068443794212787,"score_gpt":0.18011160217655864,"score_spread":0.13942716423443077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952505739","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4048994,0.0010292893,0.5902403,0.00006334758,0.00025500002,0.0007205003,0.000009856758,0.00018668303,0.0025956323],"genre_scores_gemma":[0.9967393,0.0015552732,0.0013423631,0.000020967856,0.00003211842,0.000012345536,0.000106560634,0.000046529807,0.00014451392],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912417,0.00011576468,0.00020320759,0.00029909416,0.00004216284,0.00021559883],"domain_scores_gemma":[0.9984391,0.00008432208,0.000084854444,0.0012984235,0.00002068949,0.00007265992],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019329686,0.00021874541,0.00025002542,0.00015842762,0.000052284657,0.000026618558,0.00076741783,0.00032840171,0.000009846969],"category_scores_gemma":[0.000016667573,0.00030999715,0.0001272115,0.0001355597,0.000043491524,0.000044524102,0.00040375986,0.0005208401,0.000016967575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015617348,0.000020450214,0.00071530684,0.00006810026,0.00005792511,0.0000076548195,0.00005799351,0.9929522,0.00096419983,0.004183877,0.0000342639,0.0009224109],"study_design_scores_gemma":[0.0008704396,0.000014369124,0.00084170717,0.00021762158,0.00005739112,4.600195e-7,0.000025695836,0.98580873,0.0021759206,0.0040047034,0.005585048,0.0003979031],"about_ca_topic_score_codex":0.000024162671,"about_ca_topic_score_gemma":0.000013143093,"teacher_disagreement_score":0.59183997,"about_ca_system_score_codex":0.00018597442,"about_ca_system_score_gemma":0.000016174103,"threshold_uncertainty_score":0.9999352},"labels":[],"label_agreement":null},{"id":"W2953549290","doi":"10.1109/access.2018.2889683","title":"An Experimentally Validated Channel Model for Molecular Communication Systems","year":2019,"lang":"en","type":"article","venue":"IEEE Access","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"National Research Foundation; National Research Foundation of Korea; Ministry of Education","keywords":"Molecular communication; Computer science; Channel (broadcasting); Focus (optics); Noise (video); Communications system; Function (biology); Sensitivity (control systems); Modulation (music); Experimental data; Data modeling; Electronic engineering; Acoustics; Telecommunications; Artificial intelligence; Physics; Optics; Mathematics","score_opus":0.03088093193745705,"score_gpt":0.3043406303976019,"score_spread":0.27345969846014484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953549290","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31601197,0.0015728626,0.678642,0.0000247863,0.00030551586,0.0007897572,0.000011637537,0.0003310717,0.002310418],"genre_scores_gemma":[0.9978125,0.00010440935,0.0014443937,0.00010973877,0.000016563907,0.0002278806,0.000154245,0.000052523785,0.0000777326],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935764,0.00005020336,0.0001915967,0.0001320443,0.00010177011,0.0001667605],"domain_scores_gemma":[0.99874175,0.000020111911,0.000040890078,0.0010757733,0.00005980453,0.00006164701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013289697,0.0001211462,0.00013992985,0.000060368584,0.000052528147,0.00014904219,0.0008897184,0.000091203205,0.000010103455],"category_scores_gemma":[0.0000018477947,0.00013383124,0.000045507855,0.000112927395,0.000011506677,0.00031535013,0.000045370612,0.000091935275,0.000019744479],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007998103,0.000026723454,0.000011723163,0.000029011411,0.00002555315,2.2128579e-7,0.000167901,0.9040806,0.0941475,0.00082553393,0.00055226666,0.0001249073],"study_design_scores_gemma":[0.000353444,0.000014410022,0.0000073238125,0.000029443916,0.000008298051,0.0000011194425,0.000033897297,0.9507779,0.048131157,0.00011758085,0.0003624511,0.00016300014],"about_ca_topic_score_codex":0.00001947903,"about_ca_topic_score_gemma":0.0000036843028,"teacher_disagreement_score":0.68180054,"about_ca_system_score_codex":0.00004021581,"about_ca_system_score_gemma":0.000010307994,"threshold_uncertainty_score":0.545748},"labels":[],"label_agreement":null},{"id":"W2963354877","doi":"10.1109/tcomm.2019.2910265","title":"Symbol-by-Symbol Maximum Likelihood Detection for Cooperative Molecular Communication","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular communication; Symbol (formal); Algorithm; Detector; Intersymbol interference; Fusion center; Computer science; Transmitter; Detection theory; Interference (communication); Binary number; Sequence (biology); Communications system; Mathematics; Telecommunications; Decoding methods; Arithmetic; Wireless; Channel (broadcasting)","score_opus":0.008568695613415892,"score_gpt":0.22582022307120805,"score_spread":0.21725152745779217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963354877","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010946079,0.0021760885,0.9763206,0.0008388028,0.00033952197,0.001576829,0.00013452335,0.0006629044,0.0070046186],"genre_scores_gemma":[0.989583,0.0026807273,0.005744081,0.00027921252,0.00000928639,0.001103488,0.00018609589,0.00010658616,0.00030753453],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99844223,0.00026952734,0.0004785969,0.0002656406,0.00019482177,0.00034917903],"domain_scores_gemma":[0.99538755,0.00040491985,0.00008598059,0.0037612228,0.00022778654,0.0001325616],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028035193,0.00030408427,0.0002906816,0.00020600951,0.00056038366,0.000098126846,0.0013433385,0.0002380168,0.00013611364],"category_scores_gemma":[0.000008079048,0.00035792124,0.00021613418,0.0005405973,0.000113005044,0.00023929449,0.000013827365,0.00070477795,0.00027889427],"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":[0.00017291532,0.0014480083,0.000016304133,0.00017202587,0.000970449,6.341175e-7,0.0018016048,0.15901431,0.61566067,0.0022480795,0.0056055915,0.21288942],"study_design_scores_gemma":[0.0026550835,0.00035290656,0.00003235028,0.00019850681,0.00022539175,0.000015507729,0.0007480769,0.50477266,0.4160908,0.0017654853,0.07197732,0.0011659409],"about_ca_topic_score_codex":0.00002588028,"about_ca_topic_score_gemma":0.00015378017,"teacher_disagreement_score":0.9786369,"about_ca_system_score_codex":0.00018811072,"about_ca_system_score_gemma":0.000039484818,"threshold_uncertainty_score":0.9998873},"labels":[],"label_agreement":null},{"id":"W2963743441","doi":"10.1109/glocom.2015.7417028","title":"Bounds on the Capacity of ASK Molecular Communication Channels with ISI","year":2015,"lang":"en","type":"article","venue":"2015 IEEE Global Communications Conference (GLOBECOM)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":4,"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 Toronto","funders":"","keywords":"Randomness; Upper and lower bounds; Interference (communication); Ask price; Gaussian; Noise (video); Gaussian noise; Intersymbol interference; Computer science; Algorithm; Amplitude-shift keying; Mathematics; Statistical physics; Topology (electrical circuits); Physics; Combinatorics; Telecommunications; Decoding methods; Statistics; Phase-shift keying; Channel (broadcasting); Mathematical analysis; Artificial intelligence; Quantum mechanics","score_opus":0.07387584870307928,"score_gpt":0.2732127955589944,"score_spread":0.19933694685591513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963743441","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37610093,0.010802138,0.1246071,0.02045585,0.0008150271,0.0027185027,0.00033054044,0.0012678716,0.46290204],"genre_scores_gemma":[0.9919541,0.0008027578,0.006545332,0.0003609037,0.000014491685,0.0001340969,0.00010194983,0.00003185478,0.000054516953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978627,0.00064150087,0.00050253555,0.00020564698,0.00045070704,0.00033691106],"domain_scores_gemma":[0.9927245,0.00020287983,0.00020926917,0.005987421,0.0006682397,0.00020769579],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00074274756,0.00031666548,0.00035034973,0.00007620548,0.00026185144,0.00013660328,0.0035549477,0.00017368046,0.00004299305],"category_scores_gemma":[0.00009380916,0.0002562785,0.000099806144,0.0007232439,0.0006210397,0.00018774752,0.00037393658,0.0005735322,0.00011841763],"study_design_candidate":"theoretical_or_conceptual","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":[0.00017461031,0.00090000196,0.0013789482,0.0000757693,0.0006780653,0.000004086612,0.0024025112,0.050471473,0.0027805674,0.86093175,0.06925251,0.010949708],"study_design_scores_gemma":[0.005728645,0.0012177343,0.002162623,0.0015245924,0.00050850253,0.00014757957,0.004030698,0.6064779,0.017515073,0.051602963,0.30567482,0.0034088506],"about_ca_topic_score_codex":0.000280119,"about_ca_topic_score_gemma":0.0005150927,"teacher_disagreement_score":0.8093288,"about_ca_system_score_codex":0.000234477,"about_ca_system_score_gemma":0.00018161669,"threshold_uncertainty_score":0.999989},"labels":[],"label_agreement":null},{"id":"W2963884830","doi":"10.1109/mwc.2017.1600308","title":"SMIET: Simultaneous Molecular Information and Energy Transfer","year":2017,"lang":"en","type":"article","venue":"IEEE Wireless Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Computer science; Energy (signal processing); Energy harvesting; Transmission (telecommunications); Telecommunications; Communications system; Relay; Information transfer; Point (geometry); Efficient energy use; Electrical engineering; Physics; Power (physics); Transmitter","score_opus":0.011225976717645797,"score_gpt":0.2255711123917875,"score_spread":0.2143451356741417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963884830","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16003165,0.0070230067,0.7427162,0.0040630093,0.0005207937,0.00038687018,0.00006295916,0.0010467584,0.08414875],"genre_scores_gemma":[0.9914594,0.0065232944,0.0015963191,0.00023251155,0.000011819635,0.000055064662,0.000050474835,0.00002274235,0.000048337362],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937576,0.00005624991,0.00023903519,0.000072956886,0.00010157581,0.00015440524],"domain_scores_gemma":[0.996765,0.00008631914,0.000039391733,0.0029570304,0.000068564,0.000083674226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009140189,0.00013110718,0.00013286583,0.00006552141,0.0005594187,0.00019374368,0.0012705881,0.0001066811,0.000008800145],"category_scores_gemma":[0.000020934374,0.00014821658,0.00004573021,0.000058825517,0.00021479063,0.00035702612,0.0001376709,0.00020047829,0.000020311112],"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":[0.000015042655,0.00008669375,0.00023134872,0.00006646292,0.00018790519,0.000006744138,0.001048487,0.021448825,0.028171904,0.10979002,0.00069493434,0.83825165],"study_design_scores_gemma":[0.0006494467,0.000016958278,0.00043549063,0.000062247236,0.000035083653,0.00001742589,0.00003863942,0.8070114,0.008457153,0.000551357,0.18233931,0.0003854659],"about_ca_topic_score_codex":0.0000544088,"about_ca_topic_score_gemma":0.00013555221,"teacher_disagreement_score":0.8378662,"about_ca_system_score_codex":0.000024124849,"about_ca_system_score_gemma":0.000014232886,"threshold_uncertainty_score":0.6044097},"labels":[],"label_agreement":null},{"id":"W2964141424","doi":"10.1109/glocom.2016.7841486","title":"3D Stochastic Geometry Model for Large-Scale Molecular Communication Systems","year":2016,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":22,"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 Ottawa","funders":"","keywords":"Molecular communication; Stochastic geometry; Transmitter; SIGNAL (programming language); Poisson point process; Scale (ratio); Computer science; Poisson distribution; Stochastic process; Communications system; Diffusion; Point process; Statistical physics; Reliability (semiconductor); Biological system; Process (computing); Algorithm; Physics; Mathematics; Telecommunications; Statistics","score_opus":0.011929257303437683,"score_gpt":0.22392768643234887,"score_spread":0.21199842912891118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964141424","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":[0.0025993863,0.0020452847,0.991965,0.00015452938,0.000074334304,0.00034195982,0.000019408604,0.0003087116,0.0024913666],"genre_scores_gemma":[0.97536033,0.00013232352,0.023183068,0.00007307815,0.000013083726,0.00016966986,0.000035407003,0.000041931067,0.0009911228],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933755,0.000030731862,0.00020529874,0.00010781479,0.00009877602,0.0002198194],"domain_scores_gemma":[0.99884725,0.00009418104,0.000027562273,0.00089946913,0.00006409193,0.00006745017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021375474,0.00011173415,0.00013278943,0.000078117904,0.000066549415,0.000025637004,0.00033965,0.00009502277,0.000021780981],"category_scores_gemma":[0.000020958763,0.000087438195,0.000059797334,0.00011688426,0.000014687344,0.00007256774,0.00006654218,0.0000677345,0.000048139766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008850815,0.000036800542,0.000007505883,0.000038291473,0.000054345124,2.0761831e-7,0.00009970197,0.93939537,0.01123166,0.04249157,0.003948959,0.0026867506],"study_design_scores_gemma":[0.0004581359,0.0000072794815,0.000006011482,0.000048565325,0.000013187805,0.0000015474596,0.000019290523,0.9959487,0.00031848924,0.0002688947,0.0027659354,0.00014400041],"about_ca_topic_score_codex":0.0000020168377,"about_ca_topic_score_gemma":0.000009535332,"teacher_disagreement_score":0.9727609,"about_ca_system_score_codex":0.00004776722,"about_ca_system_score_gemma":0.000009210443,"threshold_uncertainty_score":0.35656258},"labels":[],"label_agreement":null},{"id":"W2964353584","doi":"10.15698/mic2019.08.688","title":"Bacterial maze runners reveal hidden diversity in chemotactic performance","year":2019,"lang":"en","type":"letter","venue":"Microbial Cell","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Gordon and Betty Moore Foundation; Simons Foundation; National Science Foundation","keywords":"Chemotaxis; Climb; Microorganism; Biology; Diversity (politics); Ecology; Bacteria; Biochemical engineering; Genetics; Physics; Engineering","score_opus":0.010484935322492481,"score_gpt":0.17142565666764698,"score_spread":0.1609407213451545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964353584","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":[0.9238585,0.0010048315,0.00008397231,0.028994726,0.0061478033,0.001136357,0.000079151076,0.0004340534,0.038260594],"genre_scores_gemma":[0.7992779,0.0016575734,0.001495182,0.16585898,0.004964087,0.00001900873,0.0030231723,0.00035397382,0.023350095],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989592,0.00006481989,0.00023998706,0.00023565331,0.000121418394,0.00037890943],"domain_scores_gemma":[0.99923795,0.000032420845,0.00006488034,0.0006177763,0.000019903418,0.000027084036],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010423397,0.0002767464,0.0003201593,0.00013216365,0.00004875208,0.000042853182,0.00063024485,0.00069048675,0.00035665798],"category_scores_gemma":[0.0000029447672,0.00032968327,0.000107957465,0.00013388375,0.00002644603,0.0000741913,0.00039163264,0.0015905927,0.0006132733],"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":[0.000015184316,0.000009626284,0.00013849388,0.0003592306,0.000017022196,0.000033065404,0.00015157764,0.00018294185,0.019026045,8.890543e-8,0.97965235,0.00041440703],"study_design_scores_gemma":[0.00065497693,0.000015456415,0.00027708523,0.00009830741,0.000026376321,0.0000075547277,0.0000023387786,0.0004948988,0.005160266,8.0142746e-7,0.99281937,0.00044256172],"about_ca_topic_score_codex":0.000056370074,"about_ca_topic_score_gemma":0.000015084576,"teacher_disagreement_score":0.13686424,"about_ca_system_score_codex":0.00021751395,"about_ca_system_score_gemma":0.000029298593,"threshold_uncertainty_score":0.99991554},"labels":[],"label_agreement":null},{"id":"W2970911266","doi":"10.1109/globecom38437.2019.9013249","title":"Linear Noise Approximation of Intensity-Driven Signal Transduction Channels","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Observable; Gaussian; Statistical physics; Disjoint sets; Additive white Gaussian noise; Topology (electrical circuits); Mathematics; Gaussian noise; White noise; Physics; Computer science; Algorithm; Mathematical analysis; Combinatorics; Statistics; Quantum mechanics","score_opus":0.020155045318950904,"score_gpt":0.2262261878324428,"score_spread":0.2060711425134919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970911266","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037516054,0.0003433063,0.9552026,0.0000990299,0.00095978717,0.00051236973,0.0000081506805,0.0002841868,0.0050745574],"genre_scores_gemma":[0.9891476,0.0003564708,0.009862064,0.000020436471,0.00011229146,0.000021692742,0.00024458443,0.000035273064,0.00019957976],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992404,0.000037372694,0.00031317727,0.00015793025,0.00013917284,0.00011197233],"domain_scores_gemma":[0.99918085,0.000015525005,0.00007378184,0.0005728445,0.00012094538,0.00003606265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120601595,0.000168492,0.00029264914,0.00012953577,0.000015138611,0.000014381325,0.00024974917,0.0002984443,0.00020231612],"category_scores_gemma":[0.000004242596,0.00017672805,0.00013890103,0.000091020716,0.00002168597,0.00004105641,0.000110975554,0.00046522584,0.00004744657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011166585,0.00002180826,0.000013189022,0.00029811542,0.000073900184,2.5155282e-7,0.00027516426,0.9860042,0.011426285,0.000164424,0.00052306877,0.0011884448],"study_design_scores_gemma":[0.00014565757,0.000013820659,0.00004559526,0.00012304698,0.000030165565,0.0000018756411,0.000021604837,0.96130264,0.037177015,0.00012425141,0.00083904754,0.00017529524],"about_ca_topic_score_codex":0.000015278245,"about_ca_topic_score_gemma":0.0000027039594,"teacher_disagreement_score":0.95163155,"about_ca_system_score_codex":0.00003605358,"about_ca_system_score_gemma":0.000018444043,"threshold_uncertainty_score":0.72067606},"labels":[],"label_agreement":null},{"id":"W2980081543","doi":"10.1145/3345312.3345462","title":"Maximum a posteriori-based molecular circuit demodulators for spatially partitioned molecular communication receivers","year":2019,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Demodulation; Computer science; A priori and a posteriori; Molecular communication; Maximum a posteriori estimation; Algorithm; Computation; Transmitter; Mathematics; Telecommunications; Channel (broadcasting); Statistics; Maximum likelihood","score_opus":0.008254514522760588,"score_gpt":0.2013750757634209,"score_spread":0.19312056124066032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980081543","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21585591,0.00069814053,0.7581689,0.000500573,0.00022810731,0.0013311155,0.000013487033,0.00058947207,0.022614323],"genre_scores_gemma":[0.98436666,0.000047821308,0.014330098,0.0007327265,0.000008079943,0.00012251074,0.0002459477,0.00007216457,0.00007400877],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989013,0.0000945291,0.00031676985,0.00021349352,0.00018576611,0.00028813016],"domain_scores_gemma":[0.9983958,0.0000700241,0.00006234452,0.0012517719,0.000113861955,0.00010618149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020885501,0.0002069016,0.00022056855,0.00011647782,0.0000743126,0.000057358015,0.00046239787,0.00015725014,0.00026601984],"category_scores_gemma":[0.000020731586,0.00023813848,0.0001650608,0.00023027077,0.00003135782,0.000100158984,0.000049374125,0.00015552306,0.0001220197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009947385,0.0001271335,0.0008347877,0.00024118701,0.00028553267,0.000008258818,0.00024153532,0.50473434,0.45454296,0.021598395,0.00095566304,0.016330715],"study_design_scores_gemma":[0.0040499847,0.00021852647,0.00080680737,0.00018575643,0.00011800847,0.000007222698,0.00008499879,0.76111346,0.19552596,0.005772551,0.030915985,0.0012007545],"about_ca_topic_score_codex":0.000016814436,"about_ca_topic_score_gemma":0.000015059964,"teacher_disagreement_score":0.76851076,"about_ca_system_score_codex":0.00008802928,"about_ca_system_score_gemma":0.00003675014,"threshold_uncertainty_score":0.9711005},"labels":[],"label_agreement":null},{"id":"W2982094032","doi":"10.1109/tnb.2019.2949261","title":"Performance Enhancement of Diffusion-Based Molecular Communication","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on NanoBioscience","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Molecular communication; Degradation (telecommunications); Interference (communication); Computer science; Metric (unit); Molecular biophysics; Molecule; SIGNAL (programming language); Biological system; Probability of error; Signal-to-noise ratio (imaging); Transmission (telecommunications); Diffusion; Algorithm; Chemistry; Physics; Telecommunications; Transmitter; Engineering; Nuclear magnetic resonance","score_opus":0.0060556637905792915,"score_gpt":0.1986850221193339,"score_spread":0.1926293583287546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982094032","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":[0.5669901,0.00007982196,0.43031558,0.00003528895,0.0001839298,0.00016781715,0.0000020936682,0.00006281171,0.0021625718],"genre_scores_gemma":[0.99661314,0.00028999712,0.0028269566,0.000097178156,0.0000011224811,0.000027079033,0.000002174868,0.000012435775,0.00012988657],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992739,0.00003676056,0.00020164212,0.00012808651,0.00021181797,0.00014779455],"domain_scores_gemma":[0.999049,0.00004657348,0.000040322273,0.0007769188,0.000043909597,0.000043281576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013553468,0.0001031961,0.000111649024,0.00011680204,0.00008065654,0.000011369621,0.0004200462,0.00005263256,0.0001674169],"category_scores_gemma":[0.0000011414172,0.00010417422,0.00005975089,0.00042368175,0.00007554847,0.00008176462,0.0000019263007,0.00013425198,0.00007359827],"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":[0.000009922709,0.00010213294,0.000054948596,0.00003704827,0.000006409694,1.3676025e-7,0.000051451418,0.19442584,0.7938691,0.000042109616,0.000014654293,0.011386288],"study_design_scores_gemma":[0.0001937163,0.000057801037,0.0001110852,0.00006758802,0.0000046728655,4.4331043e-7,0.0000061098667,0.34944347,0.64968294,0.0000026411944,0.00034039436,0.000089155],"about_ca_topic_score_codex":0.000006688529,"about_ca_topic_score_gemma":0.000002701933,"teacher_disagreement_score":0.4296231,"about_ca_system_score_codex":0.00004623144,"about_ca_system_score_gemma":0.000024624705,"threshold_uncertainty_score":0.42481014},"labels":[],"label_agreement":null},{"id":"W2982608253","doi":"10.1109/wcnc.2019.8885805","title":"Design Optimization of a MIMO Receiver for Diffusion-based Molecular Communication","year":2019,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Molecular communication; MIMO; Transmitter; Computer science; Channel (broadcasting); Detector; Algorithm; Bit error rate; Electronic engineering; SIGNAL (programming language); Radio receiver design; Telecommunications; Engineering","score_opus":0.010519203323728448,"score_gpt":0.2083205192356678,"score_spread":0.19780131591193936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982608253","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":[0.0040785586,0.0003787333,0.9904308,0.00007794422,0.000034528042,0.0005188057,0.0000012420901,0.00009981176,0.0043795994],"genre_scores_gemma":[0.6971683,0.00009930027,0.3024443,0.000086069886,0.0000017254547,0.000037509115,0.000057497582,0.000020149875,0.000085153995],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999557,0.000059933922,0.00016435354,0.00006685798,0.00007034686,0.000081472],"domain_scores_gemma":[0.9991462,0.00013495913,0.000036922505,0.00058297766,0.00007553174,0.000023377368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014558014,0.00007111428,0.00010303203,0.000057312078,0.000021426447,0.0000084934245,0.00020907227,0.00006678164,0.00019246885],"category_scores_gemma":[0.000014135342,0.00007223467,0.00004764658,0.00012679967,0.00001231491,0.000035504218,0.000019007304,0.00005008389,0.0000089805935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014791779,0.000019568915,0.000026712643,0.00002559367,0.000012156536,3.2383642e-8,0.000025013165,0.97540516,0.022443721,0.0006471045,0.0003613445,0.0010188182],"study_design_scores_gemma":[0.00051033724,0.000025555575,0.00002062346,0.000028794946,0.000009117205,1.3703517e-7,0.000008075205,0.9670352,0.031297136,0.00006270198,0.00091867684,0.00008364948],"about_ca_topic_score_codex":0.0000039255146,"about_ca_topic_score_gemma":8.8504737e-7,"teacher_disagreement_score":0.6930897,"about_ca_system_score_codex":0.000018459414,"about_ca_system_score_gemma":0.000012007328,"threshold_uncertainty_score":0.29456443},"labels":[],"label_agreement":null},{"id":"W2982626335","doi":"10.1109/wcnc.2019.8885903","title":"Impact of Population on the Mutual Information of Action Potential Driven Communication in Plants","year":2019,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"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 Toronto; York University","funders":"","keywords":"Molecular communication; Mutual information; Computer science; Population; Information transfer; Network topology; Biological system; Information theory; SIGNAL (programming language); Topology (electrical circuits); Distributed computing; Telecommunications; Computer network; Artificial intelligence; Mathematics; Channel (broadcasting); Engineering; Biology; Electrical engineering","score_opus":0.010574053459568012,"score_gpt":0.24067068221401242,"score_spread":0.2300966287544444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982626335","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":[0.99444354,0.000015539486,0.0011079975,0.000021090298,0.000033802502,0.00017131148,0.0000029298396,0.000020919437,0.0041828575],"genre_scores_gemma":[0.999625,0.000092130154,0.00012728397,0.000008052859,0.0000025865309,0.000003281534,0.00012972423,0.0000039568718,0.000007934826],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995743,0.000053059,0.00020988741,0.00002270406,0.00009032863,0.00004973744],"domain_scores_gemma":[0.99951774,0.00004274969,0.000070420196,0.00033970282,0.000020865686,0.00000853503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001140319,0.00004613634,0.000073416275,0.00009219597,0.000011361646,0.000005687378,0.0001293103,0.000049053986,0.000094422285],"category_scores_gemma":[0.000007999441,0.000034144367,0.000038819995,0.000102973485,0.0000072327025,0.00017055911,0.000018875246,0.00009310945,0.000020451274],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007720102,0.00004286042,0.025131071,0.000026347312,0.00003848132,2.7700608e-8,0.00056652393,0.9457364,0.013375034,0.0024660814,0.00037950565,0.012160449],"study_design_scores_gemma":[0.00030039425,0.000045266068,0.42202297,0.000042332544,0.0000025357397,6.1795305e-7,0.00009605962,0.5754264,0.001902338,0.00006195281,0.000048873007,0.000050230457],"about_ca_topic_score_codex":0.00021594205,"about_ca_topic_score_gemma":0.00004742571,"teacher_disagreement_score":0.3968919,"about_ca_system_score_codex":0.000040067593,"about_ca_system_score_gemma":0.0000046537198,"threshold_uncertainty_score":0.13923667},"labels":[],"label_agreement":null},{"id":"W2986786977","doi":"10.1109/tnb.2019.2951289","title":"Communication in Plants: Comparison of Multiple Action Potential and Mechanosensitive Signals With Experiments","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on NanoBioscience","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":12,"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 Toronto; York University","funders":"Defense Advanced Research Projects Agency","keywords":"Mechanosensitive channels; Mutual information; Information theory; Molecular communication; Communication source; Stimulus (psychology); Biosignal","score_opus":0.019717428775461354,"score_gpt":0.2605210867092611,"score_spread":0.24080365793379976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986786977","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":[0.7740404,0.00014802541,0.22529413,0.000013353891,0.00010133503,0.0002178874,0.0000062871104,0.0000388531,0.00013971461],"genre_scores_gemma":[0.9984118,0.00025988594,0.0012655986,0.000015265465,0.0000012890224,0.000015039869,0.00000257721,0.000009168648,0.000019392855],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993893,0.000058989437,0.00017075283,0.00012812737,0.00013894966,0.00011388414],"domain_scores_gemma":[0.9995543,0.00006142882,0.000044135773,0.00028341784,0.000024228533,0.000032522657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093817245,0.00008964221,0.0001369176,0.0001415456,0.000060911203,0.000013882605,0.00013336333,0.000056184854,0.000014957134],"category_scores_gemma":[9.850563e-7,0.00008640336,0.00001888957,0.00022995999,0.000063952626,0.00014640178,0.0000019334502,0.00014046385,0.0000059000663],"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":[0.000067177614,0.00013095747,0.0002089799,0.000013548506,0.000010479699,4.3361908e-7,0.0006165772,0.1804771,0.81400573,0.000009732877,0.000006352811,0.004452949],"study_design_scores_gemma":[0.0005106179,0.00009058545,0.0007397625,0.000094714815,0.0000042167144,0.0000037631287,0.00052796846,0.25081688,0.7470859,0.000003719138,0.000025043315,0.00009681237],"about_ca_topic_score_codex":0.00004976186,"about_ca_topic_score_gemma":0.00013097089,"teacher_disagreement_score":0.22437136,"about_ca_system_score_codex":0.00003511314,"about_ca_system_score_gemma":0.000009701962,"threshold_uncertainty_score":0.35234267},"labels":[],"label_agreement":null},{"id":"W2990481102","doi":"10.1109/icc40277.2020.9148728","title":"Toward a Wired Ad Hoc Nanonetwork","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Molecular communication; Wireless ad hoc network; Throughput; Computer science; Wireless; Computer network; Physical layer; Vehicular ad hoc network; Distributed computing; Channel (broadcasting); Telecommunications","score_opus":0.04055602625672814,"score_gpt":0.23004217225135382,"score_spread":0.18948614599462568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990481102","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00338632,0.080390185,0.618456,0.004375175,0.0038854699,0.0013637671,0.000032739805,0.0062460173,0.2818643],"genre_scores_gemma":[0.95169264,0.013337884,0.0324505,0.0008143364,0.00028566277,0.00012753082,0.00028153457,0.00014105749,0.00086882204],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989533,0.000052803367,0.00030731,0.00027538926,0.00016764845,0.00024355653],"domain_scores_gemma":[0.9987576,0.000030513967,0.000043190223,0.000980159,0.00003061165,0.00015792363],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008332702,0.00029212594,0.00034447433,0.000052709616,0.000031750627,0.00007558125,0.0007008852,0.0003713489,0.00038273854],"category_scores_gemma":[0.000011785039,0.0003094441,0.00018840634,0.00016841442,0.000022471713,0.000020552017,0.00075080735,0.00067856326,0.00021385548],"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":[0.000056886613,0.00006883589,0.000037134952,0.00096753304,0.000980761,0.00010322305,0.001595637,0.26164874,0.0020383098,0.003274775,0.57655156,0.1526766],"study_design_scores_gemma":[0.0003430761,0.000020671792,0.0000836928,0.00021106703,0.0000592107,0.0000059173676,0.000026417314,0.4521656,0.00066027284,0.0020962807,0.54352784,0.0007999558],"about_ca_topic_score_codex":0.0000034253667,"about_ca_topic_score_gemma":0.000015425077,"teacher_disagreement_score":0.9483063,"about_ca_system_score_codex":0.000055019576,"about_ca_system_score_gemma":0.00003844723,"threshold_uncertainty_score":0.99993575},"labels":[],"label_agreement":null},{"id":"W2992979148","doi":"10.2175/193864709793848239","title":"Samaritan's Purse Strategic Implementation of the BioSand Filter","year":2009,"lang":"en","type":"article","venue":"Proceedings of the Water Environment Federation","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"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":"University of Calgary","keywords":"Business; Process management","score_opus":0.008434347359150449,"score_gpt":0.1894198343697398,"score_spread":0.18098548701058936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992979148","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":[0.9957484,0.00004929524,0.00018544694,0.0013201386,0.000053373846,0.00030939333,0.0000021329633,0.000018352603,0.0023134507],"genre_scores_gemma":[0.9995005,0.00006131621,0.00025861696,0.00006166729,0.000018294691,0.00000890901,0.0000063487178,0.000007530262,0.000076810684],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946123,0.000007950949,0.00020673998,0.000071842034,0.00015536502,0.00009685248],"domain_scores_gemma":[0.99978,0.000002817513,0.000061642226,0.00012973225,0.000012435822,0.000013353949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010695599,0.000081190236,0.00007170927,0.000018209788,0.00009156434,0.000033823864,0.00019664479,0.000039310646,0.00006569067],"category_scores_gemma":[0.0000010592004,0.000041472224,0.00005407256,0.000038281425,0.000027163811,0.000097042604,0.000046078105,0.00007122816,0.0000025592376],"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":[0.0000058594846,0.000028253427,0.0015258365,0.000021414353,0.000019099463,1.5521715e-8,0.0005661495,0.002125832,0.99223876,0.0011087093,0.00033115988,0.0020288965],"study_design_scores_gemma":[0.00024091058,0.000031404823,0.015143852,0.000017939168,0.000022202468,0.0000011326345,0.00016243914,0.0028418764,0.97911227,0.0017655968,0.00058582175,0.00007456613],"about_ca_topic_score_codex":0.0000033069373,"about_ca_topic_score_gemma":0.000002542114,"teacher_disagreement_score":0.013618016,"about_ca_system_score_codex":0.000030094854,"about_ca_system_score_gemma":0.000002112509,"threshold_uncertainty_score":0.16911882},"labels":[],"label_agreement":null},{"id":"W2996300218","doi":"","title":"Nano-Micro-Technologies : Electronique, Energie et Santé","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Nano-; Computer science; Physics","score_opus":0.007722907340924163,"score_gpt":0.21774572953588853,"score_spread":0.21002282219496438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996300218","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":[0.014936742,0.034143586,0.69897574,0.051457908,0.0005825113,0.0007769585,0.00010475659,0.0022838588,0.19673796],"genre_scores_gemma":[0.7580066,0.054436035,0.15447721,0.00022581048,0.00005204727,0.00031393592,0.0006547226,0.0002638688,0.031569824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.98769236,0.008647476,0.0010315916,0.0011092103,0.00049718143,0.001022165],"domain_scores_gemma":[0.98984396,0.002326773,0.0005909318,0.005453818,0.0015568712,0.00022762007],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006375541,0.00084432604,0.0007634166,0.00036946358,0.00045445558,0.0004686423,0.003341083,0.0011815864,0.00051374134],"category_scores_gemma":[0.0013642987,0.0008843577,0.00049014896,0.00067483727,0.00053294597,0.00024012325,0.0028360216,0.0017644314,0.00033066503],"study_design_candidate":"theoretical_or_conceptual","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":[0.00001553971,0.00038718633,0.00044986006,0.00020048827,0.00029662685,0.000010389007,0.0022513529,0.00051180756,0.10845924,0.70291966,0.0066574034,0.17784047],"study_design_scores_gemma":[0.0007824445,9.243672e-7,0.0006352168,0.0039880057,0.000094084666,0.000038810253,0.00009438165,0.010310968,0.5820784,0.028543223,0.3722416,0.0011919503],"about_ca_topic_score_codex":0.00048985425,"about_ca_topic_score_gemma":0.001344809,"teacher_disagreement_score":0.7430698,"about_ca_system_score_codex":0.00057044096,"about_ca_system_score_gemma":0.00046544312,"threshold_uncertainty_score":0.99936074},"labels":[],"label_agreement":null},{"id":"W3000297960","doi":"10.1002/adtp.201900211","title":"<i>Advanced Therapeutics</i> – from Drug‐Delivering Microrobots to Artificial Intelligence in Digital Health","year":2020,"lang":"en","type":"article","venue":"Advanced Therapeutics","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Artificial Sweetener; Artificial intelligence; Computer science; Engineering; Medicine; Biology; Food science","score_opus":0.03153348613790132,"score_gpt":0.27217698888848385,"score_spread":0.24064350275058252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000297960","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19618425,0.01577586,0.77821136,0.006498234,0.0005601752,0.0009755173,0.000079338184,0.0008093629,0.00090590055],"genre_scores_gemma":[0.9712841,0.002356884,0.018221201,0.007915691,0.00006261191,0.000024789297,0.00004646568,0.00007999272,0.000008263703],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985716,0.00003613229,0.00048684614,0.00031146687,0.00016809882,0.00042588805],"domain_scores_gemma":[0.9991489,0.00010016319,0.00006077909,0.00046770697,0.00003978211,0.00018264052],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006619725,0.00026422963,0.0003029579,0.00006608027,0.00006780406,0.00007274517,0.000472355,0.000069234746,0.000016998798],"category_scores_gemma":[0.000008042373,0.00030124784,0.00007023882,0.0005288788,0.00003267491,0.000198672,0.00009917396,0.00037106837,0.00009824262],"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":[0.00006266599,0.00003393046,0.000043189157,0.000011993911,0.000038985323,0.0000033865826,0.002237467,0.24141537,0.043101467,0.00030456614,0.0000051535494,0.71274185],"study_design_scores_gemma":[0.0013184685,0.00041815196,0.0005573328,0.00041803363,0.00004458216,0.000004756239,0.002259858,0.4653991,0.17401507,0.009584859,0.34368455,0.0022952217],"about_ca_topic_score_codex":0.000011417684,"about_ca_topic_score_gemma":0.00009124734,"teacher_disagreement_score":0.7750999,"about_ca_system_score_codex":0.00010677918,"about_ca_system_score_gemma":0.000028589622,"threshold_uncertainty_score":0.999944},"labels":[],"label_agreement":null},{"id":"W3010105331","doi":"10.1109/access.2020.3005603","title":"Novel Molecular Signaling Method and System for Molecular Communication in Human Body","year":2020,"lang":"en","type":"preprint","venue":"IEEE Access","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":8,"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; Alfaisal University","keywords":"Molecular communication; ADME; Nanorobotics; Transmitter; Computer science; Human body; Channel (broadcasting); Computational biology; Artificial intelligence; Bioinformatics; Pharmacokinetics; Biology; Telecommunications","score_opus":0.04685520202201469,"score_gpt":0.3394848859307434,"score_spread":0.2926296839087287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010105331","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":[0.037878346,0.0038526508,0.9555926,0.00016035467,0.0001862254,0.0010389854,0.000026303362,0.00029822864,0.0009663618],"genre_scores_gemma":[0.95527995,0.0001364251,0.043625172,0.00013235208,0.000037666254,0.00047171878,0.00020487187,0.0001088369,0.0000030178046],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99845505,0.0001924245,0.00054578023,0.00039061523,0.00016947518,0.00024663282],"domain_scores_gemma":[0.99833494,0.00012171209,0.00015553313,0.0012030223,0.00008304802,0.000101759826],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005027101,0.00032578752,0.00049843604,0.00018822536,0.00008151168,0.00025965562,0.0013529847,0.00037346716,0.000002702002],"category_scores_gemma":[0.000025149911,0.00040340424,0.00013214935,0.00021201801,0.000027786398,0.0000924838,0.00069102034,0.0007562821,0.0000011210636],"study_design_candidate":"simulation_or_modeling","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":[0.000010756143,0.000025931096,0.000022147806,0.0014243079,0.00014590057,0.000011552492,0.000178169,0.42311794,0.5698438,0.0041353256,0.00008858895,0.000995553],"study_design_scores_gemma":[0.0010684434,0.000017414844,0.00007875597,0.0011345362,0.00014210954,0.000009049065,0.000041533163,0.6863077,0.30687234,0.0029878207,0.0006057398,0.00073450024],"about_ca_topic_score_codex":0.00011695373,"about_ca_topic_score_gemma":0.000018071776,"teacher_disagreement_score":0.9174016,"about_ca_system_score_codex":0.00012093445,"about_ca_system_score_gemma":0.00002836739,"threshold_uncertainty_score":0.9998418},"labels":[],"label_agreement":null},{"id":"W3024067361","doi":"10.48550/arxiv.2005.00509","title":"A Holistic Investigation on Terahertz Propagation and Channel Modeling Toward Vertical Heterogeneous Networks","year":2020,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Heterogeneous network; Geostationary orbit; Computer science; Terahertz radiation; Backhaul (telecommunications); Low earth orbit; Computer network; Communications satellite; Bandwidth (computing); Wireless; Telecommunications; Satellite; Wireless network; Engineering; Physics; Aerospace engineering; Optoelectronics","score_opus":0.14507663777099944,"score_gpt":0.1902223198492582,"score_spread":0.04514568207825875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024067361","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2974608,0.0002706498,0.70113534,0.0000916944,0.00019622456,0.00028742265,0.0000037126963,0.0002905903,0.00026358175],"genre_scores_gemma":[0.9987536,0.00069325237,0.00013193053,0.00016907806,0.00009257261,0.0000036031222,0.00009819375,0.00004431576,0.000013433621],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902695,0.00009553775,0.00017942689,0.0004354292,0.000057567428,0.00020511412],"domain_scores_gemma":[0.99924535,0.000034637207,0.000036251036,0.00044126934,0.000047930767,0.00019457116],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007423563,0.00025785776,0.00023016459,0.000101923775,0.000076148775,0.000063237276,0.00027372368,0.0003056411,0.000005835761],"category_scores_gemma":[0.000023198478,0.00031563095,0.000079549696,0.0001896549,0.00005123165,0.000061204206,0.00028984065,0.00065021415,0.000013313107],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031707143,0.000010031622,0.000035783713,0.000082649516,0.000053976153,0.000038754628,0.00013413528,0.9970377,0.00006014685,0.0020784033,0.0000325679,0.00040410808],"study_design_scores_gemma":[0.00024394848,0.00003374588,0.000032008826,0.00014032173,0.00007166879,0.0000031523757,0.0000152149205,0.9949576,0.00011586519,0.0040640486,0.000027379063,0.00029503542],"about_ca_topic_score_codex":0.000017789134,"about_ca_topic_score_gemma":0.000008742265,"teacher_disagreement_score":0.7012928,"about_ca_system_score_codex":0.00012213977,"about_ca_system_score_gemma":0.000025165235,"threshold_uncertainty_score":0.9999296},"labels":[],"label_agreement":null},{"id":"W3024538946","doi":"10.1149/ma2020-016660mtgabs","title":"Optimisation of Dyes@SWCNT Raman Nanoprobes","year":2020,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Regroupement Québécois sur les Matériaux de Pointe; Université de Montréal","funders":"","keywords":"Raman scattering; Carbon nanotube; Materials science; Raman spectroscopy; Nanotechnology; Zeta potential; Dynamic light scattering; Dispersion (optics); Drug delivery; Chemical engineering; Nanoparticle; Optics","score_opus":0.017798992867851225,"score_gpt":0.21510294650819578,"score_spread":0.19730395364034456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024538946","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":[0.8448732,0.0009373249,0.00046072112,0.00053209305,0.00014038617,0.00013534304,0.0000018969815,0.00033598713,0.15258306],"genre_scores_gemma":[0.9927063,0.00008578594,0.0070017725,0.00008905336,0.000058113677,0.000003957408,0.000011838544,0.000021788228,0.000021372112],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99939775,0.000022325212,0.00026015448,0.00008696361,0.00011381238,0.00011899033],"domain_scores_gemma":[0.99958795,0.000047658206,0.000066710745,0.00019190516,0.00003080595,0.00007497282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014949968,0.00008497622,0.00011336609,0.000025722537,0.000031777618,0.000016579348,0.00015725147,0.0000631986,0.00002713377],"category_scores_gemma":[0.000100721554,0.00009324237,0.00004024165,0.000117313946,0.00001552075,0.000041963005,0.000028683942,0.00013820229,0.000035253637],"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":[0.0000041380913,0.000011361068,0.00008339782,0.00006421667,0.000017064143,0.000002169255,0.0004821142,0.76147735,0.23514791,0.000022260203,0.0011045354,0.0015834759],"study_design_scores_gemma":[0.0003512877,0.000036927286,0.001956405,0.00014387952,0.000019386001,0.0000025486675,0.00011105055,0.14172463,0.8353435,0.0000528422,0.020015938,0.00024162135],"about_ca_topic_score_codex":0.000010627376,"about_ca_topic_score_gemma":0.0000019211325,"teacher_disagreement_score":0.6197527,"about_ca_system_score_codex":0.000011957789,"about_ca_system_score_gemma":0.000008947396,"threshold_uncertainty_score":0.38023135},"labels":[],"label_agreement":null},{"id":"W3028222659","doi":"10.1109/tmbmc.2020.3035371","title":"Capacities and Optimal Input Distributions for Particle-Intensity Channels","year":2020,"lang":"en","type":"preprint","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Channel (broadcasting); Transmitter; Channel capacity; Topology (electrical circuits); Molecular communication; Particle (ecology); Generalization; Intensity (physics); Computer science; Control theory (sociology); Mathematics; Algorithm; Physics; Telecommunications; Control (management); Mathematical analysis; Artificial intelligence; Combinatorics","score_opus":0.07817451677388368,"score_gpt":0.280430761911696,"score_spread":0.20225624513781235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028222659","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":[0.04347622,0.0030135647,0.94887877,0.0025606686,0.00020894269,0.00080241304,0.0007293186,0.0002813408,0.000048794],"genre_scores_gemma":[0.93123436,0.006982071,0.060488433,0.00023056316,0.000018777864,0.0006592694,0.00033059204,0.000033262262,0.000022700111],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986782,0.00016781976,0.00039102466,0.00039279315,0.000082966704,0.0002871667],"domain_scores_gemma":[0.9981746,0.00019402259,0.00006399706,0.0012012825,0.00012491358,0.00024116352],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001373219,0.00035147005,0.00042809,0.000060591112,0.0004761009,0.000092122486,0.00056986586,0.00044055734,0.000010337984],"category_scores_gemma":[0.000022397599,0.00033854312,0.00021880533,0.00013222198,0.0006513793,0.00004552907,0.0000914708,0.0009621637,0.000006366699],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008258849,0.0041908743,0.00022700781,0.0013378483,0.003786506,0.000031693555,0.007897204,0.4307581,0.37799335,0.011191217,0.0012906863,0.16046965],"study_design_scores_gemma":[0.00090098305,0.00018077537,0.00019880515,0.00013921532,0.00020508221,0.000019396,0.0002583439,0.9663787,0.026007418,0.0010433673,0.0039429306,0.0007250252],"about_ca_topic_score_codex":0.000017154787,"about_ca_topic_score_gemma":0.000037531077,"teacher_disagreement_score":0.8883903,"about_ca_system_score_codex":0.000043933254,"about_ca_system_score_gemma":0.000020618016,"threshold_uncertainty_score":0.99990666},"labels":[],"label_agreement":null},{"id":"W3045859422","doi":"10.1109/icc40277.2020.9149188","title":"Energy Efficient User Clustering and Hybrid Precoding for Terahertz MIMO-NOMA Systems","year":2020,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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 British Columbia","funders":"","keywords":"Precoding; Computer science; MIMO; Cluster analysis; Maximization; Efficient energy use; Convergence (economics); Noma; Electronic engineering; Terahertz radiation; Zero-forcing precoding; Energy consumption; Channel (broadcasting); Mathematical optimization; Telecommunications; Mathematics; Engineering; Telecommunications link; Artificial intelligence; Electrical engineering","score_opus":0.015697045063223457,"score_gpt":0.19632389678547807,"score_spread":0.18062685172225462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045859422","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024255626,0.00207669,0.9685226,0.00016688702,0.00019193656,0.0001785799,0.0000030343706,0.00026103866,0.0043435995],"genre_scores_gemma":[0.99682903,0.00008644432,0.0025510918,0.00020303417,0.00006901176,0.00004189274,0.0000080561285,0.000026473808,0.00018497962],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995499,0.000015362108,0.00014539884,0.0001100078,0.00004619884,0.00013312277],"domain_scores_gemma":[0.9996959,0.000040970244,0.000014370187,0.00015187637,0.000013751805,0.00008314392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049931146,0.00008832918,0.000108722736,0.000022709577,0.000044585886,0.00005975421,0.000101351485,0.000028773235,0.000013005609],"category_scores_gemma":[0.0000058203905,0.000086181055,0.00003036538,0.000048679532,0.0000064888227,0.000025742656,0.000057879235,0.00004419501,0.00000289962],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033763343,0.000020829451,0.00013809121,0.0004640704,0.00012564965,0.000005708847,0.0004543296,0.91534615,0.018360943,0.0035503814,0.012284963,0.04921513],"study_design_scores_gemma":[0.00020652228,0.0000138808855,0.000012121485,0.00002143645,0.000005422844,0.0000047394497,0.000020953024,0.87198466,0.0021426342,0.0000013664109,0.12548849,0.000097755874],"about_ca_topic_score_codex":0.000009578594,"about_ca_topic_score_gemma":0.0000052386986,"teacher_disagreement_score":0.9725734,"about_ca_system_score_codex":0.0000140729335,"about_ca_system_score_gemma":0.0000027380224,"threshold_uncertainty_score":0.35143614},"labels":[],"label_agreement":null},{"id":"W3082915493","doi":"10.1109/tnb.2020.3021825","title":"Information Rates of Controlled Protein Interactions Using Terahertz Communication","year":2020,"lang":"en","type":"preprint","venue":"IEEE Transactions on NanoBioscience","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Terahertz radiation; Molecular communication; Transmitter; Markov chain; Cascade; Computer science; Biological system; Information transmission; Transmission (telecommunications); Physics; Chemistry; Optoelectronics; Telecommunications; Biology; Computer network","score_opus":0.030733379574364658,"score_gpt":0.2733232412285014,"score_spread":0.2425898616541367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082915493","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039666492,0.00018971665,0.95679104,0.00022607071,0.0006654725,0.0011757963,0.000068927664,0.0002377072,0.000978786],"genre_scores_gemma":[0.99234587,0.00023790332,0.007041464,0.000083530176,0.000010486217,0.0002030776,0.000021885871,0.00002169181,0.000034101013],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985913,0.00014886186,0.00067476346,0.00015474658,0.0002546304,0.00017567417],"domain_scores_gemma":[0.9985237,0.00009355814,0.0002520389,0.00088403776,0.00016315782,0.00008352058],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021424213,0.00025142796,0.0003945808,0.00031127664,0.00019156949,0.000110272485,0.000710574,0.0001761126,0.00005954051],"category_scores_gemma":[0.000017612503,0.00025982622,0.0002097581,0.00048503047,0.00013165509,0.00040666197,0.000015343108,0.000753746,0.000026836986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015741622,0.0001529172,0.0000037628367,0.00026882996,0.00014687837,4.2553287e-7,0.0015930276,0.71512794,0.2646321,0.00014353325,0.000110411514,0.017662728],"study_design_scores_gemma":[0.0009672433,0.000039457682,0.000026194468,0.00056128093,0.00006798021,0.0000037079712,0.00009085176,0.76706576,0.2295508,0.00018756618,0.001111539,0.00032760107],"about_ca_topic_score_codex":0.00010147109,"about_ca_topic_score_gemma":0.000030242441,"teacher_disagreement_score":0.9526794,"about_ca_system_score_codex":0.00013325449,"about_ca_system_score_gemma":0.000097827986,"threshold_uncertainty_score":0.9999854},"labels":[],"label_agreement":null},{"id":"W3088293447","doi":"10.1109/tnb.2022.3182587","title":"Design and Evaluation of a Receiver for Wired Nano-Communication Networks","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on NanoBioscience","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; University of Ottawa","funders":"","keywords":"Nanowire; Computer science; Electron; Photon; Electronic engineering; Radio receiver design; Physics; Electrical engineering; Optoelectronics; Telecommunications; Channel (broadcasting); Optics; Engineering","score_opus":0.03515886635746177,"score_gpt":0.25525231506385765,"score_spread":0.22009344870639588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088293447","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021118606,0.0005135606,0.9771752,0.00009055502,0.0002542288,0.00065775163,0.000008125307,0.00005985589,0.00012212909],"genre_scores_gemma":[0.9904877,0.00025441198,0.008710462,0.00004264168,0.0000024998922,0.0004403414,0.0000037567445,0.000013319801,0.000044863034],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904305,0.00024442188,0.00018398027,0.00014014894,0.00026013702,0.00012824942],"domain_scores_gemma":[0.9992443,0.00017391737,0.00004880249,0.00041045155,0.000087520486,0.000035044617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011801515,0.000083354185,0.00009638152,0.0001162598,0.0003847063,0.00001512193,0.00027939005,0.000037612426,0.000056182173],"category_scores_gemma":[0.0000046168343,0.00009446338,0.00004048305,0.00044373656,0.00007591428,0.000092245646,0.0000034049035,0.000107674496,3.8695418e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023069315,0.00003783059,7.246731e-7,0.0000045195657,0.000009045389,2.6865086e-8,0.00015433454,0.94319105,0.031041294,0.00009116582,0.00012491131,0.025322],"study_design_scores_gemma":[0.00046325536,0.00008475734,0.000021721267,0.0000094342395,0.000035893536,0.0000035463368,0.000046745212,0.9637365,0.03476672,0.00013135275,0.0006008537,0.000099223835],"about_ca_topic_score_codex":0.0000038957055,"about_ca_topic_score_gemma":0.000007163358,"teacher_disagreement_score":0.9693691,"about_ca_system_score_codex":0.000092357324,"about_ca_system_score_gemma":0.00003677373,"threshold_uncertainty_score":0.38521048},"labels":[],"label_agreement":null},{"id":"W3094281022","doi":"10.1109/access.2020.3032009","title":"Analysis and Design of Two-Hop Diffusion-Based Molecular Communication With Ligand Receptors","year":2020,"lang":"en","type":"article","venue":"IEEE Access","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Fundamental Research Funds for the Central Universities; Higher Education Discipline Innovation Project; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Molecular communication; Relay; Computer science; Relay channel; Hop (telecommunications); Topology (electrical circuits); Interference (communication); Algorithm; Transmitter; Channel (broadcasting); Computer network; Mathematics; Physics","score_opus":0.020104881684383756,"score_gpt":0.25046845928451567,"score_spread":0.2303635776001319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094281022","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26420417,0.0009842698,0.73421293,0.0001653391,0.000012599921,0.00012926535,0.0000014051631,0.00007141371,0.00021858883],"genre_scores_gemma":[0.99109995,0.00037618304,0.008250653,0.0002144572,0.000005748908,0.000014598889,0.000017364791,0.000019000825,0.0000020336402],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994353,0.00009306777,0.0001645915,0.000106902895,0.00011403835,0.00008608724],"domain_scores_gemma":[0.9992825,0.00008655336,0.00005657401,0.00045219297,0.00004844081,0.0000737714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000089466484,0.00009922315,0.00018483946,0.000093757284,0.000039753566,0.00004200191,0.00038789754,0.000042735723,0.000020971704],"category_scores_gemma":[0.000009425259,0.00009079936,0.00003820559,0.00079671503,0.000045286233,0.00007528565,0.000043572298,0.000108490385,0.0000012473843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005027827,0.000029735702,0.007640431,0.000050162493,0.00035854327,0.0000026977466,0.00026641655,0.93627787,0.048104394,0.000036162768,0.00019913392,0.006984149],"study_design_scores_gemma":[0.00057372864,0.0000327442,0.0007695821,0.000029979385,0.00025302463,3.1194676e-7,0.000011964885,0.85982776,0.13816547,0.00002153184,0.00015975632,0.00015415014],"about_ca_topic_score_codex":0.000028769671,"about_ca_topic_score_gemma":0.00001704182,"teacher_disagreement_score":0.7268958,"about_ca_system_score_codex":0.000008942952,"about_ca_system_score_gemma":0.0000112989965,"threshold_uncertainty_score":0.37026906},"labels":[],"label_agreement":null},{"id":"W3098477036","doi":"","title":"1 Improving Receiver Performance of Diffusive Molecular Communication with Enzymes","year":2016,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":237,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular communication; Intersymbol interference; Computer science; Binary number; Expression (computer science); Upper and lower bounds; Interference (communication); Function (biology); Molecular biophysics; Bit error rate; Algorithm; Probability of error; Biological system; Mathematics; Chemistry; Telecommunications; Biology; Decoding methods; Transmitter","score_opus":0.003193962063593759,"score_gpt":0.16097751851986306,"score_spread":0.1577835564562693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098477036","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":[0.84055233,0.0022914957,0.13147916,0.00015969874,0.0000257182,0.00017264085,0.0000017082132,0.00019935559,0.025117915],"genre_scores_gemma":[0.98967266,0.0009670392,0.009090038,0.000029602379,0.0000031016446,0.000011964618,0.0000030253486,0.000016229575,0.00020631035],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962634,0.00002520455,0.00011914575,0.000058413145,0.00007837829,0.00009254503],"domain_scores_gemma":[0.9992904,0.000037343343,0.000034550736,0.0005595696,0.00005134653,0.000026808792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060321658,0.000071544084,0.00008329136,0.000037293154,0.00002471352,0.0000051862166,0.00021524008,0.00003690107,0.00009149756],"category_scores_gemma":[0.0000054426005,0.00004534792,0.000020299081,0.00009224893,0.000045874393,0.00008588813,0.000043559456,0.000053582673,0.000010672554],"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":[0.00005754217,0.000048115908,0.0026812807,0.000091839036,0.00011188453,0.0000015882064,0.00026341729,0.0022108348,0.6049445,0.009761829,0.000670657,0.37915647],"study_design_scores_gemma":[0.001069061,0.00011336108,0.0030819848,0.00024610796,0.00002555626,0.0000072521743,0.00004564797,0.068944514,0.9219203,0.00004525215,0.0041813236,0.00031967132],"about_ca_topic_score_codex":0.000008442171,"about_ca_topic_score_gemma":0.0000086776745,"teacher_disagreement_score":0.3788368,"about_ca_system_score_codex":0.000018689087,"about_ca_system_score_gemma":0.000007307376,"threshold_uncertainty_score":0.18492344},"labels":[],"label_agreement":null},{"id":"W3099005205","doi":"","title":"1Joint Channel Parameter Estimation via Diffusive Molecular Communication","year":2016,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":58,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular communication; Estimator; Channel (broadcasting); Estimation theory; Fisher information; Transmitter; Cramér–Rao bound; Variance (accounting); Computer science; Joint (building); Maximum likelihood; Estimation; Maximum likelihood sequence estimation; Algorithm; Matrix (chemical analysis); Statistics; Mathematical optimization; Mathematics; Telecommunications; Engineering; Materials science","score_opus":0.007176499421064822,"score_gpt":0.2024148544761231,"score_spread":0.19523835505505827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3099005205","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0154049555,0.00043216182,0.97552353,0.0007018251,0.000055644257,0.00015376208,0.0000010982051,0.00032371405,0.007403317],"genre_scores_gemma":[0.97977036,0.00029152134,0.019505443,0.00020152674,0.00000702817,0.00002130601,0.00001734307,0.000025418292,0.00016002696],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994361,0.00005760505,0.00017769024,0.00009139523,0.00009528492,0.00014193868],"domain_scores_gemma":[0.9990265,0.00008441669,0.000028106553,0.0007664907,0.000038368784,0.000056133194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009301944,0.000106787294,0.00009717701,0.00005708426,0.000043112414,0.00001950566,0.0002348771,0.00007329276,0.00015104008],"category_scores_gemma":[0.000029282446,0.00007915787,0.000050832194,0.000100191464,0.00003224537,0.00010068393,0.000065722175,0.0000755533,0.00019441821],"study_design_candidate":"simulation_or_modeling","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":[0.000024538609,0.00014870647,0.00007102157,0.000053696323,0.0002221166,0.000008006232,0.0005574218,0.04904419,0.34460923,0.029429883,0.007174937,0.56865627],"study_design_scores_gemma":[0.00062916504,0.000024610386,0.0004351678,0.00008307126,0.000019308012,0.000009915238,0.00001331899,0.8760407,0.10776203,0.011485554,0.0031555395,0.00034160935],"about_ca_topic_score_codex":0.0000067473775,"about_ca_topic_score_gemma":0.000006321546,"teacher_disagreement_score":0.9643654,"about_ca_system_score_codex":0.0000443691,"about_ca_system_score_gemma":0.0000037166178,"threshold_uncertainty_score":0.32279643},"labels":[],"label_agreement":null},{"id":"W3101875731","doi":"","title":"1Optimal Receiver Design for Diffusive Molecular Communication With Flow and Additive Noise","year":2016,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":198,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular communication; Detector; Computer science; Algorithm; Intersymbol interference; Noise (video); Transmitter; Interference (communication); Upper and lower bounds; Detection theory; Filter (signal processing); Bit error rate; Electronic engineering; Mathematics; Telecommunications; Decoding methods; Artificial intelligence","score_opus":0.008505839802931028,"score_gpt":0.19323160322227356,"score_spread":0.18472576341934255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101875731","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":[0.0040310035,0.0007164408,0.9908304,0.00030358162,0.0000123812915,0.00037617947,0.000011239278,0.00012536821,0.0035933966],"genre_scores_gemma":[0.6994728,0.0013106432,0.29859984,0.00012307927,0.000008772212,0.00015947816,0.000022873253,0.000033789223,0.00026874806],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995748,0.00005190452,0.00009189206,0.000099498575,0.000056738536,0.00012516057],"domain_scores_gemma":[0.9992679,0.00020120936,0.000019862247,0.00038939426,0.00006714755,0.000054534285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008222571,0.00010144469,0.00009474027,0.000034185698,0.000055605822,0.000017320594,0.00013810529,0.000054162887,0.00006665647],"category_scores_gemma":[0.000015952253,0.000067964014,0.000022353805,0.000059728663,0.000055562763,0.000081040496,0.000033902787,0.000050785307,0.000008628118],"study_design_candidate":"simulation_or_modeling","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":[0.0006786724,0.00014880374,0.00012036468,0.00006521717,0.00063257193,0.000011829702,0.0011548313,0.030914364,0.14586489,0.018912306,0.029639643,0.7718565],"study_design_scores_gemma":[0.0059639392,0.00042829994,0.0010745295,0.00034533103,0.00013097188,0.000028001594,0.00014442187,0.81181943,0.13120613,0.001656206,0.046178207,0.0010245403],"about_ca_topic_score_codex":0.0000019285985,"about_ca_topic_score_gemma":0.000006468345,"teacher_disagreement_score":0.78090507,"about_ca_system_score_codex":0.000024203704,"about_ca_system_score_gemma":0.000008059101,"threshold_uncertainty_score":0.2771492},"labels":[],"label_agreement":null},{"id":"W3102953539","doi":"","title":"Capacity of a Simple Intercellular Signal Transduction Channel","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Channel (broadcasting); Simple (philosophy); Channel capacity; Computer science; Markov process; SIGNAL (programming language); Markov chain; Topology (electrical circuits); Biological system; Telecommunications; Mathematics; Biology; Statistics","score_opus":0.02567262811515344,"score_gpt":0.2157278661539257,"score_spread":0.19005523803877225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3102953539","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037292156,0.00042642897,0.9500732,0.00008609379,0.0003028803,0.00019937754,0.000023562434,0.000235018,0.011361294],"genre_scores_gemma":[0.99861044,0.000255759,0.00083842257,0.00001282713,0.0000730784,0.000023138879,0.000044344357,0.000028668403,0.00011330127],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933326,0.000045834084,0.00026428234,0.00013277233,0.00010006547,0.00012375576],"domain_scores_gemma":[0.9993134,0.000017372327,0.000044213768,0.0005363077,0.000043338343,0.00004536613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011769062,0.00015348424,0.00021959747,0.00008306796,0.000014398578,0.000008995093,0.0002760573,0.00023544299,0.00074342685],"category_scores_gemma":[0.0000029382052,0.00013426268,0.00014520471,0.000047698988,0.00003478802,0.00002360607,0.0001013229,0.0003012727,0.000014388936],"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":[0.00008681377,0.00025335565,0.0000965148,0.0025029955,0.0012363819,0.000006997233,0.0032109157,0.24033514,0.6739655,0.0063590705,0.013504662,0.058441646],"study_design_scores_gemma":[0.0006136062,0.000046746325,0.00014384123,0.0005091921,0.00008918527,0.000008076803,0.000045432607,0.46035206,0.50754446,0.018494554,0.01134416,0.00080867915],"about_ca_topic_score_codex":0.000024392608,"about_ca_topic_score_gemma":0.000019857926,"teacher_disagreement_score":0.9613183,"about_ca_system_score_codex":0.00003661097,"about_ca_system_score_gemma":0.000010379961,"threshold_uncertainty_score":0.81400025},"labels":[],"label_agreement":null},{"id":"W3106133278","doi":"","title":"Using Dimensional Analysis to Assess Scalability and Accuracy in Molecular Communication","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":60,"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":"Molecular communication; Intersymbol interference; Upper and lower bounds; Computer science; Scalability; Constant (computer programming); Interference (communication); Algorithm; Biological system; Mathematics; Computer network; Transmitter; Biology","score_opus":0.05031115074606874,"score_gpt":0.3203863581718692,"score_spread":0.2700752074258005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106133278","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":[0.57112986,0.0014387612,0.4243619,0.00031879987,0.00005134397,0.00035119755,0.000010149878,0.00011840175,0.0022195762],"genre_scores_gemma":[0.94836813,0.00018906461,0.05120125,0.00010755018,0.000006264345,0.00003524391,0.000057401478,0.000023088636,0.000011999284],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99878246,0.00023604011,0.00037355308,0.00027654832,0.00016083973,0.00017056496],"domain_scores_gemma":[0.9979537,0.00020710054,0.00005335238,0.0016051402,0.000075744945,0.0001049612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004580068,0.0002004897,0.00034928758,0.00035896283,0.000037703776,0.00006287974,0.0004254092,0.00022743286,0.00006962404],"category_scores_gemma":[0.00008430631,0.00018772089,0.00010577802,0.00045600967,0.000034940505,0.00005344628,0.0011460584,0.00038392533,0.0000045598367],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001140131,0.000056458142,0.009538104,0.000076873235,0.0006155864,0.0000037014483,0.0001189725,0.9652707,0.017054519,0.0015514247,0.00009765399,0.005604602],"study_design_scores_gemma":[0.00023958039,0.0000039204037,0.023483686,0.00019653975,0.0002352064,0.0000015495726,0.000011057184,0.9695114,0.0027920988,0.0026821424,0.00034024645,0.00050256384],"about_ca_topic_score_codex":0.00011156949,"about_ca_topic_score_gemma":0.00019813202,"teacher_disagreement_score":0.37723827,"about_ca_system_score_codex":0.00014632406,"about_ca_system_score_gemma":0.000029300474,"threshold_uncertainty_score":0.7655035},"labels":[],"label_agreement":null},{"id":"W3106308358","doi":"","title":"Molecular Communication Using Brownian Motion with Drift","year":2013,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":179,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Molecular communication; Transmitter; Brownian motion; Mutual information; Transmission (telecommunications); Information transmission; Computer science; Information theory; Statistical physics; Communications system; Biological system; Physics; Telecommunications; Mathematics; Artificial intelligence; Computer network; Biology; Channel (broadcasting); Quantum mechanics; Statistics","score_opus":0.007508770309100132,"score_gpt":0.18646301830361242,"score_spread":0.1789542479945123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106308358","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37164026,0.0006059501,0.58438945,0.00019407303,0.000024978808,0.00026528802,2.5300048e-7,0.00038042752,0.0424993],"genre_scores_gemma":[0.9681626,0.000055491873,0.03154068,0.00012255528,0.0000053706285,0.000018992387,0.000015269585,0.000024942206,0.000054075772],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958444,0.000040249397,0.00011004067,0.00006536477,0.00008236644,0.00011757135],"domain_scores_gemma":[0.9992681,0.000010327406,0.000017392676,0.00060750055,0.00004746832,0.000049175636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048215843,0.00008363855,0.00006921073,0.000045829387,0.0000535149,0.00004831126,0.00018468227,0.000051266656,0.00022476063],"category_scores_gemma":[0.0000024720298,0.00007459476,0.000021252396,0.00015288578,0.000022991066,0.00013632278,0.000031546715,0.00011316088,0.000074566335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006726046,0.00009659374,0.0019563348,0.000059775473,0.00018046812,0.000004262727,0.00046475657,0.68810415,0.22271928,0.016988212,0.0032169928,0.06620242],"study_design_scores_gemma":[0.00026780914,0.0000122938445,0.0016030004,0.000034507237,0.000013587763,0.000011229854,0.00005397966,0.9804825,0.014631517,0.00023728225,0.002437036,0.00021525756],"about_ca_topic_score_codex":0.00009397789,"about_ca_topic_score_gemma":0.000021883403,"teacher_disagreement_score":0.59652233,"about_ca_system_score_codex":0.000025571471,"about_ca_system_score_gemma":0.0000044550293,"threshold_uncertainty_score":0.3041886},"labels":[],"label_agreement":null},{"id":"W3108901435","doi":"10.1109/comst.2020.3048099","title":"A Survey on Modulation Techniques in Molecular Communication via Diffusion","year":2020,"lang":"en","type":"preprint","venue":"IEEE Communications Surveys & Tutorials","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Canada Foundation for Innovation; National Science Foundation","keywords":"Molecular communication; Demodulation; Modulation (music); Computer science; Transmitter; Communications system; Electronic engineering; SIGNAL (programming language); Focus (optics); Key (lock); Diffusion; Telecommunications; Physics; Engineering","score_opus":0.0531728863520281,"score_gpt":0.29928478686607873,"score_spread":0.24611190051405063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108901435","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10834426,0.01897599,0.8238273,0.0040982724,0.0063056406,0.009928634,0.0012358942,0.006150151,0.021133851],"genre_scores_gemma":[0.9736187,0.008775729,0.010606949,0.0001619483,0.00013825914,0.00072670414,0.0057398356,0.00020227986,0.000029630528],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9865705,0.0102960095,0.0015602662,0.0006042576,0.00053861254,0.00043037187],"domain_scores_gemma":[0.9879021,0.0015710107,0.00046544013,0.009503538,0.00037525862,0.00018264662],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005919673,0.00069660554,0.0010041504,0.0005575785,0.00024465646,0.0002107268,0.004445569,0.0009859095,0.00002684397],"category_scores_gemma":[0.0005457982,0.00084962987,0.00025334817,0.0010014785,0.00022484473,0.00014524444,0.0018876853,0.0024648767,0.00008656767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030667664,0.0035247765,0.010823144,0.000991149,0.0013959978,0.000036331803,0.0050471714,0.38123015,0.25605774,0.007346486,0.027850375,0.30539],"study_design_scores_gemma":[0.0021649373,0.00019518558,0.13825408,0.0024879198,0.0001835546,0.000004903265,0.000047731275,0.781648,0.027849343,0.01519158,0.027668482,0.004304303],"about_ca_topic_score_codex":0.0020499586,"about_ca_topic_score_gemma":0.0030483182,"teacher_disagreement_score":0.8652744,"about_ca_system_score_codex":0.0005653472,"about_ca_system_score_gemma":0.00013661946,"threshold_uncertainty_score":0.9998365},"labels":[],"label_agreement":null},{"id":"W3123130443","doi":"10.1088/2632-959x/abddd3","title":"Recent progress and applications of gold nanotechnology in medical biophysics using artificial intelligence and mathematical modeling","year":2021,"lang":"en","type":"article","venue":"Nano Express","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Toronto Metropolitan University","funders":"","keywords":"Nanotechnology; Nanoparticle; Colloidal gold; Computer science; Set (abstract data type); Materials science; Artificial intelligence","score_opus":0.034213508263980556,"score_gpt":0.28069689233533496,"score_spread":0.2464833840713544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123130443","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22174615,0.008658278,0.768891,0.00016830697,0.000025668713,0.00019673286,0.0000026319626,0.000066452376,0.00024481845],"genre_scores_gemma":[0.9828782,0.0021720508,0.014869671,0.000010040914,0.000014743671,0.000036183712,0.000003792549,0.000012524567,0.0000028071415],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993813,0.000027639147,0.00024977638,0.00012018778,0.00011114075,0.000109979446],"domain_scores_gemma":[0.999605,0.000038786344,0.000021397045,0.00024915265,0.000042777207,0.000042861768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010802936,0.00007019781,0.00014446604,0.000054520217,0.000018973222,0.00001210098,0.00011453097,0.00014564874,0.000022510101],"category_scores_gemma":[0.000028733395,0.000075149495,0.000012889338,0.0002516934,0.00009461014,0.00002801631,0.00012545958,0.00014907142,0.0000014175192],"study_design_candidate":"simulation_or_modeling","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":[0.000009422952,0.00017522357,0.0000296233,0.00022291933,0.000023414275,0.0000109659795,0.00027001175,0.024560438,0.052241683,0.06869382,0.0000036748268,0.8537588],"study_design_scores_gemma":[0.00004857595,0.000005288139,7.6606517e-7,0.00011564411,0.0000062823983,0.000017207629,0.00007525504,0.94710845,0.043698035,0.008395476,0.0004493234,0.0000797016],"about_ca_topic_score_codex":0.0000013360143,"about_ca_topic_score_gemma":0.000004596539,"teacher_disagreement_score":0.922548,"about_ca_system_score_codex":0.000011933264,"about_ca_system_score_gemma":0.000020298587,"threshold_uncertainty_score":0.30645075},"labels":[],"label_agreement":null},{"id":"W3134137042","doi":"10.1016/j.bpj.2021.02.035","title":"Concentration sensing in crowded environments","year":2021,"lang":"en","type":"article","venue":"Biophysical Journal","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":3,"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":"National Institute of General Medical Sciences; National Institutes of Health","keywords":"Computational biology; Computer science; Environmental science; Chemistry; Environmental chemistry; Biology","score_opus":0.009369905492816712,"score_gpt":0.20965266569505758,"score_spread":0.20028276020224087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134137042","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":[0.9460163,0.00031399302,0.05043046,0.00022304204,0.00027983513,0.000036948943,5.9106327e-7,0.000028887958,0.0026699158],"genre_scores_gemma":[0.9983698,0.00023962371,0.0011809091,0.00007284083,0.000095581105,2.3838209e-7,0.00000428257,0.000007586896,0.000029096826],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99961007,0.00004439837,0.000116997566,0.00004413388,0.000082455284,0.000101919635],"domain_scores_gemma":[0.9998211,0.000012140251,0.00001401016,0.00009786835,0.0000066506595,0.00004820103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000037354475,0.0000469586,0.00006425543,0.000011707693,0.000029557654,0.00003469736,0.000045126308,0.000031717977,0.00003385027],"category_scores_gemma":[0.00000638633,0.000049291735,0.000033674623,0.00008406236,0.000011783105,0.0000482599,0.000013414076,0.00019367802,0.000025055406],"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":[0.0000020206417,0.00002122329,0.00005983984,0.0000015883717,0.000008771056,0.000066679044,0.000046942856,0.004591681,0.9850597,0.0001240163,0.00015133183,0.009866208],"study_design_scores_gemma":[0.0010597499,0.000017486233,0.009830506,0.00007619078,0.000012868854,0.00018560345,0.000056707762,0.34042785,0.6309515,0.00026147108,0.016852703,0.00026733783],"about_ca_topic_score_codex":3.8161258e-7,"about_ca_topic_score_gemma":0.000001077873,"teacher_disagreement_score":0.35410815,"about_ca_system_score_codex":0.000045271845,"about_ca_system_score_gemma":0.00000875943,"threshold_uncertainty_score":0.20100586},"labels":[],"label_agreement":null},{"id":"W3136376466","doi":"10.1039/d1lc90030g","title":"<i>Lab on a Chip</i> – past, present, and future","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"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 Toronto","funders":"","keywords":"State (computer science); Engineering; Computer science","score_opus":0.008909787051547238,"score_gpt":0.21121370063648376,"score_spread":0.20230391358493652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136376466","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39201128,0.01969568,0.0013086229,0.024168411,0.0017119058,0.0006332646,0.000047418896,0.0011258132,0.5592976],"genre_scores_gemma":[0.99105155,0.0018421945,0.0008157452,0.0026920035,0.0013876702,0.000028074846,0.00006415716,0.000059086764,0.0020595107],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943393,0.000059383972,0.00009960887,0.00014417939,0.00010912465,0.00015378224],"domain_scores_gemma":[0.99934053,0.000037299018,0.000015021911,0.00051531574,0.000015553707,0.00007628558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005334289,0.00011778134,0.00011370695,0.000030969786,0.000051532887,0.000040769683,0.00011779278,0.00008385002,0.00010685034],"category_scores_gemma":[0.000004254037,0.000112937974,0.00003947882,0.00016291195,0.000012034018,0.000023119908,0.000052072748,0.00025731153,0.000056648416],"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":[0.00022641441,0.0007193016,0.0016580597,0.0004329145,0.00051416847,0.0003724116,0.0028002425,0.010420497,0.02599099,0.06064322,0.4796516,0.4165702],"study_design_scores_gemma":[0.0005251429,0.000034409702,0.0029700953,0.000051721265,0.000009537611,0.000013451026,0.00003053214,0.00442568,0.004724571,0.00014180267,0.98689604,0.0001770425],"about_ca_topic_score_codex":0.0000017971034,"about_ca_topic_score_gemma":0.000008762406,"teacher_disagreement_score":0.59904027,"about_ca_system_score_codex":0.0000125549395,"about_ca_system_score_gemma":0.0000076112406,"threshold_uncertainty_score":0.4605477},"labels":[],"label_agreement":null},{"id":"W3152537176","doi":"10.1109/tmbmc.2021.3071773","title":"Modeling the Role of Inter-Cellular Communication in Modulating Photosynthesis in Plants","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"Defense Advanced Research Projects Agency","keywords":"Photosynthesis; Biology; Botany; Biological system; Plant physiology","score_opus":0.03069659438701254,"score_gpt":0.24181863085625227,"score_spread":0.21112203646923972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152537176","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46239963,0.0074296957,0.529069,0.0002509242,0.000024169092,0.00024570076,0.000017475817,0.000045859688,0.00051757385],"genre_scores_gemma":[0.9771554,0.007087929,0.015542325,0.00005278353,0.0000015948971,0.00010871176,0.000028808161,0.000016858694,0.0000056071276],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99860007,0.0005068022,0.00045951974,0.00017656173,0.00007632491,0.0001807128],"domain_scores_gemma":[0.998219,0.00025770816,0.000040023886,0.0013890289,0.00004690527,0.00004731047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027809342,0.00015597059,0.00023150694,0.000117617645,0.00014273722,0.000020679043,0.000612464,0.00016229793,0.000017510718],"category_scores_gemma":[0.000017643728,0.00013405779,0.00009243138,0.00034105332,0.00015021299,0.000047630576,0.0000354516,0.00055543834,0.0000031169377],"study_design_candidate":"simulation_or_modeling","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":[0.000020362342,0.0005935148,0.00042819657,0.000014215769,0.000049205537,0.000003102851,0.00091633986,0.4213061,0.5070363,0.00020685853,5.8140745e-7,0.06942517],"study_design_scores_gemma":[0.00034429945,0.000012544742,0.00019677557,0.00012491946,0.000009520256,0.0000049576506,0.00070843333,0.9081449,0.08994402,0.00027513673,0.00009441493,0.0001401031],"about_ca_topic_score_codex":0.00011068493,"about_ca_topic_score_gemma":0.0012794668,"teacher_disagreement_score":0.5147558,"about_ca_system_score_codex":0.00003668413,"about_ca_system_score_gemma":0.0000140558805,"threshold_uncertainty_score":0.5466718},"labels":[],"label_agreement":null},{"id":"W3159461981","doi":"10.1063/10.0004908","title":"Four microphones track a flying drone","year":2021,"lang":"en","type":"article","venue":"Scilight","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Drone; Track (disk drive); Mile; Aeronautics; Quarter (Canadian coin); Computer science; Set (abstract data type); Geography; Engineering; Geodesy; Archaeology; Operating system","score_opus":0.012669857222833175,"score_gpt":0.19348449389255215,"score_spread":0.18081463666971898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159461981","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":[0.718866,0.05300858,0.07466077,0.0031816273,0.0028188399,0.0003512113,0.000012881273,0.0015239033,0.14557621],"genre_scores_gemma":[0.9918073,0.00054041535,0.0053913333,0.00015013765,0.00006595581,0.000008158235,0.000012551524,0.000021432483,0.0020027377],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99955523,0.00002618878,0.0001087258,0.00009456631,0.00007611918,0.00013917506],"domain_scores_gemma":[0.9995239,0.000018006049,0.000008793609,0.00037131732,0.000030511857,0.000047467507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006327683,0.00007127326,0.00008631188,0.000026929749,0.00006648252,0.00003033664,0.00012295946,0.00004886231,0.00030693444],"category_scores_gemma":[0.000010670549,0.0000750379,0.00004755284,0.00020837811,0.000012230003,0.00003589957,0.00003745072,0.00010960922,0.00025136775],"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":[0.000004839788,0.000042521548,0.00018463377,0.00007165909,0.00008277974,0.00015507845,0.00062310544,0.0033059928,0.91614103,0.0008790941,0.026408326,0.052100938],"study_design_scores_gemma":[0.00051800057,0.000008530711,0.0011612972,0.00007697545,0.000019521667,0.00009501314,0.00008983766,0.03358712,0.2997483,0.00034886622,0.66396743,0.00037910548],"about_ca_topic_score_codex":0.0000017695015,"about_ca_topic_score_gemma":0.000027507225,"teacher_disagreement_score":0.6375591,"about_ca_system_score_codex":0.00001963534,"about_ca_system_score_gemma":0.000015316757,"threshold_uncertainty_score":0.3360717},"labels":[],"label_agreement":null},{"id":"W3160735954","doi":"10.1109/tcomm.2021.3075523","title":"K-Means Clustering-Aided Non-Coherent Detection for Molecular Communications","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"European Commission","keywords":"Cluster analysis; Computer science; Transmission (telecommunications); Detector; Interference (communication); Bit error rate; Channel (broadcasting); Algorithm; Artificial intelligence; Decoding methods; Telecommunications","score_opus":0.026966955219374342,"score_gpt":0.2640879482571508,"score_spread":0.23712099303777648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160735954","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":[0.00061338214,0.0014361714,0.98715407,0.0014788499,0.00042532012,0.0006824961,0.00008303752,0.0005308398,0.007595854],"genre_scores_gemma":[0.94200975,0.004108548,0.051660746,0.00030323942,0.000019360372,0.0012689943,0.00014471021,0.000100352074,0.00038431524],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984667,0.0002239432,0.00053687685,0.0002614442,0.00017971786,0.00033135692],"domain_scores_gemma":[0.9929271,0.00040889165,0.00007563477,0.006147401,0.00029047672,0.00015053488],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002100188,0.0002785605,0.0002756817,0.0001965231,0.00081734685,0.00010301213,0.0015857414,0.00020155217,0.0000670994],"category_scores_gemma":[0.000015277088,0.0003508081,0.00031393894,0.00068491406,0.00016044582,0.00014684454,0.00003275201,0.0006731506,0.000082112485],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006134525,0.0015665425,0.0000053402464,0.0001866482,0.0008974482,0.000004702429,0.0011149974,0.46047378,0.30345276,0.0022735544,0.0015089485,0.22845393],"study_design_scores_gemma":[0.000859334,0.00005778271,0.000027278455,0.00009115572,0.00014300378,0.000024745555,0.0001813932,0.8284767,0.11282589,0.0003303474,0.05654758,0.00043478888],"about_ca_topic_score_codex":0.000021234098,"about_ca_topic_score_gemma":0.0016421512,"teacher_disagreement_score":0.94139636,"about_ca_system_score_codex":0.00018936588,"about_ca_system_score_gemma":0.00007260806,"threshold_uncertainty_score":0.9998944},"labels":[],"label_agreement":null},{"id":"W3177056366","doi":"10.1096/fasebj.26.1_supplement.676.2","title":"The Impact of Arterial Network Structure on Electrical Communication","year":2012,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Calgary","funders":"","keywords":"Computer science; Biomedical engineering; Medicine","score_opus":0.010110509279505233,"score_gpt":0.2432088114766709,"score_spread":0.23309830219716565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177056366","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":[0.98690116,0.0070027662,0.0022332398,0.00017411458,0.0004278999,0.00011801295,0.0000027192855,0.000034181725,0.0031058972],"genre_scores_gemma":[0.99844205,0.000904136,0.00014587372,0.000025047973,0.00044932184,0.000001364969,0.0000040189884,0.000012791199,0.000015386984],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920374,0.00024747232,0.00018016835,0.000021454971,0.00011859933,0.0002285856],"domain_scores_gemma":[0.99919206,0.00018739222,0.00007804232,0.0004515076,0.000027048402,0.000063926505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046096958,0.00007882123,0.000084482184,0.000014768385,0.00052954885,0.00008229543,0.000461578,0.00004835539,0.000051654868],"category_scores_gemma":[0.000020352181,0.000039104925,0.00009766428,0.00013687869,0.00004300888,0.00004748511,0.000030197358,0.00051795156,0.000006600867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000545723,0.00012964409,0.004993359,0.0000057242564,0.0008689918,0.0000014518498,0.0013858544,0.61749643,0.15243638,0.008336428,0.13100658,0.08279347],"study_design_scores_gemma":[0.0053347307,0.0010983486,0.23974824,0.00036329712,0.0003823824,0.0016601133,0.0003008676,0.6125954,0.074155375,0.02030805,0.04247695,0.0015762507],"about_ca_topic_score_codex":0.0000036960855,"about_ca_topic_score_gemma":0.000003183644,"teacher_disagreement_score":0.23475489,"about_ca_system_score_codex":0.00005230352,"about_ca_system_score_gemma":0.000014814906,"threshold_uncertainty_score":0.40729153},"labels":[],"label_agreement":null},{"id":"W3189579159","doi":"10.36227/techrxiv.14785737.v1","title":"Quantum-Enabled 6G Wireless Networks: Opportunities and Challenges","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"InterDigital (Canada)","funders":"","keywords":"Quantum key distribution; Computer science; Key (lock); Wireless; Telecommunications; Wireless network; Quantum; Computer security; Physics","score_opus":0.07357663490213315,"score_gpt":0.23304090151359558,"score_spread":0.15946426661146243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189579159","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037722915,0.7207099,0.124329105,0.0031225923,0.0020403827,0.0006788375,0.000008919636,0.0020355138,0.109351836],"genre_scores_gemma":[0.53603435,0.46269086,0.0006241237,0.0000883404,0.00008480538,0.000046548696,0.00009957599,0.000050352337,0.0002810538],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989597,0.00010810299,0.00028824646,0.0002670562,0.00012472869,0.0002521375],"domain_scores_gemma":[0.9987691,0.00007318193,0.000047437326,0.0009172679,0.000065273714,0.00012774466],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002033471,0.00029663334,0.00039910933,0.00008100693,0.000057056994,0.00015814471,0.0003184661,0.0004069169,0.00015024448],"category_scores_gemma":[0.000006124355,0.00031285733,0.00008831147,0.00005160201,0.000047752434,0.00005252179,0.00070240564,0.0006215852,0.000002492863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002457301,0.0001586758,0.00006150277,0.004494878,0.0016571645,0.00033300233,0.0026619025,0.45049486,0.00021621451,0.117665775,0.012406194,0.40982527],"study_design_scores_gemma":[0.00018827105,0.000009155817,0.00013690475,0.00041503776,0.00004617764,0.000016244152,0.0012156118,0.96416086,0.00007573053,0.00025996641,0.032922436,0.00055361766],"about_ca_topic_score_codex":0.000021618853,"about_ca_topic_score_gemma":0.00010185599,"teacher_disagreement_score":0.513666,"about_ca_system_score_codex":0.000028006665,"about_ca_system_score_gemma":0.00003842824,"threshold_uncertainty_score":0.99993235},"labels":[],"label_agreement":null},{"id":"W3207881156","doi":"10.1109/tmbmc.2021.3118943","title":"Modeling Self-Assembly of Polymer-Based Wired Nano-Communication Channel","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; University of Ottawa","funders":"","keywords":"Nanowire; Channel (broadcasting); Molecular communication; Monte Carlo method; Transmitter; Master equation; Polymer; Computer science; Nano-; Diffusion; Stability (learning theory); Diffusion equation; Throughput; Materials science; Nanotechnology; Wireless; Statistical physics; Physics; Telecommunications; Mathematics; Engineering; Quantum mechanics","score_opus":0.0335973021439524,"score_gpt":0.250179710903478,"score_spread":0.2165824087595256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207881156","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09299642,0.0067995754,0.8983761,0.0008446283,0.00006550589,0.00023854917,0.00003741335,0.00025548026,0.00038634735],"genre_scores_gemma":[0.93986464,0.0053650006,0.054323293,0.00017589201,0.0000031863567,0.00012420308,0.00008963043,0.00003236589,0.000021812006],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99847585,0.00041287413,0.00047787876,0.00025706927,0.00013499949,0.00024133567],"domain_scores_gemma":[0.9973719,0.00016606391,0.0000591158,0.0020875302,0.00017714288,0.00013825796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017965869,0.0002440636,0.0003097651,0.00012550525,0.00032544756,0.000032172993,0.00070290477,0.00026626998,0.00002093265],"category_scores_gemma":[0.000008372905,0.00024348182,0.00020192914,0.0004400556,0.00016522144,0.0000623847,0.000028793635,0.00038604217,0.000005983443],"study_design_candidate":"simulation_or_modeling","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":[0.00003304678,0.0014769108,0.000016512124,0.000049908143,0.0002180518,0.0000032532125,0.0003269617,0.26212674,0.7222619,0.0008355685,0.000010229298,0.012640949],"study_design_scores_gemma":[0.00060748076,0.00004177621,0.000023659823,0.000050679922,0.000048842914,0.0000075072526,0.00009284998,0.73112243,0.26757073,0.000053401083,0.00015418194,0.0002264347],"about_ca_topic_score_codex":0.000015439022,"about_ca_topic_score_gemma":0.000121877034,"teacher_disagreement_score":0.8468682,"about_ca_system_score_codex":0.000040807325,"about_ca_system_score_gemma":0.000045159904,"threshold_uncertainty_score":0.99289},"labels":[],"label_agreement":null},{"id":"W3209840195","doi":"10.21203/rs.3.rs-1028349/v1","title":"An Efficient Quantum based D2D Computation and Communication Approach for the Internet of Things","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"Brandon University","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Internet of Things; Computation; Computer science; Quantum; The Internet; Quantum computer; Computer network; Distributed computing; Theoretical computer science; Internet privacy; World Wide Web; Algorithm; Physics; Quantum mechanics","score_opus":0.06127280957089891,"score_gpt":0.35726629709694935,"score_spread":0.2959934875260504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209840195","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03265364,0.00802753,0.9575135,0.00016430252,0.000045735545,0.00111418,0.000011217904,0.00007168608,0.0003981849],"genre_scores_gemma":[0.967184,0.0005716337,0.030959893,0.000015662064,0.000014424221,0.00026769735,0.0009456497,0.000033537483,0.000007520239],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984087,0.000590823,0.00025615815,0.00020381426,0.0003552119,0.00018529045],"domain_scores_gemma":[0.9976302,0.0007136028,0.000060886367,0.0011056252,0.0004309999,0.00005869376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018959081,0.0001237518,0.00019015465,0.00014364127,0.0001274242,0.00016282177,0.00065786904,0.00018046315,0.000007704058],"category_scores_gemma":[0.00007389369,0.00010620184,0.00007801761,0.00019603872,0.00013355009,0.00003539431,0.00044860758,0.00083913014,3.902874e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027485488,0.00012532133,0.00005919104,0.0013528992,0.00006058832,2.7899642e-7,0.0022480583,0.9838486,0.00044805428,0.0011847784,0.00040268822,0.010242074],"study_design_scores_gemma":[0.00021190508,0.000038246246,0.0004215625,0.00031016374,0.0000127001695,5.6708194e-7,0.0007248832,0.99727464,0.00060477294,0.00010949265,0.00019409353,0.00009697679],"about_ca_topic_score_codex":0.0001403146,"about_ca_topic_score_gemma":0.000009390066,"teacher_disagreement_score":0.9345303,"about_ca_system_score_codex":0.00006612055,"about_ca_system_score_gemma":0.00006724264,"threshold_uncertainty_score":0.43307853},"labels":[],"label_agreement":null},{"id":"W3212512530","doi":"10.36227/techrxiv.16869119.v1","title":"Deep Reinforcement Learning for the Computation Offloading in MIMO-based Edge Computing","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Reinforcement learning; Computer science; Markov decision process; Benchmark (surveying); Computation offloading; Mobile edge computing; MIMO; Edge computing; Distributed computing; Server; State space; Enhanced Data Rates for GSM Evolution; Wireless; Markov process; Computer network; Artificial intelligence; Channel (broadcasting)","score_opus":0.021957178660474346,"score_gpt":0.25752559359272414,"score_spread":0.2355684149322498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212512530","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":[0.0030351556,0.0019195782,0.9914683,0.00013095302,0.00041507432,0.0005632884,1.15240404e-7,0.00019890192,0.0022686229],"genre_scores_gemma":[0.97564685,0.00011987888,0.023591366,0.00015497449,0.000060932598,0.000068353635,0.00027891036,0.00003876001,0.000039992658],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901444,0.00008070617,0.00038569464,0.00018362018,0.00012275006,0.00021278464],"domain_scores_gemma":[0.99904615,0.0004272375,0.00008109144,0.00034654906,0.000067636945,0.00003131772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042170298,0.00018261331,0.00021595912,0.0001008653,0.00011928178,0.00013202177,0.00027938405,0.00016045409,0.00003057924],"category_scores_gemma":[0.000047432666,0.00017066552,0.00012752009,0.00015034818,0.000014007363,0.000022065637,0.00024378659,0.00068112294,0.000002719146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032202447,0.000005993746,0.00007269942,0.00014805626,0.000038122074,8.7656366e-7,0.00029196558,0.9830298,0.0000908012,0.000088215646,0.000109718516,0.016120555],"study_design_scores_gemma":[0.00033753843,0.000006820746,0.00021367693,0.0002424546,0.00001833653,4.873257e-7,0.00017294251,0.9975076,0.00039264886,0.000015810161,0.0009030605,0.00018863184],"about_ca_topic_score_codex":0.00003691064,"about_ca_topic_score_gemma":0.00009831523,"teacher_disagreement_score":0.97261167,"about_ca_system_score_codex":0.00013127709,"about_ca_system_score_gemma":0.00003981943,"threshold_uncertainty_score":0.6959538},"labels":[],"label_agreement":null},{"id":"W3216602760","doi":"","title":"The Art of 6G (TAO 6G): how to wire Society 5.0 [Invited]","year":2022,"lang":"en","type":"article","venue":"Journal of Optical Communications and Networking","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Institut National de la Recherche Scientifique","funders":"","keywords":"Telecommunications; Viewpoints; Context (archaeology); European union; Standardization; Computer science; Engineering; Political science; Business; Law","score_opus":0.02030357858568296,"score_gpt":0.23655168534722276,"score_spread":0.2162481067615398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216602760","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15087424,0.30813238,0.25880873,0.22661622,0.0030740853,0.0017789609,0.000030757055,0.00032247897,0.050362166],"genre_scores_gemma":[0.9702441,0.014151429,0.015089408,0.00033938137,0.00008144565,0.000012615963,0.0000038577086,0.000018277484,0.00005947676],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990493,0.00014562804,0.00037215228,0.000052783715,0.00021485004,0.00016525984],"domain_scores_gemma":[0.99834526,0.000521061,0.00014055258,0.00080001785,0.000095210875,0.00009791524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009437176,0.00008734702,0.00018078057,0.00004408568,0.0006025051,0.00006373895,0.00091040303,0.000037679787,0.00000833388],"category_scores_gemma":[0.000019561065,0.000071946444,0.0001353221,0.0003695172,0.00010892871,0.000057108326,0.0005942349,0.00066455925,6.1225273e-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":[0.00016795576,0.00046749643,0.0024486384,0.00007778584,0.0012293652,0.000010540136,0.0033390096,0.08739194,0.011019278,0.024841715,0.23547716,0.6335291],"study_design_scores_gemma":[0.00022489809,0.00010810708,0.00029587012,0.000050466948,0.0000379848,0.00005464236,0.0004539799,0.12098499,0.000050465704,0.00017294828,0.87746257,0.00010309456],"about_ca_topic_score_codex":6.9141953e-7,"about_ca_topic_score_gemma":0.000006093537,"teacher_disagreement_score":0.81936985,"about_ca_system_score_codex":0.000048848164,"about_ca_system_score_gemma":0.00001686454,"threshold_uncertainty_score":0.4634043},"labels":[],"label_agreement":null},{"id":"W4200357275","doi":"10.1142/9789811228698_0001","title":"Unlimited Potential of Nanobiotechnology-based Blood Substitutes, Artificial Cells and Nanobiotherapeutics","year":2021,"lang":"en","type":"book-chapter","venue":"Regenerative medicine, artificial cells and nanomedicine","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"McGill University","funders":"","keywords":"Nanobiotechnology; Nanotechnology; Materials science; Nanoparticle","score_opus":0.01798092898075126,"score_gpt":0.21077186827108998,"score_spread":0.19279093929033872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200357275","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09923984,0.6639364,0.10939569,0.013743134,0.016269399,0.007936365,0.0016872113,0.0021372584,0.08565473],"genre_scores_gemma":[0.87347054,0.07919414,0.005628004,0.0014275084,0.0035742836,0.00006316536,0.0018154837,0.00064004585,0.034186795],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99721605,0.00008659218,0.0011645132,0.0006422076,0.00046228908,0.00042834424],"domain_scores_gemma":[0.9981794,0.00016189239,0.00035735633,0.0007800302,0.00027281867,0.0002485292],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037700564,0.00074814656,0.0013671798,0.00054922246,0.00019858949,0.000027536453,0.00027320738,0.00095899706,0.0003498663],"category_scores_gemma":[0.000022600494,0.00066350494,0.00014492698,0.00026082463,0.0015078983,0.000040448842,0.000089713285,0.00080992025,0.000006099727],"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":[0.00006531089,0.0000731466,0.000001933125,0.00034861034,0.0003643586,0.00011854957,0.0001850242,0.0006496213,0.96214885,0.020458682,0.0011639112,0.014422014],"study_design_scores_gemma":[0.0015624664,0.0008326544,0.000005377186,0.001427896,0.0011682529,0.00004288309,0.00013110034,0.017689247,0.8750255,0.0010844445,0.10008253,0.00094763143],"about_ca_topic_score_codex":0.000023761811,"about_ca_topic_score_gemma":0.00008485856,"teacher_disagreement_score":0.7742307,"about_ca_system_score_codex":0.000050325198,"about_ca_system_score_gemma":0.0001294176,"threshold_uncertainty_score":0.99958163},"labels":[],"label_agreement":null},{"id":"W4210602752","doi":"10.1109/tvt.2022.3146352","title":"User Pairing and Outage Analysis in Multi-Carrier NOMA-THz Networks","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Vehicular Technology","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Noma; Telecommunications link; Pairing; Computer science; Transmission (telecommunications); Electronic engineering; Topology (electrical circuits); Moment-generating function; Fading; Nakagami distribution; Terahertz radiation; Multi-user; Computer network; Channel (broadcasting); Physics; Telecommunications; Optoelectronics; Engineering; Mathematics; Probability distribution; Electrical engineering; Statistics","score_opus":0.009444180617230293,"score_gpt":0.21474536158932042,"score_spread":0.20530118097209013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210602752","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19179478,0.0009852492,0.80623287,0.000179473,0.00012884986,0.00017190033,0.000012867807,0.000442452,0.000051552903],"genre_scores_gemma":[0.9976782,0.00025795383,0.0016267922,0.00008489905,0.000003912402,0.00021215194,0.000008443049,0.000034448392,0.00009315933],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990577,0.00008262485,0.00024377565,0.00024314121,0.000108043096,0.00026469902],"domain_scores_gemma":[0.99929893,0.00003134913,0.000027475693,0.00058087247,0.000014507535,0.000046868012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017159666,0.00016095326,0.0002483803,0.001008721,0.00020362227,0.00001554869,0.0002629651,0.00019511842,0.00012890194],"category_scores_gemma":[0.0000019605632,0.00019345748,0.000115047085,0.001919426,0.000061902734,0.000042542088,0.00001024031,0.0009209598,0.0000036234921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062683694,0.00006358557,0.0008319868,0.000004258654,0.00023296136,0.000027974682,0.000053779797,0.9883643,0.0008076719,0.000060966835,0.000014908376,0.009531353],"study_design_scores_gemma":[0.0005742903,0.00003620387,0.00073257054,0.000006561614,0.00013803302,0.000018695404,0.00015102448,0.9899952,0.0013695711,0.000015740487,0.0067304126,0.00023173139],"about_ca_topic_score_codex":0.000017380638,"about_ca_topic_score_gemma":0.0004479366,"teacher_disagreement_score":0.80588347,"about_ca_system_score_codex":0.00009975553,"about_ca_system_score_gemma":0.000006890785,"threshold_uncertainty_score":0.78889674},"labels":[],"label_agreement":null},{"id":"W4221129187","doi":"10.29173/cais1296","title":"Animal.Net: Cooperative learning through networking software","year":2022,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Net (polyhedron); Computer science; Mathematics","score_opus":0.01912192755938626,"score_gpt":0.22696923595746454,"score_spread":0.20784730839807827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221129187","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":[0.9723201,0.0022711328,0.0010852155,0.00084089435,0.00030474726,0.00046270978,0.00005927328,0.00027414746,0.022381801],"genre_scores_gemma":[0.9978444,0.0003270486,0.0010755323,0.00015132038,0.00007538324,0.000059816703,0.000010821116,0.000044800658,0.00041090004],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986665,0.000053276584,0.00036378248,0.00020556593,0.00036272258,0.00034809965],"domain_scores_gemma":[0.9918683,0.00011442316,0.00030756413,0.00019946235,0.007448024,0.00006219688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041446777,0.0002290172,0.0003595017,0.00007588831,0.00034740442,0.0006579918,0.001402913,0.00008866925,0.00008165255],"category_scores_gemma":[0.0018526948,0.00021273014,0.00013792275,0.0005647089,0.00016348925,0.0021906367,0.0008646643,0.0007120385,0.0000017680088],"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":[0.0009510356,0.0006225434,0.25286883,0.0015078991,0.001596639,0.0000152984,0.29879323,0.11701773,0.1453413,0.043810546,0.08024616,0.0572288],"study_design_scores_gemma":[0.0011586035,0.0006893481,0.011067379,0.0004163823,0.0001450532,0.00007833592,0.009127023,0.055689357,0.023059046,0.0014480593,0.8961749,0.0009464859],"about_ca_topic_score_codex":0.00003993847,"about_ca_topic_score_gemma":0.000004564295,"teacher_disagreement_score":0.81592876,"about_ca_system_score_codex":0.00007637628,"about_ca_system_score_gemma":0.00008134144,"threshold_uncertainty_score":0.8674883},"labels":[],"label_agreement":null},{"id":"W4226220928","doi":"10.36227/techrxiv.16869119","title":"Deep Reinforcement Learning for the Computation Offloading in MIMO-based Edge Computing","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Reinforcement learning; Computer science; Markov decision process; Benchmark (surveying); Computation offloading; Mobile edge computing; MIMO; Edge computing; Distributed computing; Server; Enhanced Data Rates for GSM Evolution; State space; Wireless; Markov process; Artificial intelligence; Computer network; Channel (broadcasting); Mathematics","score_opus":0.021957178660474346,"score_gpt":0.25752559359272414,"score_spread":0.2355684149322498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226220928","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":[0.0030351556,0.0019195782,0.9914683,0.00013095302,0.00041507432,0.0005632884,1.15240404e-7,0.00019890192,0.0022686229],"genre_scores_gemma":[0.97564685,0.00011987888,0.023591366,0.00015497449,0.000060932598,0.000068353635,0.00027891036,0.00003876001,0.000039992658],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901444,0.00008070617,0.00038569464,0.00018362018,0.00012275006,0.00021278464],"domain_scores_gemma":[0.99904615,0.0004272375,0.00008109144,0.00034654906,0.000067636945,0.00003131772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042170298,0.00018261331,0.00021595912,0.0001008653,0.00011928178,0.00013202177,0.00027938405,0.00016045409,0.00003057924],"category_scores_gemma":[0.000047432666,0.00017066552,0.00012752009,0.00015034818,0.000014007363,0.000022065637,0.00024378659,0.00068112294,0.000002719146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032202447,0.000005993746,0.00007269942,0.00014805626,0.000038122074,8.7656366e-7,0.00029196558,0.9830298,0.0000908012,0.000088215646,0.000109718516,0.016120555],"study_design_scores_gemma":[0.00033753843,0.000006820746,0.00021367693,0.0002424546,0.00001833653,4.873257e-7,0.00017294251,0.9975076,0.00039264886,0.000015810161,0.0009030605,0.00018863184],"about_ca_topic_score_codex":0.00003691064,"about_ca_topic_score_gemma":0.00009831523,"teacher_disagreement_score":0.97261167,"about_ca_system_score_codex":0.00013127709,"about_ca_system_score_gemma":0.00003981943,"threshold_uncertainty_score":0.6959538},"labels":[],"label_agreement":null},{"id":"W4234110628","doi":"10.1142/8195","title":"The Langevin Equation","year":2011,"lang":"en","type":"book","venue":"World Scientific series in contemporary chemical physics","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":246,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Langevin equation; Statistical physics; Physics; Mathematics","score_opus":0.059667271594878155,"score_gpt":0.23159127782796346,"score_spread":0.1719240062330853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234110628","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003934667,0.006778854,0.00045692647,0.00009192558,0.0014509286,0.00031735064,0.000019877234,0.00021608455,0.9906287],"genre_scores_gemma":[0.045962557,0.0001471087,0.00027866455,0.000068461486,0.00032484016,0.000071916395,0.0008557085,0.00009445072,0.9521963],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873054,0.00004678879,0.00041160142,0.00028144807,0.0002845052,0.00024512742],"domain_scores_gemma":[0.99851394,0.00015591353,0.000103394865,0.0010983754,0.00006270506,0.00006566849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037975705,0.00025664992,0.0002708703,0.00007529024,0.0001387312,0.00016871093,0.00079275056,0.0001509838,0.000042097377],"category_scores_gemma":[0.000019933292,0.00022478224,0.0001183485,0.00037380948,0.00045181357,0.00017128783,0.00017333277,0.0006528264,0.00011124324],"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":[0.00002691571,0.00002975038,0.0000091933,0.00008748937,0.00005177884,0.000007068445,0.00033015243,0.000115116185,0.0019479682,0.047465414,0.9416043,0.008324807],"study_design_scores_gemma":[0.000114312286,0.0000034701188,0.0000013756141,0.00013749911,0.000006458615,5.400808e-7,0.000008016134,0.0015642613,0.0039904094,0.027933378,0.96597236,0.00026793525],"about_ca_topic_score_codex":0.000002491051,"about_ca_topic_score_gemma":0.000075062446,"teacher_disagreement_score":0.04592321,"about_ca_system_score_codex":0.00016377505,"about_ca_system_score_gemma":0.00016373767,"threshold_uncertainty_score":0.9166354},"labels":[],"label_agreement":null},{"id":"W4236041053","doi":"10.1109/comst.2020.3034440","title":"Editorial: Fourth Quarter 2020 IEEE Communications Surveys and Tutorials","year":2020,"lang":"en","type":"editorial","venue":"IEEE Communications Surveys & Tutorials","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Telecommunications; Quarter (Canadian coin); The Internet; Wireless; Telecommunications network; Wireless network; Multimedia; Computer network; World Wide Web","score_opus":0.028549554607312573,"score_gpt":0.28390035613491466,"score_spread":0.2553508015276021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236041053","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":[0.000020327134,0.011153051,0.012259157,0.0010585787,0.9658501,0.001791669,0.0023452486,0.0016199521,0.0039018774],"genre_scores_gemma":[0.007701676,0.05731944,0.0048805657,0.00006812321,0.9202069,0.0009938582,0.007785649,0.0005986341,0.0004451696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9670772,0.0252689,0.003241049,0.0012594841,0.0019422802,0.0012110651],"domain_scores_gemma":[0.9638964,0.015593879,0.0011156339,0.016745588,0.0018374784,0.000811016],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.01964713,0.0016479417,0.002684313,0.00045184948,0.0013110151,0.0010284227,0.010723224,0.0033051332,0.00008749208],"category_scores_gemma":[0.0039061916,0.0019209363,0.000619429,0.0015423789,0.001156331,0.0006408126,0.0019455547,0.005044846,0.00054357527],"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":[0.000016179216,0.00018469735,0.000023618613,0.00016882192,0.00068352977,0.0000028946874,0.0005380603,0.00020193403,0.001345025,0.00016038428,0.9937615,0.0029133793],"study_design_scores_gemma":[0.0014878606,0.00011531457,0.0000610749,0.00029316542,0.00042405113,0.0000036981583,0.00006228282,0.0021229435,0.00014642005,0.00030438768,0.99320143,0.0017773494],"about_ca_topic_score_codex":0.0008867758,"about_ca_topic_score_gemma":0.0021291196,"teacher_disagreement_score":0.04616639,"about_ca_system_score_codex":0.00058645377,"about_ca_system_score_gemma":0.00094426994,"threshold_uncertainty_score":0.99998915},"labels":[],"label_agreement":null},{"id":"W4244492195","doi":"10.1149/ma2010-01/19/1045","title":"Mobile Micro- and Nano-Instruments: Small, Cheap and under Wireless Control","year":2010,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"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 Waterloo","funders":"","keywords":"Nano-; Wireless; Computer science; Nanotechnology; Materials science; Telecommunications; Engineering; Chemical engineering","score_opus":0.006585749023102731,"score_gpt":0.2018158799769943,"score_spread":0.19523013095389155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244492195","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":[0.9832286,0.0008076751,0.000064178326,0.000058295707,0.00021071135,0.00014833054,0.0000025788095,0.00013924717,0.015340389],"genre_scores_gemma":[0.9971096,0.0002606023,0.002348369,0.00011252168,0.00005446647,0.000017928005,0.0000054601974,0.00002952345,0.00006155855],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993808,0.000019995248,0.00019508044,0.00013751567,0.00006536809,0.0002011874],"domain_scores_gemma":[0.9995006,0.000071716975,0.00004518614,0.00024960598,0.000022206961,0.00011073299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023738189,0.00012979488,0.00013310893,0.0000363289,0.00009366569,0.000071833696,0.00011060018,0.00012820897,0.000011190234],"category_scores_gemma":[0.000021182523,0.00013571588,0.000020055817,0.000047775393,0.000051644078,0.000050655006,0.000039494473,0.00031714325,0.000010446972],"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":[0.0000053846156,0.000019675486,0.0010302557,0.00003512243,0.00003341779,0.000001985469,0.00014190796,0.0049406923,0.9874506,0.000027871867,0.00012950445,0.0061835805],"study_design_scores_gemma":[0.0048210416,0.00011366466,0.041826952,0.00037601695,0.00011163998,0.00016066819,0.0003613555,0.06595447,0.8327294,0.00041393237,0.051817525,0.0013133573],"about_ca_topic_score_codex":0.000023890476,"about_ca_topic_score_gemma":0.000039806724,"teacher_disagreement_score":0.15472123,"about_ca_system_score_codex":0.000009389203,"about_ca_system_score_gemma":0.000008629473,"threshold_uncertainty_score":0.5534333},"labels":[],"label_agreement":null},{"id":"W4251549804","doi":"10.36227/techrxiv.14785737","title":"Quantum-Enabled 6G Wireless Networks: Opportunities and Challenges","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"InterDigital (Canada)","funders":"","keywords":"Quantum key distribution; Computer science; Key (lock); Wireless; Telecommunications; Wireless network; Quantum; Computer security; Physics","score_opus":0.07357663490213315,"score_gpt":0.23304090151359558,"score_spread":0.15946426661146243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251549804","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037722915,0.7207099,0.124329105,0.0031225923,0.0020403827,0.0006788375,0.000008919636,0.0020355138,0.109351836],"genre_scores_gemma":[0.53603435,0.46269086,0.0006241237,0.0000883404,0.00008480538,0.000046548696,0.00009957599,0.000050352337,0.0002810538],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989597,0.00010810299,0.00028824646,0.0002670562,0.00012472869,0.0002521375],"domain_scores_gemma":[0.9987691,0.00007318193,0.000047437326,0.0009172679,0.000065273714,0.00012774466],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002033471,0.00029663334,0.00039910933,0.00008100693,0.000057056994,0.00015814471,0.0003184661,0.0004069169,0.00015024448],"category_scores_gemma":[0.000006124355,0.00031285733,0.00008831147,0.00005160201,0.000047752434,0.00005252179,0.00070240564,0.0006215852,0.000002492863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002457301,0.0001586758,0.00006150277,0.004494878,0.0016571645,0.00033300233,0.0026619025,0.45049486,0.00021621451,0.117665775,0.012406194,0.40982527],"study_design_scores_gemma":[0.00018827105,0.000009155817,0.00013690475,0.00041503776,0.00004617764,0.000016244152,0.0012156118,0.96416086,0.00007573053,0.00025996641,0.032922436,0.00055361766],"about_ca_topic_score_codex":0.000021618853,"about_ca_topic_score_gemma":0.00010185599,"teacher_disagreement_score":0.513666,"about_ca_system_score_codex":0.000028006665,"about_ca_system_score_gemma":0.00003842824,"threshold_uncertainty_score":0.99993235},"labels":[],"label_agreement":null},{"id":"W4254432607","doi":"10.1158/1538-7445.am2019-3724","title":"Abstract 3724: Molecular mechanisms of TTField action determined by measurements and modelling of electro-conductive properties of microtubules","year":2019,"lang":"en","type":"article","venue":"Cancer Research","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University; University of Alberta","funders":"","keywords":"Microtubule; Tubulin; Electrical conductor; Mitosis; Materials science; Actin; Biophysics; Chemistry; Physics; Biology; Cell biology; Composite material","score_opus":0.1488635080853084,"score_gpt":0.3250860843798343,"score_spread":0.17622257629452587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254432607","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":[0.985387,0.005206955,0.008782955,0.000017697677,0.000025631029,0.0002767168,0.0000037211028,0.000008922942,0.00029037462],"genre_scores_gemma":[0.9986597,0.00080864364,0.00045152978,0.000002886414,0.0000029784737,0.000028280594,0.00000214569,0.000015711426,0.000028140626],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992739,0.000050114813,0.00017712868,0.000096955046,0.00025747478,0.0001444206],"domain_scores_gemma":[0.99947494,0.000018669914,0.000043142958,0.00022921358,0.00020678819,0.000027231894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030225233,0.00006506829,0.00014809042,0.00009273409,0.000016795906,0.000005675007,0.00014554975,0.00006474956,0.00002910646],"category_scores_gemma":[0.000009687282,0.000062259256,0.00002790107,0.00012572951,0.000046236535,0.00005526987,0.000034116205,0.00017834753,7.6177884e-7],"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":[0.000047239162,0.000017074095,0.000023106048,0.00028216955,0.00005424378,1.0107895e-7,0.00012054648,0.012381159,0.9858672,0.000053487816,0.000029071078,0.0011245979],"study_design_scores_gemma":[0.0002067609,0.00004706007,0.000016755188,0.00015735177,0.0000054657867,2.8278697e-7,0.00007014485,0.013147741,0.9861035,0.00016542536,0.000026536498,0.000053004078],"about_ca_topic_score_codex":0.00019428277,"about_ca_topic_score_gemma":0.000009222478,"teacher_disagreement_score":0.013272658,"about_ca_system_score_codex":0.000037631267,"about_ca_system_score_gemma":0.000035879606,"threshold_uncertainty_score":0.2538859},"labels":[],"label_agreement":null},{"id":"W4280611775","doi":"10.2174/2405461507666220516152840","title":"WITHDRAWN: Integrated Matrix Incorporating Imidazole Graphene AssembledMetallic Copper and Silver Nanoparticles to be a Fluidic AntennaDevice","year":2022,"lang":"en","type":"article","venue":"Current Nanomaterials","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Nanotechnology; Computer science; Table of contents; Library science; Law; Political science; World Wide Web; Materials science","score_opus":0.022447478461238565,"score_gpt":0.25918956013974664,"score_spread":0.23674208167850808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280611775","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":[0.9887603,0.008871741,0.00043735933,0.00017401706,0.00081920164,0.0004543446,0.00005681844,0.0003389256,0.000087304186],"genre_scores_gemma":[0.9983787,0.00030180285,0.0007084475,0.0001333025,0.000047715846,0.0002582819,0.00009518966,0.000054141256,0.000022446262],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99846,0.0002453167,0.00047962443,0.00026585156,0.00022611661,0.00032306925],"domain_scores_gemma":[0.9992174,0.00005300637,0.00008737908,0.00042477506,0.00005110843,0.0001663599],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004637546,0.00024997297,0.00034079872,0.00018559702,0.00028756092,0.0001540604,0.00032252292,0.0000454881,0.00028292148],"category_scores_gemma":[0.000034202705,0.0002514762,0.000056154277,0.0006043931,0.0000372342,0.00012875545,0.00033602223,0.00014968547,0.000024814193],"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":[0.000029109731,0.000049547794,0.0003265231,0.00006021935,0.000038395523,0.0000055251217,0.00027286666,0.0014059532,0.99264896,0.00055853877,0.0025334887,0.0020708898],"study_design_scores_gemma":[0.0025021764,0.00039443083,0.0027521383,0.00040653977,0.00023512787,0.00018399792,0.000955296,0.03402707,0.7771594,0.00034680835,0.17879464,0.0022424094],"about_ca_topic_score_codex":0.000014227171,"about_ca_topic_score_gemma":0.000009203064,"teacher_disagreement_score":0.21548957,"about_ca_system_score_codex":0.00007203754,"about_ca_system_score_gemma":0.00003645815,"threshold_uncertainty_score":0.99999374},"labels":[],"label_agreement":null},{"id":"W4280615227","doi":"10.1109/wcnc51071.2022.9771874","title":"Adaptive Cooperative Task Offloading for Energy-Efficient Small Cell MEC Networks","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Wireless Communications and Networking Conference (WCNC)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":11,"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":"","keywords":"Computer science; Distributed computing; Energy consumption; Small cell; Mobile edge computing; Task (project management); Efficient energy use; Enhanced Data Rates for GSM Evolution; Computer network; Femtocell; Cellular network; Base station; Server; Engineering","score_opus":0.03206828665185698,"score_gpt":0.22137274449220726,"score_spread":0.18930445784035027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280615227","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011288028,0.027632631,0.94805986,0.0003600399,0.0011508884,0.0010097622,0.00009824191,0.0004895993,0.009910925],"genre_scores_gemma":[0.98432165,0.011035201,0.0023540785,0.0002491599,0.00012730408,0.0012041179,0.0003307961,0.00008306125,0.00029465277],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979148,0.00046693385,0.00050401606,0.00038512363,0.00019861088,0.0005305221],"domain_scores_gemma":[0.9973836,0.0005516648,0.00017448307,0.001597891,0.0001356636,0.00015672176],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005577927,0.00034756883,0.00040815127,0.00015144976,0.001884663,0.00014631906,0.0013981699,0.00012475342,0.00005337879],"category_scores_gemma":[0.0000036837623,0.0004077322,0.00012879378,0.00063130783,0.00018907261,0.00006132754,0.00078912533,0.0008091258,0.000001525617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007843143,0.0002691315,0.00006620248,0.000032983004,0.0002180998,0.0000042814827,0.0017520713,0.8169937,0.0026996494,0.03204503,0.0039075403,0.14193287],"study_design_scores_gemma":[0.00050898903,0.000102813225,0.00000870777,0.000055637942,0.000054089323,0.000008760062,0.0006457546,0.9167227,0.00016182424,0.00013968532,0.081157245,0.00043379163],"about_ca_topic_score_codex":0.000052744388,"about_ca_topic_score_gemma":0.00023945968,"teacher_disagreement_score":0.9730336,"about_ca_system_score_codex":0.00015875208,"about_ca_system_score_gemma":0.00008215353,"threshold_uncertainty_score":0.99983746},"labels":[],"label_agreement":null},{"id":"W4285674991","doi":"10.36227/techrxiv.12249257.v1","title":"Modeling of Viral Aerosol Transmission and Detection","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Aerosol; Transmission (telecommunications); Coronavirus disease 2019 (COVID-19); Virology; Computer science; Environmental science; Physics; Meteorology; Biology; Medicine; Telecommunications; Infectious disease (medical specialty)","score_opus":0.018605008090602452,"score_gpt":0.21844915565109954,"score_spread":0.1998441475604971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285674991","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026046904,0.0016620175,0.96912014,0.000046065525,0.00006485561,0.000108523396,9.89358e-7,0.0001590064,0.0027915044],"genre_scores_gemma":[0.99052376,0.0014584442,0.007943905,0.000014610808,0.000016481787,0.00000547583,0.0000099937215,0.000017702034,0.000009649814],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996155,0.000017330762,0.00016062471,0.000095332514,0.00005780581,0.000053386924],"domain_scores_gemma":[0.999735,0.0000053449085,0.00001308139,0.00019223806,0.000013496548,0.00004085948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003782339,0.00009031882,0.00013140141,0.000029115674,0.000014183173,0.00001044496,0.00009090402,0.00015067276,0.0000146681305],"category_scores_gemma":[0.0000020844875,0.00009174681,0.000045807705,0.000030308875,0.0000066965194,0.000014497009,0.00008658463,0.00028730446,0.0000010111795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006648456,0.0000034924374,0.0000011469007,0.00021678943,0.00002348722,2.7773555e-7,0.00013081045,0.89997697,0.06114262,0.00004331799,0.000014130149,0.03844031],"study_design_scores_gemma":[0.000077952165,0.000006710073,0.0000023478945,0.000056271205,0.000012528363,5.763254e-7,0.0000054736565,0.97196305,0.027448373,0.00023520959,0.00010644379,0.00008509135],"about_ca_topic_score_codex":0.000020397067,"about_ca_topic_score_gemma":0.00000566151,"teacher_disagreement_score":0.9644768,"about_ca_system_score_codex":0.000008519904,"about_ca_system_score_gemma":0.000005261444,"threshold_uncertainty_score":0.37413266},"labels":[],"label_agreement":null},{"id":"W4288059590","doi":"10.1109/lcomm.2022.3194024","title":"Low Complexity First: Duration-Centric ISI Mitigation in Molecular Communication via Diffusion","year":2022,"lang":"en","type":"article","venue":"IEEE Communications Letters","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"National Natural Science Foundation of China","keywords":"Molecular communication; Duration (music); Interval (graph theory); Computer science; Bit error rate; Intersymbol interference; Interference (communication); Symbol (formal); Algorithm; Diffusion; Communications system; Electronic engineering; Telecommunications; Channel (broadcasting); Decoding methods; Mathematics; Engineering; Transmitter","score_opus":0.014162411627765879,"score_gpt":0.21976204588843087,"score_spread":0.205599634260665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288059590","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":[0.747812,0.0058118063,0.20730104,0.031453248,0.00058015675,0.0019099142,0.00005758648,0.0009995113,0.004074773],"genre_scores_gemma":[0.98680407,0.0011034322,0.009077061,0.0016317085,0.000013639597,0.00053032994,0.0007656458,0.00005737257,0.000016744249],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99771994,0.0007462502,0.0006637567,0.00021951582,0.00034137987,0.00030916257],"domain_scores_gemma":[0.9958814,0.0002261398,0.0001568527,0.0035962453,0.000056790177,0.00008258584],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004944145,0.0002268502,0.00022735175,0.0003868322,0.0008796383,0.00006706255,0.002162174,0.00007339886,0.00014307075],"category_scores_gemma":[0.00002517535,0.00030336555,0.00011025875,0.001189812,0.00019204488,0.00020749371,0.0006035515,0.0008521854,0.00004217036],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050533763,0.0013182788,0.004550368,0.0001502757,0.00013552867,0.000020659732,0.0041294494,0.6625135,0.28654122,0.009269246,0.018215826,0.013105149],"study_design_scores_gemma":[0.0017921033,0.00003595919,0.007284285,0.000102022954,0.00004323365,0.000037826645,0.00026302077,0.9433066,0.006159748,0.0011800166,0.0389135,0.0008816651],"about_ca_topic_score_codex":0.00012686629,"about_ca_topic_score_gemma":0.00042674562,"teacher_disagreement_score":0.28079316,"about_ca_system_score_codex":0.0005145502,"about_ca_system_score_gemma":0.000022298243,"threshold_uncertainty_score":0.9999418},"labels":[],"label_agreement":null},{"id":"W4290996275","doi":"10.1109/icc45855.2022.9839216","title":"Detection Interval Optimization for Diffusion-based Molecular Communication","year":2022,"lang":"en","type":"article","venue":"ICC 2022 - IEEE International Conference on Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Interference (communication); Computer science; Bit error rate; Interval (graph theory); Detection theory; Signal-to-noise ratio (imaging); SIGNAL (programming language); Intersymbol interference; Key (lock); Noise (video); Electronic engineering; Communications system; Algorithm; Telecommunications; Mathematics; Artificial intelligence; Engineering; Transmitter; Detector; Channel (broadcasting); Decoding methods","score_opus":0.04596066883208022,"score_gpt":0.29504259962995166,"score_spread":0.24908193079787144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290996275","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008408044,0.000662509,0.94949603,0.006831257,0.0013931723,0.0012223059,0.000321904,0.0007095892,0.030955167],"genre_scores_gemma":[0.98141253,0.0005851759,0.013625987,0.0006654897,0.000030219715,0.0019129602,0.001540573,0.000063759355,0.00016331402],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998276,0.00036802873,0.0004792042,0.00024444752,0.00042093213,0.00021136673],"domain_scores_gemma":[0.99703634,0.0003048097,0.00017117347,0.002125298,0.00028370714,0.00007868418],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000431147,0.00021987096,0.00018594335,0.0003440576,0.0007669244,0.00012325184,0.0025994892,0.00008321054,0.0010274516],"category_scores_gemma":[0.00006368611,0.00027898373,0.00017162669,0.00037402543,0.00009959592,0.0001373279,0.00039922135,0.00064840744,0.000019612575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010129913,0.00036562217,0.00002596794,0.000014552301,0.00012511137,9.3609594e-7,0.0002355728,0.92529064,0.021571819,0.0318417,0.0018582019,0.0185686],"study_design_scores_gemma":[0.00068432785,0.00009265635,0.000028251741,0.000032337633,0.00002383721,0.000004337132,0.0002066888,0.96637374,0.002278143,0.0010693411,0.028937848,0.00026850644],"about_ca_topic_score_codex":0.000025290383,"about_ca_topic_score_gemma":0.00007852759,"teacher_disagreement_score":0.97300446,"about_ca_system_score_codex":0.00040099656,"about_ca_system_score_gemma":0.00006716825,"threshold_uncertainty_score":0.9999662},"labels":[],"label_agreement":null},{"id":"W4293489310","doi":"","title":"Quantum Semiconductor Biosensing","year":2013,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Biosensor; Semiconductor; Nanotechnology; Optoelectronics; Computer science; Physics; Materials science","score_opus":0.014948225328922869,"score_gpt":0.21087239775103112,"score_spread":0.19592417242210824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293489310","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3196185,0.022792496,0.4729757,0.033154517,0.0023937614,0.0015306454,0.00010327361,0.0013644727,0.14606664],"genre_scores_gemma":[0.8292567,0.0064819786,0.14064585,0.00020066199,0.00010012292,0.00009209138,0.00083893456,0.000231631,0.02215203],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98892695,0.0076323263,0.0011060743,0.0009930398,0.0005160084,0.00082560076],"domain_scores_gemma":[0.9900725,0.0017547507,0.000557888,0.00490165,0.0022339704,0.0004792734],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0043069525,0.00078029616,0.00074559473,0.00028501247,0.000524836,0.0007405678,0.002085609,0.00089615874,0.0012554039],"category_scores_gemma":[0.0010287164,0.00094482256,0.00047265989,0.0006516404,0.0004367221,0.00026097035,0.0018911776,0.0018387833,0.0011569272],"study_design_candidate":"theoretical_or_conceptual","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":[0.00001105586,0.00079697196,0.0006584533,0.0006645688,0.0005718779,0.000021054457,0.015088791,0.0034648338,0.11826641,0.6928601,0.017800845,0.14979503],"study_design_scores_gemma":[0.00097212737,5.379877e-7,0.001585053,0.006188724,0.00018151388,0.000070003785,0.00025756753,0.52705413,0.16319345,0.008297566,0.290398,0.0018013488],"about_ca_topic_score_codex":0.0032466345,"about_ca_topic_score_gemma":0.0008155658,"teacher_disagreement_score":0.68456256,"about_ca_system_score_codex":0.00037061932,"about_ca_system_score_gemma":0.00025523646,"threshold_uncertainty_score":0.9996576},"labels":[],"label_agreement":null},{"id":"W4296117017","doi":"10.5281/zenodo.2593216","title":"Capacity Characterization for State-Dependent Gaussian Channel With a Helper","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Israel Science Foundation; European Commission; National Science Foundation","keywords":"Characterization (materials science); Gaussian; State (computer science); Channel (broadcasting); Statistical physics; Computer science; Physics; Computer network; Algorithm; Quantum mechanics; Optics","score_opus":0.024779374463164167,"score_gpt":0.19863979981244112,"score_spread":0.17386042534927695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296117017","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048155338,0.000053817523,0.92973655,0.0011815135,0.00013163965,0.0009905575,0.00047293372,0.0018542509,0.017423414],"genre_scores_gemma":[0.99683946,0.00016464358,0.00036849437,0.00007323582,0.000067203255,3.8719458e-7,0.0007538995,0.0010101234,0.0007225323],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907595,0.000101725615,0.0001644399,0.00020391947,0.000179138,0.00027485233],"domain_scores_gemma":[0.99916196,0.00001467482,0.000046795092,0.00041483398,0.00023976403,0.00012197645],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002667875,0.00012250344,0.00010552747,0.00011772774,0.00060744304,0.00021278596,0.00045702062,0.000048753343,0.0013008486],"category_scores_gemma":[0.00006152391,0.000097229255,0.00003006526,0.00020786856,0.000060656646,0.00019363436,0.00016888554,0.00010223627,0.0008422802],"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":[0.00037546764,0.00024600775,0.0000126372815,0.00026387887,0.0002663053,0.000010732471,0.0027645316,0.0018424061,0.48801374,0.005253531,0.03284106,0.4681097],"study_design_scores_gemma":[0.0012061116,0.00020456394,0.0008539369,0.00008721484,0.000013454024,0.0000469352,0.000040045157,0.0049992395,0.010254014,0.00012278276,0.98186994,0.00030173606],"about_ca_topic_score_codex":0.0000018762605,"about_ca_topic_score_gemma":7.7256266e-7,"teacher_disagreement_score":0.9490289,"about_ca_system_score_codex":0.000103437145,"about_ca_system_score_gemma":0.0000017334745,"threshold_uncertainty_score":0.9999357},"labels":[],"label_agreement":null},{"id":"W4298148611","doi":"10.1016/j.iot.2022.100622","title":"A new quantum-inspired clustering method for reducing energy consumption in IOT networks","year":2022,"lang":"en","type":"article","venue":"Internet of Things","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"Université du Québec à Trois-Rivières","funders":"","keywords":"Cluster analysis; Computer science; Energy consumption; Quantum; Internet of Things; Distributed computing; Artificial intelligence; Physics; Engineering; Embedded system; Quantum mechanics; Electrical engineering","score_opus":0.019380068412187913,"score_gpt":0.2627417133491508,"score_spread":0.24336164493696288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298148611","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":[0.009365149,0.0015455746,0.98801863,0.00008514727,0.00035495934,0.00012119427,9.288604e-7,0.000106129526,0.00040230306],"genre_scores_gemma":[0.9388715,0.000069538,0.06041569,0.00022659611,0.00003313875,0.00006056971,0.000019774652,0.000036157173,0.00026701673],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917865,0.00008352279,0.00033045097,0.0001366595,0.00009907324,0.00017162661],"domain_scores_gemma":[0.9994988,0.00011572148,0.00007889961,0.00025283472,0.000012751607,0.000041032985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038472418,0.00010367033,0.00018630511,0.00013426524,0.000029991445,0.000017047905,0.00033125954,0.000055714823,0.00012693928],"category_scores_gemma":[0.000016713715,0.00012826678,0.00008064771,0.00013101051,0.000008051347,0.000048403548,0.00017754817,0.00021385102,6.047249e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008381587,0.000018533789,0.00006053008,0.00005053608,0.000048567217,0.0000024699432,0.0015895378,0.90002954,0.006352025,0.0020576296,0.0041775694,0.08552925],"study_design_scores_gemma":[0.00043752158,0.00004509696,0.000038115573,0.000085169755,0.000009085394,0.00000981855,0.00003472427,0.9833198,0.0020006578,0.0001849345,0.013714555,0.000120496225],"about_ca_topic_score_codex":0.0011233295,"about_ca_topic_score_gemma":0.00007473436,"teacher_disagreement_score":0.92950636,"about_ca_system_score_codex":0.00010564241,"about_ca_system_score_gemma":0.000010513929,"threshold_uncertainty_score":0.52305675},"labels":[],"label_agreement":null},{"id":"W4299730092","doi":"10.1109/icc45855.2022.9838794","title":"Molecular Communication in Vacuum","year":2022,"lang":"en","type":"article","venue":"ICC 2022 - IEEE International Conference on Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Ion; Argon; Channel (broadcasting); Molecule; Mass spectrometry; Computer science; Megabit; Communications system; Hydrogen; Hydrogen molecule; Computational physics; Nitrogen; Materials science; Physics; Atomic physics; Chemical physics; Telecommunications; Transmitter; Quantum mechanics","score_opus":0.057824753465007456,"score_gpt":0.3088915570029899,"score_spread":0.2510668035379825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299730092","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14925982,0.005136202,0.010194253,0.029963031,0.002148714,0.0014302514,0.00033438005,0.001124548,0.8004088],"genre_scores_gemma":[0.9938629,0.002588616,0.0013832237,0.00061682553,0.000014061404,0.0006935852,0.0004939533,0.000040987285,0.00030583047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982483,0.0004564588,0.0004489382,0.00019961098,0.0004318681,0.00021483713],"domain_scores_gemma":[0.99697137,0.00016303344,0.00009481603,0.0026041216,0.00010026908,0.00006641008],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044042562,0.00018188352,0.00017162097,0.00038093427,0.00032191456,0.00007933401,0.0037023416,0.00006118681,0.0013625097],"category_scores_gemma":[0.000022760894,0.00023726838,0.00009012559,0.0005195159,0.00009368861,0.00013382996,0.0007612733,0.0010800819,0.000087517714],"study_design_candidate":"simulation_or_modeling","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":[0.00007284526,0.0009736237,0.0007429168,0.00001568544,0.00024025097,0.00002206857,0.0017660917,0.15071113,0.03885286,0.7759261,0.01317013,0.017506307],"study_design_scores_gemma":[0.0010235762,0.00007170532,0.0010439228,0.00007413054,0.000016878566,0.000024402776,0.0009569728,0.847891,0.0013829495,0.0110192485,0.13589926,0.0005959748],"about_ca_topic_score_codex":0.000054250257,"about_ca_topic_score_gemma":0.00018631564,"teacher_disagreement_score":0.8446031,"about_ca_system_score_codex":0.0003569581,"about_ca_system_score_gemma":0.000057003825,"threshold_uncertainty_score":0.9995504},"labels":[],"label_agreement":null},{"id":"W4312227608","doi":"10.56431/p-4up6pw","title":"Magnetic Fields Generated by Optical Coupler Circuits May Also Be Containment Loci for Entanglement of P-N Junction-Plasma Cell Membrane Photons within Exposed Living Systems","year":2014,"lang":"en","type":"article","venue":"International Letters of Chemistry Physics and Astronomy","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Photon; Physics; Magnetic field; Photonics; Quantum entanglement; Optoelectronics; Optics; Quantum mechanics; Quantum","score_opus":0.006111183782620003,"score_gpt":0.18351166013120496,"score_spread":0.17740047634858497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312227608","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":[0.803721,0.00011063124,0.1941806,0.00019410874,0.00013856894,0.00017569767,0.000039361534,0.000015795691,0.0014242198],"genre_scores_gemma":[0.99846363,0.000010069331,0.0010620712,0.00006063697,0.00007935261,0.000051664774,0.00017236869,0.000013059843,0.000087148015],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99940044,0.000008823488,0.0002573564,0.00010942512,0.00012820732,0.000095773954],"domain_scores_gemma":[0.9996088,0.0000680759,0.000093454175,0.00013719969,0.000052412783,0.0000400199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007717583,0.0001056994,0.00014250854,0.000010492105,0.000019728923,0.000021425532,0.00013606326,0.000037675796,0.000044384687],"category_scores_gemma":[0.0000035391593,0.00011803308,0.000048521142,0.000021789709,0.00003445549,0.000030853815,0.000028239767,0.00007352038,2.4141661e-7],"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":[0.000006166081,0.000054366294,0.00014094544,0.000105688385,0.000078882535,9.370784e-8,0.00004533677,0.0381836,0.95919925,0.00009931539,0.0014535934,0.00063276326],"study_design_scores_gemma":[0.00058011786,0.000023985413,0.000013741604,0.00004847508,0.000022797161,7.3671384e-7,0.00004420468,0.14355783,0.8493106,0.0000028477994,0.006289766,0.0001049162],"about_ca_topic_score_codex":0.000007663451,"about_ca_topic_score_gemma":3.2569716e-7,"teacher_disagreement_score":0.1947426,"about_ca_system_score_codex":0.000034301895,"about_ca_system_score_gemma":0.000008177984,"threshold_uncertainty_score":0.48132494},"labels":[],"label_agreement":null},{"id":"W4315779490","doi":"10.1038/s41589-022-01225-x","title":"Macroscopic quorum sensing sustains differentiating embryonic stem cells","year":2023,"lang":"en","type":"article","venue":"Nature Chemical Biology","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Canadian Institute for Advanced Research","keywords":"Multicellular organism; Embryonic stem cell; Quorum sensing; Cell biology; Biology; Population; Stem cell; Secretion; SIGNAL (programming language); Cell; Biological system; Chemistry; Computer science; Genetics; Biochemistry; Biofilm","score_opus":0.006882831281364229,"score_gpt":0.2381745929794189,"score_spread":0.23129176169805468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315779490","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":[0.99301076,0.002034002,0.0016791561,0.00037564628,0.00074439356,0.00012383054,0.000009224111,0.0008533529,0.0011696375],"genre_scores_gemma":[0.9987984,0.0002042346,0.00040302664,0.0001869061,0.000098844226,0.000003305395,0.00010001111,0.000028945908,0.00017634626],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917656,0.000046296787,0.00015737797,0.00017998605,0.000055436707,0.00038434254],"domain_scores_gemma":[0.999423,0.00013110277,0.000026058104,0.0003263256,0.00002773336,0.00006573795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008346878,0.000140886,0.00018109987,0.00006740973,0.000051982297,0.000016793492,0.00022533048,0.00059215125,0.000018741786],"category_scores_gemma":[0.00001540242,0.00013266697,0.00006806954,0.0003395279,0.00004144227,0.000015129577,0.00014435296,0.0008221526,0.00007324682],"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":[0.0000026424107,0.000004152289,0.00012239326,0.000034001845,0.000027340848,0.000004813934,0.000040763625,0.00011691874,0.987936,0.0004635698,0.0030435196,0.00820386],"study_design_scores_gemma":[0.0003773901,0.000012376839,0.00012167227,0.000039308474,0.000015116489,0.0000063396274,0.00007290766,0.04718623,0.9247478,0.00033205835,0.026781851,0.0003069254],"about_ca_topic_score_codex":0.0000011197749,"about_ca_topic_score_gemma":0.0000026773355,"teacher_disagreement_score":0.0631882,"about_ca_system_score_codex":0.000052973144,"about_ca_system_score_gemma":0.000009592515,"threshold_uncertainty_score":0.5410002},"labels":[],"label_agreement":null},{"id":"W4317932688","doi":"10.20944/preprints202301.0377.v1","title":"A Quantum-Classical Model of Brain Dynamics","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"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":"Physics; Mesoscopic physics; Quantum; Quantum dynamics; Statistical physics; Quantum mechanics; Degrees of freedom (physics and chemistry)","score_opus":0.14273068441507145,"score_gpt":0.32713190242094586,"score_spread":0.18440121800587442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317932688","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":[0.72251725,0.0003704936,0.25264186,0.0018255211,0.0009970966,0.00083560817,0.00013504192,0.0019259902,0.018751144],"genre_scores_gemma":[0.9966346,0.0005311066,0.00093171437,0.00004993228,0.000044162705,0.000111761496,0.00017203166,0.00012084067,0.0014038477],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99831384,0.00009742968,0.00058257976,0.00043542447,0.0002806544,0.0002900552],"domain_scores_gemma":[0.9973786,0.00012244814,0.00013356461,0.0021689082,0.000079132595,0.00011738697],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047969376,0.0003027626,0.00046500872,0.00017529674,0.000034815446,0.000011773562,0.0010339908,0.0004979579,0.00007247016],"category_scores_gemma":[0.00016053987,0.00035789039,0.00026736932,0.00018330412,0.000079796475,0.000031189837,0.0019840673,0.0011805249,0.00047611116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000128460315,0.000059719656,0.0056086928,0.0003521337,0.00018645663,0.0000043267096,0.00032478943,0.9760435,0.008093663,0.007962928,0.0007732637,0.0005776636],"study_design_scores_gemma":[0.00015475559,0.0000035394182,0.0037900577,0.00017597528,0.000029903156,0.0000011509285,0.0000147569945,0.9866911,0.0018180439,0.0064780745,0.00053766865,0.0003049546],"about_ca_topic_score_codex":0.000034042932,"about_ca_topic_score_gemma":0.000064090236,"teacher_disagreement_score":0.27411735,"about_ca_system_score_codex":0.0001602376,"about_ca_system_score_gemma":0.00008334667,"threshold_uncertainty_score":0.9998873},"labels":[],"label_agreement":null},{"id":"W4318424198","doi":"10.20944/preprints202301.0377.v2","title":"A Quantum-Classical Model of Brain Dynamics","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"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":"Physics; Mesoscopic physics; Quantum dynamics; Quantum; Statistical physics; Quantum mechanics; Degrees of freedom (physics and chemistry)","score_opus":0.14273068441507145,"score_gpt":0.32713190242094586,"score_spread":0.18440121800587442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318424198","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":[0.72251725,0.0003704936,0.25264186,0.0018255211,0.0009970966,0.00083560817,0.00013504192,0.0019259902,0.018751144],"genre_scores_gemma":[0.9966346,0.0005311066,0.00093171437,0.00004993228,0.000044162705,0.000111761496,0.00017203166,0.00012084067,0.0014038477],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99831384,0.00009742968,0.00058257976,0.00043542447,0.0002806544,0.0002900552],"domain_scores_gemma":[0.9973786,0.00012244814,0.00013356461,0.0021689082,0.000079132595,0.00011738697],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047969376,0.0003027626,0.00046500872,0.00017529674,0.000034815446,0.000011773562,0.0010339908,0.0004979579,0.00007247016],"category_scores_gemma":[0.00016053987,0.00035789039,0.00026736932,0.00018330412,0.000079796475,0.000031189837,0.0019840673,0.0011805249,0.00047611116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000128460315,0.000059719656,0.0056086928,0.0003521337,0.00018645663,0.0000043267096,0.00032478943,0.9760435,0.008093663,0.007962928,0.0007732637,0.0005776636],"study_design_scores_gemma":[0.00015475559,0.0000035394182,0.0037900577,0.00017597528,0.000029903156,0.0000011509285,0.0000147569945,0.9866911,0.0018180439,0.0064780745,0.00053766865,0.0003049546],"about_ca_topic_score_codex":0.000034042932,"about_ca_topic_score_gemma":0.000064090236,"teacher_disagreement_score":0.27411735,"about_ca_system_score_codex":0.0001602376,"about_ca_system_score_gemma":0.00008334667,"threshold_uncertainty_score":0.9998873},"labels":[],"label_agreement":null},{"id":"W4318586840","doi":"10.2139/ssrn.4332890","title":"Artificial Tumor Matrices for Tumoroid Generation","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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 Waterloo","funders":"","keywords":"Computer science; Artificial intelligence","score_opus":0.030449449478304795,"score_gpt":0.258577097299782,"score_spread":0.2281276478214772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318586840","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06645927,0.02712469,0.9002357,0.00080374494,0.0034433731,0.00082678616,0.000032201806,0.0007063102,0.00036790277],"genre_scores_gemma":[0.9704808,0.023064125,0.001956331,0.000058606583,0.0030946638,0.00017178517,0.00027599398,0.00018809742,0.0007095799],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99769247,0.000065906,0.00047384406,0.00020209761,0.0001969533,0.0013687315],"domain_scores_gemma":[0.9992492,0.000043586137,0.0001579046,0.00039183034,0.00008942744,0.00006800836],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012982902,0.00024109185,0.00025681756,0.00020808479,0.00018481036,0.00016718217,0.0005137882,0.00017535294,0.000012250277],"category_scores_gemma":[0.000041515694,0.00025669724,0.00023760785,0.0001400982,0.000014820716,0.00005458859,0.00011718815,0.0027340942,0.000049548315],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009212992,0.00010509957,0.00006484753,0.0003240834,0.0014540058,0.000019354766,0.0003033464,0.7488658,0.017289566,0.107073955,0.021087425,0.10332038],"study_design_scores_gemma":[0.0003827987,0.0001336987,0.000034068824,0.000120161676,0.00018601918,0.00021021924,0.0001889605,0.6554234,0.0027820086,0.3286389,0.011075833,0.0008239203],"about_ca_topic_score_codex":0.000011544684,"about_ca_topic_score_gemma":0.0006374268,"teacher_disagreement_score":0.90402156,"about_ca_system_score_codex":0.00071686174,"about_ca_system_score_gemma":0.0007840062,"threshold_uncertainty_score":0.9999885},"labels":[],"label_agreement":null},{"id":"W4318954096","doi":"10.1109/tmbmc.2023.3240876","title":"Molecular Communication for Quorum Sensing Inspired Cooperative Drug Delivery","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Australian Research Council; University of Melbourne","keywords":"Quorum sensing; Drug delivery; Population; Diffusion; Absorption (acoustics); Drug; Molecular communication; Molecule; Chemistry; Biological system; Nanotechnology; Materials science; Chemical physics; Biophysics; Computer science; Pharmacology; Physics; Thermodynamics; Computer network; Biochemistry; Organic chemistry; Biology","score_opus":0.0393124705606219,"score_gpt":0.26804397146099285,"score_spread":0.22873150090037095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318954096","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13820069,0.0024710735,0.85533977,0.0017475286,0.00011714659,0.000910786,0.000114011025,0.00069399393,0.00040503617],"genre_scores_gemma":[0.9469388,0.0077096527,0.04425421,0.00039816875,0.000006085412,0.00028505267,0.00027823192,0.000053814914,0.00007599226],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983116,0.00041179944,0.0004314544,0.00031919763,0.0001233151,0.00040264684],"domain_scores_gemma":[0.9974348,0.0004194602,0.00006119567,0.0017383256,0.00017036406,0.0001758554],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003405832,0.0003055339,0.00030780965,0.00020923637,0.00074026117,0.000073132185,0.0007362985,0.00023804567,0.0000116152905],"category_scores_gemma":[0.000020188027,0.00029862925,0.00020443143,0.0006232533,0.00036257473,0.00008670689,0.000042269403,0.000505399,0.000050071943],"study_design_candidate":"simulation_or_modeling","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":[0.000106373496,0.0005899423,0.000041982974,0.00006487705,0.00044270392,0.000009981159,0.0011878471,0.13793546,0.6911868,0.0010918566,0.0006279972,0.16671419],"study_design_scores_gemma":[0.0015136425,0.000114795934,0.00024131082,0.000114720984,0.000089581416,0.000012211611,0.00044683067,0.9056647,0.0821011,0.0003643147,0.008660839,0.0006759847],"about_ca_topic_score_codex":0.000023567478,"about_ca_topic_score_gemma":0.0002304314,"teacher_disagreement_score":0.8110855,"about_ca_system_score_codex":0.000059628477,"about_ca_system_score_gemma":0.000023900413,"threshold_uncertainty_score":0.9999466},"labels":[],"label_agreement":null},{"id":"W4328053370","doi":"10.1109/tmbmc.2023.3244020","title":"Guest Editorial Introduction to the Special Feature on the 6th Workshop on Molecular Communications","year":2023,"lang":"en","type":"editorial","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Università degli Studi di Perugia; Tongji University; Friedrich-Alexander-Universität Erlangen-Nürnberg; University of Warwick; Sharif University of Technology; University of New South Wales; York University; Strong; Yazd University; European Research Consortium for Informatics and Mathematics; Norges Teknisk-Naturvitenskapelige Universitet; University of Essex; University of Tehran; TU Graz, Internationale Beziehungen und Mobilitätsprogramme","keywords":"Feature (linguistics); Molecular communication; Discipline; Library science; Engineering ethics; Field (mathematics); Engineering; Computer science; Sociology; Telecommunications; Social science; Philosophy","score_opus":0.02874713426450956,"score_gpt":0.2750543966512625,"score_spread":0.24630726238675296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4328053370","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":[0.000081556995,0.0013582464,0.10486787,0.042874493,0.8460165,0.0021749078,0.0007857853,0.0006717119,0.001168874],"genre_scores_gemma":[0.012610069,0.033877138,0.005161092,0.001443366,0.9397444,0.0031619684,0.0022719593,0.00037815704,0.0013518134],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99588186,0.0013808822,0.0006583465,0.000754534,0.00073270884,0.0005916752],"domain_scores_gemma":[0.9880741,0.003380834,0.00016661939,0.007782198,0.0003232868,0.0002729272],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00086469966,0.00077504833,0.0005835056,0.00028577854,0.0016527784,0.00025459827,0.0043679522,0.0015047726,0.000032572338],"category_scores_gemma":[0.00046417097,0.00052930583,0.0004577268,0.0010945847,0.0007037289,0.000053006712,0.00017688458,0.005264657,0.00042321353],"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":[0.000091648064,0.0004010997,1.4678108e-7,0.00001065466,0.00023055727,0.000002467072,0.00017852845,0.016088499,0.0018133657,0.00022652677,0.9745048,0.0064516794],"study_design_scores_gemma":[0.00048356038,0.00020981478,0.000005222748,0.00017092847,0.00014087759,0.0000021731228,0.00012271458,0.004875144,0.00084619306,0.00006968629,0.99246544,0.0006082645],"about_ca_topic_score_codex":0.00002483947,"about_ca_topic_score_gemma":0.00056614005,"teacher_disagreement_score":0.09970678,"about_ca_system_score_codex":0.0002175886,"about_ca_system_score_gemma":0.00007214066,"threshold_uncertainty_score":0.9997915},"labels":[],"label_agreement":null},{"id":"W4365607329","doi":"","title":"Non-Invasive Green Small Cell Network","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science","score_opus":0.013290274832362363,"score_gpt":0.1857239700432041,"score_spread":0.17243369521084173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365607329","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042938657,0.008771307,0.40747732,0.00121323,0.000831297,0.0010449246,0.000042795924,0.0011885908,0.5364919],"genre_scores_gemma":[0.89154434,0.0061896257,0.08938993,0.00020309706,0.000119588854,0.00022285093,0.0009015908,0.00022673995,0.01120221],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99590546,0.001978834,0.00063929154,0.0006344859,0.00027205172,0.00056985277],"domain_scores_gemma":[0.9938798,0.00066231133,0.0003241661,0.003889402,0.0009634414,0.00028086285],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002534517,0.0005212202,0.0005039095,0.0001637228,0.0002672714,0.00021845319,0.0022520002,0.0005900179,0.00025112572],"category_scores_gemma":[0.00014156592,0.00061367213,0.00033098436,0.0003969475,0.00015010976,0.000071031296,0.0017995721,0.0012846178,0.00018945229],"study_design_candidate":"simulation_or_modeling","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":[0.00015473773,0.0045664683,0.019911952,0.008757339,0.0033378184,0.00023040081,0.10525634,0.14630085,0.03264147,0.17019334,0.17095484,0.33769444],"study_design_scores_gemma":[0.00344728,0.0000026560388,0.008121588,0.012163006,0.0006462079,0.000046224053,0.00025701147,0.43039063,0.342642,0.03202291,0.16423957,0.0060209185],"about_ca_topic_score_codex":0.00095801573,"about_ca_topic_score_gemma":0.0028027603,"teacher_disagreement_score":0.8486057,"about_ca_system_score_codex":0.00011425794,"about_ca_system_score_gemma":0.00019083085,"threshold_uncertainty_score":0.99963146},"labels":[],"label_agreement":null},{"id":"W4366966441","doi":"10.1109/access.2023.3269848","title":"Making Sense of Meaning: A Survey on Metrics for Semantic and Goal-Oriented Communication","year":2023,"lang":"en","type":"article","venue":"IEEE Access","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Variety (cybernetics); Wireless; Meaning (existential); Human–computer interaction; Data science; Artificial intelligence; Telecommunications","score_opus":0.08900052266910329,"score_gpt":0.3442245624786222,"score_spread":0.2552240398095189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366966441","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":[0.8977878,0.0007931823,0.097386785,0.00010911324,0.00035936644,0.0005839497,0.000041582047,0.0004255874,0.0025126094],"genre_scores_gemma":[0.99868673,0.00047845472,0.0006589363,0.000036551446,0.000009103327,0.000018735278,0.00006247772,0.000023730789,0.000025272826],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994473,0.000086177846,0.00017569319,0.00008249308,0.000093401766,0.000114967166],"domain_scores_gemma":[0.9988516,0.0005380504,0.00005173546,0.00045960734,0.00007510674,0.000023881335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049299526,0.000073960386,0.00012739225,0.0001920457,0.000058429112,0.000032508706,0.00021625387,0.00005224542,0.000002062014],"category_scores_gemma":[0.0001467764,0.0000787227,0.000026823358,0.000804965,0.000019721432,0.00006386377,0.000070508635,0.00008767207,0.000003093141],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083049404,0.0005478793,0.10059825,0.0029851452,0.0015099009,0.000032697953,0.00824366,0.5296928,0.045800265,0.030983638,0.11493066,0.16384456],"study_design_scores_gemma":[0.00075931003,0.00004320687,0.050309274,0.00019709462,0.000033572593,0.0000020366392,0.00004308766,0.9333996,0.011345843,0.0004856585,0.0031301337,0.0002511529],"about_ca_topic_score_codex":0.000038044738,"about_ca_topic_score_gemma":0.00012303292,"teacher_disagreement_score":0.4037068,"about_ca_system_score_codex":0.000014633323,"about_ca_system_score_gemma":0.0000048277648,"threshold_uncertainty_score":0.32102185},"labels":[],"label_agreement":null},{"id":"W4367860480","doi":"10.48550/arxiv.2305.01412","title":"A Computational Approach for the Characterization of Airborne Pathogen Transmission in Turbulent Molecular Communication Channels","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; Bundesministerium für Bildung und Forschung; Deutscher Akademischer Austauschdienst","keywords":"Turbulence; Reynolds number; Statistical physics; Computational fluid dynamics; Probability distribution; Mechanics; Dispersion (optics); Weibull distribution; Airborne transmission; Transmission (telecommunications); Physics; Molecular communication; Channel (broadcasting); Mathematics; Computer science; Telecommunications; Statistics; Coronavirus disease 2019 (COVID-19); Optics; Infectious disease (medical specialty); Medicine","score_opus":0.053951263638669276,"score_gpt":0.1848025332742683,"score_spread":0.130851269635599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367860480","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062365588,0.0003822303,0.9359871,0.00011818819,0.00006515106,0.0008478305,0.00003885094,0.00011659946,0.000078466874],"genre_scores_gemma":[0.9942746,0.0015731158,0.002284159,0.000023423036,0.0000125504,0.000023731533,0.001704467,0.00004244424,0.00006147895],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991325,0.0001368004,0.0002614703,0.00025218114,0.00006905741,0.00014796284],"domain_scores_gemma":[0.9989166,0.00011659298,0.00012418452,0.0007045225,0.00009748186,0.000040611452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030373683,0.00017698504,0.00022282744,0.00017964616,0.00006476343,0.000019592417,0.00066741696,0.00021781976,0.000005557693],"category_scores_gemma":[0.000008002498,0.00018465576,0.00014815766,0.0003892866,0.000051134808,0.000049691313,0.00018429174,0.00033179464,0.0000020535106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026508747,0.000047836824,0.00003350269,0.00016379435,0.00007231588,0.0000029585137,0.00024432683,0.99389017,0.0016396636,0.0031824778,0.000022375598,0.00067405525],"study_design_scores_gemma":[0.00040544427,0.000009772824,0.0007816624,0.00012416708,0.00005851249,6.519552e-7,0.00003795894,0.9951216,0.00034023245,0.0027041903,0.0002453077,0.00017047515],"about_ca_topic_score_codex":0.00001813167,"about_ca_topic_score_gemma":0.0000022868753,"teacher_disagreement_score":0.93370295,"about_ca_system_score_codex":0.00008095784,"about_ca_system_score_gemma":0.000035855788,"threshold_uncertainty_score":0.7530043},"labels":[],"label_agreement":null},{"id":"W4372046395","doi":"10.1109/tmbmc.2023.3273193","title":"A Computational Approach for the Characterization of Airborne Pathogen Transmission in Turbulent Molecular Communication Channels","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; Bundesministerium für Bildung und Forschung","keywords":"Turbulence; Reynolds number; Computational fluid dynamics; Statistical physics; Probability distribution; Dispersion (optics); Weibull distribution; Physics; Channel (broadcasting); Mechanics; Mathematics; Simulation; Computer science; Statistics; Telecommunications; Optics","score_opus":0.03804683076433875,"score_gpt":0.25961532596192494,"score_spread":0.2215684951975862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372046395","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":[0.034819003,0.0013165126,0.9615622,0.0010649088,0.000033237742,0.0009534801,0.000074101445,0.00013285606,0.000043692307],"genre_scores_gemma":[0.95127213,0.0061072786,0.04109423,0.00011996309,0.0000034536226,0.0006974252,0.0006609152,0.000028384731,0.000016202026],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998716,0.00028850438,0.00044377643,0.00021251517,0.00012743652,0.00021177904],"domain_scores_gemma":[0.99848914,0.0003086107,0.00007117953,0.0009672919,0.00009251829,0.000071287766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038290952,0.00019455182,0.00023426233,0.00018285908,0.00026535062,0.000026359736,0.00066194043,0.00018734443,0.0000074504946],"category_scores_gemma":[0.0000076397555,0.00015763994,0.00014844321,0.000615514,0.00022997562,0.000051875082,0.000017927547,0.00032458865,0.000003566212],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044393662,0.00042790873,0.000015672842,0.000044298737,0.00008330066,8.115817e-7,0.0005198844,0.65131086,0.29921553,0.00036138692,0.00000971051,0.047966287],"study_design_scores_gemma":[0.0007723372,0.000056924353,0.00093487004,0.000051631014,0.000035475932,0.000004764534,0.00009138202,0.9855184,0.011355879,0.00019783463,0.00078926154,0.00019124195],"about_ca_topic_score_codex":0.000007512283,"about_ca_topic_score_gemma":0.000004690979,"teacher_disagreement_score":0.920468,"about_ca_system_score_codex":0.000028546194,"about_ca_system_score_gemma":0.000014867115,"threshold_uncertainty_score":0.642837},"labels":[],"label_agreement":null},{"id":"W4378228333","doi":"10.3390/s23115055","title":"An Intelligent Healthcare System Using IoT in Wireless Sensor Network","year":2023,"lang":"en","type":"article","venue":"Sensors","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"King Saud University","keywords":"Wireless sensor network; Computer science; Encryption; Authentication (law); Energy consumption; Computer network; Data transmission; Wireless; Internet of Things; Computer security; Embedded system; Engineering; Telecommunications","score_opus":0.030297066691706124,"score_gpt":0.2736608013008524,"score_spread":0.2433637346091463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378228333","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":[0.9964482,0.0003459718,0.0012930188,0.0000676902,0.0004319359,0.00019204033,0.0000030521069,0.00076908164,0.00044897033],"genre_scores_gemma":[0.9986546,0.00017462605,0.0008813236,0.00003781416,0.00013407425,0.0000066585126,0.000021899992,0.000051660096,0.000037342583],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895114,0.00016477318,0.0002618134,0.00014823642,0.00011702692,0.00035699236],"domain_scores_gemma":[0.9993181,0.000039650433,0.00002599659,0.0004878485,0.000024658751,0.000103694336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025678708,0.00012676237,0.00017929217,0.00012712234,0.00006643414,0.000022986329,0.00016286437,0.000109877765,0.000005671147],"category_scores_gemma":[0.000003995282,0.0001412762,0.0000413059,0.0007500128,0.000014737563,0.000018441642,0.000031205313,0.00021956828,0.00007786041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004663717,0.0000049257587,0.0010890922,0.00008773275,0.000010376368,0.00004181181,0.00028002483,0.99331546,0.00081990333,0.0009875437,0.00008731389,0.0032711388],"study_design_scores_gemma":[0.00008524886,0.00000938708,0.00082158914,0.00016578149,0.0000035999763,0.000010995211,0.00061921414,0.9964932,0.00046979115,0.000012593685,0.0011560062,0.00015258935],"about_ca_topic_score_codex":0.00012201176,"about_ca_topic_score_gemma":0.00018418542,"teacher_disagreement_score":0.0031777308,"about_ca_system_score_codex":0.00013934432,"about_ca_system_score_gemma":0.000012315359,"threshold_uncertainty_score":0.5761077},"labels":[],"label_agreement":null},{"id":"W4379017229","doi":"10.18280/ijsse.130214","title":"SLDEB: Design of a Secure and Lightweight Dynamic Encryption Bio-Inspired Model for IoT Networks","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Encryption; Internet of Things; Computer science; Computer security; Embedded system","score_opus":0.009325305646217976,"score_gpt":0.22166802841341304,"score_spread":0.21234272276719507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379017229","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03024266,0.0020936672,0.96693873,0.00026158235,0.000279518,0.00010380759,0.000012189556,0.000053227188,0.000014642706],"genre_scores_gemma":[0.98346925,0.007565641,0.008829409,0.000018056287,0.00007053169,0.0000028935265,0.000015827714,0.000020289559,0.000008096536],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927795,0.000013982653,0.00036978076,0.00007023209,0.0001499864,0.00011804377],"domain_scores_gemma":[0.99950933,0.00012784054,0.000088967696,0.00007766864,0.00013357174,0.000062625935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032342106,0.000108543136,0.00018040455,0.00021774821,0.000028171065,0.000022540293,0.00017496967,0.00009411462,0.000002477523],"category_scores_gemma":[0.00003278394,0.000109835746,0.00006543005,0.00012023269,0.000017423597,0.00009840341,0.000038757713,0.00017768961,2.3280484e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076187614,0.000008792579,0.000020525496,0.000041368028,0.00013068083,0.000004306484,0.0004891123,0.991378,0.0034909796,0.0017398081,0.000060703795,0.0025595361],"study_design_scores_gemma":[0.0005454762,0.00003156776,0.00028553072,0.0001487658,0.00001833967,0.000034314555,0.000017670913,0.99714774,0.00027316657,0.0006546906,0.00074157264,0.00010119402],"about_ca_topic_score_codex":7.1528734e-7,"about_ca_topic_score_gemma":0.0000022028476,"teacher_disagreement_score":0.9581093,"about_ca_system_score_codex":0.000037399263,"about_ca_system_score_gemma":0.000014728778,"threshold_uncertainty_score":0.44789717},"labels":[],"label_agreement":null},{"id":"W4383890152","doi":"10.1109/mcom.003.2300078","title":"Multi-Band Wireless Networks: Architectures, Challenges, and Comparative Analysis","year":2023,"lang":"en","type":"article","venue":"IEEE Communications Magazine","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science; Computer network; Physical layer; Wireless; Visible light communication; Transmission (telecommunications); PHY; Software deployment; Telecommunications; Electrical engineering","score_opus":0.07212906204483853,"score_gpt":0.2927066185100774,"score_spread":0.22057755646523886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383890152","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18372603,0.44875434,0.22870892,0.0075171366,0.0012030116,0.002781271,0.00015798227,0.00839035,0.11876096],"genre_scores_gemma":[0.9374549,0.0580157,0.0038702611,0.00004890315,0.000032525182,0.00009952582,0.00021378434,0.000022224329,0.00024221628],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99893045,0.00021969277,0.0002971478,0.00018762398,0.00010976154,0.0002553426],"domain_scores_gemma":[0.9972041,0.00030333642,0.000053674405,0.0022639725,0.00006280006,0.000112064175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027727522,0.00019542628,0.00033529644,0.00038749346,0.00020051797,0.00004149067,0.00083973346,0.000099069475,0.000012368189],"category_scores_gemma":[0.000009369607,0.00020529599,0.00009509735,0.0013276292,0.00017601905,0.000043908443,0.00018815228,0.00039032602,0.00008885129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026507409,0.00027906275,0.0008651311,0.00009592323,0.003005387,0.00000958681,0.0046033068,0.8790452,0.005530095,0.0046565896,0.012091112,0.08979212],"study_design_scores_gemma":[0.00034974873,0.000011626335,0.020715779,0.00002365938,0.00015450668,0.0000037499512,0.000075048454,0.93713474,0.000074151794,0.000048151953,0.041170474,0.00023836356],"about_ca_topic_score_codex":0.000007912908,"about_ca_topic_score_gemma":0.0012099019,"teacher_disagreement_score":0.7537288,"about_ca_system_score_codex":0.000027355614,"about_ca_system_score_gemma":0.000008098454,"threshold_uncertainty_score":0.83717275},"labels":[],"label_agreement":null},{"id":"W4384949539","doi":"10.53555/sfs.v10i1.1280","title":"https://sifisheriessciences.com/index.php/journal/article/view/1280","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Biosensor; Biomolecule; Computer science; Nanotechnology; Analyte; Biochemical engineering; Chemistry; Engineering; Materials science","score_opus":0.14588290840325913,"score_gpt":0.2741422231882005,"score_spread":0.12825931478494135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384949539","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":[0.9852638,0.0017947066,0.0019768183,0.0018464865,0.0025762513,0.00009868336,0.000003069217,0.00009290338,0.006347268],"genre_scores_gemma":[0.9968279,0.0020911067,0.0006135947,0.00012194334,0.00009235692,0.0000024931412,0.0000011709917,0.000016131718,0.00023330837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974684,0.00037035963,0.0008136118,0.00013881525,0.00073211547,0.0004766847],"domain_scores_gemma":[0.9987428,0.0003829343,0.00024783978,0.00024432418,0.0002028522,0.00017921958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071343426,0.00016629472,0.0003365529,0.000461299,0.00028829894,0.00042274842,0.001247088,0.000090183144,0.00021623274],"category_scores_gemma":[0.00048573027,0.00013598539,0.000109509296,0.0033116671,0.0005117211,0.0010362192,0.00010049838,0.00057915575,0.000030324183],"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":[0.000033189783,0.000062766936,0.88180685,0.000025610645,0.00003851925,0.00012949735,0.0015666392,0.046485398,0.0007746614,0.000070681956,0.05348051,0.015525684],"study_design_scores_gemma":[0.00085727073,0.0003110891,0.9024795,0.00021491101,0.000012681791,0.000304719,0.0023148009,0.035392154,0.0006396708,0.0012301903,0.055691034,0.00055195997],"about_ca_topic_score_codex":0.00005120736,"about_ca_topic_score_gemma":0.00033512135,"teacher_disagreement_score":0.020672679,"about_ca_system_score_codex":0.00007978245,"about_ca_system_score_gemma":0.00016422498,"threshold_uncertainty_score":0.55453235},"labels":[],"label_agreement":null},{"id":"W4385212423","doi":"10.32920/23737455.v1","title":"A Brief Review on Challenges in Design and Development of Nanorobots for Medical Applications","year":2023,"lang":"en","type":"review","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cogmation Robotics (Canada); Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanorobotics; Systems engineering; Robot; Medical robotics; Robotics; Computer science; Nanotechnology; Field (mathematics); Engineering; Artificial intelligence; Materials science","score_opus":0.2285159275417376,"score_gpt":0.3687991519491427,"score_spread":0.1402832244074051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385212423","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":[1.3854345e-9,0.8943433,0.10325464,0.000050099945,0.000015438962,0.0017050381,0.0000013288002,0.00006464488,0.00056546705],"genre_scores_gemma":[8.820486e-8,0.97805774,0.01887098,0.000030640334,0.000009502363,0.0029071858,0.000046938276,0.000039522667,0.000037417813],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897707,0.00007438983,0.00056491484,0.000149889,0.00012326526,0.0001104494],"domain_scores_gemma":[0.99905986,0.00047483333,0.000060395047,0.00033184193,0.000016495476,0.00005658454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069899304,0.00016030128,0.0007540983,0.00010455021,0.000016712931,0.0000030911053,0.00024302005,0.00017898956,0.000017864188],"category_scores_gemma":[0.000049270868,0.00013223234,0.000067028624,0.0001803136,0.000013024584,0.0000070260085,0.00005058541,0.00014714645,0.000015567923],"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":[2.1974338e-7,0.00001050279,3.3193128e-9,0.062709615,0.00003768363,2.5988737e-7,0.000009338759,0.000011317178,1.8475506e-8,0.0008778487,0.0005580353,0.9357852],"study_design_scores_gemma":[0.000063527616,0.000005812018,1.5615308e-7,0.058907334,0.00003438164,0.0000023227758,0.000001244772,0.00029209696,6.4587175e-7,0.000012998406,0.9405634,0.00011612658],"about_ca_topic_score_codex":2.9910402e-7,"about_ca_topic_score_gemma":0.000016596838,"teacher_disagreement_score":0.9400053,"about_ca_system_score_codex":0.000031621003,"about_ca_system_score_gemma":0.000117157775,"threshold_uncertainty_score":0.53922784},"labels":[],"label_agreement":null},{"id":"W4385220235","doi":"10.32920/23737455","title":"A Brief Review on Challenges in Design and Development of Nanorobots for Medical Applications","year":2023,"lang":"en","type":"review","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cogmation Robotics (Canada); Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanorobotics; Medical robotics; Robot; Systems engineering; Robotics; Computer science; Field (mathematics); Nanotechnology; Engineering; Artificial intelligence; Materials science","score_opus":0.2285159275417376,"score_gpt":0.3687991519491427,"score_spread":0.1402832244074051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385220235","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":[1.3854345e-9,0.8943433,0.10325464,0.000050099945,0.000015438962,0.0017050381,0.0000013288002,0.00006464488,0.00056546705],"genre_scores_gemma":[8.820486e-8,0.97805774,0.01887098,0.000030640334,0.000009502363,0.0029071858,0.000046938276,0.000039522667,0.000037417813],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897707,0.00007438983,0.00056491484,0.000149889,0.00012326526,0.0001104494],"domain_scores_gemma":[0.99905986,0.00047483333,0.000060395047,0.00033184193,0.000016495476,0.00005658454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069899304,0.00016030128,0.0007540983,0.00010455021,0.000016712931,0.0000030911053,0.00024302005,0.00017898956,0.000017864188],"category_scores_gemma":[0.000049270868,0.00013223234,0.000067028624,0.0001803136,0.000013024584,0.0000070260085,0.00005058541,0.00014714645,0.000015567923],"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":[2.1974338e-7,0.00001050279,3.3193128e-9,0.062709615,0.00003768363,2.5988737e-7,0.000009338759,0.000011317178,1.8475506e-8,0.0008778487,0.0005580353,0.9357852],"study_design_scores_gemma":[0.000063527616,0.000005812018,1.5615308e-7,0.058907334,0.00003438164,0.0000023227758,0.000001244772,0.00029209696,6.4587175e-7,0.000012998406,0.9405634,0.00011612658],"about_ca_topic_score_codex":2.9910402e-7,"about_ca_topic_score_gemma":0.000016596838,"teacher_disagreement_score":0.9400053,"about_ca_system_score_codex":0.000031621003,"about_ca_system_score_gemma":0.000117157775,"threshold_uncertainty_score":0.53922784},"labels":[],"label_agreement":null},{"id":"W4385453043","doi":"10.1109/tmbmc.2023.3298429","title":"High-Speed Molecular Communication in Vacuum","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Ion; Molecular communication; Gigabit; Channel (broadcasting); Argon; Molecule; Computational physics; Communications system; Filter (signal processing); Mass spectrometry; Physics; Molecular dynamics; Computer science; Materials science; Atomic physics; Chemical physics; Optics; Telecommunications; Quantum mechanics","score_opus":0.03625011151611184,"score_gpt":0.2644879153999462,"score_spread":0.22823780388383436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385453043","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39678335,0.00318122,0.59482,0.0023504356,0.00016738963,0.00079114904,0.000066378016,0.0009221591,0.0009179134],"genre_scores_gemma":[0.96703315,0.011373592,0.020880288,0.00024914573,0.0000038850935,0.00019631535,0.00015308647,0.000043198004,0.00006733111],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998274,0.00044590904,0.00046962002,0.00029985825,0.00014278243,0.00036781855],"domain_scores_gemma":[0.99743146,0.00023030148,0.00004877271,0.0020764666,0.000059605507,0.00015342198],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033152557,0.00028265073,0.00030796477,0.0003290503,0.00028949222,0.00005105666,0.0009900052,0.0002992176,0.000042213975],"category_scores_gemma":[0.000011711753,0.00027850326,0.0001400919,0.0010102657,0.00029486962,0.00007893277,0.000045358425,0.00073846395,0.00014309115],"study_design_candidate":"simulation_or_modeling","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":[0.00007375655,0.0012710463,0.00030492598,0.000055600907,0.00025175835,0.000039130446,0.0008332545,0.20820858,0.6972566,0.0036875077,0.00025679913,0.087761],"study_design_scores_gemma":[0.003982857,0.00023729065,0.008082928,0.0002719402,0.00009896613,0.000033756507,0.00050962484,0.8849923,0.091864616,0.0023486177,0.0059852106,0.0015918958],"about_ca_topic_score_codex":0.000043865963,"about_ca_topic_score_gemma":0.00017195023,"teacher_disagreement_score":0.67678374,"about_ca_system_score_codex":0.000059298327,"about_ca_system_score_gemma":0.000013700849,"threshold_uncertainty_score":0.99996674},"labels":[],"label_agreement":null},{"id":"W4385486134","doi":"10.1109/tnse.2023.3301402","title":"A Quantum-Inspired Sensor Consolidation Measurement Approach for Cyber-Physical Systems","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Network Science and Engineering","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Computer science; Scalability; Node (physics); Distributed computing; Real-time computing; Computer network; Engineering","score_opus":0.0330769608544508,"score_gpt":0.2292855689021431,"score_spread":0.1962086080476923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385486134","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01988789,0.00016206583,0.9780337,0.000024476518,0.0006521317,0.00038685836,0.000005149579,0.0006164595,0.0002312713],"genre_scores_gemma":[0.99751997,0.00015767633,0.0019334167,0.000013138498,0.00010729575,0.00022074125,0.0000037006148,0.000028036227,0.000016040563],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988936,0.000012575807,0.00016204338,0.00020704666,0.00034994155,0.00037474907],"domain_scores_gemma":[0.99944806,0.00006256955,0.000016644874,0.00025745187,0.00010141676,0.000113883674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064534316,0.00014321458,0.0001521474,0.00018011026,0.00027574803,0.0000964466,0.00015956258,0.000051593637,6.318439e-7],"category_scores_gemma":[0.000009151647,0.00014740303,0.000047615955,0.0010748762,0.00005607974,0.00013345867,0.0000020147806,0.00014631014,0.000006773476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042552124,0.000012207885,6.147847e-7,0.00004732928,0.000018167853,3.5453425e-7,0.00008857952,0.9845817,0.012154533,0.0003690855,0.00025194773,0.002471195],"study_design_scores_gemma":[0.0001932243,0.000028203225,0.000035261794,0.000047630576,0.000016975344,0.0000041590133,0.000045072993,0.9962252,0.0016707581,0.000006194763,0.0015613695,0.00016594262],"about_ca_topic_score_codex":0.000003458821,"about_ca_topic_score_gemma":9.600166e-7,"teacher_disagreement_score":0.97763205,"about_ca_system_score_codex":0.000094660325,"about_ca_system_score_gemma":0.000032379958,"threshold_uncertainty_score":0.6010921},"labels":[],"label_agreement":null},{"id":"W4385521771","doi":"10.1109/jiot.2023.3301033","title":"Cooperative Resource Management in Quantum Key Distribution (QKD) Networks for Semantic Communication","year":2023,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":26,"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 Waterloo","funders":"Guangdong Provincial Pearl River Talents Program; National Natural Science Foundation of China; DSO National Laboratories - Singapore; Nanyang Technological University; National Research Foundation Singapore","keywords":"Computer science; Quantum key distribution; Computer network; Key (lock); Resource management (computing); Key management; Telecommunications; Quantum; Computer security","score_opus":0.015710707429640546,"score_gpt":0.25110156232531905,"score_spread":0.23539085489567851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385521771","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16708261,0.001445339,0.8279338,0.00053088117,0.0005502292,0.0004533234,0.000005551,0.00018007508,0.0018181831],"genre_scores_gemma":[0.9972656,0.0013988831,0.00087279856,0.00006505264,0.00003508083,0.000024443216,0.00008964928,0.000024552483,0.00022396326],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901545,0.00010845514,0.00044567508,0.00008587979,0.00013505647,0.00020951091],"domain_scores_gemma":[0.9993773,0.00010580503,0.0001045801,0.0002917746,0.00007287991,0.000047640715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008065692,0.00011269765,0.00017546826,0.00014006253,0.00006168989,0.00006343614,0.0004816465,0.000081015474,0.000010946133],"category_scores_gemma":[0.000025925987,0.00011477167,0.00008563287,0.00030108634,0.000035024612,0.00014036102,0.00007446765,0.00040506662,0.000007964717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115068695,0.00006182087,0.0001323091,0.00010009751,0.0002351081,0.000016633427,0.0023852242,0.9066737,0.0006745609,0.005255403,0.071622536,0.012727509],"study_design_scores_gemma":[0.0005565005,0.000039888862,0.00033907406,0.00038081536,0.000019347572,0.00001725012,0.00023037031,0.98551315,0.0007497151,0.00039803333,0.0116387075,0.00011717547],"about_ca_topic_score_codex":0.000013897877,"about_ca_topic_score_gemma":0.0000129885875,"teacher_disagreement_score":0.83018297,"about_ca_system_score_codex":0.00010100893,"about_ca_system_score_gemma":0.000005520939,"threshold_uncertainty_score":0.4680253},"labels":[],"label_agreement":null},{"id":"W4385955490","doi":"10.1038/s41563-023-01630-0","title":"The exit of nanoparticles from solid tumours","year":2023,"lang":"en","type":"article","venue":"Nature Materials","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Canada Research Chairs; Government of Canada","keywords":"Lymphatic system; Nanoparticle; Mechanism (biology); Nanotechnology; Materials science; Biophysics; Biomedical engineering; Medicine; Pathology; Biology; Physics","score_opus":0.00731735865377469,"score_gpt":0.24075661320364158,"score_spread":0.2334392545498669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385955490","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":[0.9960193,0.0017879416,0.000019814353,0.00023844073,0.0007862151,0.00007486336,0.000029776575,0.00021305466,0.0008305899],"genre_scores_gemma":[0.9987889,0.0008712648,0.00011566795,0.000037776623,0.000072571514,0.000011291812,0.000032272197,0.000016290187,0.000053958694],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953175,0.00004775212,0.0001563005,0.00005327727,0.00009000768,0.00012088776],"domain_scores_gemma":[0.9995233,0.00009082558,0.000027195996,0.00031975753,0.000018725608,0.000020210071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019036075,0.000060197126,0.00010190577,0.000035594847,0.00004746259,0.000033245786,0.00022833244,0.000105437095,0.000076070886],"category_scores_gemma":[0.000036906953,0.000043263226,0.000023268976,0.00020992405,0.000023568922,0.000019476398,0.00005055398,0.0000918913,0.00008233782],"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":[0.000006780897,0.0000022348977,0.000017423765,0.0000061097253,0.000017792332,0.000001342493,0.000047986574,0.00034324714,0.98427653,0.0007835624,0.013932392,0.00056459685],"study_design_scores_gemma":[0.00008716927,0.0000037585303,0.0028654842,0.000018430683,0.000006475706,3.8727373e-7,0.000020039046,0.0004883331,0.9808667,0.0010486189,0.014539178,0.000055447603],"about_ca_topic_score_codex":0.0000064178034,"about_ca_topic_score_gemma":0.000008253875,"teacher_disagreement_score":0.0034098541,"about_ca_system_score_codex":0.000004472131,"about_ca_system_score_gemma":0.0000035503988,"threshold_uncertainty_score":0.17642231},"labels":[],"label_agreement":null},{"id":"W4386237204","doi":"10.53375/icmame.2023.51","title":"Swarm of Nanobots in Medical Applications: a Future Horizon","year":2023,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Swarm behaviour; Computer science; Context (archaeology); Artificial intelligence; Biology","score_opus":0.006682360944080743,"score_gpt":0.23722598026611746,"score_spread":0.2305436193220367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386237204","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26358142,0.01585173,0.3446389,0.009454002,0.0014028361,0.0024896602,0.000015238546,0.0052139675,0.35735226],"genre_scores_gemma":[0.99597466,0.0027656374,0.00087406364,0.000048475693,0.00006254638,0.00009357759,0.000017976394,0.000012763886,0.00015032686],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958986,0.000014010186,0.0001391044,0.000051666077,0.000121009,0.00008436203],"domain_scores_gemma":[0.9996668,0.00003284805,0.000008388107,0.00024454462,0.000010217896,0.000037179885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013328607,0.000042027,0.00007164795,0.00008451978,0.000008740106,0.0000025621239,0.00017339838,0.00008143128,0.00012513256],"category_scores_gemma":[0.000009207068,0.00003993325,0.000021250424,0.0005790606,0.000011191519,0.00001462501,0.000034265824,0.00010013904,0.000078599245],"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":[0.000012780414,0.00015234259,0.0015044058,0.00029336376,0.00007703621,0.00002501159,0.0005399995,0.026018122,0.0073304377,0.0868322,0.053877354,0.82333696],"study_design_scores_gemma":[0.0009027691,0.00004721618,0.0067075407,0.00015086262,0.000009096096,0.0000092860055,0.0003896966,0.37531865,0.009600822,0.0014608102,0.6049975,0.00040572553],"about_ca_topic_score_codex":0.0000056736294,"about_ca_topic_score_gemma":0.000056464774,"teacher_disagreement_score":0.82293123,"about_ca_system_score_codex":0.000009070134,"about_ca_system_score_gemma":0.00001048488,"threshold_uncertainty_score":0.16284306},"labels":[],"label_agreement":null},{"id":"W4386691183","doi":"10.1145/3576781.3608721","title":"Designing a Light-based Communication System with a Biomolecular Receiver","year":2023,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science; Communications system; Context (archaeology); Encoding (memory); Modulation (music); Systems design; Electronic engineering; Artificial intelligence; Telecommunications; Engineering; Physics","score_opus":0.010747871755356518,"score_gpt":0.19942918846655266,"score_spread":0.18868131671119615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386691183","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064981305,0.0006102545,0.94426864,0.0003624723,0.000044749486,0.00028804905,9.4547335e-7,0.0032108864,0.04471587],"genre_scores_gemma":[0.98220676,0.000046888254,0.01741267,0.00006467828,0.000005939006,0.0000606372,0.00003932432,0.0000375211,0.00012555998],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994212,0.00008365409,0.0001291872,0.00009100638,0.000117046766,0.00015791578],"domain_scores_gemma":[0.99913096,0.00004513498,0.00002008416,0.00071460207,0.00003785378,0.00005138906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001880039,0.00009964967,0.00009808808,0.00012852161,0.00008943352,0.000036650712,0.00025326805,0.000057305395,0.000020208669],"category_scores_gemma":[0.0000044926596,0.00008680542,0.00003183179,0.00068916765,0.000015557483,0.00004141179,0.000029991916,0.000102155944,0.00020901105],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008939369,0.00007619012,0.00063153554,0.0005896751,0.0004254825,0.00013818678,0.0011096642,0.55832183,0.37005764,0.01796578,0.0381874,0.012407231],"study_design_scores_gemma":[0.00056608155,0.000029835961,0.00015796488,0.00024898266,0.000020080195,0.00000796691,0.00024562428,0.93021417,0.05511853,0.000009106462,0.013119838,0.000261847],"about_ca_topic_score_codex":0.000012616174,"about_ca_topic_score_gemma":0.000016720165,"teacher_disagreement_score":0.97570866,"about_ca_system_score_codex":0.000046027068,"about_ca_system_score_gemma":0.0000132438745,"threshold_uncertainty_score":0.35398224},"labels":[],"label_agreement":null},{"id":"W4386803901","doi":"10.61450/joci.v1i7.57","title":"Investigating the effect of Taheri Consciousness Field A on the Behavior of Biomimetic Micellar Supramolecular Models","year":2022,"lang":"en","type":"article","venue":"The Scientific Journal of Cosmointel","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Directorate for Biological Sciences; Kharazmi University","keywords":"Supramolecular chemistry; Chemistry; Micelle; Biological system; Nanotechnology; Molecule; Organic chemistry; Biology; Materials science; Aqueous solution","score_opus":0.01506913382514996,"score_gpt":0.225724727380035,"score_spread":0.21065559355488503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386803901","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":[0.992288,0.0017158325,0.0037979991,0.0006665873,0.0006135646,0.0003608585,0.0000057270427,0.0000094752095,0.00054193323],"genre_scores_gemma":[0.9996756,0.000017284425,0.0001099017,0.00009521867,0.0000126115465,0.000020179063,0.000001150086,0.000014589956,0.00005349983],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981272,0.0006862506,0.00044881317,0.00007421667,0.0005216085,0.00014190763],"domain_scores_gemma":[0.9979316,0.0009313544,0.0002997008,0.0006920899,0.00010853925,0.000036688063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037218314,0.00010431163,0.00020320785,0.00010058992,0.00032199308,0.00004915003,0.0011997528,0.000025706928,0.00008384624],"category_scores_gemma":[0.0001775111,0.000053082043,0.0001960852,0.0005207154,0.0003478552,0.00003291089,0.0001627452,0.0005340119,0.0000016831613],"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":[0.000103100094,0.00010434147,0.000201602,0.00007588684,0.00024534616,0.000011640361,0.0037290165,0.35228392,0.6203938,0.0028658856,0.011478888,0.008506591],"study_design_scores_gemma":[0.0009088678,0.0009867419,0.000066692126,0.0002626926,0.0003561937,0.00020317658,0.0015564344,0.19242336,0.79666215,0.0029215752,0.0034281553,0.00022395466],"about_ca_topic_score_codex":0.000008312531,"about_ca_topic_score_gemma":0.0000023868433,"teacher_disagreement_score":0.17626837,"about_ca_system_score_codex":0.000026214868,"about_ca_system_score_gemma":0.000045491655,"threshold_uncertainty_score":0.2476543},"labels":[],"label_agreement":null},{"id":"W4387872712","doi":"10.1109/icc45041.2023.10279354","title":"The Impact of Slow Fading on THz-Induced Protein Interactions","year":2023,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Randomness; Fading; Terahertz radiation; Selectivity; Channel (broadcasting); Biological system; Population; Work (physics); SIGNAL (programming language); Metric (unit); Modulation (music); Physics; Chemical physics; Statistical physics; Computer science; Chemistry; Optoelectronics; Telecommunications; Acoustics; Mathematics; Engineering; Biology; Quantum mechanics","score_opus":0.028461829044344283,"score_gpt":0.2963642082368288,"score_spread":0.2679023791924845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387872712","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":[0.904622,0.0000370514,0.0026338669,0.00021891747,0.0001231796,0.00023058707,0.0000011448981,0.0003893091,0.091743916],"genre_scores_gemma":[0.9989426,0.000029827856,0.000052045154,0.0000047659114,0.000013251349,0.00002288261,0.0000031092945,0.000011031642,0.00092048134],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970996,0.000022054173,0.00009113333,0.000035389356,0.000049213893,0.00009225932],"domain_scores_gemma":[0.9995904,0.00007533741,0.0000132786,0.00028717727,0.000013187332,0.000020619447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009056407,0.000047624046,0.000046869653,0.000047127243,0.000060170965,0.000015305703,0.00012509669,0.000019366746,0.00005594788],"category_scores_gemma":[0.00002198198,0.000030303867,0.00006231809,0.00023974643,0.000005827217,0.000023709998,0.000022277762,0.00011277674,0.000094641306],"study_design_candidate":"simulation_or_modeling","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":[0.000021687601,0.000036328536,0.00012931561,0.0000144077,0.00022985488,0.0000021107767,0.00043294614,0.15319197,0.7384231,0.008217176,0.02935791,0.06994321],"study_design_scores_gemma":[0.00031268326,0.000108513865,0.0068616522,0.00010909009,0.0000066597736,0.000002581461,0.00018936767,0.85252196,0.13189879,0.00063760026,0.0071372986,0.00021380081],"about_ca_topic_score_codex":0.00002630045,"about_ca_topic_score_gemma":0.00001236153,"teacher_disagreement_score":0.69933,"about_ca_system_score_codex":0.000025838013,"about_ca_system_score_gemma":0.0000058261157,"threshold_uncertainty_score":0.12357558},"labels":[],"label_agreement":null},{"id":"W4387954057","doi":"10.1145/3616388.3625543","title":"Quantum Leap: Exploring the Potential of Quantum Machine Learning for Communication Networks","year":2023,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Quantum key distribution; Standardization; Quantum information science; Transformative learning; Key (lock); Quantum; Artificial intelligence; Computer security","score_opus":0.03605973060378577,"score_gpt":0.24096883090302543,"score_spread":0.20490910029923964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387954057","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.067720935,0.0031241907,0.92543054,0.0006257565,0.00044239318,0.0004260679,0.000002621429,0.00090926857,0.0013182268],"genre_scores_gemma":[0.9945008,0.004413646,0.0005478369,0.00002628915,0.00004157694,0.00011518441,0.00012038516,0.00004064586,0.00019361016],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992401,0.00009773566,0.00026710547,0.00008429016,0.00010419947,0.00020654494],"domain_scores_gemma":[0.9990326,0.0002457095,0.000049344813,0.00059386477,0.000047081678,0.000031385007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005002341,0.00010451236,0.00013777635,0.00007288812,0.00020373594,0.000026215715,0.00043770677,0.000052376377,0.000026212469],"category_scores_gemma":[0.000037995545,0.00008472413,0.00009924854,0.00036481197,0.000037783007,0.00007688234,0.00012927137,0.00027535929,0.000014361018],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012052339,0.000008047928,0.00007724888,0.000022697493,0.000042811957,2.740256e-7,0.00014173811,0.97365814,0.0014557188,0.013215282,0.0016578027,0.009708189],"study_design_scores_gemma":[0.00020963511,0.000019345229,0.0007039472,0.00002443204,0.000015073129,0.0000011951399,0.00018997838,0.9865368,0.00040221395,0.00034901363,0.011450978,0.00009740135],"about_ca_topic_score_codex":0.000034861758,"about_ca_topic_score_gemma":0.000023912347,"teacher_disagreement_score":0.92677987,"about_ca_system_score_codex":0.000013119138,"about_ca_system_score_gemma":0.0000050889157,"threshold_uncertainty_score":0.345495},"labels":[],"label_agreement":null},{"id":"W4389580432","doi":"10.59400/nmm.v3i2.244","title":"Nano drug delivery-benefits, limitations and future perspective","year":2023,"lang":"en","type":"article","venue":"Nano and Medical Materials","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Nanocarriers; Nanotechnology; Drug delivery; Healthcare delivery; Applications of nanotechnology; Risk analysis (engineering); Computer science; Engineering ethics; Medicine; Engineering; Health care; Materials science; Political science","score_opus":0.013676212323552582,"score_gpt":0.22947468933487378,"score_spread":0.21579847701132118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389580432","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":[0.9854028,0.0075628925,0.00004066006,0.0032367192,0.00073593215,0.00014274433,0.000024838073,0.00033202447,0.0025213808],"genre_scores_gemma":[0.95610905,0.042948898,0.00020279575,0.00024732234,0.00027704512,0.000026687743,0.000035494966,0.000018807696,0.00013389396],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993923,0.000048718117,0.00013884131,0.000112777634,0.00014493256,0.00016245035],"domain_scores_gemma":[0.99958116,0.000079708836,0.000014301262,0.00013948788,0.00003316954,0.0001521551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023474703,0.000090470574,0.00013762942,0.000060917188,0.000082613384,0.000039544797,0.00008701409,0.00011497483,0.00021801297],"category_scores_gemma":[0.000044060784,0.00007961306,0.000015965796,0.00014127008,0.00004754516,0.000042645104,0.000065751716,0.00006889401,0.000044292086],"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":[0.00007226415,0.00008447446,0.00010435763,0.0003475587,0.00029412974,0.000066894456,0.009162964,0.00009341987,0.34712294,0.128427,0.08001117,0.43421283],"study_design_scores_gemma":[0.0035525956,0.0001261343,0.014886777,0.000521442,0.00014925539,0.00011619804,0.006369912,0.004208306,0.09660964,0.0043400093,0.8678348,0.001284927],"about_ca_topic_score_codex":0.000025390496,"about_ca_topic_score_gemma":0.00003193822,"teacher_disagreement_score":0.7878236,"about_ca_system_score_codex":0.0000132331,"about_ca_system_score_gemma":0.000017319979,"threshold_uncertainty_score":0.32465267},"labels":[],"label_agreement":null},{"id":"W4390693491","doi":"10.1109/tbcas.2023.3347868","title":"Guest Editorial Selected Papers From the 2023 IEEE International Solid-State Circuits Conference","year":2023,"lang":"en","type":"editorial","venue":"IEEE Transactions on Biomedical Circuits and Systems","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Solid-state; Electronic circuit; State (computer science); Computer science; Special section; Library science; Electrical engineering; Telecommunications; Engineering; Engineering physics; Algorithm","score_opus":0.020258839348539285,"score_gpt":0.2532508817874399,"score_spread":0.2329920424389006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390693491","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":[0.000069304595,0.0003782082,0.038289502,0.00010989397,0.95712626,0.00041478485,0.002583664,0.00050671096,0.0005216609],"genre_scores_gemma":[0.10219698,0.004430563,0.0000021348123,0.00002311542,0.8906638,0.00024205523,0.0011300034,0.00013872648,0.0011726121],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963003,0.00027039272,0.00079967326,0.00055645907,0.001578305,0.0004948837],"domain_scores_gemma":[0.9965143,0.0019454545,0.00015201866,0.00068979774,0.00036676603,0.00033166236],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00054317684,0.0005043223,0.0006088673,0.00021729013,0.00031497405,0.00038922194,0.0009544224,0.001302605,0.00009148957],"category_scores_gemma":[0.000113156064,0.0004144208,0.00016577395,0.0006135037,0.00023049777,0.00008218568,0.0000066129937,0.0020674604,0.00018835357],"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":[0.000009942235,0.00004766865,3.5764248e-7,0.00006544262,0.0005348312,0.000013760525,0.0002217031,0.0012392922,0.0021200834,0.000002157118,0.99111354,0.0046312283],"study_design_scores_gemma":[0.00085351523,0.000066101544,0.0000068795766,0.00050548953,0.00010762841,0.0000033723982,0.00006248383,0.009329199,0.00009256168,0.000006601313,0.9884936,0.00047253515],"about_ca_topic_score_codex":0.0004951513,"about_ca_topic_score_gemma":0.00032859575,"teacher_disagreement_score":0.10212767,"about_ca_system_score_codex":0.00017620511,"about_ca_system_score_gemma":0.00024104585,"threshold_uncertainty_score":0.9999939},"labels":[],"label_agreement":null},{"id":"W4391508887","doi":"10.1016/j.pbiomolbio.2024.02.001","title":"Why death and aging ? All memories are imperfect","year":2024,"lang":"en","type":"review","venue":"Progress in Biophysics and Molecular Biology","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":12,"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":"Stressor; Flexibility (engineering); Organism; Imperfect; Process (computing); Computer science; Cellular network; Programmed cell death; Natural (archaeology); Biology; Psychology; Cognitive science; Cognitive psychology; Neuroscience; Ecology; Economics; Apoptosis; Genetics","score_opus":0.022611855527380355,"score_gpt":0.32237265074763277,"score_spread":0.2997607952202524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391508887","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":[0.00015021286,0.9984838,0.0005703663,0.00005950332,0.00018906861,0.00031998684,0.000019259787,0.0001013971,0.00010645052],"genre_scores_gemma":[0.0029818187,0.9958999,0.00059913704,0.00010379095,0.000055355624,0.00015585526,0.00012761036,0.00007313802,0.0000033890115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989336,0.00011545394,0.00027654253,0.00035095864,0.0000457598,0.0002776697],"domain_scores_gemma":[0.99947596,0.000030564068,0.00006236806,0.0003526452,0.000014507594,0.00006394974],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000092566355,0.00037627865,0.0007818988,0.0001586926,0.00002875048,0.00007267492,0.00019964993,0.00031359846,0.000001135476],"category_scores_gemma":[0.0000043968885,0.00031077626,0.00012960256,0.00021167057,0.00013001026,0.000019457468,0.000276692,0.00042909296,0.0000032559708],"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":[0.0000010000316,0.000013912862,0.00005130389,0.006908035,0.00025556647,0.000075582146,0.000037797763,0.0000016681774,0.000038828584,0.0051215985,0.00009331421,0.98740137],"study_design_scores_gemma":[0.000100806465,0.000032504133,0.000002030529,0.003315863,0.00036779552,0.000041773263,0.000005829117,0.0005307963,0.00004846243,0.0012262113,0.99387413,0.0004537922],"about_ca_topic_score_codex":0.0000043020887,"about_ca_topic_score_gemma":0.0000049383143,"teacher_disagreement_score":0.99378085,"about_ca_system_score_codex":0.00002500066,"about_ca_system_score_gemma":0.000015120572,"threshold_uncertainty_score":0.99993443},"labels":[],"label_agreement":null},{"id":"W4391791428","doi":"10.1109/tnb.2024.3365737","title":"Wireless Body Area Nanonetworks via Vascular Molecular Communication","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on NanoBioscience","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":5,"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; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular communication; Interference (communication); Computer science; Channel (broadcasting); Node (physics); Wireless; Transmission (telecommunications); Signal-to-interference-plus-noise ratio; Duplex (building); Noise (video); Electronic engineering; Computer network; Topology (electrical circuits); Telecommunications; Transmitter; Engineering; Physics; Electrical engineering; Artificial intelligence","score_opus":0.007642405485154852,"score_gpt":0.2110979170142512,"score_spread":0.20345551152909636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391791428","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012796123,0.0036426594,0.9791855,0.00015074442,0.00096752634,0.00026340765,0.000008955416,0.0009354929,0.002049571],"genre_scores_gemma":[0.9955816,0.0023419755,0.0015762941,0.00016124324,0.000014711846,0.0000950344,0.000008442251,0.000054610133,0.00016607344],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99856716,0.00010297439,0.00029892076,0.00033960058,0.00032984422,0.00036152115],"domain_scores_gemma":[0.99855924,0.00009925974,0.000022439259,0.0011357394,0.000048387963,0.00013494022],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031187024,0.00024749848,0.000181917,0.0002496234,0.00028886192,0.00017626805,0.0007223535,0.00016921655,0.00011094474],"category_scores_gemma":[0.0000017881458,0.0002534278,0.00019085017,0.0012350002,0.00016994179,0.00026042975,0.0000050536946,0.00050363044,0.00015636912],"study_design_candidate":"simulation_or_modeling","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":[0.000009846983,0.00017844644,0.000003159376,0.00010127116,0.0001605392,0.00003431935,0.00032009676,0.4395861,0.44316578,0.002316752,0.0010752402,0.11304845],"study_design_scores_gemma":[0.00015729877,0.000038352817,0.000014551908,0.0002190727,0.000045525107,0.000023690205,0.0000149078405,0.81968397,0.16956183,0.0001497806,0.009726344,0.0003646968],"about_ca_topic_score_codex":0.000018592495,"about_ca_topic_score_gemma":0.000025252502,"teacher_disagreement_score":0.98278546,"about_ca_system_score_codex":0.00012344804,"about_ca_system_score_gemma":0.000037759244,"threshold_uncertainty_score":0.9999918},"labels":[],"label_agreement":null},{"id":"W4391890925","doi":"10.1088/2058-7058/37/01/27","title":"How networking can bolster diversity in physics","year":2024,"lang":"en","type":"article","venue":"Physics World","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Bolster; Diversity (politics); Physics; Political science; Engineering; Law; Mechanical engineering","score_opus":0.030610333304608675,"score_gpt":0.21739394336333018,"score_spread":0.18678361005872152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391890925","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06910774,0.037228942,0.53780806,0.0073907096,0.011127482,0.0017397286,0.000062337145,0.0057713613,0.32976362],"genre_scores_gemma":[0.99817824,0.00013132575,0.00022939066,0.0001045596,0.000598989,0.0000072385405,0.000017987211,0.000028604027,0.000703638],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999503,0.000021433032,0.00007029306,0.00011663596,0.000098163204,0.00019043521],"domain_scores_gemma":[0.99963915,0.000035523604,0.000008711703,0.00027102805,0.000008819733,0.000036758764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005185444,0.000108475826,0.00010582127,0.00003865022,0.000056498393,0.00011015533,0.00018073582,0.000023848686,0.000005419184],"category_scores_gemma":[7.236597e-7,0.00012073938,0.000060992174,0.0005871736,0.000016113734,0.000106078776,0.0001771903,0.00028253708,0.000016470236],"study_design_candidate":"simulation_or_modeling","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":[0.00000877435,0.00008772912,0.010181719,0.00030562712,0.00023975717,0.000077834135,0.0029390005,0.18810597,0.0012572556,0.060930677,0.028239975,0.7076257],"study_design_scores_gemma":[0.00028425767,0.0000068507793,0.0011288975,0.00033801649,0.00003663587,9.902027e-7,0.00003128709,0.78206384,0.0014417961,0.016066948,0.1980614,0.000539083],"about_ca_topic_score_codex":0.000018205454,"about_ca_topic_score_gemma":0.0002595196,"teacher_disagreement_score":0.92907053,"about_ca_system_score_codex":0.00006584653,"about_ca_system_score_gemma":0.00000689608,"threshold_uncertainty_score":0.4923609},"labels":[],"label_agreement":null},{"id":"W4392158480","doi":"10.1109/globecom54140.2023.10437332","title":"Thermodynamic Energy Cost and Bit Error Rate of Imperfect Transmitters in Molecular Communication","year":2023,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"China Postdoctoral Science Foundation","keywords":"Imperfect; Bit error rate; Bit (key); Computer science; Energy cost; Energy (signal processing); Error detection and correction; Electronic engineering; Telecommunications; Algorithm; Computer network; Engineering; Mathematics; Statistics","score_opus":0.008130239952471483,"score_gpt":0.21662457979056668,"score_spread":0.2084943398380952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392158480","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":[0.94468915,0.0017306815,0.04554478,0.0004942729,0.000027729917,0.00018077425,0.0000028259938,0.00023195271,0.0070978086],"genre_scores_gemma":[0.9971601,0.0022532812,0.0003656884,0.00009857251,0.0000010563168,0.000028043956,0.000032129865,0.000019788402,0.0000413346],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995296,0.000099734345,0.00015476623,0.00006718331,0.00003831701,0.00011040529],"domain_scores_gemma":[0.9995121,0.0000620701,0.000014856441,0.00037477724,0.000009873816,0.000026362604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018196202,0.000073886884,0.00010676692,0.00012732598,0.000015789325,0.000007388013,0.00016002265,0.00005025694,0.00001920885],"category_scores_gemma":[0.0000040442333,0.00007440133,0.000029257697,0.0003484564,0.000030870524,0.000032542186,0.000032828702,0.000078335404,0.0000034271748],"study_design_candidate":"simulation_or_modeling","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":[0.000025097568,0.000041844203,0.0005914358,0.00009549482,0.00009962103,0.000010259092,0.0008124638,0.09749911,0.8233356,0.018089658,0.0005410373,0.05885838],"study_design_scores_gemma":[0.00045221657,0.000011817364,0.0043268264,0.000042487463,0.000007181705,0.0000014046701,0.00006299523,0.9770504,0.016378012,0.00039686958,0.0011379939,0.00013177835],"about_ca_topic_score_codex":0.00011641443,"about_ca_topic_score_gemma":0.0002192414,"teacher_disagreement_score":0.8795513,"about_ca_system_score_codex":0.000016784581,"about_ca_system_score_gemma":0.0000050339895,"threshold_uncertainty_score":0.3033998},"labels":[],"label_agreement":null},{"id":"W4394923616","doi":"10.3390/s24082584","title":"Design of Bio-Optical Transceiver for In Vivo Biomedical Sensor Applications","year":2024,"lang":"en","type":"article","venue":"Sensors","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Ottawa","funders":"","keywords":"Transceiver; Nanodevice; Nanosensor; Computer science; Nanotechnology; Wireless; Materials science; Telecommunications","score_opus":0.016014873901085837,"score_gpt":0.24566563786212225,"score_spread":0.22965076396103642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394923616","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":[0.014434516,0.0010933587,0.98195267,0.00031858147,0.00010364154,0.0005843629,0.000023677001,0.00020991586,0.0012792713],"genre_scores_gemma":[0.97326165,0.00024785768,0.026150916,0.000019323481,0.00004483194,0.00010516611,0.000012578874,0.00003118547,0.00012649184],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994992,0.000022531396,0.00018027541,0.000098209,0.000071721624,0.00012804821],"domain_scores_gemma":[0.99956197,0.0001868096,0.0000058856485,0.00018709352,0.000013693704,0.00004454489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012056107,0.00007094213,0.00010445668,0.00012275485,0.00001254098,0.000008549993,0.00009324865,0.00008867625,0.000044334272],"category_scores_gemma":[0.0000076028673,0.00006960563,0.000052360505,0.0002771769,0.00005269439,0.000014301054,0.0000050628296,0.00009960604,0.000017635874],"study_design_candidate":"simulation_or_modeling","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":[0.000046926307,0.00014768161,0.000015199984,0.00062019733,0.00015865195,0.000018202238,0.0010940545,0.17183006,0.7653661,0.013122136,0.0047336877,0.042847093],"study_design_scores_gemma":[0.0002871633,0.00003044239,0.000027077636,0.00006630714,0.000025091558,0.0000067665305,0.00005014984,0.8639398,0.041492183,0.00028320958,0.0936461,0.00014571422],"about_ca_topic_score_codex":0.0000015247309,"about_ca_topic_score_gemma":0.000001542978,"teacher_disagreement_score":0.95882714,"about_ca_system_score_codex":0.000019597224,"about_ca_system_score_gemma":0.000012955087,"threshold_uncertainty_score":0.28384352},"labels":[],"label_agreement":null},{"id":"W4396605260","doi":"10.1101/2024.04.30.591880","title":"Supervised Machine Learning for Bioelectrical Cellular Networks","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Artificial intelligence; Machine learning; Psychology","score_opus":0.01079446047522113,"score_gpt":0.1982832226516902,"score_spread":0.1874887621764691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396605260","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12247228,0.14335099,0.7177381,0.0004585578,0.00545159,0.002976382,0.00018567897,0.007237976,0.0001284762],"genre_scores_gemma":[0.9897111,0.0024052113,0.006243965,0.00009548642,0.00067718624,0.00044255628,0.000005322748,0.0004032573,0.00001592073],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975904,0.00013642348,0.0005837085,0.00071530027,0.00025264054,0.00072148535],"domain_scores_gemma":[0.9979883,0.00012615869,0.00010264574,0.0013118009,0.0001935998,0.00027752738],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005568734,0.0006533844,0.00060844887,0.0003344062,0.00016806523,0.00031151515,0.0007839518,0.00087654876,0.000047617843],"category_scores_gemma":[0.000085860054,0.0007392683,0.0003526815,0.000688427,0.000054069485,0.000045099423,0.00060026324,0.0023463513,0.00007178336],"study_design_candidate":"simulation_or_modeling","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":[0.00006488271,0.00015074859,0.0005172957,0.0023633428,0.0011530884,0.000107054366,0.000020284631,0.28457078,0.7023848,0.002937383,0.005620912,0.000109362394],"study_design_scores_gemma":[0.00035238883,0.000040305844,0.00013675369,0.00028107432,0.00017737207,1.2871455e-8,4.0135077e-7,0.9172175,0.04838843,0.0000062381964,0.032568563,0.00083094044],"about_ca_topic_score_codex":0.000011842232,"about_ca_topic_score_gemma":0.0000016805345,"teacher_disagreement_score":0.8672388,"about_ca_system_score_codex":0.00024385127,"about_ca_system_score_gemma":0.00013589203,"threshold_uncertainty_score":0.9999553},"labels":[],"label_agreement":null},{"id":"W4396647895","doi":"10.1515/ntrev-2024-0019","title":"Intelligent explainable optical sensing on Internet of nanorobots for disease detection","year":2024,"lang":"en","type":"article","venue":"Nanotechnology Reviews","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"","keywords":"The Internet; Nanorobotics; Computer science; Edge computing; Transparency (behavior); Data science; Enhanced Data Rates for GSM Evolution; Artificial intelligence; Nanotechnology; Computer security; World Wide Web","score_opus":0.027078877497137797,"score_gpt":0.2712881359420298,"score_spread":0.24420925844489197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396647895","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007651003,0.06860678,0.92134994,0.0002731334,0.0005693227,0.00068983843,0.000001886329,0.00048547718,0.00037259448],"genre_scores_gemma":[0.98210233,0.011353078,0.006176123,0.000058207686,0.00002782013,0.0000623762,0.000009743417,0.0000339076,0.0001763874],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927425,0.000032147662,0.0003228544,0.00016205729,0.000049733746,0.00015896354],"domain_scores_gemma":[0.9994087,0.00007998846,0.000027764441,0.00042139212,0.000021553167,0.00004059275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023965587,0.00012526244,0.00023972109,0.00015797197,0.000022597322,0.000013143631,0.00015906722,0.00016445975,0.000014126352],"category_scores_gemma":[0.00011959216,0.00011057027,0.0001369173,0.00024186527,0.00004605838,0.000028988878,0.000042423828,0.00022120088,0.00006178866],"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":[0.000016583357,0.000014999773,0.0000010697355,0.0005061252,0.000028055516,0.0000054973025,0.000027211943,0.0005855094,0.020941755,0.0055050408,0.0013511928,0.97101694],"study_design_scores_gemma":[0.0000726569,0.000075033095,0.0000013924218,0.00069907313,0.000040945,0.000008871684,0.0000049310365,0.19021092,0.20345832,0.0006359659,0.6046646,0.00012726993],"about_ca_topic_score_codex":9.588683e-7,"about_ca_topic_score_gemma":0.0000046923165,"teacher_disagreement_score":0.97445136,"about_ca_system_score_codex":0.000060651917,"about_ca_system_score_gemma":0.000009153189,"threshold_uncertainty_score":0.45089245},"labels":[],"label_agreement":null},{"id":"W4398773977","doi":"10.1002/btm2.10678","title":"Enabling next‐generation therapies: A foreword to a special issue on nanotechnology in medicine","year":2024,"lang":"en","type":"editorial","venue":"Bioengineering & Translational Medicine","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nanotechnology; Medicine; Engineering ethics; Engineering; Materials science","score_opus":0.027134972286668363,"score_gpt":0.27147180000429005,"score_spread":0.2443368277176217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398773977","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":[0.00023274461,0.03410594,0.038552977,0.013720005,0.90750915,0.0011805169,0.00007307649,0.0011673847,0.0034581874],"genre_scores_gemma":[0.01562317,0.003990738,0.0014098636,0.00021767503,0.9766143,0.00022520457,0.0012964993,0.0002437219,0.0003788525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973363,0.000042820095,0.00083458296,0.0005125209,0.00083677465,0.0004369621],"domain_scores_gemma":[0.9986806,0.00047128298,0.0000503077,0.0005731494,0.00010127797,0.00012336374],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049896893,0.0005842765,0.000749629,0.0014989374,0.000052516396,0.000031440442,0.00048722108,0.0009620856,0.0004767648],"category_scores_gemma":[0.00028668577,0.0005307783,0.000090315385,0.0011442831,0.00008724957,0.00007254892,0.000028886265,0.0014683526,0.0000994348],"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":[0.000044702225,0.000018537663,4.3814632e-7,0.00028762026,0.00013123239,0.00003201478,0.0013556731,0.06604252,0.006909055,0.0010831747,0.88602376,0.038071293],"study_design_scores_gemma":[0.0008225718,0.0002311265,0.000004076885,0.002053415,0.00005547531,0.0000029580772,0.000037643884,0.054265007,0.00012941183,0.00017429276,0.94180816,0.00041585203],"about_ca_topic_score_codex":0.000039554558,"about_ca_topic_score_gemma":0.00015898391,"teacher_disagreement_score":0.06910511,"about_ca_system_score_codex":0.00021812487,"about_ca_system_score_gemma":0.0000672933,"threshold_uncertainty_score":0.9997144},"labels":[],"label_agreement":null},{"id":"W4399990477","doi":"10.1109/jiot.2024.3418650","title":"Joint Sensing, Communications, and Computing Design for 6G URLLC Service-Oriented MEC Networks","year":2024,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Engineering and Physical Sciences Research Council; Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Canada Excellence Research Chairs, Government of Canada; Fonds National de la Recherche Luxembourg; Canada Research Chairs; National Research Foundation","keywords":"Computer science; Joint (building); Computer network; Service (business); Telecommunications; Distributed computing; Engineering","score_opus":0.03204258246881422,"score_gpt":0.2575430793620205,"score_spread":0.22550049689320625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399990477","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":[0.008949491,0.0110816425,0.97787505,0.0005075002,0.0009313613,0.00016333816,0.0000010613225,0.00015161667,0.00033895072],"genre_scores_gemma":[0.8923358,0.0011836871,0.10595332,0.00029163226,0.00012314647,0.000001982901,0.0000061531496,0.00004558433,0.00005873393],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895865,0.000110690686,0.0004949251,0.000110505476,0.000121994875,0.00020325782],"domain_scores_gemma":[0.99901986,0.00025014993,0.00011205134,0.0003716117,0.00015444504,0.000091896436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008638105,0.00014958589,0.00021882153,0.00013980849,0.00009448516,0.00017787454,0.0003834276,0.000103150385,0.000009039528],"category_scores_gemma":[0.000023529445,0.0001458941,0.000101227495,0.00016339122,0.00004626283,0.00016196282,0.000119101445,0.00060946686,0.0000027781612],"study_design_candidate":"simulation_or_modeling","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":[0.00020120337,0.00014998706,0.00011331378,0.0012795686,0.0025729882,0.000074542775,0.023790214,0.38919064,0.04404508,0.0069640796,0.11692119,0.4146972],"study_design_scores_gemma":[0.0002334766,0.000047134825,0.000008757352,0.0008310713,0.000047576403,0.0002990221,0.00006798883,0.9822317,0.0025475293,0.0004169176,0.013132599,0.00013622794],"about_ca_topic_score_codex":0.000017328515,"about_ca_topic_score_gemma":0.000005668284,"teacher_disagreement_score":0.88338625,"about_ca_system_score_codex":0.000059221784,"about_ca_system_score_gemma":0.000021201513,"threshold_uncertainty_score":0.5949389},"labels":[],"label_agreement":null},{"id":"W4400188695","doi":"10.1109/tvt.2024.3420245","title":"Cell Switching in HAPS-Aided Networking: How the Obscurity of Traffic Loads Affects the Decision","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Vehicular Technology","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Global Affairs Canada","keywords":"Computer network; Computer science; Engineering","score_opus":0.008557025919657577,"score_gpt":0.20888025229273774,"score_spread":0.20032322637308017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400188695","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42760724,0.010074252,0.5582569,0.002151802,0.0008015142,0.00039430236,0.0000024547192,0.00058521476,0.00012628171],"genre_scores_gemma":[0.9980254,0.0014222892,0.0003545029,0.0000370885,0.000022735976,0.000077225886,0.0000012101063,0.000037882877,0.000021662609],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990667,0.00010121259,0.0002160057,0.00019944075,0.00016474021,0.00025188748],"domain_scores_gemma":[0.99878937,0.0003300676,0.000029079367,0.00080770033,0.000019138384,0.000024628978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003575121,0.00017861738,0.00019542733,0.00033687532,0.00013614476,0.00004672469,0.0005498681,0.0003075009,0.000011182576],"category_scores_gemma":[0.000005445715,0.000121309524,0.00015066256,0.0013120008,0.00009950136,0.000053535496,0.0000055235537,0.0011781845,0.000012093852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010687308,0.000060400984,0.0000043198584,0.000047316185,0.00005865132,0.000021346603,0.00023276033,0.79892105,0.011161041,0.00025280748,0.00040767694,0.18882196],"study_design_scores_gemma":[0.0003420742,0.00006511842,0.000027462871,0.00027523533,0.000059093214,0.00003581622,0.00015094015,0.9335318,0.047714874,0.0004236197,0.01717263,0.00020129708],"about_ca_topic_score_codex":0.000003816875,"about_ca_topic_score_gemma":0.00019154364,"teacher_disagreement_score":0.5704182,"about_ca_system_score_codex":0.000060769114,"about_ca_system_score_gemma":0.000020915466,"threshold_uncertainty_score":0.5118691},"labels":[],"label_agreement":null},{"id":"W4400277534","doi":"10.1109/wcnc57260.2024.10571321","title":"Learning MAC Protocols in HetNets: A Cooperative Multi-Agent Deep Reinforcement Learning Approach","year":2024,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; University of the Fraser Valley","funders":"","keywords":"Reinforcement learning; Computer science; Heterogeneous network; Computer network; Distributed computing; Artificial intelligence; Wireless; Wireless network; Telecommunications","score_opus":0.02551913446794834,"score_gpt":0.27831307001922995,"score_spread":0.2527939355512816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400277534","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009923558,0.0010005136,0.9398444,0.000034008768,0.000051345494,0.0056289146,1.02259314e-7,0.000782504,0.05166583],"genre_scores_gemma":[0.98020065,0.00015584068,0.0077730967,0.000044835437,0.0000236749,0.0071230065,0.00003964562,0.000048581525,0.0045906412],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990573,0.00011545203,0.00027449476,0.00018145826,0.0001295645,0.00024176085],"domain_scores_gemma":[0.99966997,0.000032974145,0.000014379253,0.0002023547,0.000021685748,0.00005864461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027526615,0.00015721127,0.00014793065,0.00012904927,0.000068458925,0.00011872389,0.00015750997,0.00008080313,0.00024381412],"category_scores_gemma":[0.000024464118,0.00014533159,0.00004957148,0.0003601743,0.000016598926,0.00009319536,0.000082608916,0.00067232153,0.00010960687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044400317,0.00001868454,0.00010273653,0.00009383933,0.000030829342,0.000008238209,0.0013835371,0.9883626,0.0008177953,0.00079451065,0.0001354876,0.008247285],"study_design_scores_gemma":[0.000329422,0.000044806326,0.000039769995,0.00012265341,0.0000035180988,0.000003940891,0.00028277742,0.9469103,0.0006101007,0.0000018806395,0.05147776,0.00017305363],"about_ca_topic_score_codex":0.000014175729,"about_ca_topic_score_gemma":0.00002137426,"teacher_disagreement_score":0.97920835,"about_ca_system_score_codex":0.000117770425,"about_ca_system_score_gemma":0.000017473993,"threshold_uncertainty_score":0.59264505},"labels":[],"label_agreement":null},{"id":"W4400646242","doi":"10.1109/tmbmc.2024.3427660","title":"Designing a Light-Based Communication System With a Biomolecular Receiver","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science; Communications system; Telecommunications","score_opus":0.025350584718659665,"score_gpt":0.24089786288593973,"score_spread":0.21554727816728006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400646242","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":[0.0038369216,0.008992157,0.9837022,0.0008280788,0.00007637415,0.00048632378,0.000028625145,0.0008987319,0.0011505979],"genre_scores_gemma":[0.8877195,0.001717581,0.10996606,0.00013353083,0.000004922618,0.00032244006,0.000053221083,0.00005252961,0.000030197742],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984553,0.00042524512,0.00034854226,0.0003375261,0.0001511,0.00028227197],"domain_scores_gemma":[0.99770993,0.0002199202,0.000036684723,0.0017842081,0.00008169974,0.00016756014],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025092988,0.00031297185,0.00025947165,0.00022850074,0.00044227348,0.00014379433,0.00071373815,0.00024667388,0.000021851984],"category_scores_gemma":[0.0000039847255,0.0002544989,0.00014924942,0.00061674905,0.00028715684,0.00008648293,0.000016091584,0.0006428522,0.000055616874],"study_design_candidate":"simulation_or_modeling","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":[0.00013875395,0.0008434128,0.00004135427,0.00034071598,0.00072734867,0.000076760465,0.0008380215,0.08139026,0.8192613,0.0027951044,0.00017798395,0.09336897],"study_design_scores_gemma":[0.00089372613,0.00022111897,0.000059769784,0.00079040707,0.0001477096,0.00007391711,0.00026117644,0.9008771,0.088119574,0.000030280262,0.00787197,0.0006532391],"about_ca_topic_score_codex":0.000017466025,"about_ca_topic_score_gemma":0.00006262588,"teacher_disagreement_score":0.8838826,"about_ca_system_score_codex":0.00009710218,"about_ca_system_score_gemma":0.00003337248,"threshold_uncertainty_score":0.9999907},"labels":[],"label_agreement":null},{"id":"W4400976699","doi":"10.1145/3664476.3670463","title":"Quantum-Resistant and Secure MQTT Communication","year":2024,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"Ministerstvo Vnitra České Republiky","keywords":"MQTT; Computer science; Computer network; Computer security; Internet of Things","score_opus":0.007377366425242649,"score_gpt":0.21235326390537634,"score_spread":0.2049758974801337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400976699","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.101647794,0.31844568,0.11890555,0.004059436,0.00054642156,0.0004983829,0.000009487436,0.0046280017,0.45125926],"genre_scores_gemma":[0.9947523,0.0034043794,0.0013427214,0.000050034694,0.000010053925,0.000007714268,0.00001328188,0.000015324209,0.00040422476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972945,0.000021443639,0.00008363899,0.000055476885,0.00004324661,0.00006670983],"domain_scores_gemma":[0.9995996,0.00004153449,0.0000032133057,0.0003173563,0.000007888158,0.000030423327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008340148,0.00005443888,0.000048341084,0.00003531347,0.00003497747,0.00006344378,0.000101946505,0.000039986207,0.00009702724],"category_scores_gemma":[0.0000029880403,0.000049251506,0.000017389617,0.000104114675,0.00001765782,0.000048965463,0.000038917526,0.00011773428,0.000040047948],"study_design_candidate":"theoretical_or_conceptual","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":[0.000008266921,0.000018838573,0.000057627673,0.00022259068,0.00012865417,0.000010959063,0.0010760076,0.0018740748,0.018750558,0.85975105,0.06952849,0.0485729],"study_design_scores_gemma":[0.00007087423,0.0000081355765,0.0002448461,0.000075214535,0.000010236573,0.0000065915583,0.000056663,0.6564603,0.0005956099,0.0026572398,0.33969176,0.00012250995],"about_ca_topic_score_codex":0.000008316809,"about_ca_topic_score_gemma":0.000037735826,"teacher_disagreement_score":0.8931045,"about_ca_system_score_codex":0.000011646706,"about_ca_system_score_gemma":0.0000039900397,"threshold_uncertainty_score":0.20084181},"labels":[],"label_agreement":null},{"id":"W4401070793","doi":"10.1109/tcomm.2024.3435514","title":"Device-to-Device Communications With Selection-Based Cooperative RIS","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"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","keywords":"Selection (genetic algorithm); Computer science; Electronic engineering; Engineering; Artificial intelligence","score_opus":0.028222871578996365,"score_gpt":0.2770088932361451,"score_spread":0.24878602165714872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401070793","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":[0.0006638077,0.0023832223,0.9708364,0.0058717793,0.00022202951,0.0008201908,0.00010126767,0.0018615007,0.017239798],"genre_scores_gemma":[0.95865816,0.0013988777,0.03734217,0.0007064333,0.000020460551,0.0010176549,0.00007762031,0.00011513229,0.0006634895],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99844974,0.00029889218,0.0004153742,0.00028527397,0.00023732528,0.0003133637],"domain_scores_gemma":[0.99482137,0.00079906895,0.00003214221,0.0038924206,0.00024383735,0.00021115025],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023014058,0.00031995625,0.00024162183,0.0004799107,0.00092084374,0.00023177081,0.0017820725,0.00014443239,0.00020844788],"category_scores_gemma":[0.0000056565327,0.0003202248,0.00013137881,0.0022752916,0.00021376928,0.00021595314,0.000014877356,0.0010899468,0.0007700363],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005622032,0.0007126223,0.000022048933,0.000119861834,0.0007317673,0.000003439623,0.0016098379,0.9227226,0.005447001,0.0044655954,0.006941386,0.057167623],"study_design_scores_gemma":[0.00031565138,0.000108635235,0.00003201173,0.00030158387,0.00013803769,0.00001395217,0.00012175186,0.78427005,0.0058759307,0.00003128122,0.20835203,0.00043909825],"about_ca_topic_score_codex":0.000081373866,"about_ca_topic_score_gemma":0.0025020088,"teacher_disagreement_score":0.95799434,"about_ca_system_score_codex":0.00025660679,"about_ca_system_score_gemma":0.00018896193,"threshold_uncertainty_score":0.99992496},"labels":[],"label_agreement":null},{"id":"W4401414501","doi":"10.1109/twc.2024.3436534","title":"On the Design of Artificial Noise for Physical Layer Security in Visible Light Communication Channels With Clipping","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Wireless Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Japan Society for the Promotion of Science London","keywords":"Artificial noise; Visible light communication; Computer science; Physical layer; Clipping (morphology); Noise (video); Telecommunications; Wireless; Speech recognition; Artificial intelligence; Optics; Physics; Light-emitting diode","score_opus":0.03448547042597391,"score_gpt":0.2692676218149263,"score_spread":0.2347821513889524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401414501","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02873778,0.00065506034,0.9656795,0.002655668,0.00013502876,0.001082976,0.00003616932,0.0002693346,0.00074846],"genre_scores_gemma":[0.9959992,0.0009785872,0.0019758022,0.000064933956,0.000015940052,0.0008671732,0.00001743869,0.00005538412,0.000025549993],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881375,0.00031962467,0.00034348233,0.00016461866,0.00016015932,0.00019837059],"domain_scores_gemma":[0.99592227,0.0017790298,0.000047367237,0.0021304868,0.00007786693,0.00004300907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004190975,0.00018868539,0.00022207056,0.00023450631,0.00031069567,0.00007431272,0.0009374058,0.00009794434,0.000014221209],"category_scores_gemma":[0.0000067915826,0.00015369825,0.00011748871,0.00076079665,0.0001359049,0.00012652557,0.000008491106,0.0006673804,0.00001746323],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014542326,0.00080080534,8.628391e-7,0.00010581845,0.00019255946,6.443223e-7,0.0054617906,0.90202624,0.016901612,0.0571054,0.00047653483,0.016782306],"study_design_scores_gemma":[0.00021680463,0.00011306925,0.0000038032165,0.00048091932,0.0000460267,0.0000017237317,0.00018047355,0.9561382,0.03934191,0.0023372367,0.00095510134,0.00018476315],"about_ca_topic_score_codex":0.000018127083,"about_ca_topic_score_gemma":0.00018172049,"teacher_disagreement_score":0.96726143,"about_ca_system_score_codex":0.0000961956,"about_ca_system_score_gemma":0.000050034494,"threshold_uncertainty_score":0.6267633},"labels":[],"label_agreement":null},{"id":"W4401485960","doi":"10.32388/abfmel","title":"Review of: \"Nano network is a communication network at nano scale between nano devices\"","year":2024,"lang":"en","type":"preprint","venue":"Qeios","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wave Control Systems (Canada)","funders":"","keywords":"Nano-; Nanotechnology; Computer science; Materials science; Composite material","score_opus":0.019689652191877356,"score_gpt":0.26196687969160803,"score_spread":0.24227722749973069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401485960","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":[0.0032968824,0.96081805,0.0019463457,0.0012789259,0.0012580892,0.0016255211,0.00010937552,0.0007760066,0.028890783],"genre_scores_gemma":[0.39141935,0.5821767,0.016857754,0.0032200215,0.0012929541,0.0005705803,0.0021170485,0.00040982442,0.0019358163],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969091,0.0003993144,0.0012348178,0.0005058827,0.00037240935,0.0005784918],"domain_scores_gemma":[0.9951618,0.00021682825,0.00037372208,0.003912852,0.00016379803,0.00017103947],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010090914,0.00058661413,0.0011082953,0.000103416314,0.00018404343,0.00007593061,0.0018493297,0.0006920357,0.0004398779],"category_scores_gemma":[0.000021758819,0.00062439946,0.00053331576,0.00078952656,0.00009838158,0.000048035414,0.0036267634,0.0012883511,0.00048443786],"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":[0.000012513743,0.000040245497,0.0012172096,0.028620286,0.0009588381,0.0000035289422,0.0004430348,0.03260633,0.0002168639,0.0005057017,0.9039462,0.031429242],"study_design_scores_gemma":[0.00023145096,0.000024689743,0.0004144512,0.06976052,0.00074675423,0.000009073477,0.000006450042,0.010214087,0.00060502015,0.00232583,0.9146503,0.0010113264],"about_ca_topic_score_codex":0.000053648462,"about_ca_topic_score_gemma":0.00013855415,"teacher_disagreement_score":0.38812247,"about_ca_system_score_codex":0.0002496515,"about_ca_system_score_gemma":0.00010352328,"threshold_uncertainty_score":0.99962074},"labels":[],"label_agreement":null},{"id":"W4401541339","doi":"10.1109/infocomwkshps61880.2024.10620888","title":"Optimizing Vehicular Networks with Variational Quantum Circuits-Based Reinforcement Learning","year":2024,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Reinforcement learning; Computer science; Electronic circuit; Quantum; Electronic engineering; Artificial intelligence; Electrical engineering; Engineering; Physics; Quantum mechanics","score_opus":0.009800724456923331,"score_gpt":0.2082288824207823,"score_spread":0.19842815796385896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401541339","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038353156,0.0020214026,0.98120564,0.00010924136,0.000148648,0.00011110373,1.574778e-7,0.0007974452,0.015222838],"genre_scores_gemma":[0.99280936,0.000107049585,0.006434992,0.00012894836,0.00006632687,0.00003234067,0.00007472725,0.0000426969,0.00030357763],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929047,0.00003166701,0.0001694273,0.00013201607,0.00017718987,0.00019924458],"domain_scores_gemma":[0.99959373,0.00007285536,0.0000135182,0.00022910988,0.000030444715,0.000060328253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018383675,0.0001288343,0.000097857206,0.00008236879,0.00008470795,0.00011789421,0.00012382807,0.00007148771,0.00032770948],"category_scores_gemma":[0.0000049374316,0.00011289002,0.00005017841,0.00028437222,0.00001434469,0.000077319775,0.000020180076,0.00033398633,0.000035374112],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023141588,0.0000036481986,0.000017374603,0.000025075698,0.00006259813,0.000010654684,0.00004616345,0.9863991,0.00016921779,0.011059935,0.0004398507,0.0017640459],"study_design_scores_gemma":[0.00017134522,0.000029674962,0.000029483497,0.00010032817,0.000019249346,0.000004387165,0.000011910914,0.97774696,0.00013688255,0.000014490204,0.021570643,0.00016466565],"about_ca_topic_score_codex":0.000005168882,"about_ca_topic_score_gemma":0.0000030182318,"teacher_disagreement_score":0.9924258,"about_ca_system_score_codex":0.000061931234,"about_ca_system_score_gemma":0.000033155604,"threshold_uncertainty_score":0.46035212},"labels":[],"label_agreement":null},{"id":"W4401871080","doi":"10.1109/twc.2024.3440888","title":"Molecular Absorption-Aware User Assignment, Spectrum, and Power Allocation in Dense THz Networks With Multi-Connectivity","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Wireless Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; Discovery Eye Foundation","keywords":"Computer science; Terahertz radiation; Frequency allocation; Absorption (acoustics); Wireless; Absorption spectroscopy; Computer network; Telecommunications; Optoelectronics; Physics; Optics","score_opus":0.013460379240039943,"score_gpt":0.23655728890796973,"score_spread":0.22309690966792978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401871080","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07377849,0.001935971,0.9221698,0.0006845202,0.00012328078,0.00043373447,0.000012173063,0.00046351634,0.0003985325],"genre_scores_gemma":[0.99393594,0.0034634683,0.0020218757,0.000088867,0.0000073085516,0.00030837528,0.000027060483,0.00008050857,0.000066586705],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987858,0.00021013636,0.0003052193,0.00028173692,0.00015500952,0.00026212388],"domain_scores_gemma":[0.99804175,0.00027229224,0.000032650634,0.0015119631,0.0000397517,0.000101609156],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021167214,0.0002564591,0.00020673967,0.00029610028,0.00021616637,0.00013394014,0.0004342956,0.00016827742,0.0000360677],"category_scores_gemma":[0.0000019449255,0.0002649267,0.00007291529,0.0006958169,0.00013988579,0.00023480853,0.000009969445,0.0008175468,0.00002247603],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025882446,0.00035701628,0.00012873318,0.00004630803,0.00020136013,0.000013367058,0.0005950401,0.9802245,0.0034836968,0.0024918292,0.000073385185,0.012358888],"study_design_scores_gemma":[0.00053753884,0.00004911448,0.0009230586,0.0002831601,0.000054371176,0.000025049838,0.00011102604,0.9932706,0.0033471102,0.000042023636,0.0009946573,0.00036231635],"about_ca_topic_score_codex":0.00007130729,"about_ca_topic_score_gemma":0.0018198795,"teacher_disagreement_score":0.92015743,"about_ca_system_score_codex":0.00017886533,"about_ca_system_score_gemma":0.000038566264,"threshold_uncertainty_score":0.9999803},"labels":[],"label_agreement":null},{"id":"W4402265590","doi":"10.1109/mnano.2024.3436348","title":"Neuronal Communication Systems","year":2024,"lang":"en","type":"article","venue":"IEEE Nanotechnology Magazine","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Ottawa","funders":"","keywords":"Computer science","score_opus":0.009579467644781207,"score_gpt":0.21873216737130186,"score_spread":0.20915269972652065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402265590","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":[0.3652978,0.20902687,0.31480986,0.007457405,0.0096601,0.0013133591,0.000046491656,0.026938867,0.06544925],"genre_scores_gemma":[0.9958558,0.002421329,0.0007649142,0.00005152953,0.000046773002,0.000057026147,0.000023035616,0.000045220342,0.0007343407],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933,0.000042841773,0.00020970493,0.00014055143,0.000086891545,0.00019004261],"domain_scores_gemma":[0.9990699,0.00006104086,0.000013713969,0.0007999779,0.000024005305,0.00003135975],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013349719,0.00012772706,0.00013321341,0.00021429153,0.00005159255,0.00005410163,0.00043822677,0.0002553106,0.000038438928],"category_scores_gemma":[0.0000104762485,0.00013107345,0.00004514644,0.0004484353,0.000085480475,0.00007203068,0.00005432496,0.0004926461,0.0008506384],"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":[0.000014937167,0.000075703334,0.00005608997,0.00036371354,0.00031147516,0.000109972745,0.00014973813,0.11020926,0.35949183,0.14258298,0.2639809,0.1226534],"study_design_scores_gemma":[0.00012045128,0.000019620677,0.000039644536,0.00008183627,0.000016264936,0.00007475591,0.000004753156,0.4055716,0.006421901,0.00041378313,0.58706737,0.00016802983],"about_ca_topic_score_codex":0.0000023908547,"about_ca_topic_score_gemma":0.0000063022676,"teacher_disagreement_score":0.6305581,"about_ca_system_score_codex":0.000044828463,"about_ca_system_score_gemma":0.000012489665,"threshold_uncertainty_score":0.99992734},"labels":[],"label_agreement":null},{"id":"W4402557606","doi":"10.1109/newcas58973.2024.10666336","title":"Capacitively Isolated 400 Mbps Data Transfer System with 2 Ns Propagation Delay and 5 kV /µs Common Mode Transient Immunity","year":2024,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais; Polytechnique Montréal","funders":"","keywords":"Transient (computer programming); Transient analysis; Mode (computer interface); Electronic engineering; Transfer function; Transient response; Physics; Computer science; Electrical engineering; Materials science; Engineering","score_opus":0.017256789815514866,"score_gpt":0.22276872755860067,"score_spread":0.2055119377430858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402557606","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14502266,0.001741265,0.84584576,0.00011133581,0.00006346655,0.0003560699,0.00007143611,0.00067337335,0.0061146645],"genre_scores_gemma":[0.99847794,0.00023558387,0.0007981496,0.000018923785,0.000011245143,0.00002214151,0.00033970625,0.000037683796,0.00005861521],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927145,0.000091558446,0.00019786242,0.00017517415,0.00011315959,0.00015081029],"domain_scores_gemma":[0.99922585,0.000035675803,0.0000058957803,0.00062509987,0.000042787113,0.00006466481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016976435,0.00014756802,0.00014956245,0.00006554279,0.000082915896,0.00008456185,0.00023860652,0.00008471128,0.000019371317],"category_scores_gemma":[0.0000014650105,0.000118121956,0.00001666932,0.00031848892,0.00003885924,0.000208853,0.000027701242,0.00029075463,0.00000856969],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012172402,0.00069113856,0.0005504238,0.011596101,0.005178441,0.00055179076,0.04111677,0.36124182,0.24526805,0.13539279,0.010292671,0.18690278],"study_design_scores_gemma":[0.0002599609,0.000045113644,0.00018346982,0.00027043186,0.00005725895,0.00006586017,0.00017139105,0.99545383,0.0013518687,0.0000039738466,0.0019570896,0.00017974027],"about_ca_topic_score_codex":0.00023518056,"about_ca_topic_score_gemma":0.0007519255,"teacher_disagreement_score":0.8534553,"about_ca_system_score_codex":0.00004437342,"about_ca_system_score_gemma":0.000022582873,"threshold_uncertainty_score":0.48168734},"labels":[],"label_agreement":null},{"id":"W4402830180","doi":"10.1109/tmbmc.2024.3463128","title":"Guest Editorial Special Feature on Seeing Through the Crowd: Molecular Communication in Crowded and Multi-Cellular Environments","year":2024,"lang":"en","type":"editorial","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"York University; Memorial University of Newfoundland","funders":"","keywords":"Feature (linguistics); Human–computer interaction; Computer science; Communication; Cognitive science; Psychology; Linguistics; Philosophy","score_opus":0.018260959015932658,"score_gpt":0.25632278213821447,"score_spread":0.2380618231222818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402830180","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":[0.0020084882,0.046975393,0.31300193,0.002672502,0.62896883,0.0033671444,0.00092897436,0.0005784393,0.0014982894],"genre_scores_gemma":[0.3274784,0.22166564,0.06018808,0.0010176535,0.37841892,0.0034718222,0.0047888686,0.00093167415,0.0020389433],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99668574,0.00094671303,0.000689389,0.0007126844,0.00047738635,0.00048808317],"domain_scores_gemma":[0.9957978,0.00085409236,0.00013799891,0.0029714224,0.000071840695,0.00016681226],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00047076057,0.00074533635,0.00062478747,0.00021147235,0.0006376103,0.00022130844,0.0016606539,0.0017647566,0.000014796119],"category_scores_gemma":[0.00006733014,0.00061449484,0.00028783057,0.00042118004,0.000782353,0.000103776176,0.00013594367,0.0044185887,0.00005239702],"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":[0.00060350366,0.005382005,0.000015592397,0.0004943114,0.0019782465,0.00014709581,0.0047268737,0.0451662,0.16072552,0.0006760175,0.75217396,0.027910687],"study_design_scores_gemma":[0.001942826,0.00017353844,0.000017005445,0.00050264184,0.00021894932,0.000006173615,0.00015242948,0.020491323,0.0050819446,0.00018092083,0.9702894,0.0009428656],"about_ca_topic_score_codex":0.00007053217,"about_ca_topic_score_gemma":0.0003849458,"teacher_disagreement_score":0.3254699,"about_ca_system_score_codex":0.00018933591,"about_ca_system_score_gemma":0.00004508028,"threshold_uncertainty_score":0.99963063},"labels":[],"label_agreement":null},{"id":"W4402975247","doi":"10.1016/j.nancom.2024.100546","title":"End-to-end synaptic molecular communication with astrocytic feedback and generic three-state receptors","year":2024,"lang":"en","type":"article","venue":"Nano Communication Networks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"University of the Fraser Valley; Thompson Rivers University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Neuroscience; End-to-end principle; Receptor; Directionality; Computer science; Cell biology; Biology; Chemistry; Communication; Psychology; Computer network; Biochemistry; Genetics","score_opus":0.008161837146982834,"score_gpt":0.2056034791003134,"score_spread":0.19744164195333058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402975247","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11825205,0.16787992,0.6983574,0.0030458851,0.00040478725,0.0015533544,0.000012903011,0.0021654444,0.008328288],"genre_scores_gemma":[0.96386176,0.009956549,0.02519407,0.00028132508,0.00002591441,0.00021271533,0.00020622996,0.0001401699,0.00012124798],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981035,0.00032154654,0.0005011193,0.0003486511,0.00028012256,0.00044503485],"domain_scores_gemma":[0.9966725,0.00031492885,0.000076169505,0.002584555,0.00011399732,0.0002378651],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005407394,0.00037914637,0.00033077714,0.000248943,0.0002835456,0.0003294974,0.0010984254,0.00020031528,0.000106080515],"category_scores_gemma":[0.000013627975,0.00037585443,0.00008257196,0.0011241247,0.00020474628,0.00024514928,0.0004279913,0.0007983935,0.000059532904],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086309185,0.00007666538,0.00029324333,0.0001586875,0.00074034167,0.000013857132,0.0010526711,0.6213512,0.0030898128,0.01577026,0.0049700504,0.35239694],"study_design_scores_gemma":[0.00048220725,0.00010305252,0.00055104913,0.00050182326,0.000121427875,0.000054638316,0.00006618697,0.9249212,0.00055927515,0.0005272644,0.071444646,0.00066718744],"about_ca_topic_score_codex":0.000031308646,"about_ca_topic_score_gemma":0.00032373177,"teacher_disagreement_score":0.8456097,"about_ca_system_score_codex":0.00019009682,"about_ca_system_score_gemma":0.000048613845,"threshold_uncertainty_score":0.99986935},"labels":[],"label_agreement":null},{"id":"W4403258961","doi":"10.1101/2024.10.08.617249","title":"An Autonomous Microbial Sensor Enables Long-term Detection of TNT Explosive in Natural Soil","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Explosive material; Population; Biological system; Environmental science; Biochemical engineering; Microbial population biology; Biology; Chemistry; Bacteria; Engineering","score_opus":0.008194553968668907,"score_gpt":0.20331450781990387,"score_spread":0.19511995385123496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403258961","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":[0.98850924,0.006518609,0.0020652602,0.000023073366,0.0016820799,0.00050049013,0.000058740035,0.0006352337,0.0000072782545],"genre_scores_gemma":[0.9976679,0.0005346879,0.001242963,0.000025060406,0.00023295227,0.0001266105,0.0000013754799,0.00016561545,0.00000283856],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981614,0.00014414202,0.0005874662,0.00053375855,0.00018279425,0.00039044122],"domain_scores_gemma":[0.99821544,0.000032773853,0.00015083433,0.0013023152,0.00017088294,0.00012772965],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002806135,0.0004529046,0.00048790773,0.00046666883,0.000047962483,0.00013443733,0.0005461747,0.00053660787,0.000013662319],"category_scores_gemma":[0.000028739973,0.000532088,0.00015579273,0.00045249859,0.0000677103,0.00009618101,0.00035891985,0.001274126,0.000027068581],"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":[0.000016988002,0.00006439088,0.0003297358,0.0007088298,0.00011458022,0.000058322756,0.000033230725,0.008489512,0.9900942,0.00003881776,0.000016960099,0.000034434444],"study_design_scores_gemma":[0.00028521518,0.000025831449,0.011817109,0.0006935574,0.000069784845,6.374694e-8,0.0000029543748,0.030174602,0.9562009,0.0000013303203,0.00015253708,0.00057613064],"about_ca_topic_score_codex":0.000035089266,"about_ca_topic_score_gemma":0.000075352276,"teacher_disagreement_score":0.033893313,"about_ca_system_score_codex":0.00037716771,"about_ca_system_score_gemma":0.00017107585,"threshold_uncertainty_score":0.99971306},"labels":[],"label_agreement":null},{"id":"W4403534300","doi":"10.1109/jsen.2024.3479733","title":"Tradeoff Between the Number of Transmitted Molecules and the BER Performance in Molecular Communication Between Bionanosensors","year":2024,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Science Basic Research Program of Shaanxi Province; China Postdoctoral Science Foundation","keywords":"Molecular communication; Computer science; Telecommunications; Physics; Transmitter","score_opus":0.01032729763311129,"score_gpt":0.23530627555898362,"score_spread":0.22497897792587232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403534300","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":[0.9877741,0.0057261554,0.0031837765,0.0017084129,0.000086497916,0.000170612,0.0000061512687,0.00004554021,0.0012987714],"genre_scores_gemma":[0.9946576,0.004498903,0.00066657155,0.000040664225,0.0000622059,0.000005562757,0.00000522364,0.000034644858,0.000028648617],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998606,0.0004155763,0.0004647319,0.00009450075,0.00022334822,0.00019580548],"domain_scores_gemma":[0.9990299,0.00041839058,0.000057148038,0.0004039367,0.000036393965,0.000054245957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077238865,0.00015447747,0.00023649211,0.00010234437,0.00012445154,0.0000817925,0.00040396702,0.00010440285,0.000018520619],"category_scores_gemma":[0.000013664951,0.000097274824,0.000116068484,0.00038645833,0.00025888666,0.000090479705,0.000022997372,0.0008374854,0.000008550271],"study_design_candidate":"simulation_or_modeling","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":[0.0004882608,0.00022277237,0.17253432,0.0015078884,0.0057270057,0.0002667334,0.04401763,0.33724815,0.04251322,0.018767955,0.006655356,0.3700507],"study_design_scores_gemma":[0.008145682,0.0001072033,0.2821841,0.0027429739,0.0010912577,0.0013939897,0.0009791409,0.56378394,0.08786288,0.0075905845,0.042357694,0.0017605658],"about_ca_topic_score_codex":0.000010027103,"about_ca_topic_score_gemma":0.0000027713443,"teacher_disagreement_score":0.36829013,"about_ca_system_score_codex":0.00002713738,"about_ca_system_score_gemma":0.000017669972,"threshold_uncertainty_score":0.3966752},"labels":[],"label_agreement":null},{"id":"W4404607589","doi":"10.59247/csol.v2i2.124","title":"The Role of IoT and Artificial Intelligence in Advancing Nanotechnology: A Brief Review","year":2024,"lang":"en","type":"review","venue":"Control Systems and Optimization Letters","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":8,"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":"","keywords":"Internet of Things; Big data; Computer science; Data science; Analytics; Nanotechnology; Artificial intelligence; Systems engineering; Engineering; Computer security; Materials science","score_opus":0.009404439527710633,"score_gpt":0.242017431247636,"score_spread":0.23261299171992536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404607589","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":[2.3587167e-7,0.8950798,0.10375123,0.00024785913,0.00013958373,0.00069934345,0.000004840233,0.000047410493,0.000029719908],"genre_scores_gemma":[0.000215411,0.9991458,0.00034648957,0.000076039294,0.000027626304,0.0001464273,0.000008405288,0.000029416402,0.000004382507],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988799,0.00012734493,0.00064024393,0.0001500744,0.000066797824,0.00013560947],"domain_scores_gemma":[0.9994329,0.00010959815,0.00013113656,0.00028101203,0.000018884664,0.000026467202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039660535,0.0001770701,0.00068568066,0.00011448864,0.000042400414,0.000052447416,0.00015137848,0.00014111993,0.0000011232224],"category_scores_gemma":[0.000046724806,0.00012707133,0.00006957628,0.0002812079,0.000056011966,0.000022118778,0.000037589994,0.00025761998,0.0000012151561],"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":[9.78391e-7,0.0000020830887,2.0229659e-7,0.012925467,0.0000642768,0.0000019298654,0.000013347318,0.113367125,0.0000051980064,0.0017677803,0.0001548401,0.87169677],"study_design_scores_gemma":[0.000025674555,0.000004241509,1.62291e-8,0.021902887,0.0001655313,0.000013819595,0.00000991646,0.44907057,3.0746463e-7,0.000010744827,0.52868867,0.00010760104],"about_ca_topic_score_codex":0.000008503216,"about_ca_topic_score_gemma":0.000007545626,"teacher_disagreement_score":0.8715892,"about_ca_system_score_codex":0.000032473818,"about_ca_system_score_gemma":0.00001484902,"threshold_uncertainty_score":0.5181818},"labels":[],"label_agreement":null},{"id":"W4404926770","doi":"10.1038/s41467-024-54866-y","title":"An autonomous microbial sensor enables long-term detection of TNT explosive in natural soil","year":2024,"lang":"en","type":"article","venue":"Nature Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Advanced Research Projects Agency; Defense Advanced Research Projects Agency; U.S. Department of Defense; National Science Foundation","keywords":"Microbial population biology; Population; Environmental science; Explosive material; Biochemical engineering; Biological system; Biology; Chemistry; Bacteria; Engineering","score_opus":0.010430854378371112,"score_gpt":0.25763716095323713,"score_spread":0.24720630657486603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404926770","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":[0.85281557,0.1364933,0.0052638385,0.00078219833,0.0011419329,0.0006058832,0.00004133306,0.00094129186,0.00191469],"genre_scores_gemma":[0.9953283,0.0022185436,0.0020718696,0.00004905003,0.00004266594,0.000047798756,0.00016356053,0.000038064416,0.000040141007],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999165,0.00015344826,0.00028996286,0.00014131007,0.00008896249,0.00016129013],"domain_scores_gemma":[0.9980952,0.00014361004,0.000033689215,0.0016110936,0.000072395786,0.00004401964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015422168,0.00014005142,0.00015612126,0.00025686,0.000082965824,0.00005549217,0.00083628105,0.0002780253,0.000010827629],"category_scores_gemma":[0.000025088342,0.00014897325,0.00007961469,0.000500779,0.00007562695,0.00017753769,0.00013075532,0.0012637214,0.000011928425],"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":[0.00001688421,0.00018601943,0.000519864,0.0001558934,0.00012481837,0.000010245124,0.0015407722,0.0068202885,0.9334248,0.002598571,0.000369052,0.054232802],"study_design_scores_gemma":[0.00074072945,0.000080243735,0.01838756,0.0006486916,0.00010775974,0.00008684363,0.0002816262,0.5440836,0.4123061,0.00017927031,0.022266973,0.0008306141],"about_ca_topic_score_codex":0.000015349748,"about_ca_topic_score_gemma":0.0025498385,"teacher_disagreement_score":0.5372633,"about_ca_system_score_codex":0.00012464871,"about_ca_system_score_gemma":0.000036905316,"threshold_uncertainty_score":0.60749525},"labels":[],"label_agreement":null},{"id":"W4405268078","doi":"10.1017/9781108963961.003","title":"Introduction","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Simple (philosophy); Rest (music); Computer science; Epistemology; Philosophy; Physics","score_opus":0.010815930416859064,"score_gpt":0.16816192120725756,"score_spread":0.1573459907903985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268078","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004268573,0.0014397275,0.0014722362,0.000032368356,0.0006925877,0.00014353158,0.000038500708,0.0006196383,0.9955571],"genre_scores_gemma":[0.00041143625,0.0007424432,0.00008072245,0.000013596649,0.00044452597,4.2908644e-7,0.000084179526,0.00006789451,0.99815476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994418,0.00000809049,0.00010402521,0.0002125385,0.00010484963,0.00012871069],"domain_scores_gemma":[0.9992699,0.000010896777,0.000026727103,0.0005823509,0.000038225808,0.00007190923],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000037752612,0.00021052458,0.00017402257,0.00013522721,0.00005084763,0.000032221404,0.00027853003,0.0002645007,0.000016469734],"category_scores_gemma":[0.0000010334887,0.00027068317,0.00012915689,0.0000072824923,0.000058293623,0.000030191202,0.00015248559,0.0005194077,0.00013621565],"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":[0.0000045291977,7.804349e-7,9.653103e-9,0.0000621929,0.00009782274,0.00004450836,0.000007207783,0.00014502123,0.000060858,0.7156631,0.2826229,0.0012910818],"study_design_scores_gemma":[0.00008427052,0.000006973091,2.539843e-7,0.00006856559,0.00011805871,0.000011501461,0.0000029968137,0.002228415,0.00022432182,0.00001381209,0.99698997,0.00025088617],"about_ca_topic_score_codex":0.0000050839944,"about_ca_topic_score_gemma":6.785446e-7,"teacher_disagreement_score":0.71564925,"about_ca_system_score_codex":0.00014095136,"about_ca_system_score_gemma":0.000013346776,"threshold_uncertainty_score":0.99997455},"labels":[],"label_agreement":null},{"id":"W4405268092","doi":"10.1017/9781108963961.005","title":"Molecular Communication in Biological Systems","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Biology; Computational biology; Computer science; Communication; Psychology; Telecommunications","score_opus":0.020844667999008876,"score_gpt":0.1873778442237669,"score_spread":0.16653317622475802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268092","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020508729,0.0109476345,0.0008894965,0.000008290061,0.0001701949,0.00033265734,0.000046044832,0.00036820446,0.9870324],"genre_scores_gemma":[0.07498683,0.0034767448,0.00007825818,0.000019821699,0.000026867734,0.0000034669658,0.00017604012,0.00007646536,0.9211555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992333,0.000050614097,0.00020166294,0.0002259892,0.00011399192,0.00017442353],"domain_scores_gemma":[0.99891037,0.00004252312,0.00004616316,0.0008861891,0.00003890911,0.00007587072],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010023797,0.00025793098,0.00029100516,0.00020284715,0.000041093805,0.00004609494,0.0006208678,0.0004721304,0.0000021297978],"category_scores_gemma":[0.0000023019163,0.0003065617,0.00012550275,0.000016038886,0.00009714852,0.000027656242,0.00032755986,0.0007414742,0.000034219593],"study_design_candidate":"theoretical_or_conceptual","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":[0.000007647448,0.0000031039776,4.988374e-7,0.00009653659,0.000082067054,0.000191582,0.000016889668,0.0018650647,0.00014334923,0.9917053,0.005590758,0.00029721315],"study_design_scores_gemma":[0.0001870231,0.000010518827,0.000002382443,0.00045643435,0.000048653383,0.000010962681,0.0000138901105,0.014280686,0.00009029492,0.000023200386,0.9845369,0.00033903905],"about_ca_topic_score_codex":0.00004389306,"about_ca_topic_score_gemma":0.0000023722223,"teacher_disagreement_score":0.9916821,"about_ca_system_score_codex":0.00020407999,"about_ca_system_score_gemma":0.00001708008,"threshold_uncertainty_score":0.99993867},"labels":[],"label_agreement":null},{"id":"W4405268100","doi":"10.1017/9781108963961.013","title":"Design and Engineering of Molecular Communication Components","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular engineering; Protein engineering; Molecular communication; Biological engineering; Engineering; DNA; Computational biology; Nanotechnology; Computer science; Systems engineering; Biology; Materials science; Genetics; Biochemistry; Electrical engineering","score_opus":0.016998161394533227,"score_gpt":0.17243320288121872,"score_spread":0.1554350414866855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268100","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024172034,0.00700245,0.043057352,0.0000057626485,0.00008082513,0.00033003706,0.000027772443,0.00026814843,0.94898593],"genre_scores_gemma":[0.08765945,0.0048635215,0.0070934305,0.00001770642,0.000021499513,0.0000026263403,0.00015001609,0.00020212318,0.8999896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945396,0.000021622387,0.00015498583,0.00014905987,0.00010960982,0.00011078225],"domain_scores_gemma":[0.99916875,0.000055112687,0.000050608232,0.00061084866,0.000044703578,0.000069985006],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007629537,0.00021403132,0.00024515812,0.00015555535,0.00003257925,0.000019463127,0.00034883997,0.00022121589,0.0000011687995],"category_scores_gemma":[0.0000015982829,0.00028495924,0.00007770412,0.00000959223,0.00007383952,0.00002861793,0.00027363002,0.0003783759,0.000003386076],"study_design_candidate":"theoretical_or_conceptual","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":[0.000016426142,0.000003779095,1.186152e-7,0.00038507913,0.0003508375,0.000059773665,0.00005194461,0.008224632,0.009517185,0.97821754,0.0024319836,0.000740712],"study_design_scores_gemma":[0.00043115107,0.000026147696,0.0000046767886,0.0010624301,0.00036177548,0.000019136009,0.000006557499,0.14103624,0.007191343,0.00003459506,0.8492184,0.00060752546],"about_ca_topic_score_codex":0.000009555626,"about_ca_topic_score_gemma":1.07619655e-7,"teacher_disagreement_score":0.9781829,"about_ca_system_score_codex":0.000060747116,"about_ca_system_score_gemma":0.000009646481,"threshold_uncertainty_score":0.99996024},"labels":[],"label_agreement":null},{"id":"W4405268105","doi":"10.1017/9781108963961.011","title":"Mobile Molecular Communication","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Computer science; Task (project management); Mobile telephony; Telecommunications; Engineering; Mobile radio; Systems engineering","score_opus":0.010558203390385377,"score_gpt":0.1827289069091277,"score_spread":0.1721707035187423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268105","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002191734,0.010533243,0.0021154068,0.00000474092,0.00015414493,0.00034482114,0.00007067029,0.0006683365,0.9860867],"genre_scores_gemma":[0.005792696,0.0031447152,0.00028844865,0.000030274306,0.000027451664,0.0000035809358,0.00017787832,0.00011168403,0.99042326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992563,0.000024043646,0.00016437432,0.00022831403,0.00015353912,0.00017341944],"domain_scores_gemma":[0.9984595,0.000025123803,0.00004880435,0.001298436,0.00006249166,0.00010565214],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000061673105,0.00029434054,0.00024950926,0.00015547794,0.00007946328,0.000050841238,0.00071875297,0.00037013923,0.00000921581],"category_scores_gemma":[0.0000010982941,0.00038843293,0.00020095453,0.000012062231,0.00010850844,0.000037956757,0.0003983364,0.00070500805,0.00009490365],"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":[0.000005937032,0.000002757709,2.8841619e-8,0.00010699395,0.000192168,0.00010717855,0.00003349392,0.0005665127,0.00023309219,0.952038,0.044873137,0.0018406874],"study_design_scores_gemma":[0.00014331724,0.000015004282,1.4413818e-7,0.00022757852,0.00016199217,0.000009173208,0.000008835713,0.003968103,0.00062315963,0.00004715119,0.9944322,0.00036335518],"about_ca_topic_score_codex":0.000011773061,"about_ca_topic_score_gemma":9.349639e-7,"teacher_disagreement_score":0.95199084,"about_ca_system_score_codex":0.00016654746,"about_ca_system_score_gemma":0.000022424905,"threshold_uncertainty_score":0.99985677},"labels":[],"label_agreement":null},{"id":"W4405268113","doi":"10.1017/9781108963961.009","title":"Mathematical Modelling and Simulation: Biological Molecular Communication","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Computer science; Mathematical model; Biochemical engineering; Biological system; Engineering; Physics; Biology; Telecommunications; Channel (broadcasting)","score_opus":0.03337257499209664,"score_gpt":0.20618651555903578,"score_spread":0.17281394056693913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268113","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012751236,0.0037267818,0.110568725,0.000011077686,0.000035955894,0.00021662065,0.000024340887,0.00033813613,0.8849509],"genre_scores_gemma":[0.10401241,0.002686117,0.0030944422,0.000037118632,0.000038228158,0.0000019435856,0.00013067116,0.00010195512,0.8898971],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993327,0.000026496047,0.00017450939,0.00021715106,0.000113183334,0.0001359213],"domain_scores_gemma":[0.9990755,0.00009383323,0.000040503055,0.0006456656,0.00004878829,0.000095745854],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007797414,0.00024578196,0.00025145136,0.00009950068,0.00008311137,0.00005125688,0.0003164908,0.00038292876,0.000005850927],"category_scores_gemma":[0.0000023544371,0.0002796893,0.00010803268,0.0000091035245,0.0001385266,0.00003371128,0.0003169978,0.0005187348,0.000021107771],"study_design_candidate":"theoretical_or_conceptual","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":[0.000006890389,0.0000023805417,4.266727e-8,0.00009107403,0.00009719142,0.00004157016,0.00002604585,0.0799867,0.000025941295,0.91868865,0.0005665068,0.00046702597],"study_design_scores_gemma":[0.000106554144,0.000007975752,1.1053514e-7,0.00019431704,0.000089384994,0.0000074663203,0.0000057621382,0.5612979,0.000045255496,0.00054493226,0.43745705,0.00024327775],"about_ca_topic_score_codex":0.0000023296745,"about_ca_topic_score_gemma":1.1080142e-7,"teacher_disagreement_score":0.9181437,"about_ca_system_score_codex":0.00006803235,"about_ca_system_score_gemma":0.000009329234,"threshold_uncertainty_score":0.99996555},"labels":[],"label_agreement":null},{"id":"W4405268121","doi":"10.1017/9781108963961.019","title":"Conclusion","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science","score_opus":0.013326702975022834,"score_gpt":0.17762118737453325,"score_spread":0.16429448439951042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268121","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007806488,0.0024523805,0.0011935215,0.000008134669,0.000380871,0.00017343505,0.00006689385,0.0006115529,0.9951054],"genre_scores_gemma":[0.0015511555,0.0010189286,0.000068681155,0.00002812442,0.000079593585,3.621711e-7,0.00006973922,0.00007558554,0.9971078],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999411,0.00000890408,0.000112514936,0.00019633338,0.00012668967,0.00014457172],"domain_scores_gemma":[0.9992519,0.000021834865,0.00002886338,0.0005635324,0.000037801885,0.000096083175],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000037681308,0.00023647766,0.0002048419,0.00012114019,0.00007138768,0.000030389258,0.0003795792,0.00032415165,0.000011261808],"category_scores_gemma":[8.5258466e-7,0.0002940327,0.00015464661,0.0000062722584,0.000068842455,0.000024015857,0.00037089235,0.00052557676,0.00010371027],"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":[0.000005943027,9.623337e-7,2.3947711e-8,0.000089641486,0.000106242514,0.00016569957,0.000014901377,0.000089848145,0.000095668845,0.8936294,0.104262374,0.0015393259],"study_design_scores_gemma":[0.00013374836,0.000007877365,2.7087594e-7,0.00020754532,0.00011119712,0.000009117163,0.000003277997,0.004051376,0.00020257347,0.000016134696,0.99496764,0.0002892178],"about_ca_topic_score_codex":0.0000082117,"about_ca_topic_score_gemma":9.445998e-7,"teacher_disagreement_score":0.8936132,"about_ca_system_score_codex":0.00013670664,"about_ca_system_score_gemma":0.00001884097,"threshold_uncertainty_score":0.9999512},"labels":[],"label_agreement":null},{"id":"W4405268122","doi":"10.1017/9781108963961.007","title":"A Layered Architecture of Molecular Communication","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Architecture; Computer architecture; Computer science; Layer (electronics); Multitier architecture; Nanotechnology; Materials science; Computer network; Geography","score_opus":0.010348219723884066,"score_gpt":0.17621169294322026,"score_spread":0.1658634732193362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268122","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006309365,0.0052026273,0.005463986,0.000014279232,0.00007887175,0.00025082112,0.00010587392,0.0002799799,0.9885405],"genre_scores_gemma":[0.029278241,0.0010791207,0.0006519025,0.000020507843,0.000018593631,0.0000011214366,0.00013762327,0.00009373055,0.9687192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993233,0.00002890102,0.00018314026,0.00017886909,0.00015185555,0.00013394176],"domain_scores_gemma":[0.998609,0.00003605911,0.00007473223,0.0011366224,0.00006873175,0.00007484353],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005694408,0.00025055357,0.00028907348,0.00018415778,0.000041230272,0.000018478444,0.00065730495,0.00032594352,0.0000051009683],"category_scores_gemma":[0.000002097566,0.0003126673,0.00021127563,0.000014219699,0.00012274324,0.000018870887,0.00032957344,0.00064338243,0.000011301279],"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":[0.000016478645,0.0000035245707,5.4217498e-8,0.00025266936,0.00029899454,0.00006125031,0.000055710465,0.0018136961,0.0015334116,0.98467696,0.009231843,0.0020554357],"study_design_scores_gemma":[0.00020578469,0.0000137130255,6.0518795e-7,0.0004411238,0.00017729956,0.000009517114,0.0000075563003,0.0021794606,0.0028225177,0.00010521774,0.9937304,0.00030680432],"about_ca_topic_score_codex":0.000018205683,"about_ca_topic_score_gemma":0.0000021474489,"teacher_disagreement_score":0.9845717,"about_ca_system_score_codex":0.00007881671,"about_ca_system_score_gemma":0.000024357601,"threshold_uncertainty_score":0.9999325},"labels":[],"label_agreement":null},{"id":"W4405268125","doi":"10.1017/9781108963961.010","title":"Communication and Information Theory of Molecular Communication","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Communication theory; Information theory; Communications system; Computer science; Models of communication; Communication; Telecommunications; Psychology; Mathematics","score_opus":0.008517025703826578,"score_gpt":0.16885845513927536,"score_spread":0.16034142943544877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268125","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012311664,0.007423786,0.0038267374,0.000015488631,0.000040566083,0.00026476462,0.00007147493,0.00019769001,0.9880364],"genre_scores_gemma":[0.11644731,0.018292014,0.0012394866,0.00007692803,0.000013167931,0.000003858638,0.0007267921,0.0000972935,0.86310315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999389,0.000057880152,0.00023317127,0.00009880584,0.00012658373,0.00009456001],"domain_scores_gemma":[0.99854964,0.0000765322,0.00011799129,0.0010910718,0.00010716291,0.000057611956],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001710137,0.00019892282,0.000221665,0.00020026816,0.00006946441,0.000037180398,0.0004987823,0.000276984,0.000003279203],"category_scores_gemma":[0.0000048354573,0.00025197078,0.000090851034,0.000014273156,0.00019551476,0.00018912967,0.00041145436,0.00045602827,0.0000088365],"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":[0.000014595643,0.0000019295653,1.1584549e-7,0.00019129374,0.00013179262,0.0000024643582,0.000106202,0.00013197948,0.00010839873,0.99218315,0.002462265,0.004665824],"study_design_scores_gemma":[0.00025792368,0.000013273933,0.000005421316,0.0004898073,0.00022207167,0.000007102854,0.000050045724,0.0032515032,0.0009254092,0.00053267134,0.9939513,0.0002934451],"about_ca_topic_score_codex":0.000013905094,"about_ca_topic_score_gemma":8.472354e-7,"teacher_disagreement_score":0.99165046,"about_ca_system_score_codex":0.00007275163,"about_ca_system_score_gemma":0.00001827016,"threshold_uncertainty_score":0.99999326},"labels":[],"label_agreement":null},{"id":"W4405268126","doi":"10.1017/9781108963961.017","title":"Externally Controllable Molecular Communication","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Computer science; Computational biology; Communication; Biology; Psychology; Computer network","score_opus":0.009670169668412576,"score_gpt":0.17452522257774897,"score_spread":0.16485505290933639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268126","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024213015,0.009930086,0.0043300344,0.000021034542,0.00017520817,0.00031250832,0.00007028177,0.00057776703,0.9845589],"genre_scores_gemma":[0.0054579442,0.0020887607,0.00042794936,0.000059865313,0.000035684203,0.0000018877847,0.00010996458,0.00011318211,0.99170476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991328,0.000030942003,0.00020009905,0.00024469025,0.00018688214,0.00020457308],"domain_scores_gemma":[0.99842703,0.00004050488,0.00006790915,0.0012532739,0.00009103965,0.000120267316],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000087345965,0.0003237683,0.00031889215,0.00015936891,0.00008754376,0.00007934729,0.00080710533,0.00036424826,0.000012026297],"category_scores_gemma":[0.0000021511173,0.00041723237,0.00021930264,0.000011701857,0.00010121029,0.000048142752,0.0003543746,0.00070630293,0.00009019168],"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":[0.000016624681,0.0000028404313,6.926258e-8,0.00009515302,0.00029835314,0.0001743056,0.00001626727,0.0004483904,0.0004951839,0.96456957,0.032502417,0.0013808078],"study_design_scores_gemma":[0.00033854542,0.00001106531,4.432701e-7,0.0003180082,0.00021881271,0.000011379047,0.000004511663,0.0071080844,0.0005463169,0.00007660572,0.9909796,0.00038658702],"about_ca_topic_score_codex":0.000023934961,"about_ca_topic_score_gemma":0.000002492763,"teacher_disagreement_score":0.964493,"about_ca_system_score_codex":0.00017854555,"about_ca_system_score_gemma":0.000030881256,"threshold_uncertainty_score":0.9998279},"labels":[],"label_agreement":null},{"id":"W4405268127","doi":"10.1017/9781108963961.006","title":"Molecular Communication Paradigm","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Computer science; Paradigm shift; Cognitive science; Management science; Engineering; Epistemology; Psychology; Telecommunications; Philosophy","score_opus":0.013305144579263956,"score_gpt":0.1827931565755635,"score_spread":0.16948801199629954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268127","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001765289,0.007231487,0.0024823598,0.000028062042,0.00016243613,0.00026121325,0.00006388358,0.0006653585,0.9890875],"genre_scores_gemma":[0.006588765,0.0024848396,0.00017009935,0.000043975117,0.00003152255,0.0000016011925,0.00018314543,0.00011602152,0.99038005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992215,0.000026389953,0.00017203367,0.00023509213,0.00015910853,0.00018585664],"domain_scores_gemma":[0.9984243,0.00003300186,0.000052326173,0.0013344464,0.00004010782,0.00011582978],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000062708605,0.00031087463,0.00026243294,0.00016038606,0.00008476037,0.000057167075,0.00074487895,0.00037964774,0.000007958561],"category_scores_gemma":[0.0000013368141,0.00040988647,0.00020649476,0.000012367811,0.000115240655,0.00004105245,0.0003427738,0.0007382302,0.00008640526],"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":[0.0000058210508,0.000002070008,3.4320927e-8,0.000085751424,0.00019226866,0.00011800805,0.000018301376,0.0004697097,0.000082910025,0.956285,0.041941088,0.0007990141],"study_design_scores_gemma":[0.0001529016,0.000007933548,4.347351e-7,0.00025104987,0.00018279091,0.000011649851,0.0000040349664,0.0054491907,0.00038531094,0.00012263824,0.99304384,0.00038819585],"about_ca_topic_score_codex":0.000014544517,"about_ca_topic_score_gemma":0.0000014733034,"teacher_disagreement_score":0.9561624,"about_ca_system_score_codex":0.0001688036,"about_ca_system_score_gemma":0.00002432373,"threshold_uncertainty_score":0.9998353},"labels":[],"label_agreement":null},{"id":"W4405268135","doi":"10.1017/9781108963961","title":"Molecular Communication","year":2024,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Computer science; Communication theory; Cognitive science; Data science; Nanotechnology; Human–computer interaction; Communication; Telecommunications; Psychology","score_opus":0.010593497833943196,"score_gpt":0.1816500843283097,"score_spread":0.1710565864943665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268135","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023432203,0.007333584,0.0029830348,0.0000134223865,0.00019450867,0.0002596323,0.000065336084,0.000792144,0.9883349],"genre_scores_gemma":[0.0015838592,0.0013608729,0.0002424963,0.00004630514,0.000038482478,0.0000021307287,0.0003076315,0.00010333875,0.9963149],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991916,0.00006990755,0.0001574581,0.00022104231,0.00016313333,0.00019687129],"domain_scores_gemma":[0.9984321,0.000037813687,0.00004517872,0.0013187865,0.000060032216,0.000106092666],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000075875156,0.00028289304,0.0002506877,0.0001651698,0.00007770357,0.00006225058,0.0008604917,0.0003921376,0.000002989793],"category_scores_gemma":[0.0000025549182,0.00037482393,0.00019038153,0.00002387646,0.00010240189,0.000039492155,0.00040992667,0.00081423734,0.00007344773],"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":[0.0000047147364,0.0000031209197,3.246333e-8,0.00016624654,0.00018094473,0.000110481415,0.000025214333,0.00046260515,0.00012621866,0.46213663,0.53556305,0.0012207141],"study_design_scores_gemma":[0.0001477288,0.000006586085,4.1283488e-7,0.00027419755,0.00017043152,0.000008327862,0.0000061445817,0.006759236,0.0005131025,0.000014369239,0.9917497,0.00034978724],"about_ca_topic_score_codex":0.000011072279,"about_ca_topic_score_gemma":0.0000010577029,"teacher_disagreement_score":0.46212226,"about_ca_system_score_codex":0.00031296068,"about_ca_system_score_gemma":0.000076848366,"threshold_uncertainty_score":0.99987036},"labels":[],"label_agreement":null},{"id":"W4405268138","doi":"10.1017/9781108963961.014","title":"Design and Engineering of Molecular Communication Systems","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Context (archaeology); Computer science; Systems engineering; Molecular communication; Engineering; Telecommunications; Biology","score_opus":0.013555142581267408,"score_gpt":0.16697939007670376,"score_spread":0.15342424749543634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268138","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006613937,0.01754848,0.057035238,0.0000031972088,0.00011692926,0.00037695456,0.000026039885,0.0002757367,0.9245513],"genre_scores_gemma":[0.048373275,0.0046128016,0.0025234672,0.000006353491,0.00002285321,0.0000031824177,0.00006350938,0.0001536334,0.9442409],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994414,0.000024752702,0.00016626048,0.0001489047,0.00010817141,0.00011049649],"domain_scores_gemma":[0.99910474,0.00006077012,0.000055458666,0.0006573951,0.000053741,0.00006787291],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009583823,0.00021336958,0.00026121322,0.00016488311,0.00003061117,0.000029624132,0.00033216094,0.000249966,5.904951e-7],"category_scores_gemma":[0.0000018768133,0.0002775836,0.00007129741,0.0000106448515,0.000063161555,0.00002910297,0.0002173283,0.00036510607,0.0000028020013],"study_design_candidate":"theoretical_or_conceptual","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":[0.000007014321,0.000001470494,3.6720245e-8,0.00037440725,0.00022650685,0.000039303945,0.00003130683,0.02381255,0.0016716927,0.97145313,0.0021322395,0.00025032807],"study_design_scores_gemma":[0.00024013294,0.00002053334,6.964707e-7,0.0010770293,0.0002929188,0.000021579679,0.000011151653,0.22957204,0.0018040657,0.000010773237,0.7665012,0.00044791607],"about_ca_topic_score_codex":0.000014216184,"about_ca_topic_score_gemma":9.04423e-8,"teacher_disagreement_score":0.97144234,"about_ca_system_score_codex":0.00006851377,"about_ca_system_score_gemma":0.000013487137,"threshold_uncertainty_score":0.99996763},"labels":[],"label_agreement":null},{"id":"W4405268139","doi":"10.1017/9781108963961.015","title":"Targeted Cluster Formation of Bio-nanomachines","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Cluster (spacecraft); Computer science; Task (project management); Distributed computing; Drug delivery; Nanotechnology; Computational biology; Biological system; Biology; Systems engineering; Engineering; Materials science; Computer network","score_opus":0.011498695155329065,"score_gpt":0.17744203848444362,"score_spread":0.16594334332911456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268139","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007003821,0.0018084702,0.0061671436,0.000007905151,0.0002447673,0.00023447351,0.00012671208,0.00027300866,0.99106747],"genre_scores_gemma":[0.016944127,0.0005014032,0.0001702694,0.00001707688,0.00004547862,6.316992e-7,0.00018483512,0.000059270405,0.9820769],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940366,0.000014532647,0.00019404743,0.00014190617,0.00012269485,0.00012313593],"domain_scores_gemma":[0.99929816,0.000023264343,0.00007483771,0.00047931517,0.00006468262,0.000059772403],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000049109294,0.00022384756,0.00024316854,0.00020745774,0.00004135069,0.000018076691,0.00032529765,0.0002730971,0.0000053505673],"category_scores_gemma":[0.0000015219679,0.00025955643,0.00016974402,0.0000117964755,0.00006457719,0.00006105991,0.00019474456,0.00031891113,0.000021073221],"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":[0.00003564584,0.000004918078,3.6560778e-7,0.0007318415,0.00025450572,0.000042038,0.00009804939,0.0010232719,0.0007068989,0.92559254,0.06903742,0.0024724784],"study_design_scores_gemma":[0.0002251273,0.000013423445,0.0000016213671,0.00024693253,0.00014734491,0.0000072561343,0.0000060632046,0.029607981,0.0017443106,0.000016933463,0.96771413,0.0002688555],"about_ca_topic_score_codex":0.000011676242,"about_ca_topic_score_gemma":0.0000022321312,"teacher_disagreement_score":0.9255756,"about_ca_system_score_codex":0.00008357955,"about_ca_system_score_gemma":0.000014176055,"threshold_uncertainty_score":0.9999857},"labels":[],"label_agreement":null},{"id":"W4405268144","doi":"10.1017/9781108963961.018","title":"Standardization in Molecular Communication","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Standardization; Molecular communication; Computer science; Telecommunications; Systems engineering; Engineering; Operating system","score_opus":0.009925924402339067,"score_gpt":0.1816926952106834,"score_spread":0.17176677080834435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268144","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020051883,0.0037754464,0.01778636,0.00001341949,0.00010108855,0.00026310832,0.00006353651,0.00031832425,0.9776587],"genre_scores_gemma":[0.010186278,0.0023236333,0.00038008817,0.00002405121,0.00001711239,0.0000015854081,0.00022538866,0.00009196011,0.9867499],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930775,0.000029865621,0.00017727687,0.00019204093,0.00015114286,0.00014194848],"domain_scores_gemma":[0.9990043,0.000023663419,0.000043577264,0.0008117424,0.000055428576,0.00006128229],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008968353,0.00022569341,0.0002211554,0.00023798375,0.000043515618,0.00004186341,0.0004388813,0.0003113863,0.000004643941],"category_scores_gemma":[0.0000022143545,0.00030843596,0.000107177664,0.000019332514,0.00006661639,0.00004394516,0.00022660916,0.00057770923,0.000019279732],"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":[0.000009157818,0.0000023177374,1.762178e-7,0.0000928854,0.00007570042,0.00009867575,0.000033314034,0.004020023,0.00014449317,0.98530483,0.009162604,0.0010557906],"study_design_scores_gemma":[0.00022279735,0.000006663848,0.0000011553874,0.00037092908,0.000071899434,0.000003889363,0.000007733573,0.008654841,0.000440328,0.00006801229,0.98985445,0.00029730567],"about_ca_topic_score_codex":0.00001597826,"about_ca_topic_score_gemma":0.0000066983685,"teacher_disagreement_score":0.9852368,"about_ca_system_score_codex":0.00028387646,"about_ca_system_score_gemma":0.000027114964,"threshold_uncertainty_score":0.99993676},"labels":[],"label_agreement":null},{"id":"W4405268148","doi":"10.1017/9781108963961.012","title":"Experimental Molecular Communication: Macroscale Systems","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Computer science; Nanotechnology; Materials science; Telecommunications; Channel (broadcasting)","score_opus":0.01306999370046396,"score_gpt":0.19188701117201773,"score_spread":0.17881701747155376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268148","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000045986882,0.026137417,0.0015064048,0.0000077974755,0.00037915417,0.00036359765,0.00010319159,0.0006259051,0.97083056],"genre_scores_gemma":[0.03184839,0.00068610115,0.00011816068,0.000021606782,0.00004651503,0.000004022885,0.00015305678,0.000121576486,0.96700054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990955,0.00003296158,0.00020466489,0.00026607054,0.00019625488,0.0002045668],"domain_scores_gemma":[0.9984212,0.000025670122,0.00005782126,0.0013063313,0.00005393791,0.00013504413],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000060778486,0.00034450585,0.00030794577,0.0001316055,0.00011356807,0.000102676415,0.00078294706,0.00037331204,0.000008388017],"category_scores_gemma":[7.3113694e-7,0.00045033538,0.00020172233,0.000012112143,0.00014343689,0.000044171727,0.00048060683,0.00062943075,0.000080437356],"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":[0.000008075757,0.000004764333,3.7451606e-8,0.00012232176,0.00020390566,0.00017126222,0.00003480354,0.0005932895,0.0011058857,0.95635074,0.04128961,0.00011529576],"study_design_scores_gemma":[0.00021183728,0.000012639504,1.3939966e-7,0.00034235514,0.000113344075,0.000026145939,0.000035462337,0.006905065,0.0029026552,0.0000057349716,0.98901016,0.00043443637],"about_ca_topic_score_codex":0.000026786294,"about_ca_topic_score_gemma":4.2736028e-7,"teacher_disagreement_score":0.956345,"about_ca_system_score_codex":0.00025284447,"about_ca_system_score_gemma":0.000021441232,"threshold_uncertainty_score":0.99979484},"labels":[],"label_agreement":null},{"id":"W4405268154","doi":"10.1017/9781108963961.008","title":"Mathematical Modelling and Simulation: Diffusion-Based Molecular Communication","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Diffusion; Diffusion process; Statistical physics; Computer science; Mathematical model; Process (computing); Physics; Innovation diffusion; Telecommunications; Thermodynamics; Quantum mechanics","score_opus":0.018480359848706326,"score_gpt":0.1950957382369314,"score_spread":0.17661537838822508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405268154","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000909854,0.0020908283,0.21313883,0.000014540573,0.000036389443,0.0002322722,0.000026143223,0.00031049864,0.7840595],"genre_scores_gemma":[0.11453077,0.0007559266,0.003445963,0.000056494715,0.00003203015,0.0000024117433,0.00016312604,0.00015048186,0.8808628],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926597,0.000025279935,0.00018524978,0.00021994513,0.00016502597,0.00013855335],"domain_scores_gemma":[0.99884266,0.00012200555,0.00004944691,0.0008151502,0.00006227293,0.000108449145],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007180158,0.00026890886,0.0002527852,0.00014083962,0.000105886626,0.000060739556,0.00032790386,0.00032065573,0.0000065918293],"category_scores_gemma":[0.0000022569357,0.0003308498,0.00012048104,0.000011085931,0.0001127723,0.000033607022,0.00023341969,0.00050461106,0.000015829564],"study_design_candidate":"simulation_or_modeling","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":[0.000008508853,0.0000036502763,4.648512e-8,0.00019249835,0.00007342385,0.00003797304,0.000024144778,0.30003747,0.000029798563,0.698659,0.0004979615,0.000435549],"study_design_scores_gemma":[0.0001564452,0.0000053683916,8.1900254e-8,0.00031984074,0.00012536976,0.000002298796,0.0000037800182,0.7073547,0.000059609447,0.00019620522,0.2915448,0.00023150134],"about_ca_topic_score_codex":0.0000046142986,"about_ca_topic_score_gemma":2.6676898e-7,"teacher_disagreement_score":0.6984628,"about_ca_system_score_codex":0.00008976034,"about_ca_system_score_gemma":0.000018613608,"threshold_uncertainty_score":0.99991435},"labels":[],"label_agreement":null},{"id":"W4405718203","doi":"10.1109/tmbmc.2024.3521984","title":"Single Input Multi Output Model of Molecular Communication via Diffusion With Spheroidal Receivers","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Engineering and Physical Sciences Research Council","keywords":"Molecular communication; Diffusion; Computer science; Biological system; Physics; Topology (electrical circuits); Electronic engineering; Telecommunications; Biology; Electrical engineering; Engineering; Transmitter; Quantum mechanics; Channel (broadcasting)","score_opus":0.03861184909874216,"score_gpt":0.24371975031373003,"score_spread":0.20510790121498787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405718203","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":[0.08016175,0.005182878,0.9129961,0.00037073105,0.00005320623,0.0004155316,0.00006157358,0.00029680345,0.00046140092],"genre_scores_gemma":[0.8494516,0.004682214,0.14546457,0.00008989586,0.0000024772644,0.00010686296,0.00007985854,0.000046633926,0.00007586896],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984822,0.00033329293,0.00043543562,0.00032230758,0.00016859164,0.00025817152],"domain_scores_gemma":[0.99776495,0.00018094102,0.000059685117,0.0017330736,0.00010701165,0.00015431625],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020023256,0.00031327442,0.00030965777,0.00017337278,0.00028861593,0.000056674577,0.00076778536,0.00028054183,0.000023959374],"category_scores_gemma":[0.00000747147,0.0002671303,0.00017321827,0.00043060246,0.0004993084,0.00010433413,0.00003817501,0.00076476147,0.000014944171],"study_design_candidate":"simulation_or_modeling","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":[0.00004403638,0.00073186314,0.000019395873,0.000051253566,0.0001734463,0.0000040865007,0.0004870935,0.16727018,0.7558986,0.00018995962,0.000016074597,0.07511403],"study_design_scores_gemma":[0.000676016,0.00015721715,0.00004931898,0.00018493313,0.00008898588,0.0000149204725,0.00010382589,0.92182505,0.07570163,0.00010144221,0.00074055034,0.0003560811],"about_ca_topic_score_codex":0.00003063558,"about_ca_topic_score_gemma":0.0001479973,"teacher_disagreement_score":0.76928985,"about_ca_system_score_codex":0.000068359404,"about_ca_system_score_gemma":0.000024327406,"threshold_uncertainty_score":0.99997807},"labels":[],"label_agreement":null},{"id":"W4405907600","doi":"10.1109/wf-iot62078.2024.10811339","title":"Energy-Efficient Clustering and Power Allocation in RSMA-Enabled IoT Networks with Finite Blocklength Coding and Hardware Impairments","year":2024,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Cluster analysis; Internet of Things; Coding (social sciences); Ultra low power; Power (physics); Computer architecture; Embedded system; Computer hardware; Power consumption; Mathematics; Physics; Artificial intelligence","score_opus":0.005655208096347322,"score_gpt":0.19332651293757794,"score_spread":0.18767130484123062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405907600","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1894257,0.007462831,0.79790443,0.00019299398,0.00016531501,0.00024121994,0.0000012453647,0.0004177129,0.0041885283],"genre_scores_gemma":[0.9975719,0.0007840039,0.0012762438,0.00008654363,0.00001618049,0.000024146997,0.000010173048,0.00003055529,0.00020024194],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993673,0.000028262504,0.00016031033,0.00017223261,0.00008049902,0.00019141463],"domain_scores_gemma":[0.9996629,0.00006539394,0.000011387585,0.00018167394,0.000014527902,0.00006415733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014710473,0.00013360672,0.000114362396,0.00012052602,0.000048539354,0.00011269591,0.000065844164,0.00006837295,0.00002494807],"category_scores_gemma":[0.0000031948903,0.00011696598,0.000014185755,0.0002352694,0.000018764496,0.00004210595,0.00006942617,0.00014977927,0.0000012032264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014664026,0.000015272128,0.00030520337,0.000064834036,0.00004087199,0.000021369158,0.00038692766,0.9899667,0.0002982827,0.0005488575,0.00020426432,0.008132747],"study_design_scores_gemma":[0.0003031377,0.000028288307,0.00054207945,0.00024231894,0.000009382483,0.000017021153,0.00007154486,0.99594283,0.00009870509,0.000006090575,0.0025873976,0.00015120358],"about_ca_topic_score_codex":0.000021972683,"about_ca_topic_score_gemma":0.00013269608,"teacher_disagreement_score":0.80814624,"about_ca_system_score_codex":0.000042103035,"about_ca_system_score_gemma":0.000008114675,"threshold_uncertainty_score":0.47697344},"labels":[],"label_agreement":null},{"id":"W4406755427","doi":"10.1007/978-3-031-76455-4_4","title":"Spectrum and RF Characteristics of Cellular Systems","year":2024,"lang":"en","type":"book-chapter","venue":"Textbooks in telecommunication engineering","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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 Toronto; InterDigital (Canada); Telus (Canada)","funders":"","keywords":"Spectrum (functional analysis); Computer science; Physics; Quantum mechanics","score_opus":0.008556118832139789,"score_gpt":0.18365082070016556,"score_spread":0.17509470186802578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406755427","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025165442,0.1673288,0.020061195,0.00011055941,0.0013648444,0.0013515614,0.00009964395,0.0015455607,0.80562127],"genre_scores_gemma":[0.9581787,0.014167657,0.000815956,0.000007277873,0.00009007985,0.00004356022,0.00014799107,0.0002594611,0.026289346],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987321,0.000011559012,0.000719841,0.00018871839,0.0001449267,0.0002028798],"domain_scores_gemma":[0.99845403,0.000108224536,0.0001090798,0.001235086,0.000028677088,0.000064923],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024823812,0.00034558272,0.00051158597,0.0004467313,0.000024484001,0.00004628032,0.00050582906,0.00035173702,0.000037255028],"category_scores_gemma":[0.000009691273,0.00042153226,0.00008083224,0.00006806122,0.00005017786,0.000044804896,0.00021489081,0.00092114514,0.00003617174],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000109574785,0.000031131327,0.000037757047,0.0042954413,0.00051221723,0.00003713383,0.0006842595,0.07608102,0.009308936,0.89357454,0.0004476092,0.014979004],"study_design_scores_gemma":[0.00038428666,0.00004660391,0.00022075698,0.0040189363,0.00014774017,0.000040291397,0.000019860052,0.6410324,0.0011025885,0.0025847706,0.3490797,0.0013220507],"about_ca_topic_score_codex":0.000007807907,"about_ca_topic_score_gemma":0.00000916707,"teacher_disagreement_score":0.95566213,"about_ca_system_score_codex":0.00012580235,"about_ca_system_score_gemma":0.000016019952,"threshold_uncertainty_score":0.99982363},"labels":[],"label_agreement":null},{"id":"W4406978229","doi":"10.1016/j.heliyon.2025.e42267","title":"The collision between wireless and biology","year":2025,"lang":"en","type":"article","venue":"Heliyon","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Collision; Wireless; Computational biology; Biology; Computer science; Computer security; Telecommunications","score_opus":0.01386139486865679,"score_gpt":0.25941438869175604,"score_spread":0.24555299382309925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406978229","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":[0.83557963,0.07741815,0.0506963,0.0014928477,0.00046417626,0.0002479905,0.000004535974,0.00028183468,0.03381453],"genre_scores_gemma":[0.9877451,0.011877119,0.00009667224,0.00005453439,0.000016251293,0.0000063974135,0.0000044596336,0.0000040566497,0.00019542298],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979115,0.000025451402,0.00006372735,0.00003963651,0.000013511379,0.00006654527],"domain_scores_gemma":[0.9997093,0.000094309566,0.0000053935487,0.00016963406,0.000008306732,0.000013051085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007157002,0.000034554367,0.00004576143,0.000018357508,0.00008128193,0.0000142178005,0.000086187414,0.00004482007,0.0000017746814],"category_scores_gemma":[0.000006339077,0.000025422647,0.000009733731,0.000084157204,0.000023141682,0.000007893552,0.000039598875,0.00006899757,0.000005737031],"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":[0.000015148038,0.000011612055,0.024342654,0.00022284353,0.00013260728,9.439455e-7,0.00016288766,0.0007336972,0.017347192,0.07820193,0.005768907,0.8730596],"study_design_scores_gemma":[0.00036328076,0.00001849818,0.02319529,0.00018150125,0.000017318223,8.094192e-7,0.000034501227,0.012905382,0.009026782,0.0010872557,0.95303017,0.00013921982],"about_ca_topic_score_codex":0.0000013059766,"about_ca_topic_score_gemma":0.000009358043,"teacher_disagreement_score":0.9472613,"about_ca_system_score_codex":0.0000071883464,"about_ca_system_score_gemma":0.0000033497652,"threshold_uncertainty_score":0.103670545},"labels":[],"label_agreement":null},{"id":"W4407018188","doi":"10.52202/078355-0026","title":"Automated Phage Susceptibility Testing in Microgravity Using Digital Microfluidics to Advance Space Healthcare in Long-Term Missions","year":2024,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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 Toronto","funders":"","keywords":"Microfluidics; Term (time); Computer science; Weightlessness; Space (punctuation); Digital microfluidics; Space exploration; Aerospace engineering; Nanotechnology; Engineering; Physics; Materials science; Electrical engineering","score_opus":0.024918242284588173,"score_gpt":0.3101928387904449,"score_spread":0.28527459650585674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407018188","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":[0.9742956,0.0066806152,0.016731923,0.00030284416,0.00013579808,0.00035482983,0.000013945991,0.001126381,0.00035807418],"genre_scores_gemma":[0.9887479,0.00009395358,0.010974539,0.00005858691,0.000014309934,0.000007775254,0.000025629897,0.000035353296,0.000041933377],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989844,0.000049265534,0.00031112036,0.00024873827,0.0000840428,0.00032241197],"domain_scores_gemma":[0.9993195,0.00010459505,0.0000121417415,0.00040283377,0.000030073921,0.000130844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018307756,0.0001560382,0.0001659752,0.0001853413,0.00003834799,0.00011418693,0.00017935749,0.000092299866,0.0000147162555],"category_scores_gemma":[0.00007433257,0.00016685728,0.000038493043,0.0011561154,0.00001979905,0.00015255602,0.00010933585,0.00031198157,0.00001833746],"study_design_candidate":"simulation_or_modeling","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":[0.00001693049,0.00017023242,0.24900468,0.0008694574,0.000025849142,0.0002976076,0.0009059066,0.030537788,0.6377785,0.00011128695,0.0007541064,0.07952762],"study_design_scores_gemma":[0.00043288863,0.0000412861,0.07860245,0.0019438412,0.000008536245,0.00006310642,0.000103127844,0.8985572,0.018140947,0.000057883317,0.0014116169,0.00063711277],"about_ca_topic_score_codex":0.00014832252,"about_ca_topic_score_gemma":0.0006588939,"teacher_disagreement_score":0.8680194,"about_ca_system_score_codex":0.00026154582,"about_ca_system_score_gemma":0.000051411218,"threshold_uncertainty_score":0.6804243},"labels":[],"label_agreement":null},{"id":"W4407550748","doi":"10.1007/978-3-031-81599-7_9","title":"Energy-Efficient Transmitter Creation in Molecular Communication","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"York University","funders":"","keywords":"Transmitter; Molecular communication; Energy (signal processing); Computer science; Physics; Telecommunications; Quantum mechanics","score_opus":0.008845516461628958,"score_gpt":0.2105235293670638,"score_spread":0.20167801290543486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407550748","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001517784,0.0026036531,0.98121935,0.0004976244,0.00018519907,0.00038258766,0.000029754348,0.00007070857,0.01485937],"genre_scores_gemma":[0.12571596,0.0014636286,0.87199646,0.00031341004,0.000044216078,0.00008349269,0.00019760843,0.00004059158,0.00014464562],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894685,0.000018099987,0.0006073521,0.000097273,0.00016063888,0.00016979652],"domain_scores_gemma":[0.99884236,0.00019202617,0.00016551073,0.00068586075,0.00008693629,0.000027327127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000256727,0.00024125652,0.00030469312,0.00028970637,0.00030843096,0.00007866413,0.0011047614,0.00024743823,0.0000015817772],"category_scores_gemma":[0.000014925347,0.00022455,0.00015813333,0.00025703132,0.00024392625,0.000085265885,0.0002655254,0.00039868266,2.2043513e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010461413,0.000008148378,0.0000010466574,0.00012453046,0.000041946638,3.677149e-8,0.00040666808,0.94028497,0.000022898406,0.04303924,0.00006735394,0.016002122],"study_design_scores_gemma":[0.00019861861,0.000011574805,0.000012892688,0.00039770006,0.000038934097,0.000001937043,0.0000029370854,0.9696037,0.0002361332,0.00063298363,0.02863896,0.00022362379],"about_ca_topic_score_codex":0.000023222961,"about_ca_topic_score_gemma":0.00011093563,"teacher_disagreement_score":0.12556419,"about_ca_system_score_codex":0.000088748806,"about_ca_system_score_gemma":0.00006637121,"threshold_uncertainty_score":0.91568834},"labels":[],"label_agreement":null},{"id":"W4407782568","doi":"10.1109/tmbmc.2025.3544111","title":"Energy Efficient Transmitter Creation by Consuming Free Energy in Molecular Communication","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Science Basic Research Program of Shaanxi Province; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Transmitter; Energy (signal processing); Molecular communication; Computer science; Telecommunications; Physics","score_opus":0.012189043969718656,"score_gpt":0.2368783277462591,"score_spread":0.22468928377654046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407782568","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":[0.014296363,0.011031863,0.9700043,0.0015126813,0.00006726304,0.00023979353,0.000048889244,0.0001852246,0.0026136145],"genre_scores_gemma":[0.97108585,0.009821263,0.017632455,0.00081443327,0.0000019296049,0.00035350941,0.0001342485,0.000028627932,0.00012767411],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981762,0.0005272566,0.0005322424,0.00033055275,0.00012633644,0.00030741937],"domain_scores_gemma":[0.99738824,0.00026344563,0.00005448786,0.002109222,0.00007216841,0.000112427384],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020136194,0.00030406078,0.0003112081,0.00028831064,0.00031399183,0.00005694818,0.0010512569,0.00033631668,0.000027902443],"category_scores_gemma":[0.000010145617,0.00030619954,0.00014835047,0.00060561206,0.0003821361,0.000050838145,0.00003893638,0.00049065,0.0000040724594],"study_design_candidate":"simulation_or_modeling","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":[0.00011043748,0.0024492128,0.00016486242,0.000054808905,0.00036170293,0.000008901876,0.0004856844,0.10888059,0.6238097,0.012460874,0.0006931165,0.2505201],"study_design_scores_gemma":[0.00287193,0.00008160763,0.00030873125,0.00027028637,0.00010289883,0.000009482106,0.00016994895,0.8128648,0.15890494,0.0010684025,0.022564063,0.0007829555],"about_ca_topic_score_codex":0.00015449389,"about_ca_topic_score_gemma":0.00041561457,"teacher_disagreement_score":0.9567895,"about_ca_system_score_codex":0.000093503215,"about_ca_system_score_gemma":0.000020928153,"threshold_uncertainty_score":0.999939},"labels":[],"label_agreement":null},{"id":"W4407806384","doi":"10.1021/acs.nanolett.5c01130","title":"Entangled Photon Pair Generation in the Telecom O-Band from Nanowire Quantum Dots","year":2025,"lang":"en","type":"preprint","venue":"Nano Letters","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"National Research Council Canada; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Kungliga Tekniska Högskolan; VINNOVA; Shanghai Educational Development Foundation; Academia Sinica; University of Ottawa","keywords":"Quantum dot; Photon entanglement; Nanowire; Photon; Telecommunications; Physics; Optoelectronics; Quantum; Quantum mechanics; Quantum entanglement; Computer science","score_opus":0.016838355701756003,"score_gpt":0.22402380406891848,"score_spread":0.20718544836716246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407806384","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":[0.9797577,0.004119278,0.007922367,0.004164567,0.0014758831,0.00076559273,0.000059152128,0.0002254582,0.0015099864],"genre_scores_gemma":[0.99344915,0.000577277,0.0006529264,0.00394393,0.00021710702,0.00020058444,0.0008774521,0.000030364452,0.000051229697],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99864894,0.00025746957,0.000357578,0.00029200732,0.00021484155,0.0002291575],"domain_scores_gemma":[0.9987493,0.00009161027,0.00006621945,0.0010457555,0.000018043247,0.000029058843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002462169,0.00027494694,0.00026774895,0.00014724083,0.00007138275,0.00011306412,0.000732601,0.00029902556,0.000058869573],"category_scores_gemma":[0.0000141478495,0.00024502596,0.00013777707,0.00020811374,0.000025077734,0.00003722021,0.0001278509,0.00063867297,0.000018010842],"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":[0.000028711047,0.00011013748,0.001501507,0.00018881047,0.00028491864,0.000060809,0.0030125203,0.1268445,0.6487875,0.00021925781,0.20909442,0.0098669045],"study_design_scores_gemma":[0.0027709063,0.00003485868,0.0041319807,0.0011093866,0.00024373745,0.0000075421462,0.00016266051,0.47165748,0.19296339,0.00063681434,0.32411987,0.002161349],"about_ca_topic_score_codex":0.00029810026,"about_ca_topic_score_gemma":0.00035946886,"teacher_disagreement_score":0.4558241,"about_ca_system_score_codex":0.00016191232,"about_ca_system_score_gemma":0.000035251847,"threshold_uncertainty_score":0.9991869},"labels":[],"label_agreement":null},{"id":"W4407825307","doi":"10.48047/cu/54/03/3520-3535","title":"Onco-Trace: A Non-Invasive Technique to Detect Breast Cancer Tumors Using Copper Based Microstrip Patch Antenna","year":2025,"lang":"en","type":"article","venue":"Cuestiones de Fisioterapia","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Breast cancer; Microstrip antenna; Copper; TRACE (psycholinguistics); Antenna (radio); Medicine; Cancer; Internal medicine; Materials science; Computer science; Telecommunications; Metallurgy","score_opus":0.008405281474263095,"score_gpt":0.26329601536858455,"score_spread":0.25489073389432143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407825307","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2789009,0.0014432218,0.71717525,0.0008876458,0.00032472532,0.00068979,0.00007163439,0.00036144463,0.00014538126],"genre_scores_gemma":[0.97582877,0.00015739487,0.022810098,0.0008298033,0.00005735055,0.00019441427,0.00001676046,0.000044296034,0.00006113223],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989834,0.000075299205,0.0002846149,0.00023267856,0.000110130044,0.0003139232],"domain_scores_gemma":[0.99909556,0.00007522251,0.00003906089,0.00053529383,0.0001289641,0.00012587848],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016191618,0.00022935122,0.00023179025,0.00026245197,0.00014479479,0.000072572235,0.00031697124,0.00018504495,0.0000531484],"category_scores_gemma":[0.000032510212,0.0002470109,0.000094359646,0.0006983634,0.000035544574,0.00008516381,0.00006770645,0.0003052364,0.00001598256],"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":[0.00006685781,0.000032150274,0.0062979315,0.00015823067,0.00005639801,0.000024742656,0.00012283245,0.045147557,0.9372417,0.000018324652,0.003340101,0.0074931877],"study_design_scores_gemma":[0.0015864706,0.00007844332,0.091414995,0.0058968267,0.00011209998,0.00015184094,0.00005230699,0.4959051,0.39676037,0.00023784288,0.0065682647,0.0012354275],"about_ca_topic_score_codex":0.00023546159,"about_ca_topic_score_gemma":0.00012555614,"teacher_disagreement_score":0.69692785,"about_ca_system_score_codex":0.00029575027,"about_ca_system_score_gemma":0.00018005616,"threshold_uncertainty_score":0.9999982},"labels":[],"label_agreement":null},{"id":"W4407911294","doi":"10.1186/s12859-025-06082-8","title":"Bacterial network for precise plant stress detection and enhanced crop resilience","year":2025,"lang":"en","type":"article","venue":"BMC Bioinformatics","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Key Technologies Research and Development Program","keywords":"Resilience (materials science); Crop; Biology; Computer science; DNA microarray; Stress (linguistics); Computational biology; Biotechnology; Genetics; Agronomy; Gene; Gene expression; Materials science","score_opus":0.008203899709209869,"score_gpt":0.21601200935749648,"score_spread":0.2078081096482866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407911294","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":[0.015670925,0.00026837416,0.9806121,0.0000059624053,0.00044325026,0.000324763,0.00002201664,0.00011540196,0.002537178],"genre_scores_gemma":[0.69717187,0.00078252616,0.3012051,0.00008862844,0.00016805303,0.00015431484,0.00013437116,0.000023716188,0.00027143135],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995237,0.000011322384,0.00022583509,0.00004876097,0.00004621217,0.00014419972],"domain_scores_gemma":[0.99960035,0.00008284064,0.000034606972,0.00022869922,0.000022279432,0.000031223513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010020865,0.00008247432,0.00009610751,0.000039833805,0.00008871208,0.000054575088,0.00011441492,0.00007822584,0.000005020187],"category_scores_gemma":[0.000029057566,0.000081096696,0.000025201698,0.000118324606,0.000021009428,0.00008786421,0.000040527528,0.000067606794,0.0000026611065],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005533473,0.000053919284,0.00045904474,0.0029250877,0.00014878543,4.1342935e-7,0.00151258,0.6641018,0.01161662,0.0036587866,0.013866102,0.30110356],"study_design_scores_gemma":[0.00036790658,0.000018593279,0.00033923722,0.00010484081,0.000012466469,8.355727e-7,0.000034883942,0.9750762,0.014939383,0.00009439776,0.008911584,0.00009970211],"about_ca_topic_score_codex":0.0000012461292,"about_ca_topic_score_gemma":0.00009405011,"teacher_disagreement_score":0.681501,"about_ca_system_score_codex":0.000018731764,"about_ca_system_score_gemma":0.000015000554,"threshold_uncertainty_score":0.33070272},"labels":[],"label_agreement":null},{"id":"W4408860659","doi":"10.1109/tmbmc.2025.3552991","title":"Anisotropic Diffusion Model of Communication in 2D Biofilm","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Engineering and Physical Sciences Research Council","keywords":"Biofilm; Anisotropy; Diffusion; Materials science; Statistical physics; Physics; Optics; Geology; Thermodynamics; Bacteria","score_opus":0.030614242365979275,"score_gpt":0.2628346760285228,"score_spread":0.23222043366254352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408860659","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12820904,0.0029551256,0.8663214,0.00048670656,0.000038265076,0.00032615394,0.000026629774,0.000093956754,0.0015427343],"genre_scores_gemma":[0.9394648,0.012712035,0.04746937,0.00013392787,8.3738166e-7,0.00011224005,0.00003009982,0.0000124944445,0.0000641629],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989243,0.0002354478,0.00041751208,0.00017902523,0.00007169793,0.00017199531],"domain_scores_gemma":[0.9981903,0.00014275781,0.000045903093,0.001506805,0.00005575614,0.00005849185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014511177,0.00017497662,0.00024767118,0.00022769836,0.00017489886,0.000016053767,0.00069757394,0.00022310286,0.00001234356],"category_scores_gemma":[0.000008259743,0.00016526153,0.000101384314,0.0004413514,0.00029266204,0.00004624395,0.00003338337,0.00044659083,0.000004291027],"study_design_candidate":"simulation_or_modeling","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":[0.00006464476,0.0016395451,0.0008001644,0.00006078612,0.00011388927,9.24366e-7,0.00043754658,0.25239936,0.65264285,0.004800127,0.00004226197,0.086997904],"study_design_scores_gemma":[0.00090218836,0.00004163506,0.0015361966,0.00013184421,0.000027520362,0.0000012410325,0.000089986046,0.9694345,0.02659545,0.00067714986,0.00035699017,0.00020528559],"about_ca_topic_score_codex":0.000029470199,"about_ca_topic_score_gemma":0.00022941532,"teacher_disagreement_score":0.818852,"about_ca_system_score_codex":0.000042415002,"about_ca_system_score_gemma":0.000017997512,"threshold_uncertainty_score":0.673917},"labels":[],"label_agreement":null},{"id":"W4409473511","doi":"10.1101/cshperspect.a041796","title":"Modeling and Simulating Single and Collective Cell Motility","year":2025,"lang":"en","type":"article","venue":"Cold Spring Harbor Perspectives in Biology","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"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":"Biology; Motility; Cell biology; Computational biology","score_opus":0.01395376981540763,"score_gpt":0.2503772993653998,"score_spread":0.23642352954999218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409473511","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":[0.93911177,0.016499123,0.039085675,0.000048253423,0.000071275055,0.000177457,0.0000013688588,0.00010137969,0.0049037016],"genre_scores_gemma":[0.99709684,0.00048790232,0.0023329936,0.000022200846,0.000011831844,0.000013902863,2.0357584e-7,0.000010653647,0.000023447823],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938345,0.00006579307,0.00014347,0.00022173044,0.000020755822,0.00016479485],"domain_scores_gemma":[0.99961287,0.00012097788,0.000012878841,0.00019295611,0.00003149262,0.000028814397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013749294,0.000106836975,0.00016228869,0.00013868908,0.000073661315,0.000019813875,0.00008503279,0.00010297968,0.0000028764098],"category_scores_gemma":[0.000070318914,0.00012222173,0.00001820215,0.00020455393,0.000077003984,0.000033984157,0.00011023132,0.00020434693,3.5377664e-7],"study_design_candidate":"simulation_or_modeling","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":[0.000073524985,0.00025889944,0.072910435,0.00023550351,0.0001558855,0.0000074380328,0.00486676,0.37175852,0.44100654,0.10688442,0.000017122418,0.001824968],"study_design_scores_gemma":[0.0004282344,0.000022011438,0.009928299,0.00004213839,0.000006964147,1.3750983e-7,0.0003264978,0.98583883,0.0025284789,0.00067447365,0.00008652735,0.00011738713],"about_ca_topic_score_codex":0.000029363895,"about_ca_topic_score_gemma":0.000027813572,"teacher_disagreement_score":0.61408037,"about_ca_system_score_codex":0.0001608402,"about_ca_system_score_gemma":0.000016040152,"threshold_uncertainty_score":0.49840575},"labels":[],"label_agreement":null},{"id":"W4410414666","doi":"10.21203/rs.3.rs-6659179/v1","title":"ZA25 Protocol: Revolutionizing Quantum Secure Direct Communication with 100 km Quantum Repeater-Enhanced Simulation (0.9950 Fidelity), Real-Time '10' Transmission (0.946 Fidelity), 100% Shot Accuracy, and M3-Mitigated Qiskit-Based NISQ Performance","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"Canadian Quantum Research Center","funders":"","keywords":"Repeater (horology); Fidelity; Protocol (science); Transmission (telecommunications); Computer science; Quantum; Single shot; Computer network; Telecommunications; Physics; Encoding (memory); Artificial intelligence; Optics; Quantum mechanics; Medicine","score_opus":0.04887036268385594,"score_gpt":0.3602091915659286,"score_spread":0.3113388288820727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410414666","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":[0.36016437,0.021853749,0.20234165,0.00432902,0.00056458166,0.3284535,0.0016505588,0.010867881,0.06977468],"genre_scores_gemma":[0.9649972,0.0035075832,0.0040017124,0.0000323126,0.00007567062,0.023570988,0.0027124672,0.00017266229,0.0009294013],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9928986,0.0022484183,0.0013663627,0.0011236705,0.0013406427,0.0010222993],"domain_scores_gemma":[0.99259317,0.0014934185,0.00036417003,0.0035130063,0.0016567765,0.00037943825],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003061557,0.0008011755,0.00092648854,0.0009080965,0.0010662591,0.0004622471,0.0013632524,0.0009793256,0.0002721027],"category_scores_gemma":[0.0004851626,0.0007810251,0.00023175153,0.0015805638,0.00033347597,0.000426672,0.00078716094,0.0029990443,0.000032717264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017913213,0.00033437714,0.00026838575,0.011626324,0.00026763437,0.000016079275,0.00132269,0.94184357,0.011792545,0.00021080286,0.0022699228,0.028256321],"study_design_scores_gemma":[0.0014561425,0.00029463496,0.0012179094,0.010871729,0.00005941715,0.0000025562708,0.000084136336,0.9664813,0.006150899,0.00026770524,0.012309418,0.0008041202],"about_ca_topic_score_codex":0.0005374614,"about_ca_topic_score_gemma":0.00010446236,"teacher_disagreement_score":0.6048328,"about_ca_system_score_codex":0.0009124134,"about_ca_system_score_gemma":0.0010244695,"threshold_uncertainty_score":0.9994641},"labels":[],"label_agreement":null},{"id":"W4410771533","doi":"10.1109/mwc.001.2400419","title":"Quantum CNN for Detection and Identification of UAV-Enabled Non-Terrestrial Networks","year":2025,"lang":"en","type":"article","venue":"IEEE Wireless Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":10,"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 Waterloo","funders":"National Natural Science Foundation of China; National Key Research and Development Program of China; Deanship of Scientific Research, King Khalid University","keywords":"Computer science; Identification (biology); Computer network; Distributed computing","score_opus":0.01603291085817239,"score_gpt":0.25962461547953897,"score_spread":0.2435917046213666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410771533","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06873925,0.002130969,0.9264384,0.00020462649,0.000594388,0.00070130784,0.00000996613,0.00015895662,0.0010221176],"genre_scores_gemma":[0.995727,0.0028680312,0.00088401255,0.000025390533,0.00003309802,0.00030604078,0.000054279586,0.00002264784,0.000079503705],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990618,0.000093784576,0.00049892126,0.00012873538,0.00006505801,0.00015168513],"domain_scores_gemma":[0.9978938,0.00031311414,0.0001161904,0.0015464759,0.000092159535,0.000038259364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031710786,0.0001235606,0.00020333202,0.00015840761,0.00024640042,0.000046474634,0.0006303697,0.00014397243,0.0000013410964],"category_scores_gemma":[0.000025108919,0.00014494552,0.00007467075,0.00039950598,0.00011680667,0.0000957839,0.000094012605,0.00021690628,0.0000016871574],"study_design_candidate":"simulation_or_modeling","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":[0.00022681082,0.0004358501,0.0005204141,0.0004804988,0.00066331227,3.6684742e-7,0.00079532573,0.22119625,0.4384168,0.030997071,0.0034831252,0.30278414],"study_design_scores_gemma":[0.00058802345,0.000014241207,0.0007732111,0.00007249846,0.00005409108,7.2995624e-7,0.000044858905,0.9796158,0.014744605,0.0005135015,0.003457663,0.00012074408],"about_ca_topic_score_codex":0.000027686336,"about_ca_topic_score_gemma":0.00010808433,"teacher_disagreement_score":0.92698777,"about_ca_system_score_codex":0.000040941533,"about_ca_system_score_gemma":0.000024134342,"threshold_uncertainty_score":0.59107065},"labels":[],"label_agreement":null},{"id":"W4410808526","doi":"10.1109/mwc.001.2400421","title":"Intelligent Spectrum Sharing in Integrated TN-NTNs: A Hierarchical Deep Reinforcement Learning Approach","year":2025,"lang":"en","type":"article","venue":"IEEE Wireless Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":5,"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 Calgary","funders":"","keywords":"Computer science; Reinforcement learning; Artificial intelligence; Distributed computing","score_opus":0.021775221972064412,"score_gpt":0.2598443996161087,"score_spread":0.2380691776440443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410808526","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023822667,0.0032995478,0.8914962,0.0006656478,0.00018949572,0.0005792438,9.957708e-7,0.0006067406,0.07933946],"genre_scores_gemma":[0.99030846,0.0039899447,0.004663316,0.00009934636,0.00001277403,0.0002650471,0.0001436234,0.000034966917,0.00048251875],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985343,0.0001951602,0.00057477044,0.00022092849,0.00013653586,0.00033825423],"domain_scores_gemma":[0.9974843,0.00015349496,0.0000543146,0.0021878718,0.000043963653,0.000076039985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036387163,0.00021399306,0.00026823863,0.00040214392,0.00023670186,0.00008679565,0.0018248925,0.00014860998,0.000028264796],"category_scores_gemma":[0.0000337672,0.00023844432,0.0000915102,0.0011198723,0.00012393117,0.00009270065,0.00047596113,0.001337413,0.000028580907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001435894,0.00016854772,0.0011834379,0.00006168157,0.00010620762,0.0000014859565,0.0011601135,0.9235282,0.0011925889,0.0496363,0.0001611762,0.022785895],"study_design_scores_gemma":[0.0002889768,0.0000106205025,0.00029360456,0.00018503833,0.000014205678,0.0000023742452,0.0002804059,0.9862408,0.0009784015,0.00049381045,0.010998973,0.0002127619],"about_ca_topic_score_codex":0.00009867985,"about_ca_topic_score_gemma":0.00037707953,"teacher_disagreement_score":0.9664858,"about_ca_system_score_codex":0.00028225087,"about_ca_system_score_gemma":0.000045825094,"threshold_uncertainty_score":0.9723477},"labels":[],"label_agreement":null},{"id":"W4410885605","doi":"10.1117/12.3062823","title":"Comparative analysis of projector‐based compression and quantum autoencoders","year":2025,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Projector; Computer science; Compression (physics); Quantum; Artificial intelligence; Computer vision; Data compression; Computer graphics (images); Materials science; Physics; Composite material","score_opus":0.018853815444785343,"score_gpt":0.2861639477184996,"score_spread":0.26731013227371425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410885605","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14679243,0.0015287856,0.7942771,0.00010368386,0.00006234324,0.00020075418,0.0000044580347,0.00019650308,0.056833982],"genre_scores_gemma":[0.99677604,0.000033209166,0.0030621581,0.000042118147,7.585572e-7,0.000005339291,0.000015239984,0.0000018160567,0.00006332903],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969995,0.00003180658,0.00011661085,0.000056722998,0.00004391859,0.000051009585],"domain_scores_gemma":[0.9996985,0.000057631754,0.000015042337,0.00019073565,0.00002234349,0.000015721853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045644687,0.000050952018,0.0001700353,0.00020814539,0.000021176998,0.00000678758,0.00007089567,0.000028935285,0.00003736416],"category_scores_gemma":[0.0000025764261,0.00004426981,0.000038117694,0.00059887767,0.000026624204,0.000015894391,0.000019870373,0.0000496614,4.832407e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019278297,0.00005379039,0.0044917245,0.00007026714,0.0011008083,3.5211752e-7,0.0003963441,0.9691851,0.009794809,0.009844648,0.004004369,0.0010385102],"study_design_scores_gemma":[0.0001308074,0.000004824604,0.008072288,0.00001891513,0.00011965594,1.7328475e-8,0.00005313282,0.9869514,0.0034500568,0.00001749586,0.0011395527,0.00004187191],"about_ca_topic_score_codex":0.000024643407,"about_ca_topic_score_gemma":0.00005696819,"teacher_disagreement_score":0.84998363,"about_ca_system_score_codex":0.000007972702,"about_ca_system_score_gemma":0.000008842073,"threshold_uncertainty_score":0.18052705},"labels":[],"label_agreement":null},{"id":"W4411948981","doi":"10.1109/iwcmc65282.2025.11059714","title":"Quantum-Aided Active User Detection for Energy-Efficient CD-NOMA in Cognitive Radio Networks","year":2025,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Noma; Cognitive radio; Computer science; Computer network; Telecommunications; Wireless; Telecommunications link","score_opus":0.009815836522200897,"score_gpt":0.23424613914122225,"score_spread":0.22443030261902136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411948981","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045017727,0.00070775,0.9440643,0.000038127226,0.00029994562,0.00030840057,0.0000021730384,0.00017752175,0.009384058],"genre_scores_gemma":[0.9985985,0.00014465586,0.0003338294,0.00014997648,0.000027680877,0.00020283456,0.000022945758,0.000019321586,0.00050025375],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934113,0.00005106166,0.00019739967,0.00014927555,0.000053136995,0.00020796638],"domain_scores_gemma":[0.99946207,0.00022641914,0.000021842674,0.0002022736,0.00005258965,0.000034826367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011580188,0.00012343962,0.00014549735,0.00016198483,0.00006096837,0.000022796428,0.00011580168,0.00012490797,0.00002988636],"category_scores_gemma":[0.00003073005,0.00012911354,0.0000691148,0.00041221207,0.000018842975,0.000037365204,0.0000342398,0.00015006686,0.0000021638496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028989115,0.00012844786,0.00010487761,0.00003362285,0.00019022869,0.000003061113,0.00018211464,0.8497963,0.0028142666,0.017281596,0.0017602427,0.12741534],"study_design_scores_gemma":[0.0008609529,0.000020976026,0.0016919546,0.00007268823,0.000017773355,8.8097227e-7,0.0001113133,0.98142374,0.010762371,0.00013936382,0.0047538816,0.00014412028],"about_ca_topic_score_codex":0.000042903095,"about_ca_topic_score_gemma":0.0005010789,"teacher_disagreement_score":0.9535808,"about_ca_system_score_codex":0.00010220099,"about_ca_system_score_gemma":0.000014126367,"threshold_uncertainty_score":0.52650976},"labels":[],"label_agreement":null},{"id":"W4412375768","doi":"10.1109/tcomm.2025.3587048","title":"Power-Efficient Optimization for Coexisting Semantic and Bit-Based Users in NOMA Networks","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Noma; Computer science; Power (physics); Bit (key); Electronic engineering; Power optimization; Computer network; Telecommunications link; Engineering; Physics; Power consumption","score_opus":0.015502145950213013,"score_gpt":0.2546892917713081,"score_spread":0.2391871458210951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412375768","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":[0.0020661629,0.00084842474,0.9935524,0.0007252084,0.00018008928,0.00052181305,0.000012139337,0.0002047064,0.0018890555],"genre_scores_gemma":[0.9667786,0.00049989147,0.032161158,0.00017090052,0.0000029980715,0.00029080154,0.000026529828,0.000025869438,0.00004328325],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992151,0.000092502276,0.00030888012,0.00014259154,0.000059480466,0.00018139703],"domain_scores_gemma":[0.9982738,0.0005042481,0.000034741683,0.0010831278,0.000059612998,0.000044466335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020407503,0.00013773236,0.00015048546,0.00031661714,0.0003311437,0.000048077643,0.00038534024,0.00010977603,0.000013413318],"category_scores_gemma":[0.000010455124,0.00016712482,0.000063425905,0.00063687086,0.000082430175,0.000041037136,0.000005254447,0.0003035178,0.0000016159398],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000116608635,0.00010687431,0.000018628965,0.000021538388,0.000022704198,1.182876e-7,0.00006481075,0.99476844,0.00008577574,0.00047831328,0.00006593719,0.0043552164],"study_design_scores_gemma":[0.0006284583,0.000018607094,0.00011062069,0.00014274055,0.000026648719,6.3297745e-7,0.000055758424,0.9975045,0.00029472288,0.000021436235,0.0010584168,0.00013751173],"about_ca_topic_score_codex":0.00001633283,"about_ca_topic_score_gemma":0.0001774112,"teacher_disagreement_score":0.9647124,"about_ca_system_score_codex":0.00009307343,"about_ca_system_score_gemma":0.000031630785,"threshold_uncertainty_score":0.6815152},"labels":[],"label_agreement":null},{"id":"W4412748293","doi":"10.1364/quantum.2025.qtu2a.2","title":"Demonstration of a reconfigurable ground to space quantum networking scheme","year":2025,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Waterloo","funders":"","keywords":"Scheme (mathematics); Computer science; Space (punctuation); Topology (electrical circuits); Electrical engineering; Engineering; Mathematics; Operating system","score_opus":0.01187035809916829,"score_gpt":0.2322061783077848,"score_spread":0.22033582020861653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412748293","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041866884,0.0012460327,0.47329295,0.00054284086,0.00033626123,0.00019259035,3.7710484e-7,0.00020041842,0.48232165],"genre_scores_gemma":[0.9928306,0.00013553088,0.0055169496,0.0001169293,0.000017793604,0.000009969284,0.000003843451,0.0000074853738,0.0013609044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996104,0.00001701405,0.00015614982,0.000065823864,0.0000459706,0.00010460875],"domain_scores_gemma":[0.9996348,0.000033831635,0.00001408724,0.00026142073,0.000027586399,0.00002827947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011118477,0.00005950239,0.00009079799,0.00006967846,0.00002280248,0.00001737324,0.000114459624,0.000048314996,0.00004004619],"category_scores_gemma":[0.0000064938113,0.000063970605,0.000027809858,0.00033500482,0.00000801534,0.000036100704,0.000014847791,0.00007447682,0.000012744323],"study_design_candidate":"simulation_or_modeling","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":[0.000042848904,0.000075354175,0.0019673258,0.00021079133,0.00024364307,0.0000021805702,0.00032711425,0.15435037,0.19626331,0.49380594,0.07917256,0.07353854],"study_design_scores_gemma":[0.00036651187,0.000030925137,0.0011493298,0.00028258032,0.00001896955,0.0000019486972,0.00016942328,0.7977154,0.052904677,0.0012232297,0.14586239,0.00027461935],"about_ca_topic_score_codex":0.000025921729,"about_ca_topic_score_gemma":0.00006179354,"teacher_disagreement_score":0.95096374,"about_ca_system_score_codex":0.000019880814,"about_ca_system_score_gemma":0.000012014549,"threshold_uncertainty_score":0.26086456},"labels":[],"label_agreement":null},{"id":"W4413158079","doi":"10.1109/nano63165.2025.11113723","title":"Hybrid CNN-BiLSTM for ISI Mitigation in Molecular Communication for Nanosensors with Imperfect Transmitter","year":2025,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Nanosensor; Imperfect; Transmitter; Computer science; Nanotechnology; Telecommunications; Materials science","score_opus":0.0038229356052124817,"score_gpt":0.21591444141339047,"score_spread":0.21209150580817798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413158079","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15468265,0.0010355756,0.8368156,0.0009885967,0.0000442862,0.0012234336,0.000006520533,0.00015822549,0.0050451024],"genre_scores_gemma":[0.965999,0.00013156344,0.03243297,0.0004974445,0.000005500116,0.0005143047,0.0001183913,0.000029404102,0.00027142337],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993657,0.000045980563,0.00022404207,0.00013077485,0.000057178095,0.00017633705],"domain_scores_gemma":[0.99921787,0.0001543757,0.00002048228,0.0005208615,0.000060330727,0.000026101103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018304378,0.00012539879,0.00014949926,0.00012681847,0.000057857156,0.000029650926,0.00021888394,0.00006441105,0.000011497742],"category_scores_gemma":[0.000014822324,0.00011914963,0.0000745845,0.00017318227,0.000025397194,0.00006503699,0.000012828001,0.00010352247,0.0000014843865],"study_design_candidate":"simulation_or_modeling","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":[0.0010160676,0.0005347032,0.003334762,0.002057299,0.0010199175,0.000009100364,0.0017510555,0.26664817,0.42349377,0.11649726,0.034395892,0.14924198],"study_design_scores_gemma":[0.003297645,0.00009587054,0.00058809726,0.00024377245,0.00006524735,0.000002998318,0.000076743854,0.6570705,0.30073586,0.0031201022,0.03429851,0.00040464464],"about_ca_topic_score_codex":0.000010906459,"about_ca_topic_score_gemma":0.00007749219,"teacher_disagreement_score":0.8113164,"about_ca_system_score_codex":0.000049310518,"about_ca_system_score_gemma":0.000017996623,"threshold_uncertainty_score":0.48587808},"labels":[],"label_agreement":null},{"id":"W4413822034","doi":"10.1371/journal.pone.0330744","title":"Energy-delay analysis in advection-diffusion-based wireless body area networks","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Advection; Diffusion; Wireless; Energy (signal processing); Statistical physics; Physics; Computer science; Telecommunications; Thermodynamics","score_opus":0.010576407225393384,"score_gpt":0.19332061121416466,"score_spread":0.18274420398877128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413822034","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28863028,0.00229268,0.69604075,0.00022134547,0.00009577158,0.00016423584,0.0000030878023,0.0004108204,0.012141043],"genre_scores_gemma":[0.9981091,0.0005267081,0.00058565626,0.00023146938,0.00002175086,0.00006739164,0.000086367574,0.000017721533,0.00035381792],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920267,0.00006439432,0.000249909,0.00015405874,0.00013656236,0.00019242149],"domain_scores_gemma":[0.999241,0.0000997994,0.000027027994,0.00053995184,0.00004248001,0.000049750677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010282676,0.00012685516,0.00026602723,0.00043387595,0.000055901757,0.000024494633,0.00021160729,0.00012932555,0.00011022104],"category_scores_gemma":[0.000008181621,0.00014247009,0.00009496052,0.0018461442,0.00001657605,0.000030086016,0.00003999491,0.00021743248,0.000004084828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003495366,0.0010722297,0.03196361,0.00006176461,0.0018708901,0.000011429325,0.00003764961,0.94943184,0.007863516,0.000987701,0.00075025734,0.0059141917],"study_design_scores_gemma":[0.00029904768,0.0000063561,0.0027483301,0.00011588807,0.00026170086,5.6564495e-8,0.0000048042975,0.99400425,0.002106349,0.000033747718,0.00028636208,0.00013313354],"about_ca_topic_score_codex":0.00007804813,"about_ca_topic_score_gemma":0.0005905795,"teacher_disagreement_score":0.70947886,"about_ca_system_score_codex":0.00007893756,"about_ca_system_score_gemma":0.000017661047,"threshold_uncertainty_score":0.5809762},"labels":[],"label_agreement":null},{"id":"W4413925407","doi":"10.1109/jiot.2025.3605211","title":"Optimal Energy Allocation for Cooperative Molecular Communication With Imperfect Transmitters in Internet of Bio-Nano Things","year":2025,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Science Basic Research Program of Shaanxi Province; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Computer science; Imperfect; Internet of Things; Molecular communication; Computer network; The Internet; Transmitter; Computer security; Channel (broadcasting); World Wide Web","score_opus":0.0059064588253683065,"score_gpt":0.22365749049240136,"score_spread":0.21775103166703305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413925407","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2437752,0.0018140333,0.7529382,0.00032289114,0.00012539071,0.00015743347,9.5012854e-7,0.000026045878,0.00083983934],"genre_scores_gemma":[0.9765089,0.0005217935,0.022480987,0.00028860205,0.0000068821364,0.000025451267,0.000013724931,0.000026489119,0.00012717892],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883676,0.00013192913,0.00059305277,0.000121119294,0.00014781444,0.00016933543],"domain_scores_gemma":[0.9991077,0.000118227246,0.00019893126,0.0003151134,0.00021819102,0.00004183043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046553215,0.00017226224,0.00030549784,0.00032073387,0.000025004656,0.00004751853,0.0006501873,0.00011423278,0.000014550766],"category_scores_gemma":[0.000023678653,0.00015774342,0.00012397203,0.00025048543,0.00009143936,0.00030080572,0.000037285576,0.00035148542,3.8207335e-7],"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":[0.001363819,0.00043002548,0.0004363585,0.00048989727,0.0016344363,0.000014495659,0.020542212,0.19320971,0.70361733,0.015859088,0.006131716,0.056270882],"study_design_scores_gemma":[0.0013109013,0.00023823338,0.000037404516,0.0012318351,0.000056534125,0.00002938312,0.00016146642,0.40089467,0.59427184,0.00017322839,0.0014182782,0.0001762033],"about_ca_topic_score_codex":0.00017395799,"about_ca_topic_score_gemma":0.000024543799,"teacher_disagreement_score":0.73273367,"about_ca_system_score_codex":0.00011805644,"about_ca_system_score_gemma":0.00005310122,"threshold_uncertainty_score":0.643259},"labels":[],"label_agreement":null},{"id":"W4414153664","doi":"10.1109/tnse.2025.3609198","title":"Quantum Deep Reinforcement Learning for Digital Twin-Enabled 6G Networks and Semantic Communications: Considerations for Adoption and Security","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Network Science and Engineering","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Engineering and Physical Sciences Research Council; National Research Foundation of Korea; Royal Academy of Engineering","keywords":"Reinforcement learning; Wireless network; Leverage (statistics); Wireless; Context (archaeology); Deep learning","score_opus":0.012453191073503794,"score_gpt":0.22750337126005823,"score_spread":0.21505018018655445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414153664","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047022607,0.0019295025,0.99209464,0.00016512796,0.000259927,0.0005394061,0.0000016244418,0.00016480248,0.00014271859],"genre_scores_gemma":[0.99307007,0.0025852784,0.003984284,0.00007496809,0.000027448452,0.0002113873,0.0000063101147,0.000016612368,0.000023656614],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916214,0.000011535607,0.00023784368,0.00019995289,0.00008973422,0.00029879823],"domain_scores_gemma":[0.9990227,0.00046307157,0.00002657127,0.0003003465,0.00009908508,0.00008818546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040491778,0.00015249815,0.00016022402,0.0001634265,0.0008155272,0.00026892265,0.000126619,0.00007796612,0.0000013754933],"category_scores_gemma":[0.000037873473,0.00017022298,0.000034735112,0.00039874413,0.00017069033,0.00031016732,0.000010456441,0.00023535229,2.1305543e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008260254,0.0000083106015,0.000011274774,0.00006560355,0.000027693046,9.638682e-8,0.00011100035,0.99004215,0.00021306406,0.0043971045,0.000070786155,0.0050446526],"study_design_scores_gemma":[0.00038838814,0.000046897807,0.00005035073,0.00012930552,0.000039005758,0.0000051109455,0.00007123414,0.99671483,0.0001089737,0.00047076543,0.0018111708,0.00016397687],"about_ca_topic_score_codex":0.0000023533476,"about_ca_topic_score_gemma":0.000014068643,"teacher_disagreement_score":0.9883678,"about_ca_system_score_codex":0.000049639984,"about_ca_system_score_gemma":0.000030301657,"threshold_uncertainty_score":0.6941492},"labels":[],"label_agreement":null},{"id":"W4415024267","doi":"10.48165/gjs.2025.2201","title":"Controlling the Behavior of Cancer Cells Using Electro magnetic Fields in the Orchestrated Objective Reduction Model","year":2025,"lang":"en","type":"article","venue":"Global Journal of Sciences","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Electromagnetic field; Reduction (mathematics); Cancer; Cancer cell; Perspective (graphical); Electromagnetic radiation; Tumor cells; Biomagnetism","score_opus":0.01841671703280871,"score_gpt":0.297447186945251,"score_spread":0.2790304699124423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415024267","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":[0.9807783,0.005900324,0.012080568,0.00016839773,0.00013854554,0.00010336487,9.619691e-7,0.0000031253799,0.0008264234],"genre_scores_gemma":[0.9987593,0.00043258097,0.00075185864,0.00003666165,0.000013221248,0.000003017522,3.5016807e-8,8.628574e-7,0.0000024129117],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994823,0.00006385811,0.00019145358,0.0000364879,0.0001366562,0.00008925599],"domain_scores_gemma":[0.9997708,0.000029155775,0.00006788861,0.000060743663,0.000062034276,0.000009362339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004452442,0.000041468626,0.00007819705,0.00004091915,0.00006395653,0.00002892451,0.00032991212,0.000028815592,0.0000020258328],"category_scores_gemma":[0.0000087919725,0.000024058452,0.00003557741,0.0005626988,0.00009557395,0.00005818988,0.000009647147,0.00014434282,4.8973213e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000096307285,0.000012618792,0.0003514261,0.0000025177587,0.0000074730065,6.591253e-7,0.00013119004,0.9471201,0.047434583,0.0003717142,0.000040633957,0.0045175035],"study_design_scores_gemma":[0.00026110047,0.00006175683,0.002238185,0.00009082669,0.0000621912,0.00002555351,0.0007938965,0.9763453,0.018586457,0.0014657588,0.000018075798,0.00005086815],"about_ca_topic_score_codex":0.00009942929,"about_ca_topic_score_gemma":0.00004858189,"teacher_disagreement_score":0.029225279,"about_ca_system_score_codex":0.000049424212,"about_ca_system_score_gemma":0.00010880992,"threshold_uncertainty_score":0.098107524},"labels":[],"label_agreement":null},{"id":"W4415079377","doi":"10.1021/acssynbio.5c00395","title":"Thermally Controlled State Switches for Engineered Macrophages","year":2025,"lang":"en","type":"article","venue":"ACS Synthetic Biology","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Natural Sciences and Engineering Research Council of Canada; Beckman Institute, California Institute of Technology; Howard Hughes Medical Institute; California Institute of Technology; Sontag Foundation; Paul and Daisy Soros Fellowships for New Americans; National Institutes of Health; Human Frontier Science Program; National Science Foundation","keywords":"Immune system; Secretion; Immunotherapy; Gene expression; Cell culture; Macrophage; Cytokine","score_opus":0.007268076728737716,"score_gpt":0.23250564036142837,"score_spread":0.22523756363269065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415079377","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1985757,0.021505138,0.75380546,0.002200309,0.0012920678,0.0016811515,0.000049563525,0.0008418548,0.020048747],"genre_scores_gemma":[0.9968599,0.00050636596,0.0015233279,0.00020829336,0.000016709015,0.00019229813,0.000015986128,0.00001803701,0.00065908703],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940693,0.000043690492,0.00020444975,0.00011477079,0.000020585925,0.00020954704],"domain_scores_gemma":[0.99927324,0.00030631738,0.000021854306,0.00033972727,0.000033371878,0.000025482163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001644009,0.00012054892,0.00025557316,0.000072919356,0.00004283825,0.000012383405,0.0002384312,0.000110634086,0.000029284502],"category_scores_gemma":[0.00006839331,0.00010216212,0.00007784488,0.00008483184,0.000042779917,0.000011550997,0.000034878238,0.00009502551,0.000013586317],"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":[0.00035361963,0.0000775224,0.0001421013,0.00013638502,0.00096282054,0.0000021916915,0.00022980825,0.012559558,0.78182447,0.029901074,0.0031379748,0.17067246],"study_design_scores_gemma":[0.016294872,0.00027080407,0.000995735,0.00019392667,0.00031642764,0.000013988938,0.00009423884,0.293411,0.3179632,0.026931545,0.34230372,0.0012105533],"about_ca_topic_score_codex":0.0000027627937,"about_ca_topic_score_gemma":0.0000053324457,"teacher_disagreement_score":0.7982842,"about_ca_system_score_codex":0.000015748039,"about_ca_system_score_gemma":0.000014987961,"threshold_uncertainty_score":0.41660503},"labels":[],"label_agreement":null},{"id":"W4415431106","doi":"10.1145/3760544.3764131","title":"Tradeoff Between Energy Consumption and BER Performance in Molecular Communications","year":2025,"lang":"","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Science Basic Research Program of Shaanxi Province; National Natural Science Foundation of China","keywords":"Molecular communication; Energy consumption; Transmitter; Energy (signal processing); Bit error rate; Communications system; Function (biology)","score_opus":0.017500263747626525,"score_gpt":0.2489292989427413,"score_spread":0.23142903519511476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415431106","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29435572,0.11563091,0.35817602,0.0061836513,0.00032959983,0.0008709126,0.00001742483,0.00034918165,0.2240866],"genre_scores_gemma":[0.9528083,0.041449938,0.00465176,0.00031060952,0.0000091460115,0.000047674017,0.000054911572,0.000023572416,0.00064407545],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857944,0.00022048676,0.0005579509,0.00023516432,0.00010778212,0.00029914532],"domain_scores_gemma":[0.9980768,0.0001818001,0.00005014426,0.0015695445,0.000034812663,0.0000869302],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002677842,0.00023754909,0.00030667323,0.0003380034,0.00014932411,0.000071190414,0.0006348219,0.00026787116,0.000107143715],"category_scores_gemma":[0.000013291614,0.00028938902,0.000058902227,0.00056198996,0.00018813222,0.00013088141,0.0004174024,0.00046560235,0.000014320562],"study_design_candidate":"simulation_or_modeling","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":[0.000029580657,0.0002600502,0.1683758,0.0006162785,0.0005191848,0.000005696765,0.0006056513,0.007340982,0.0045605917,0.27502966,0.00074103597,0.5419155],"study_design_scores_gemma":[0.002178485,0.00004853469,0.19043154,0.00093457237,0.0002056751,0.000005458406,0.00007322785,0.6579123,0.007643967,0.00071720884,0.13902177,0.0008272319],"about_ca_topic_score_codex":0.000071526905,"about_ca_topic_score_gemma":0.0001334974,"teacher_disagreement_score":0.65845263,"about_ca_system_score_codex":0.00009242224,"about_ca_system_score_gemma":0.000042051535,"threshold_uncertainty_score":0.99995583},"labels":[],"label_agreement":null},{"id":"W4415533801","doi":"10.1101/2025.10.23.684281","title":"Multicellular Calcium Waves in Cancer-Associated Fibroblasts Regulate Neuronal Mimicry and Anisotropy Leading to Immune Exclusion","year":2025,"lang":"","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Cancer Research","funders":"Francis Crick Institute","keywords":"Immune system; Stromal cell; Calcium in biology; Calcium; Mimicry; Bystander effect; Cancer cell; Calcium signaling","score_opus":0.01382677028153389,"score_gpt":0.23381412299552595,"score_spread":0.21998735271399206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415533801","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":[0.97172856,0.012900643,0.010536803,0.00059923634,0.0017419175,0.0017983661,0.00021448075,0.0004607272,0.000019248082],"genre_scores_gemma":[0.98506844,0.0058490788,0.008151187,0.00021371566,0.00016499212,0.00025749815,0.0000020901161,0.00023044621,0.000062525374],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99439234,0.0006393381,0.0015723713,0.0015842911,0.0005115515,0.0013000862],"domain_scores_gemma":[0.996108,0.00023500253,0.0004876072,0.002182327,0.00043159883,0.00055544276],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010022492,0.0012205441,0.001408983,0.0009582938,0.0004148232,0.00031432416,0.0011950706,0.0011822509,0.00006465324],"category_scores_gemma":[0.0003347173,0.0016065607,0.00026557464,0.0018100367,0.00014938689,0.00022121123,0.0023359277,0.001975298,0.000031182764],"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":[0.00011420447,0.00020929919,0.0016429563,0.00076061947,0.0002619768,0.00005782919,0.0000990733,0.035401966,0.96112704,0.00019681209,0.00008392899,0.000044275348],"study_design_scores_gemma":[0.0030477184,0.00013944531,0.1651021,0.00981481,0.00032766402,4.6201723e-8,0.000010724413,0.2561548,0.5564042,0.0000025267132,0.006267123,0.0027288687],"about_ca_topic_score_codex":0.00064741255,"about_ca_topic_score_gemma":0.000080245474,"teacher_disagreement_score":0.4047229,"about_ca_system_score_codex":0.0012877962,"about_ca_system_score_gemma":0.0004916557,"threshold_uncertainty_score":0.99863833},"labels":[],"label_agreement":null},{"id":"W4416177774","doi":"10.1109/jsen.2025.3629722","title":"ISI Mitigation Using Neural Networks in Molecular Communication With an Imperfect Transmitter Between Bionanosensors","year":2025,"lang":"","type":"article","venue":"IEEE Sensors Journal","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Transmitter; Molecular communication; Channel (broadcasting); Convolutional neural network; Decoding methods; Binary number; Artificial neural network; Cluster analysis","score_opus":0.012153858444638725,"score_gpt":0.25691677977697036,"score_spread":0.24476292133233163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416177774","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":[0.8322024,0.006258924,0.15941836,0.00072138687,0.00045776743,0.0004915912,0.000005880035,0.00007155925,0.00037215234],"genre_scores_gemma":[0.9866754,0.0022680224,0.010275968,0.00034279563,0.00022447323,0.0000072105418,0.00004006612,0.00012276034,0.000043350607],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99493515,0.001962874,0.0013453417,0.00044304633,0.0004593197,0.00085426494],"domain_scores_gemma":[0.99747443,0.0002488253,0.0003586402,0.0013094425,0.00027562122,0.00033305972],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001069377,0.0006329644,0.00072025694,0.00088671374,0.00054625055,0.00045040957,0.00089143927,0.00058624876,0.000060216782],"category_scores_gemma":[0.000021992679,0.0006587741,0.0002828943,0.0015759808,0.00023713887,0.0005912386,0.000057099052,0.0027019985,0.000004312833],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015522467,0.000095768024,0.004865093,0.000048076687,0.0002997022,0.000105747524,0.00062587,0.96796787,0.0082173,0.00007085125,0.00007468853,0.017473798],"study_design_scores_gemma":[0.0023001754,0.0001733798,0.005050629,0.0010438997,0.00032698998,0.0002520796,0.00022796403,0.983212,0.0062258253,0.00016025879,0.000337141,0.0006896396],"about_ca_topic_score_codex":0.000090235386,"about_ca_topic_score_gemma":0.00007778064,"teacher_disagreement_score":0.15447298,"about_ca_system_score_codex":0.00042552277,"about_ca_system_score_gemma":0.00013388088,"threshold_uncertainty_score":0.9995988},"labels":[],"label_agreement":null},{"id":"W4417469983","doi":"10.1109/jiot.2025.3645830","title":"Signal Recovery and Multisource Localization in Turbulent Molecular Communication With Obstacle Based on the Internet of Nano Things","year":2025,"lang":"","type":"article","venue":"IEEE Internet of Things Journal","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of British Columbia","funders":"China University of Mining and Technology; National Natural Science Foundation of China","keywords":"Obstacle; Compressed sensing; Inverse problem; Nanosensor; Regularization (linguistics); SIGNAL (programming language); Grid; Iterative method; Wireless","score_opus":0.0073814081853389325,"score_gpt":0.21190889542440136,"score_spread":0.20452748723906242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417469983","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26694524,0.006178264,0.7226361,0.0018732706,0.00024563028,0.00045878754,0.0000017828171,0.000025402345,0.0016355325],"genre_scores_gemma":[0.9924651,0.001016162,0.0047927764,0.0014693826,0.000011034001,0.000010232682,0.0000070579513,0.00004361191,0.00018463892],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971927,0.00069947616,0.001145767,0.00023779202,0.00044994554,0.0002743658],"domain_scores_gemma":[0.9975969,0.00054620515,0.0007473713,0.00074490043,0.0002829673,0.00008161957],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014350545,0.0003325683,0.00047624428,0.00048941595,0.0000787706,0.00017143933,0.0010973839,0.00023845697,0.00010124584],"category_scores_gemma":[0.00011917851,0.00027162576,0.00016767345,0.00047937827,0.0002526297,0.00033443974,0.00016049719,0.0012873483,0.0000017296129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002260366,0.0008401064,0.0020298609,0.0007075519,0.00096978934,0.00005429433,0.015555387,0.89884156,0.02858276,0.0037726017,0.0036048994,0.042780843],"study_design_scores_gemma":[0.0013802217,0.00034893176,0.0001350274,0.0072919326,0.00009093194,0.000045835197,0.00027088,0.90981525,0.07903656,0.00037387776,0.0009852315,0.00022528709],"about_ca_topic_score_codex":0.00034316318,"about_ca_topic_score_gemma":0.000019104149,"teacher_disagreement_score":0.72551984,"about_ca_system_score_codex":0.00022398304,"about_ca_system_score_gemma":0.00009490892,"threshold_uncertainty_score":0.9999736},"labels":[],"label_agreement":null},{"id":"W6893813043","doi":"10.5281/zenodo.5773166","title":"sylabs/singularity: SingularityCE 3.9.2","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Documentation; Lock (firearm); Upload; Maintainability; Vendor; Dependency (UML); Key (lock); Download","score_opus":0.025163093868640782,"score_gpt":0.22448766238806117,"score_spread":0.19932456851942038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893813043","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013397993,0.004571383,0.016383167,0.00012575695,0.0002509362,0.00027484834,0.00008858361,0.0031104926,0.97518146],"genre_scores_gemma":[0.027535567,0.010815449,0.013785942,0.00087152014,0.0023176966,3.3189275e-7,0.046576954,0.09197878,0.8061178],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985209,0.00026781828,0.00022103607,0.00034145647,0.00030661546,0.00034218485],"domain_scores_gemma":[0.99851155,0.000010782151,0.00007117458,0.0010741709,0.00017389216,0.00015841796],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002842452,0.00023775223,0.00024773506,0.00029957804,0.0006469528,0.0006335692,0.0010981697,0.00027395083,0.054911967],"category_scores_gemma":[0.00014794111,0.00029730477,0.00008716917,0.00051911816,0.00009806301,0.000039753046,0.0009114723,0.00057561643,0.003193418],"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":[0.0000028462953,0.000044573724,1.4727492e-7,0.00019508877,0.00011608941,0.000030518695,0.00009744944,0.00008567817,0.00069736026,0.002883509,0.94602704,0.04981972],"study_design_scores_gemma":[0.00021097189,0.000018877308,0.0000073638835,0.0002078617,0.000021745262,0.00007216147,0.000023550521,0.0009516543,0.000102412094,0.00006478883,0.99802274,0.00029590508],"about_ca_topic_score_codex":0.000016338769,"about_ca_topic_score_gemma":0.0000020225864,"teacher_disagreement_score":0.16906367,"about_ca_system_score_codex":0.00012229792,"about_ca_system_score_gemma":0.000003267833,"threshold_uncertainty_score":0.9999479},"labels":[],"label_agreement":null},{"id":"W6905771406","doi":"10.15468/dl.rg77kt","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien","score_opus":0.011026198129346344,"score_gpt":0.19519682729014978,"score_spread":0.18417062916080343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6905771406","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004270202,0.00013501552,0.000027841892,0.00003303529,0.00059571635,0.0002006283,0.9983275,0.00023310495,0.00040444086],"genre_scores_gemma":[0.00001406401,0.00045808402,0.0000015557964,0.00025096364,6.158614e-7,0.000008332078,0.9992663,1.9324075e-8,6.309915e-8],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900824,0.00005985307,0.0002874422,0.0001057561,0.00033365336,0.00020503257],"domain_scores_gemma":[0.99903667,0.0000120504055,0.00009101118,0.0006951331,0.00006293113,0.000102212776],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016472669,0.00020967105,0.00018613452,0.00007410903,0.00023456293,0.00007664836,0.0006725956,0.00020478781,0.03836867],"category_scores_gemma":[0.000026307158,0.00025208964,0.00011659999,0.00031693952,0.000055727854,0.0003418696,0.00037569183,0.00043514973,0.042390373],"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":[0.000008325666,0.000011027717,0.000039504117,0.00008487273,0.000029456525,0.0000011298551,0.00001814888,0.0012372471,3.1727186e-8,7.145506e-8,0.9969839,0.0015863192],"study_design_scores_gemma":[0.00017091665,0.0000108422755,0.000009791738,8.6221735e-7,0.000024848294,0.0000033643928,0.000038327995,0.0000060013194,0.0000010522901,2.508299e-7,0.99949414,0.00023961987],"about_ca_topic_score_codex":0.00007575696,"about_ca_topic_score_gemma":0.0000071021673,"teacher_disagreement_score":0.0040217056,"about_ca_system_score_codex":0.0003332037,"about_ca_system_score_gemma":0.000042985434,"threshold_uncertainty_score":0.99999315},"labels":[],"label_agreement":null},{"id":"W6929904215","doi":"10.5203/2mfv-d564","title":"Ecodistrict data explanation","year":2019,"lang":"en","type":"dataset","venue":"UMANCEOS","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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 Manitoba","funders":"","keywords":"Set (abstract data type); Feature (linguistics); Perspective (graphical); Context (archaeology); Identification (biology)","score_opus":0.061125024064465475,"score_gpt":0.2723813763218446,"score_spread":0.21125635225737915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6929904215","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000022528131,0.0021337245,0.0013864351,0.000014179966,0.0007211857,0.0001612025,0.9942119,0.000087579145,0.0012814994],"genre_scores_gemma":[0.00014180456,0.005605322,0.00015192872,0.00006706369,0.0001515797,0.0000138534615,0.99372596,0.000020542524,0.00012196146],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933475,0.000022411305,0.00017888636,0.0001883377,0.00014019682,0.00013539178],"domain_scores_gemma":[0.9970582,0.000030279778,0.000048468428,0.0028162457,0.000014570631,0.00003224081],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008825603,0.00015144443,0.00016459484,0.000078315876,0.00003135979,0.000036663056,0.0012670205,0.00018731419,0.00051912543],"category_scores_gemma":[0.000014987777,0.00016464748,0.000026684074,0.00010370603,0.000010170236,0.000080817714,0.00022214795,0.0003155845,0.0015036769],"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":[9.265553e-7,0.0000065576783,7.5962726e-7,0.000075902586,0.000026045216,0.000002172084,0.0000017229448,0.0011328872,0.0000018755107,0.000004683541,0.9970332,0.0017132934],"study_design_scores_gemma":[0.000104507206,0.000004324394,0.000013491296,0.000042193296,0.000021756901,0.0000019273755,0.0000011345879,0.019889053,0.0000044555304,0.0000042331953,0.97973466,0.00017825772],"about_ca_topic_score_codex":0.000012139589,"about_ca_topic_score_gemma":0.000058370406,"teacher_disagreement_score":0.018756166,"about_ca_system_score_codex":0.00004046355,"about_ca_system_score_gemma":0.000017063927,"threshold_uncertainty_score":0.9992738},"labels":[],"label_agreement":null},{"id":"W6931514989","doi":"10.5281/zenodo.6418757","title":"Molossus rufus E. Geoffroy Saint-Hilaire 1805","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dorsum; Snout; Skull; Premaxilla; Raceme","score_opus":0.014443135337665145,"score_gpt":0.19845613512871652,"score_spread":0.18401299979105137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931514989","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14578758,0.0014275361,0.020146456,0.0010879216,0.0005701813,0.0011206279,0.00011394245,0.0055628666,0.82418287],"genre_scores_gemma":[0.9959797,0.00021111572,0.0003792636,0.00012566228,0.000073298856,3.9963133e-8,0.0007387318,0.0012297312,0.0012624372],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889636,0.00014856657,0.00019489348,0.00021920956,0.00022120474,0.0003197408],"domain_scores_gemma":[0.9989057,0.000015530399,0.00003570282,0.0007423322,0.00016817283,0.00013253561],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030507258,0.00013097492,0.00012781615,0.0001370222,0.0005930279,0.00030815724,0.0009043585,0.00007971244,0.011163663],"category_scores_gemma":[0.000076424665,0.00014744814,0.00005355332,0.0003727326,0.00005267183,0.00012234072,0.0005775124,0.00030344748,0.023355728],"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":[0.000079062076,0.00016797315,0.000033690663,0.00022789181,0.00020319237,0.000034575212,0.0011622768,0.017727293,0.030643607,0.024243493,0.51924765,0.40622932],"study_design_scores_gemma":[0.0003585982,0.000060151157,0.00040239256,0.000023570967,0.00000641903,0.000058340254,0.00005300929,0.015738187,0.00040666194,0.00008927788,0.9826255,0.00017793564],"about_ca_topic_score_codex":0.000008024837,"about_ca_topic_score_gemma":2.6248696e-7,"teacher_disagreement_score":0.8501921,"about_ca_system_score_codex":0.00014251696,"about_ca_system_score_gemma":0.0000015205394,"threshold_uncertainty_score":0.98974025},"labels":[],"label_agreement":null},{"id":"W6976319779","doi":"10.6068/dp14ba7bb1aa153","title":"Trend 1990 - 2012. Statistics Canada. CANSIM: Labor - Employment and Unemployment | Country: Canada | Table: Absence rates of full-time employees, by sex and education | Variable: Days lost per worker in a year, illness or disability, High school graduation, Both sexes | Units: %, 1990-2012. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 075-001-136.","year":2015,"lang":"en","type":"other","venue":"Data Planet","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Census; Economic statistics; Official statistics; Socioeconomic status; Discouraged worker; Summary statistics; Statistics education; Statistical analysis; Social statistics","score_opus":0.014551853970544489,"score_gpt":0.2411721224301015,"score_spread":0.22662026845955702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976319779","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010366149,0.0058894604,0.000036773243,0.0000070461556,0.00029561692,0.0006542879,0.9926668,0.00004548398,0.00039420428],"genre_scores_gemma":[0.00008020477,0.0029306049,0.00053685595,0.00010627629,0.00006810546,0.00004156146,0.9920856,0.00016407862,0.0039867293],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971943,0.00032246514,0.00075271784,0.0006672682,0.0006167901,0.00044647546],"domain_scores_gemma":[0.99675804,0.0004458266,0.0002862648,0.0020617773,0.00005118469,0.00039690468],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041108308,0.0005247757,0.00069582695,0.00007349067,0.00007490866,0.00015891141,0.0009404617,0.00027226214,0.0024826836],"category_scores_gemma":[0.000053535576,0.0004941068,1.5798575e-7,0.00033461585,0.00019642121,0.00023934022,0.00042961453,0.00046464888,0.000008958677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049220213,0.00010781257,0.00019738631,0.0003644693,0.00015014055,0.000014829665,0.000004379606,0.00015051774,0.000008326052,0.00014157724,0.99854106,0.00027028917],"study_design_scores_gemma":[0.0005592963,0.00004421111,0.000022604368,0.000100870006,0.0001385557,0.00002338944,0.00010730715,0.0036726065,1.0140887e-7,6.5167933e-7,0.99476445,0.00056598184],"about_ca_topic_score_codex":0.99624586,"about_ca_topic_score_gemma":0.99499327,"teacher_disagreement_score":0.004357949,"about_ca_system_score_codex":0.00026999277,"about_ca_system_score_gemma":0.0046279416,"threshold_uncertainty_score":0.99975103},"labels":[],"label_agreement":null},{"id":"W6976921565","doi":"10.6084/m9.figshare.28909338","title":"Additional file 1 of Reliability and validity study of the “5Cs” hesitancy scale for maternal influenza vaccination among pregnant and postpartum women","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reliability (semiconductor); Scale (ratio); Vaccination; Postpartum period; Pregnancy; Validity","score_opus":0.015665785761042782,"score_gpt":0.23010609590505818,"score_spread":0.2144403101440154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976921565","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1946836,0.00009232098,0.0000038898825,0.0000061846763,0.000012582712,0.00046002516,0.804344,0.00001920849,0.00037817907],"genre_scores_gemma":[0.96287733,0.000003203708,0.00011480434,0.000013385037,0.0000066798516,0.0009999541,0.035886843,0.0000068896315,0.00009092674],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99962664,0.000035157915,0.00014150944,0.00007291687,0.00006167925,0.0000620971],"domain_scores_gemma":[0.99933416,0.00031884434,0.00005009,0.00020334916,0.00007636346,0.000017193948],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003533098,0.000052685315,0.00008749719,0.000023080556,0.0000416665,0.000009344432,0.00009761085,0.000035903257,0.18078649],"category_scores_gemma":[0.00033462842,0.00004380437,0.000019000274,0.000076735545,0.0000046931823,0.0000469928,0.00008304404,0.000051572857,0.0000010923487],"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":[0.00001627501,0.00007891797,0.0035535744,0.00061992655,0.000025042063,9.9771796e-8,0.00027154703,0.00036185168,0.00002139444,0.0000032732212,0.99333984,0.0017082676],"study_design_scores_gemma":[0.00031544056,0.00004966299,0.9649279,0.0015272324,0.000006918788,3.2312738e-7,0.000060016377,0.006674351,0.0005432614,0.000114491464,0.025718916,0.00006150013],"about_ca_topic_score_codex":0.000001856212,"about_ca_topic_score_gemma":0.000018380228,"teacher_disagreement_score":0.9676209,"about_ca_system_score_codex":0.000018836872,"about_ca_system_score_gemma":0.000011618014,"threshold_uncertainty_score":0.8199624},"labels":[],"label_agreement":null},{"id":"W7002149925","doi":"","title":"MoNEY HAI TO HonEY HAi==== Direct Support ++++ 1 877 778 8714 ++++Quickbooks support phone number+++ 1 877 778 8714 +++Quickbooks support phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phone; Service (business); Telephone number; Telephone line; Mobile phone; Phone call","score_opus":0.01088242817046326,"score_gpt":0.24734034658959037,"score_spread":0.2364579184191271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002149925","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010104164,0.000026609625,0.011457345,0.00041319025,0.0030680685,0.0036344402,0.00063797995,0.00332661,0.97642535],"genre_scores_gemma":[0.034528628,0.0017013812,0.00478148,0.0012286375,0.0010038977,0.0017312545,0.0008370392,0.0026714345,0.9515163],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9856359,0.0011875359,0.0029797184,0.005181577,0.0020486922,0.0029666154],"domain_scores_gemma":[0.98047084,0.0005639097,0.0011489112,0.015203142,0.00041439792,0.0021987762],"candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00476484,0.002777307,0.0031477388,0.00095087127,0.0004458761,0.00047752255,0.0056262417,0.0026430013,0.8548862],"category_scores_gemma":[0.0008216157,0.0030851266,0.0013938888,0.00080768607,0.00056515634,0.00045327863,0.0045812516,0.0026963523,0.9233621],"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":[0.00024300825,0.0005336586,0.0025172874,0.0005278368,0.0015895972,0.0003535956,0.0013087179,0.00046421582,0.006125421,0.0003381981,0.969872,0.016126461],"study_design_scores_gemma":[0.0024616031,0.000008546612,0.0005881801,0.00075690215,0.0004165004,0.00032662836,0.00006075262,0.0002629767,0.0097193085,0.00022186925,0.98184353,0.0033331926],"about_ca_topic_score_codex":0.0010270448,"about_ca_topic_score_gemma":0.00088504277,"teacher_disagreement_score":0.06847592,"about_ca_system_score_codex":0.0012800514,"about_ca_system_score_gemma":0.0008488751,"threshold_uncertainty_score":0.9997538},"labels":[],"label_agreement":null},{"id":"W7014806410","doi":"","title":"Quantum repeaters: From quantum networks to the quantum internet","year":2023,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Core Research for Evolutional Science and Technology; Japan Society for the Promotion of Science; Army Research Office; Natural Sciences and Engineering Research Council of Canada; Moonshot Research and Development Program; Multidisciplinary University Research Initiative; U.S. Air Force; Mitacs; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Air Force Office of Scientific Research; Royal Bank of Canada; U.S. Department of Energy; National Science Foundation","keywords":"Quantum network; Quantum information science; Quantum information; Quantum channel; Quantum technology; Quantum sensor; Quantum; Quantum capacity; Quantum computer","score_opus":0.020956659176323913,"score_gpt":0.2403872113144084,"score_spread":0.2194305521380845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014806410","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32696962,0.0065643257,0.618968,0.004206239,0.029818725,0.0014293042,0.0012643194,0.0041955137,0.0065839235],"genre_scores_gemma":[0.99405986,0.0005192243,0.0005401117,0.00047958898,0.0012783193,0.00014728364,0.0026814188,0.00005424266,0.00023997395],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997927,0.00012673171,0.0005529718,0.00042941584,0.0004980791,0.00046578184],"domain_scores_gemma":[0.9977856,0.00026211457,0.00007319088,0.0015501635,0.000115619994,0.00021331132],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040683337,0.00031031444,0.00025618257,0.0001393441,0.00041548518,0.00024996942,0.00092112017,0.0001410719,0.000058248763],"category_scores_gemma":[0.00019901576,0.00026011743,0.00012678867,0.00087545963,0.00015861985,0.00035019455,0.000520674,0.00049724506,0.0005871191],"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":[0.0001714226,0.00007709647,0.0009400274,0.00004999011,0.00038572508,0.00043041716,0.000716471,0.30835757,0.005080412,0.25457308,0.42761678,0.0016009987],"study_design_scores_gemma":[0.00022778125,0.0000278534,0.0015760311,0.00021856178,0.000032444237,0.000037311172,0.00010314371,0.5045836,0.0009487673,0.00034341362,0.4915551,0.0003459831],"about_ca_topic_score_codex":0.00088989857,"about_ca_topic_score_gemma":0.0002748298,"teacher_disagreement_score":0.6670902,"about_ca_system_score_codex":0.00016376411,"about_ca_system_score_gemma":0.00008249099,"threshold_uncertainty_score":0.9999851},"labels":[],"label_agreement":null},{"id":"W7029327283","doi":"","title":"Instant view: Canada unveils fresh taxes on wealthy in federal budget","year":2024,"lang":"en","type":"other","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Instant; Government (linguistics); Federal budget; Revenue","score_opus":0.00607532065437449,"score_gpt":0.2071799093627438,"score_spread":0.2011045887083693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029327283","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014114241,0.013570838,0.0002244154,0.0003070023,0.00058133475,0.00019551342,0.000051694784,0.0002884895,0.9847666],"genre_scores_gemma":[0.019546865,0.0055814874,0.00047339807,0.0016532595,0.00015747525,0.000051226154,0.00009267282,0.00067687104,0.97176677],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992387,0.0000346572,0.00019825608,0.00016172993,0.0001527554,0.0002138542],"domain_scores_gemma":[0.9994132,0.000014897888,0.000022195116,0.00047549797,0.0000044249,0.00006977962],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000055739794,0.00021307687,0.00023264377,0.00016330446,0.0000119770375,0.00003235976,0.00023387348,0.00018680858,0.0015363938],"category_scores_gemma":[0.000004219214,0.00019719153,0.000036086087,0.00017429795,0.000009231422,0.0000070876754,0.000043092543,0.0004292703,0.00020258196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012537174,0.000004474247,0.000005043076,0.00011042186,0.000030033907,0.000021929243,0.000009912989,0.0006038747,0.000005316339,0.0012592773,0.9966116,0.001336858],"study_design_scores_gemma":[0.00010981566,0.000007403345,0.000008785793,0.0003496666,0.0000024924664,8.7007544e-7,0.000011500323,0.0015501494,0.000022949962,0.000035382458,0.997687,0.00021403037],"about_ca_topic_score_codex":0.31843933,"about_ca_topic_score_gemma":0.96921223,"teacher_disagreement_score":0.6507729,"about_ca_system_score_codex":0.0001938192,"about_ca_system_score_gemma":0.00011938518,"threshold_uncertainty_score":0.99937636},"labels":[],"label_agreement":null},{"id":"W7092293057","doi":"10.1109/tcomm.2025.3622931","title":"Channel Modeling for Molecular Communication With Heterogeneous Circular/Spherical Boundary","year":2025,"lang":"","type":"article","venue":"IEEE Transactions on Communications","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Boundary (topology); Boundary value problem; Molecular communication; Channel (broadcasting); Bounded function; Impulse (physics); Impulse response","score_opus":0.02317440386942953,"score_gpt":0.2614233357826782,"score_spread":0.23824893191324864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7092293057","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":[0.00046335062,0.02994074,0.95712155,0.004395223,0.00040513932,0.0021823014,0.00013568855,0.00050445524,0.0048515503],"genre_scores_gemma":[0.9220628,0.017922694,0.05630016,0.0008501941,0.000017266584,0.0020219472,0.00017332763,0.00019151914,0.00046005903],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9963684,0.0006908559,0.0011595952,0.0006492865,0.00037693453,0.00075492915],"domain_scores_gemma":[0.9893498,0.00068779243,0.0001945071,0.008935473,0.000575292,0.00025716244],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000532142,0.0007414545,0.00071425806,0.0005006606,0.0024623128,0.00036308193,0.00337119,0.00056483055,0.00006514242],"category_scores_gemma":[0.000016311993,0.0008756607,0.0005867338,0.0015348187,0.0005393142,0.00026763525,0.000050353286,0.0016758813,0.0000437528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019056945,0.0009415354,6.085523e-7,0.00020195058,0.0011078889,0.0000021194626,0.00045302435,0.97059524,0.0010127615,0.0018801121,0.00017491753,0.023439279],"study_design_scores_gemma":[0.001842269,0.00018889636,0.0000013985751,0.0008068139,0.00073529896,0.00002362811,0.00024148577,0.973378,0.0048834225,0.0018806146,0.0152367065,0.00078148686],"about_ca_topic_score_codex":0.00010149073,"about_ca_topic_score_gemma":0.00031331522,"teacher_disagreement_score":0.9215995,"about_ca_system_score_codex":0.00054754614,"about_ca_system_score_gemma":0.00041437845,"threshold_uncertainty_score":0.9993694},"labels":[],"label_agreement":null},{"id":"W7092300471","doi":"10.1109/lwc.2025.3622730","title":"Pinching Antenna-Aided Wireless Powered Communication Networks","year":2025,"lang":"","type":"article","venue":"IEEE Wireless Communications Letters","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Fundamental Research Funds for the Central Universities","keywords":"Maximization; Wireless; Transmission (telecommunications); Resource allocation; Wireless network; Power (physics); Position (finance); Nonlinear system; Nonlinear programming","score_opus":0.01350829718360907,"score_gpt":0.24951296023643324,"score_spread":0.23600466305282417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7092300471","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06703198,0.054552898,0.8339669,0.023102732,0.0035129604,0.0024661417,0.00005021845,0.0015343783,0.0137817655],"genre_scores_gemma":[0.9287557,0.051115245,0.013580968,0.0046574683,0.00015074252,0.0004494749,0.00057994365,0.0002463038,0.0004641552],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9914884,0.0030524347,0.0025217766,0.0009353831,0.0005736313,0.0014283834],"domain_scores_gemma":[0.9786593,0.0019674478,0.0007651537,0.01780135,0.00044364645,0.00036311414],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0016860255,0.0012172245,0.0013573163,0.0010581346,0.0025425258,0.00082762726,0.010612533,0.0008792191,0.00007840399],"category_scores_gemma":[0.00009435759,0.0015656739,0.0007371007,0.0032572292,0.0013809038,0.0007407416,0.0024064237,0.0036425143,0.00014998447],"study_design_candidate":"simulation_or_modeling","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":[0.0006003392,0.003586212,0.008383126,0.0018118374,0.0064550294,0.00003790771,0.0068818177,0.27032825,0.29098868,0.082900986,0.09374489,0.23428091],"study_design_scores_gemma":[0.0021205903,0.000026640424,0.0013787764,0.002657028,0.00045150777,0.000017181605,0.00037946829,0.9637017,0.0012349093,0.00026188427,0.02624495,0.0015253498],"about_ca_topic_score_codex":0.0004646317,"about_ca_topic_score_gemma":0.00069828826,"teacher_disagreement_score":0.8617237,"about_ca_system_score_codex":0.0009001519,"about_ca_system_score_gemma":0.00027029356,"threshold_uncertainty_score":0.99875605},"labels":[],"label_agreement":null},{"id":"W7133000116","doi":"","title":"Molecular Communication in the Human Body for Implanted Electronic Medical Devices","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Molecular communication; Wireless; Robustness (evolution); Protocol (science); Channel (broadcasting); Communications protocol; Access control; ADME","score_opus":0.011271693708879744,"score_gpt":0.3428487002421413,"score_spread":0.33157700653326155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133000116","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":[0.7762455,0.14232282,0.012185882,0.012624686,0.0009757187,0.008116304,0.00004019523,0.00039911954,0.04708978],"genre_scores_gemma":[0.98513454,0.0046775294,0.00014008004,0.0004773799,0.00004465783,0.0013872851,0.0073271124,0.00012733735,0.0006840943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99626577,0.0010791013,0.0007628268,0.00039664112,0.00077174127,0.0007238985],"domain_scores_gemma":[0.99684024,0.0007230992,0.0003123723,0.0019346116,0.000087723914,0.000101980586],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019181666,0.00047624862,0.0005008256,0.000275937,0.0006636041,0.00012086901,0.0029318884,0.000541845,0.0015679449],"category_scores_gemma":[0.00016281444,0.00047863563,0.00027539537,0.0007531384,0.00005571543,0.00006611454,0.00017773884,0.0023649856,0.000015507938],"study_design_candidate":"theoretical_or_conceptual","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":[0.00093430735,0.0025439218,0.00081102416,0.0043772836,0.002825963,0.00015737614,0.12177508,0.03799479,0.059266828,0.73093796,0.018337065,0.020038383],"study_design_scores_gemma":[0.008059997,0.00093986467,0.004257272,0.002173611,0.0011403324,0.00017474526,0.040282518,0.40348366,0.0046871756,0.0058533354,0.52506715,0.0038803215],"about_ca_topic_score_codex":0.0005889747,"about_ca_topic_score_gemma":0.005556,"teacher_disagreement_score":0.72508466,"about_ca_system_score_codex":0.00029389202,"about_ca_system_score_gemma":0.00027440992,"threshold_uncertainty_score":0.9999366},"labels":[],"label_agreement":null},{"id":"W7133003309","doi":"","title":"Convergence of Molecular, Nanoscale, and Data-driven Technologies for Therapeutics and Diagnostics","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sorting; Population; Cluster analysis; Cell sorting; Biopanning; Drug discovery; Convergence (economics); In silico","score_opus":0.03143755053722631,"score_gpt":0.3366059626798955,"score_spread":0.3051684121426692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133003309","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3209977,0.578636,0.088906564,0.0025895154,0.0015774685,0.004351035,0.00077086117,0.00049944845,0.0016714195],"genre_scores_gemma":[0.78897697,0.19740607,0.011272139,0.000043738753,0.00001024686,0.00015762671,0.0015966112,0.00009603816,0.0004405822],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863327,0.00006998814,0.00039872708,0.00044408013,0.00019554445,0.0002584096],"domain_scores_gemma":[0.997566,0.0005805824,0.00025232424,0.0014527575,0.00010078538,0.00004759501],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018250094,0.00033871146,0.00046187823,0.00014539616,0.00016380264,0.000038626727,0.00086927053,0.00037406603,0.000059143276],"category_scores_gemma":[0.00021839887,0.00040064545,0.000056113484,0.00027136138,0.00017145708,0.000058281985,0.0006247167,0.00044648402,7.422021e-7],"study_design_candidate":"simulation_or_modeling","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":[0.0010253901,0.0009317071,0.0061572525,0.017128805,0.005844401,0.0000678491,0.03543863,0.025514314,0.44287282,0.07984052,0.006319257,0.37885907],"study_design_scores_gemma":[0.0029519536,0.0008786622,0.0017167762,0.0010756257,0.0023768684,0.000029164077,0.024196275,0.7481552,0.08909986,0.0024732787,0.1245063,0.0025400317],"about_ca_topic_score_codex":0.000033221837,"about_ca_topic_score_gemma":0.00005253079,"teacher_disagreement_score":0.7226409,"about_ca_system_score_codex":0.000024522813,"about_ca_system_score_gemma":0.000055653614,"threshold_uncertainty_score":0.99984455},"labels":[],"label_agreement":null},{"id":"W7134946157","doi":"10.1109/aiot66900.2025.00095","title":"Towards Artificial Intelligence of Bio-Nano Things: Biologically Inspired Deployment Algorithm for Cooperative Nanonetworks","year":2025,"lang":"","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","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":"York University","funders":"","keywords":"Software deployment; Key (lock); Artificial neural network; Field (mathematics)","score_opus":0.029185192652601753,"score_gpt":0.2808016369851728,"score_spread":0.251616444332571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134946157","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":[0.00059533224,0.007904121,0.98066026,0.000774124,0.0011897845,0.0016911577,0.000040431212,0.00021939339,0.0069254218],"genre_scores_gemma":[0.72897756,0.006231512,0.26208022,0.0011692008,0.00014596543,0.00034563942,0.00011624466,0.00006817475,0.0008654722],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99667674,0.00025260053,0.001591954,0.0005909183,0.00023505076,0.0006527258],"domain_scores_gemma":[0.99769723,0.00039603724,0.00022715269,0.0009749833,0.00055712817,0.00014745451],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00085160567,0.00054392515,0.00082450226,0.00028153576,0.00028422545,0.00011973729,0.0010235005,0.0006578879,0.0003516339],"category_scores_gemma":[0.00018026146,0.00049566745,0.0003849217,0.0012877015,0.00031296664,0.00014923081,0.00046149577,0.00045602812,0.000018977264],"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":[0.00010231999,0.0003691936,0.000006842604,0.00010541687,0.0005284916,0.000001858767,0.00033608518,0.025030367,0.008529501,0.10055504,0.0006974799,0.8637374],"study_design_scores_gemma":[0.00031090897,0.00043123573,0.000016986123,0.00042000198,0.00013422433,0.000001313554,0.00030114612,0.8375659,0.1449421,0.0036139397,0.011752923,0.00050932076],"about_ca_topic_score_codex":0.000055792567,"about_ca_topic_score_gemma":0.000030315328,"teacher_disagreement_score":0.8632281,"about_ca_system_score_codex":0.00017064397,"about_ca_system_score_gemma":0.00027118038,"threshold_uncertainty_score":0.9997495},"labels":[],"label_agreement":null},{"id":"W7154506621","doi":"10.1109/i-coste68047.2025.11467231","title":"Quantum Threat Defense: A Framework for Migrating IoT-Based Healthcare Systems","year":2025,"lang":"","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University of Edmonton","funders":"National Natural Science Foundation of China","keywords":"Health care; Healthcare system; Key (lock); Field (mathematics); Context (archaeology)","score_opus":0.025307713657306635,"score_gpt":0.29777386832488245,"score_spread":0.27246615466757584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154506621","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":[0.0010417067,0.07092808,0.91630256,0.004765099,0.0019888408,0.0017004149,0.000030106141,0.00041558425,0.0028276006],"genre_scores_gemma":[0.93343556,0.0005658071,0.063039735,0.0014207121,0.00015099985,0.0004368835,0.000056144287,0.00008768077,0.00080646225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973904,0.00025480642,0.00094237627,0.00046315757,0.000219635,0.0007296259],"domain_scores_gemma":[0.9965184,0.0012795677,0.00014732857,0.0016016036,0.0002544363,0.00019866742],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005478559,0.00045349036,0.00062111934,0.00024655703,0.0004919096,0.00024970993,0.0005789864,0.0007135251,0.000057477155],"category_scores_gemma":[0.00026250613,0.00048229605,0.00035453393,0.0008811022,0.000051733296,0.000037170834,0.0000949373,0.0007359882,0.000027006008],"study_design_candidate":"simulation_or_modeling","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":[0.00007966123,0.00007919313,0.0005373605,0.0029995693,0.00022971083,0.0000032020018,0.00021885354,0.098724455,0.00015864975,0.88217074,0.006025077,0.008773532],"study_design_scores_gemma":[0.00074163964,0.00009333217,0.00005337322,0.003218629,0.00009688843,0.0000018102718,0.0005110411,0.9626262,0.00045970178,0.004236547,0.027519073,0.00044175322],"about_ca_topic_score_codex":0.0004519972,"about_ca_topic_score_gemma":0.00023090199,"teacher_disagreement_score":0.93239385,"about_ca_system_score_codex":0.00023756233,"about_ca_system_score_gemma":0.00026641565,"threshold_uncertainty_score":0.9997629},"labels":[],"label_agreement":null},{"id":"W7162112329","doi":"10.82308/12642","title":"Utilizing computational design optimization in cancer nanotherapy and biology system principles in air transportation: a successful demonstration of interdisciplinary research","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Convergence (economics); Optimization problem; Engineering optimization; Optimal design; Computational complexity theory; Cancer; Cancer treatment; Computational model","score_opus":0.0768653252489683,"score_gpt":0.36359679245670184,"score_spread":0.28673146720773357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162112329","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":[0.5832308,0.007854791,0.3987191,0.00009284517,0.00045296652,0.0022692967,0.00003602997,0.00015597028,0.007188218],"genre_scores_gemma":[0.98911667,0.00096837204,0.008609835,0.00000381873,0.000010884754,0.00016641081,0.0010225804,0.00003626125,0.00006514438],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985707,0.00025504283,0.0006234569,0.0002314262,0.0001469385,0.00017243948],"domain_scores_gemma":[0.999347,0.0001966932,0.00010922528,0.00017229436,0.00014873783,0.000026049316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005312656,0.00016804964,0.00031354625,0.00064870267,0.00004283299,0.000011518143,0.00016740678,0.00032159244,0.000027143868],"category_scores_gemma":[0.0000043547343,0.00018004978,0.000033227116,0.0005137057,0.00003668214,0.000105105944,0.000011118777,0.00033407914,7.8308693e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009692108,0.00002672702,0.0036893403,0.0005697021,0.00002532122,0.0000012515663,0.0017285509,0.9875785,0.0006611554,0.003596942,0.000006251946,0.0020193334],"study_design_scores_gemma":[0.0005618362,0.00004476582,0.015141067,0.0010756068,0.000007612271,9.3746166e-7,0.002659822,0.97935027,0.00088060834,0.00008931135,0.000011479892,0.00017670162],"about_ca_topic_score_codex":0.00015068255,"about_ca_topic_score_gemma":0.0031040313,"teacher_disagreement_score":0.40588593,"about_ca_system_score_codex":0.00015644277,"about_ca_system_score_gemma":0.00013073282,"threshold_uncertainty_score":0.7342217},"labels":[],"label_agreement":null},{"id":"W967140920","doi":"10.1007/978-3-319-07052-0_65","title":"Convergence of Nanotechnology and Biotechnology","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":7,"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":"Nanobiotechnology; Engineering; Nanotechnology; Process (computing); Biochemical engineering; Management science; Computer science; Systems engineering; Materials science","score_opus":0.008198649435333064,"score_gpt":0.18419027538861682,"score_spread":0.17599162595328377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W967140920","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000080537735,0.00866861,0.03116195,0.00043199083,0.00016311341,0.0001246378,0.000009242189,0.0005151574,0.9588448],"genre_scores_gemma":[0.3287207,0.09105944,0.00530202,0.000117312054,0.000037515223,0.000013569176,0.000012638369,0.00015640492,0.57458043],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995974,0.0000024006945,0.00017152062,0.000103768616,0.00003902169,0.00008590533],"domain_scores_gemma":[0.9994053,0.000021693882,0.000039643495,0.0004965251,0.00001758513,0.000019203404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029500203,0.00012464206,0.00020487468,0.00013951703,0.000009783437,0.0000013219527,0.00020290377,0.00072784396,0.0005260029],"category_scores_gemma":[0.000004250268,0.00010592862,0.0000320413,0.00001566619,0.00019342637,0.000009368354,0.00011005511,0.00018268396,0.000052408992],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000010783884,8.3771596e-7,0.0000010395585,0.000025495046,0.00004212714,0.0000017208796,0.000002341719,0.0000025866525,0.007643252,0.9466555,0.00074781716,0.044876166],"study_design_scores_gemma":[0.00017335366,0.000036220805,0.0000015992941,0.00013338929,0.000020281735,0.000023130517,0.0000013716813,0.0006789955,0.036110163,0.02840315,0.934138,0.00028037245],"about_ca_topic_score_codex":6.3584235e-7,"about_ca_topic_score_gemma":0.0000056899344,"teacher_disagreement_score":0.93339014,"about_ca_system_score_codex":0.00000989955,"about_ca_system_score_gemma":0.0000058861174,"threshold_uncertainty_score":0.5759363},"labels":[],"label_agreement":null}]}