{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":28,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":28,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"51948ca519d5","filters":{"venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Arman Ahmadzadeh","is_ca":false},{"name":"Adam Noel","is_ca":true},{"name":"Robert Schober","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05237607560206201,"gpt":0.2675392387137281,"spread":0.2151631631116661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123688,0.0009344866,0.0009720501,0.0006856475,0.0005323099,0.001351426,0.001529315,0.001547859,0.001839773],"category_scores_gemma":[0.002806545,0.0006650882,0.000559624,0.0004637241,0.0009149148,0.001619041,0.0009952674,0.0009080241,0.0003064829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002353426,"about_ca_system_score_gemma":0.001134014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164998,"about_ca_topic_score_gemma":0.001580774,"domain_scores_codex":[0.9993213,0.0002130139,0.0000252461,0.0001501315,0.0002198091,0.00007048954],"domain_scores_gemma":[0.9990214,0.000526349,0.0001803674,0.00003873938,0.0001865417,0.00004653143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002814711,0.0000148236,0.000177999,0.00007194487,0.00001790843,0.00006328051,0.00002882768,0.9719023,0.003366375,0.0189967,0.0001781476,0.00515362],"study_design_scores_gemma":[0.000004570553,0.00001457095,0.000032945,0.000004298124,0.000004392898,0.00001187214,0.00000524291,0.9965711,0.000354963,0.002724276,0.0002678861,0.000003864345],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0198599,0.0009761419,0.9736927,0.000490886,0.00004767407,0.00009212531,0.00005907377,0.000103735,0.004677824],"genre_scores_gemma":[0.871073,0.002085862,0.1196069,0.0001779475,0.00005941804,0.0003416647,0.0001076368,0.00006598658,0.006481727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002353426,"threshold_uncertainty_score":0.01707542,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Stephen F. Bush","is_ca":false},{"name":"Janet L. Paluh","is_ca":false},{"name":"Giuseppe Piro","is_ca":false},{"name":"Vijay S. Rao","is_ca":false},{"name":"Ramjee Prasad","is_ca":false},{"name":"Andrew W. Eckford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04765826398991285,"gpt":0.2685190878323818,"spread":0.2208608238424689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01469522,0.002156819,0.001229966,0.003112065,0.009488706,0.02061974,0.003561646,0.0113049,0.01742145],"category_scores_gemma":[0.02437656,0.001745007,0.001638249,0.001949034,0.02288524,0.02832134,0.01079835,0.01472889,0.01284144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0061426,"about_ca_system_score_gemma":0.01060083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009107847,"about_ca_topic_score_gemma":0.00409087,"domain_scores_codex":[0.9808068,0.007172303,0.001626012,0.002603865,0.005822059,0.001968911],"domain_scores_gemma":[0.9787496,0.00758236,0.000973805,0.004322887,0.006880093,0.001491435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008127522,0.000008407049,0.00005123229,0.000101876,0.000003622695,0.00005449875,0.0007812119,0.0002207909,0.000348296,0.9812322,0.008303999,0.008885772],"study_design_scores_gemma":[0.000009437607,0.0000314685,0.0001064979,0.0006070623,0.00001642052,0.0002447445,0.00071672,0.0007606092,0.001122477,0.4263617,0.5699776,0.0000453175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003480742,0.009172926,0.5171551,0.04770469,0.007919314,0.0005895208,0.0004654,0.001136734,0.4123755],"genre_scores_gemma":[0.2511176,0.02305497,0.4664868,0.04374478,0.008496178,0.002621166,0.00114887,0.002819008,0.2005106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02061974,"threshold_uncertainty_score":0.07771665,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Nariman Farsad","is_ca":false},{"name":"Yonathan Murin","is_ca":false},{"name":"Weisi Guo","is_ca":false},{"name":"Chan‐Byoung Chae","is_ca":false},{"name":"Andrew W. Eckford","is_ca":true},{"name":"Andrea Goldsmith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06665745886897742,"gpt":0.2864848280001804,"spread":0.219827369131203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008572205,0.0007183073,0.000619624,0.0005944975,0.0005990358,0.001155292,0.0006820945,0.0008124649,0.003132382],"category_scores_gemma":[0.002472657,0.0003412604,0.0004702368,0.0005931655,0.0007564119,0.001020399,0.0006591502,0.0007908805,0.0005829086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661731,"about_ca_system_score_gemma":0.0009695289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222435,"about_ca_topic_score_gemma":0.001657738,"domain_scores_codex":[0.9991959,0.0002113817,0.00002330135,0.0001136031,0.0003508904,0.0001048723],"domain_scores_gemma":[0.9987532,0.0005940825,0.0002038731,0.00006808644,0.0003444681,0.00003636718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007708668,0.00004444355,0.0006362236,0.0001466909,0.00003257985,0.0001557939,0.0001544632,0.8234685,0.01928856,0.1353326,0.001490801,0.01917214],"study_design_scores_gemma":[0.000003928932,0.00002089367,0.00007549925,0.000004742153,0.000007021278,0.00003168808,0.00001048947,0.9939516,0.0008380166,0.004429095,0.0006205628,0.000006412548],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02660218,0.0006621588,0.9622235,0.0002652445,0.00004753449,0.00007335514,0.00005670522,0.00009475412,0.0099745],"genre_scores_gemma":[0.9135405,0.001309945,0.07658076,0.0001431802,0.0001222151,0.0002482306,0.00009434871,0.00007606878,0.007884765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003132382,"threshold_uncertainty_score":0.01205677,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Nariman Farsad","is_ca":false},{"name":"Yonathan Murin","is_ca":false},{"name":"Andrew W. Eckford","is_ca":true},{"name":"Andrea Goldsmith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05548058142917568,"gpt":0.2598546814441304,"spread":0.2043741000149548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002466933,0.001323525,0.001461172,0.002379914,0.001387081,0.003780823,0.002030833,0.001570244,0.004085537],"category_scores_gemma":[0.01691319,0.0007891317,0.0009062163,0.001596324,0.00439378,0.005369045,0.002652685,0.003154173,0.0006610813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004741278,"about_ca_system_score_gemma":0.001922012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004368094,"about_ca_topic_score_gemma":0.001638705,"domain_scores_codex":[0.9973077,0.0005815121,0.00009190905,0.0003188229,0.0008214764,0.0008786024],"domain_scores_gemma":[0.9732964,0.02148083,0.001606748,0.001080224,0.001901739,0.0006340608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001374158,0.00004830262,0.0002975695,0.0002390596,0.00003118955,0.0002644848,0.0002345773,0.3074599,0.006302536,0.6740177,0.002060483,0.008906689],"study_design_scores_gemma":[0.00001326097,0.00003651431,0.0001524311,0.00007838336,0.0000166713,0.0001729166,0.00006214499,0.8009524,0.002520677,0.1939204,0.00200691,0.00006715459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1049449,0.008318401,0.8323655,0.002336726,0.000284914,0.000107582,0.0006523016,0.0007299662,0.05025972],"genre_scores_gemma":[0.9610475,0.005249921,0.02584472,0.00040624,0.000343932,0.0003581383,0.0002711481,0.0001941762,0.006284285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004741278,"threshold_uncertainty_score":0.03440058,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Science and Engineering Research Council","keywords":"Ask price; Computer science; Business","authors":[{"name":"Siavash Ghavami","is_ca":false},{"name":"Raviraj Adve","is_ca":true},{"name":"Farshad Lahouti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04805933862976896,"gpt":0.2713428077271918,"spread":0.2232834690974229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003050329,0.001133566,0.001653772,0.001540272,0.001435551,0.002874576,0.001746368,0.001379967,0.00608313],"category_scores_gemma":[0.02396465,0.0004586197,0.0004310822,0.001466688,0.002971812,0.004208426,0.003281286,0.001563136,0.0008670536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002421279,"about_ca_system_score_gemma":0.001812442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145162,"about_ca_topic_score_gemma":0.0006663037,"domain_scores_codex":[0.9980118,0.0005420515,0.00007704934,0.000192345,0.000642647,0.0005339116],"domain_scores_gemma":[0.9761608,0.01936552,0.001305684,0.0009880925,0.001782557,0.0003975436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009365614,0.0001388808,0.001232486,0.0006580157,0.00005813171,0.0003684782,0.0005454065,0.6130245,0.02039652,0.3280465,0.003060975,0.03153356],"study_design_scores_gemma":[0.00003658851,0.0001116593,0.0005205803,0.0001027194,0.0000362946,0.0002002646,0.000177493,0.9175231,0.01654033,0.06328824,0.001379795,0.0000829881],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4112364,0.00460056,0.5210842,0.00306111,0.0003176981,0.0002517241,0.001517876,0.001058153,0.0568722],"genre_scores_gemma":[0.982092,0.001097712,0.01263899,0.000153017,0.00007905113,0.0001821035,0.0002116162,0.0001202979,0.00342522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00608313,"threshold_uncertainty_score":0.0203501,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Yonathan Murin","is_ca":false},{"name":"Nariman Farsad","is_ca":false},{"name":"Mainak Chowdhury","is_ca":false},{"name":"Andrea Goldsmith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.144481166508245,"gpt":0.2999566082233313,"spread":0.1554754417150862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001534282,0.000678614,0.0008091177,0.0006931551,0.0005611294,0.001168689,0.0008721739,0.0009336687,0.0009916967],"category_scores_gemma":[0.006014921,0.0004183043,0.0004945525,0.0007240194,0.002126641,0.001880751,0.001126668,0.00113034,0.0001717922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219769,"about_ca_system_score_gemma":0.0008717161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433471,"about_ca_topic_score_gemma":0.0009642683,"domain_scores_codex":[0.9991953,0.0002773317,0.00002008267,0.00008078019,0.0002580205,0.0001684632],"domain_scores_gemma":[0.9909213,0.007376474,0.0007481851,0.0003143332,0.0004186193,0.0002211456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001637658,0.00008377001,0.001365324,0.0001199955,0.00006419954,0.0003095191,0.0001971469,0.7029779,0.01397274,0.2686178,0.00048688,0.01164088],"study_design_scores_gemma":[0.000009753154,0.00004352479,0.0001465697,0.000006696414,0.000008805227,0.00005806946,0.00001671512,0.9653223,0.001858175,0.03234386,0.0001677949,0.00001775264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2089643,0.000853526,0.7804952,0.000490228,0.00006305169,0.00004624483,0.00008998328,0.0001742847,0.008823175],"genre_scores_gemma":[0.9775783,0.0005510744,0.01938973,0.000101527,0.0000657418,0.00003964823,0.0000406194,0.00002455617,0.002208883],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001534282,"threshold_uncertainty_score":0.008850038,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; University of Toronto","funders":"Defense Advanced Research Projects Agency","keywords":"Photosynthesis; Biology; Botany; Biological system; Plant physiology","authors":[{"name":"Hamdan Awan","is_ca":false},{"name":"Raviraj Adve","is_ca":true},{"name":"Nigel Wallbridge","is_ca":false},{"name":"Carrol Plummer","is_ca":false},{"name":"Andrew W. Eckford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03069659438701254,"gpt":0.2418186308562523,"spread":0.2111220364692397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002758897,0.0005181946,0.0005354183,0.0003255261,0.0004840772,0.0008086105,0.001119855,0.002070164,0.002269339],"category_scores_gemma":[0.0009317917,0.0003255556,0.00065281,0.0004722657,0.0007602974,0.001628524,0.0006760773,0.0007459415,0.0003718479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388853,"about_ca_system_score_gemma":0.0008857842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006075765,"about_ca_topic_score_gemma":0.003802401,"domain_scores_codex":[0.999851,0.00004501286,0.000005439037,0.00003625625,0.00003165175,0.00003049788],"domain_scores_gemma":[0.9996719,0.0001866402,0.00005777573,0.00002396921,0.00003476163,0.0000248478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001397074,0.00001620556,0.0001895421,0.00002274188,0.000008032024,0.00004614716,0.00002312216,0.9768936,0.0026669,0.01887077,0.0001290426,0.00111994],"study_design_scores_gemma":[0.000003959439,0.000008463308,0.00008378628,0.000002031672,0.000003435394,0.000008184643,0.00000817734,0.9935229,0.0002272,0.005784361,0.0003432059,0.00000420189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2891735,0.001370493,0.6695374,0.001931106,0.0001682565,0.00008732179,0.0004661272,0.000288894,0.03697694],"genre_scores_gemma":[0.9679123,0.0007307888,0.02043998,0.000151445,0.00002986603,0.000151236,0.0001027258,0.00004250148,0.01043915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006075765,"threshold_uncertainty_score":0.01208079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383200195","doi":"10.1109/tmbmc.2023.3292321","title":"A Stochastic Biofilm Disruption Model Based on Quorum Sensing Mimickers","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biofilm; Quorum sensing; Pseudomonas aeruginosa; Randomness; Biological system; Computer science; Biochemical engineering; Chemistry; Microbiology; Bacteria; Biology; Mathematics; Engineering; Genetics","authors":[{"name":"Fatih Güleç","is_ca":true},{"name":"Andrew W. Eckford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04284872712620093,"gpt":0.2889808791793319,"spread":0.246132152053131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003487364,0.0006882961,0.0008210689,0.0004306076,0.0005147844,0.000770577,0.001308697,0.001587838,0.001005731],"category_scores_gemma":[0.0008088266,0.0004215836,0.0009242046,0.0003227382,0.0008708892,0.001053845,0.0007596847,0.0007565006,0.0001539305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135477,"about_ca_system_score_gemma":0.0008114061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009794793,"about_ca_topic_score_gemma":0.003007194,"domain_scores_codex":[0.9996681,0.00007032764,0.00001914158,0.00009366745,0.00009162889,0.00005702774],"domain_scores_gemma":[0.9996308,0.0001466496,0.0001003522,0.00002200083,0.00006290112,0.00003727106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002484895,0.00001967878,0.0004407546,0.00002312138,0.00001422433,0.0001057535,0.00003867991,0.9818022,0.006818141,0.009646454,0.00007425802,0.0009919504],"study_design_scores_gemma":[0.000004070775,0.00001277562,0.00007887751,9.551608e-7,0.00000372739,0.000008659444,0.000003692934,0.998747,0.0003303661,0.0007174041,0.00008851149,0.000003923198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4587566,0.0007997418,0.525129,0.0007769925,0.0001279127,0.0001373217,0.0003912652,0.0003405377,0.01354059],"genre_scores_gemma":[0.9847347,0.0003212532,0.009458997,0.00006443049,0.00001451021,0.0001214909,0.0000882557,0.00001801635,0.005178333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009794793,"threshold_uncertainty_score":0.01947558,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Yuting Fang","is_ca":false},{"name":"Stuart T. Johnston","is_ca":false},{"name":"Matthew Faria","is_ca":false},{"name":"Xinyu Huang","is_ca":false},{"name":"Andrew W. Eckford","is_ca":true},{"name":"Jamie Evans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0393124705606219,"gpt":0.2680439714609928,"spread":0.2287315009003709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001717591,0.0002237449,0.0002915738,0.0001579975,0.0002420267,0.0003030858,0.0003933237,0.0005528569,0.0009173506],"category_scores_gemma":[0.0003444684,0.0001226401,0.00017053,0.0001681247,0.0002604391,0.0004807234,0.000389156,0.0003372048,0.0002238932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004282064,"about_ca_system_score_gemma":0.0002235227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000280335,"about_ca_topic_score_gemma":0.0003415494,"domain_scores_codex":[0.9999021,0.00002212399,0.000004514815,0.00002237274,0.00003308263,0.00001567765],"domain_scores_gemma":[0.9998747,0.00005032655,0.00003376973,0.00001039451,0.00001700879,0.00001382939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001013737,0.0001002992,0.0002814887,0.0003279963,0.000021701,0.0001914766,0.0000660219,0.03322178,0.9095684,0.02680035,0.0009994031,0.02831971],"study_design_scores_gemma":[0.00005364021,0.000638839,0.0005520132,0.00001707918,0.0000302541,0.0002031809,0.00002878932,0.7649834,0.2153988,0.004617361,0.01342961,0.00004697869],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5125788,0.007466951,0.4638483,0.001414441,0.0005021782,0.0002129136,0.0001132828,0.000763186,0.01309988],"genre_scores_gemma":[0.9633579,0.0009513781,0.03354463,0.0001829651,0.00003558208,0.0001098474,0.00002853514,0.00001171366,0.001777563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009173506,"threshold_uncertainty_score":0.003106833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2262449442","doi":"10.1109/tmbmc.2015.2501744","title":"An Information Theoretic Approach Toward Assessing Perceptual Audio Quality Using EEG","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Blind Source Separation Techniques","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Perception; Mutual information; Entropy (arrow of time); Electroencephalography; Speech recognition; Artificial intelligence; Information theory; Audio signal; Pattern recognition (psychology); Mixture model; Mathematics; Speech coding; Psychology; Statistics","authors":[{"name":"Ketan Mehta","is_ca":false},{"name":"Jörg Kliewer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1844944365988259,"gpt":0.3833433932482351,"spread":0.1988489566494091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002073154,0.001186298,0.0008414584,0.00174716,0.0003002328,0.001509661,0.001421018,0.001184901,0.001049351],"category_scores_gemma":[0.007645672,0.0004351155,0.0008199692,0.0008860602,0.002063388,0.003515961,0.001405123,0.001188783,0.0002763272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008614389,"about_ca_system_score_gemma":0.0005515342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000667401,"about_ca_topic_score_gemma":0.0004548554,"domain_scores_codex":[0.9984768,0.000573597,0.00009522843,0.0002258163,0.0005777259,0.00005079992],"domain_scores_gemma":[0.9973036,0.001723643,0.0003053594,0.0003123255,0.0002990714,0.00005598048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002181242,0.0001998111,0.002482058,0.0003926545,0.0002628831,0.0003269,0.0002668549,0.5979832,0.03801284,0.2073967,0.001345415,0.1511125],"study_design_scores_gemma":[0.000009718241,0.0001476459,0.001097293,0.00002662721,0.00003140173,0.0001616787,0.0000382998,0.9194658,0.004296189,0.0737869,0.0008834209,0.00005486899],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004190487,0.0001904581,0.994764,0.0001387046,0.00002008868,0.00001636848,0.00003988155,0.00004932531,0.0005907269],"genre_scores_gemma":[0.503508,0.001123812,0.4922328,0.0003183682,0.0003225111,0.0002378893,0.0002298638,0.00006128792,0.001965431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002073154,"threshold_uncertainty_score":0.01096404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2334495287","doi":"10.1109/tmbmc.2016.2537299","title":"Dynamic Modeling of Antimicrobial Pore Formation in Engineered Tethered Membranes","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Membrane; Mesoscopic physics; Molecular dynamics; Chemistry; Diffusion; Materials science; Nanotechnology; Biophysics; Chemical physics; Physics; Computational chemistry; Thermodynamics; Biochemistry","authors":[{"name":"William Hoiles","is_ca":true},{"name":"Vikram Krishnamurthy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04431091407470965,"gpt":0.2734231652313159,"spread":0.2291122511566063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001211847,0.0003271941,0.0003139413,0.00019148,0.0002533532,0.0004607587,0.0006472351,0.0009640538,0.0007631108],"category_scores_gemma":[0.0004346098,0.0002166281,0.0004206304,0.0001257416,0.0006745562,0.0007573896,0.0004549055,0.0004478106,0.0001079799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008702094,"about_ca_system_score_gemma":0.0005421379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004025903,"about_ca_topic_score_gemma":0.001408202,"domain_scores_codex":[0.9999005,0.00001645313,0.000003967832,0.00002931803,0.0000309981,0.00001884332],"domain_scores_gemma":[0.9998722,0.00004764932,0.00003008839,0.00001522839,0.00001871628,0.00001612172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003389492,0.00003696729,0.0004337649,0.00003649117,0.00001429122,0.0001769885,0.00004387401,0.9260322,0.05677401,0.01483648,0.00007244039,0.001508534],"study_design_scores_gemma":[0.000003500272,0.000007254462,0.00009751548,9.272198e-7,0.000001134075,0.00000884478,0.000003734188,0.9976358,0.001552063,0.0005537135,0.0001325058,0.000002997275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5867635,0.0005310934,0.40237,0.0003726902,0.00006964042,0.00007090587,0.0001907124,0.0002881182,0.009343234],"genre_scores_gemma":[0.9825113,0.0002202344,0.01433707,0.00003938275,0.00000859768,0.00007542793,0.00006100684,0.00002366624,0.002723308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004025903,"threshold_uncertainty_score":0.008004963,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Oussama Abderrahmane Dambri","is_ca":true},{"name":"Soumaya Cherkaoui","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0335973021439524,"gpt":0.250179710903478,"spread":0.2165824087595256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001607512,0.000426268,0.0003251846,0.0003801289,0.0003452325,0.0005200226,0.0008424473,0.001191412,0.001485049],"category_scores_gemma":[0.0005356628,0.0003270716,0.0004263944,0.0002770791,0.0005422059,0.001320657,0.0004704191,0.0004496019,0.0003568592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005672551,"about_ca_system_score_gemma":0.0005678788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002395072,"about_ca_topic_score_gemma":0.001482779,"domain_scores_codex":[0.9998692,0.00002613259,0.000005745755,0.00003322533,0.00004140436,0.00002430053],"domain_scores_gemma":[0.9997674,0.0000972201,0.00005256318,0.0000225394,0.00004037006,0.00001986566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001850686,0.00004780865,0.0005011348,0.00004520932,0.00001354819,0.0001562743,0.00004970863,0.963403,0.01420496,0.01963195,0.0001353722,0.001792471],"study_design_scores_gemma":[0.000002465394,0.00000793523,0.00006854567,0.000001369891,0.000002064144,0.000009957139,0.000004334361,0.9981199,0.000605398,0.0009786346,0.0001964834,0.000002857713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3305478,0.00078449,0.6470396,0.0003504734,0.0001211969,0.0001337302,0.0002890235,0.0003976163,0.02033614],"genre_scores_gemma":[0.9491899,0.000719495,0.03751828,0.00006958215,0.00003771409,0.0002182292,0.0001344247,0.00007379843,0.01203869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002395072,"threshold_uncertainty_score":0.004967988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402626864","doi":"10.1109/tmbmc.2024.3464415","title":"Optical Polarization Evolution and Transmission in Multi-Ranvier-Node Axonal Myelin-Sheath Waveguides","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Myelin sheath; Node of Ranvier; Polarization (electrochemistry); Myelin; Materials science; Optics; Physics; Biophysics; Chemistry; Neuroscience; Biology","authors":[{"name":"Emily Frede","is_ca":true},{"name":"Hadi Zadeh‐Haghighi","is_ca":true},{"name":"Christoph Simon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03438734796536665,"gpt":0.2735882531272016,"spread":0.2392009051618349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002771187,0.0002983948,0.0001891234,0.0003313124,0.0004323866,0.0006654495,0.0004852747,0.000615689,0.0008687712],"category_scores_gemma":[0.0006642865,0.0002386152,0.0003161748,0.0002936678,0.0007700271,0.0007509571,0.000460053,0.0002993282,0.0001255789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004993263,"about_ca_system_score_gemma":0.0004378819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582841,"about_ca_topic_score_gemma":0.001096637,"domain_scores_codex":[0.9999135,0.00002293285,0.000002662235,0.00001226725,0.00002167915,0.00002707626],"domain_scores_gemma":[0.9997198,0.0001212818,0.00006470138,0.00001883135,0.00004344798,0.00003186602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004255858,0.0001533796,0.003222472,0.0001134645,0.00004434731,0.0005957509,0.0004489195,0.8399093,0.07584109,0.07475232,0.0004022566,0.00409108],"study_design_scores_gemma":[0.0000399209,0.0001145249,0.001100278,0.00001880629,0.00001198268,0.0001015504,0.0001552523,0.9774354,0.01055697,0.009915191,0.0005218009,0.0000282505],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653562,0.0002885486,0.02875077,0.0001116105,0.00002031455,0.00001605908,0.00006430755,0.00005886949,0.005333201],"genre_scores_gemma":[0.9863935,0.0002867888,0.01081918,0.00001945238,0.000004590991,0.00002538235,0.00003562576,0.00002393249,0.002391516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001582841,"threshold_uncertainty_score":0.00362283,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Fatih Güleç","is_ca":true},{"name":"Falko Dressler","is_ca":false},{"name":"Andrew W. Eckford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03804683076433875,"gpt":0.2596153259619249,"spread":0.2215684951975862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002880388,0.0005070471,0.000414633,0.0006170636,0.0004716529,0.0006721565,0.0005932791,0.0007906638,0.0009475843],"category_scores_gemma":[0.001311732,0.0002197643,0.0005674939,0.0004398243,0.0005836853,0.0007030734,0.0004894256,0.0005481445,0.0001628583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004291043,"about_ca_system_score_gemma":0.001026041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002878963,"about_ca_topic_score_gemma":0.001508984,"domain_scores_codex":[0.9998357,0.000043055,0.00001017973,0.00003134974,0.00005339041,0.00002630476],"domain_scores_gemma":[0.9994506,0.000295005,0.00008611989,0.00005990618,0.00007905949,0.00002926563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003286676,0.00005577494,0.001788643,0.00003984406,0.00002125857,0.00008645975,0.00003882524,0.9642112,0.007281152,0.01928279,0.0002489883,0.006912089],"study_design_scores_gemma":[0.000001610231,0.000005713962,0.0001064232,0.000001158886,0.000001214622,0.000007999374,0.00000379957,0.9983855,0.0003109491,0.001053481,0.0001195768,0.000002560878],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06432671,0.000169635,0.931807,0.0001463946,0.00006403097,0.00007031782,0.0002009885,0.0002132288,0.003001758],"genre_scores_gemma":[0.7804986,0.0003296656,0.2164026,0.00009470449,0.00007502903,0.0003089411,0.0003304766,0.00008157647,0.001878447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002878963,"threshold_uncertainty_score":0.00572443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011649229","doi":"10.1109/tmbmc.2020.2981655","title":"Modeling Interference-Free Neuron Spikes With Optogenetic Stimulation","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Optogenetics; Neuron; Biological neuron model; Resting potential; Biological system; Membrane potential; Interference (communication); Physics; Neuroscience; Control theory (sociology); Computer science; Control (management); Biology; Artificial intelligence; Telecommunications","authors":[{"name":"Adam Noel","is_ca":false},{"name":"Shayan Monabbati","is_ca":false},{"name":"Dimitrios Makrakis","is_ca":true},{"name":"Andrew W. Eckford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1054204417209425,"gpt":0.3269244516229998,"spread":0.2215040099020573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002270334,0.000356867,0.0003829207,0.0001855289,0.0002348797,0.0003806686,0.0008921152,0.00090005,0.0006782684],"category_scores_gemma":[0.0008679781,0.0002540462,0.0004951339,0.0002251854,0.0005931394,0.0004115302,0.0003670758,0.0004743983,0.0001249578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234407,"about_ca_system_score_gemma":0.0006686912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087516,"about_ca_topic_score_gemma":0.006771008,"domain_scores_codex":[0.9999197,0.0000170334,0.000003954309,0.0000144093,0.00002498128,0.0000198918],"domain_scores_gemma":[0.9997908,0.0001114434,0.00004151891,0.00001755893,0.00002252714,0.00001613277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001342475,0.000006379033,0.0002176071,0.000007585656,0.000005295859,0.00003325168,0.00001861389,0.9932594,0.002252678,0.003491399,0.00004585053,0.0006486262],"study_design_scores_gemma":[0.000002129238,0.00000298517,0.00008653133,7.918561e-7,0.000001389343,0.000004576293,0.000001700702,0.9988518,0.0002480563,0.0007436623,0.00005483756,0.000001643099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4875522,0.0003149494,0.4955892,0.0004550775,0.00006107971,0.00009203643,0.0002991063,0.0004630635,0.01517315],"genre_scores_gemma":[0.9868181,0.0001202144,0.01080362,0.00004502518,0.000007794703,0.00006431907,0.00004426339,0.00003578649,0.00206086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01087516,"threshold_uncertainty_score":0.02162373,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Taha Sajjad","is_ca":true},{"name":"Andrew W. Eckford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03625011151611184,"gpt":0.2644879153999462,"spread":0.2282378038838344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002765204,0.0002073543,0.0003117539,0.0001757959,0.0004561659,0.0007078588,0.0003079626,0.0005456645,0.001127852],"category_scores_gemma":[0.000860182,0.0001454133,0.0001309416,0.0002537126,0.0006560317,0.001109714,0.0005110959,0.0004149434,0.0003374266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006144287,"about_ca_system_score_gemma":0.0003919624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007117684,"about_ca_topic_score_gemma":0.0003070034,"domain_scores_codex":[0.9996625,0.00008114596,0.000007823302,0.00005142622,0.0001301374,0.00006688369],"domain_scores_gemma":[0.9996496,0.000196928,0.00004663473,0.00003682397,0.00005145627,0.00001853081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003207047,0.0001022583,0.001608884,0.0003013969,0.00003752636,0.0003483118,0.0002912571,0.2136908,0.2807042,0.4595126,0.003024951,0.04005706],"study_design_scores_gemma":[0.00004635005,0.0002970481,0.0007534022,0.0000351572,0.00001501609,0.0003221289,0.0001396279,0.8056726,0.1075021,0.07040397,0.01475016,0.00006233133],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4994572,0.00241544,0.4589379,0.0009389082,0.0001648673,0.00003555889,0.0001470006,0.0007673189,0.03713581],"genre_scores_gemma":[0.9805643,0.0004569395,0.01704982,0.00004922026,0.00002331262,0.0000223345,0.0000334252,0.00001939471,0.001781328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001127852,"threshold_uncertainty_score":0.00445807,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Computer science; Communications system; Telecommunications","authors":[{"name":"Taha Sajjad","is_ca":true},{"name":"Andrew W. Eckford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02535058471865967,"gpt":0.2408978628859397,"spread":0.2155472781672801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003740405,0.0004711522,0.0005339788,0.0003195669,0.0007701024,0.0008126535,0.000908823,0.001175217,0.001577602],"category_scores_gemma":[0.0004131382,0.000391058,0.0003636776,0.0002436483,0.0004949069,0.0012035,0.0006107591,0.0005765966,0.001483458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004098772,"about_ca_system_score_gemma":0.0005132938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003250898,"about_ca_topic_score_gemma":0.0003237928,"domain_scores_codex":[0.9997385,0.00005213622,0.00001742884,0.00007301821,0.00008326196,0.00003557945],"domain_scores_gemma":[0.9998069,0.00005137149,0.00003324919,0.00002110607,0.00005837174,0.00002900118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001415592,0.0001193178,0.0004016611,0.0003131979,0.00003945512,0.0001815268,0.0001282977,0.01108651,0.9517999,0.01151434,0.0004732224,0.0238011],"study_design_scores_gemma":[0.0001711265,0.001505651,0.000954176,0.0000746673,0.0001410495,0.0007378512,0.00009769428,0.170395,0.7895697,0.004328267,0.03190195,0.0001227703],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1289718,0.001049876,0.8592226,0.0005636974,0.0001955461,0.0005757436,0.00008780754,0.001312777,0.008020215],"genre_scores_gemma":[0.4151047,0.0008897824,0.5757071,0.0003478324,0.0001213076,0.0005288103,0.00009581186,0.0001306087,0.00707394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001577602,"threshold_uncertainty_score":0.005277634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386736977","doi":"10.1109/tmbmc.2023.3315517","title":"An Ultrasonic Power Splitting Receiver With Improved Complexity-Reliability Trade-Off for Intra-Body Communications","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Energy Harvesting in Wireless Networks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; Natural Science Foundation of Gansu Province; National Natural Science Foundation of China","keywords":"Reliability (semiconductor); Computer science; Power (physics); Transmission (telecommunications); Bit error rate; Transceiver; Computational complexity theory; Energy (signal processing); Power budget; Electronic engineering; Algorithm; Telecommunications; Mathematics; Physics; Engineering; Wireless; Statistics; Decoding methods; Power control","authors":[{"name":"Yuankun Tang","is_ca":false},{"name":"Qianqian Wang","is_ca":false},{"name":"Miaowen Wen","is_ca":false},{"name":"Quansheng Guan","is_ca":false},{"name":"Fei Ji","is_ca":false},{"name":"Julian Cheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03985525253074462,"gpt":0.2815173322679053,"spread":0.2416620797371607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005854038,0.0004737425,0.0004720323,0.000381222,0.000204866,0.0004377359,0.0008808408,0.0006106962,0.0009343579],"category_scores_gemma":[0.0009697949,0.0002864758,0.0002969854,0.000450248,0.0004140577,0.0008648027,0.0005879973,0.0006596941,0.0004989861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980431,"about_ca_system_score_gemma":0.0004141094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002224868,"about_ca_topic_score_gemma":0.0002974237,"domain_scores_codex":[0.999514,0.00009444246,0.00002787508,0.00009210183,0.000235744,0.0000358142],"domain_scores_gemma":[0.9995166,0.0001667492,0.00008269277,0.00006935448,0.0001398255,0.00002469611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003647925,0.0001425357,0.001372783,0.0002412849,0.00005477158,0.0002053771,0.0001337916,0.04141318,0.7221292,0.02167699,0.001294278,0.210971],"study_design_scores_gemma":[0.00006153048,0.000850268,0.0008659931,0.00003168009,0.0000804231,0.000759399,0.00003946816,0.7726637,0.212622,0.003855741,0.008113176,0.00005657409],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03463939,0.0007073554,0.9619746,0.0002063367,0.00005310096,0.00003438098,0.00001625983,0.0003201552,0.002048475],"genre_scores_gemma":[0.7013834,0.0006966824,0.2942322,0.0002754144,0.0001724785,0.0000743471,0.00005904093,0.00005318944,0.003053158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009343579,"threshold_uncertainty_score":0.003125727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232602283","doi":"10.1109/tmbmc.2020.3006770","title":"IEEE Communications Society","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Telecommunications; Computer science; Political science","authors":[{"name":"Chan‐Byoung Chae","is_ca":false},{"name":"Christina Tang-Bernas","is_ca":false},{"name":"Sasitharan Balasubramaniam","is_ca":false},{"name":"Jaewon Choi","is_ca":false},{"name":"Chung‐Kwang Chou","is_ca":false},{"name":"Yaohua Deng","is_ca":false},{"name":"Faramarz Fekri","is_ca":false},{"name":"Alin Grama","is_ca":false},{"name":"Pragati Grover","is_ca":false},{"name":"Weisi Guo","is_ca":false},{"name":"Werner Haselmayr","is_ca":false},{"name":"Vaidyanathan Krishnamurthy","is_ca":false},{"name":"Tadashi Nakano","is_ca":false},{"name":"Masoumeh Nasiri‐Kenari","is_ca":false},{"name":"Adam Noel","is_ca":false},{"name":"Haris Vikalo","is_ca":false},{"name":"Ningchen Yang","is_ca":false},{"name":"Baki Berkay Yilmaz","is_ca":false},{"name":"Toshio Fukuda","is_ca":false},{"name":"Susan Kathy","is_ca":false},{"name":"Land","is_ca":false},{"name":"Kathleen Kramer","is_ca":false},{"name":"Joseph Lillie","is_ca":false},{"name":"Márcio das Chagas Moura","is_ca":false},{"name":"Stephen Phillips","is_ca":false},{"name":"Kripasindhu Sarkar","is_ca":false},{"name":"Kukjin Chun","is_ca":false},{"name":"Robert Fish","is_ca":false},{"name":"Kazuhiro Kosuge","is_ca":false},{"name":"James Conrad","is_ca":false},{"name":"Vijay K. Bhargava","is_ca":false},{"name":"Stephen Welby","is_ca":false},{"name":"Thomas Siegert","is_ca":false},{"name":"Business Administration","is_ca":false},{"name":"Cherif Amirat","is_ca":true},{"name":"Julie Cozin","is_ca":true},{"name":"Karen Hawkins","is_ca":true},{"name":"Donna Hourican","is_ca":true},{"name":"Cecelia Jankowski","is_ca":false},{"name":"Geographic Activities","is_ca":false},{"name":"Jamie Moesch","is_ca":false},{"name":"Sophia Muirhead","is_ca":false},{"name":"Konstantinos Karachalios","is_ca":false},{"name":"Mary Ward-Callan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09454830625427639,"gpt":0.2918872505935529,"spread":0.1973389443392765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007314201,0.0009807948,0.0006992885,0.001425122,0.0009402757,0.003691418,0.0008711511,0.002156586,0.2690139],"category_scores_gemma":[0.002249952,0.0003296567,0.0003924254,0.002085922,0.0006061594,0.002039565,0.00166493,0.002783092,0.3125968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007664344,"about_ca_system_score_gemma":0.001707309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002286679,"about_ca_topic_score_gemma":0.001621646,"domain_scores_codex":[0.9991084,0.0001173753,0.00006007953,0.0002364004,0.0003851477,0.00009267863],"domain_scores_gemma":[0.9980217,0.0001960061,0.00007315105,0.0004211793,0.001127561,0.0001603848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005471926,0.00004276787,0.0004343866,0.0001721374,0.00001930149,0.000149553,0.00006319374,0.0004242512,0.002009303,0.01270542,0.6855386,0.2983865],"study_design_scores_gemma":[0.000006333025,0.00001608547,0.0002340673,0.00006876273,0.000005319795,0.0001413193,0.00003010299,0.0005494363,0.0003019884,0.002570934,0.996067,0.000008745953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001910644,0.01260569,0.03454954,0.009771662,0.01617785,0.0002711,0.004226659,0.003805718,0.9166812],"genre_scores_gemma":[0.01503443,0.01200306,0.009021142,0.002926328,0.002416597,0.0002609578,0.007009135,0.0003881941,0.9509403],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2690139,"threshold_uncertainty_score":0.8999412,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Adam Noel","is_ca":true},{"name":"Andrew W. Eckford","is_ca":true},{"name":"Radek Erban","is_ca":false},{"name":"Matteo Icardi","is_ca":false},{"name":"Gregory T. Reeves","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01826095901593266,"gpt":0.2563227821382145,"spread":0.2380618231222818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00586812,0.005061256,0.004320918,0.003527268,0.003740793,0.01004082,0.003520754,0.01788731,0.02322807],"category_scores_gemma":[0.01584934,0.001729144,0.003230493,0.001379293,0.002376745,0.003823105,0.001940872,0.01880042,0.01585892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002752982,"about_ca_system_score_gemma":0.002309897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056441,"about_ca_topic_score_gemma":0.004160719,"domain_scores_codex":[0.9944482,0.0007215033,0.000388714,0.0006844013,0.003276123,0.0004810283],"domain_scores_gemma":[0.9858191,0.004273587,0.001074888,0.0003853521,0.005143675,0.003303365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006243727,0.00002631011,0.00002545903,0.0001501766,0.00001840273,0.0001579543,0.000006477374,0.00003957582,0.0001143022,0.0003190472,0.9948195,0.004260425],"study_design_scores_gemma":[0.0001059092,0.00007358805,0.0003262009,0.0002174648,0.00005449358,0.0002611273,0.00003413551,0.0003733761,0.0001994652,0.001304784,0.9970223,0.0000270627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003568934,0.001784894,0.0001283393,0.01471184,0.9814773,0.0000249351,0.00003805642,0.00004591124,0.001753021],"genre_scores_gemma":[0.0003750292,0.001788226,0.00009218544,0.007718232,0.9793758,0.00002557531,0.00002568647,0.00002977365,0.01056948],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02322807,"threshold_uncertainty_score":0.07770568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411270977","doi":"10.1109/tmbmc.2025.3579530","title":"Communication System Design Using Synthetic Photoisomerizable Azobenzene-Regulated K <sup>+</sup> (SPARK) Channel","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Photochromic and Fluorescence Chemistry","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Azobenzene; Channel (broadcasting); SPARK (programming language); Materials science; Chemistry; Computer science; Telecommunications; Molecule; Organic chemistry; Programming language","authors":[{"name":"Taha Sajjad","is_ca":true},{"name":"Andrew W. Eckford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04492542501045538,"gpt":0.2774496917130188,"spread":0.2325242667025634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001898265,0.000319322,0.0002562877,0.0001346855,0.0002730505,0.0003284177,0.0003966809,0.0003038166,0.0005760739],"category_scores_gemma":[0.0002553168,0.00008741877,0.000164214,0.0001581238,0.0002500699,0.0004372263,0.0002166554,0.0002808751,0.0002581171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003457303,"about_ca_system_score_gemma":0.0003269438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002665447,"about_ca_topic_score_gemma":0.0003955437,"domain_scores_codex":[0.9998162,0.00002638246,0.00001211936,0.00005890803,0.00005381626,0.00003249638],"domain_scores_gemma":[0.9998075,0.00004680098,0.00006535994,0.0000106159,0.00004804632,0.00002172748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008319701,0.00002074669,0.000149097,0.0001070035,0.000007001399,0.00003952749,0.00002292752,0.001118139,0.9938141,0.0006363594,0.00008274299,0.003919282],"study_design_scores_gemma":[0.00001177432,0.0002926503,0.0002031167,0.000002758519,0.00001054192,0.0001120441,0.00001358697,0.005373286,0.9916039,0.00006644931,0.002300115,0.000009787543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8385651,0.001434221,0.1543768,0.0002772705,0.0001024742,0.0002971811,0.0002235925,0.0006430778,0.004080404],"genre_scores_gemma":[0.9208745,0.0006735263,0.07614685,0.00006188369,0.00002465736,0.0001191745,0.0001526423,0.00004910683,0.001897568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005760739,"threshold_uncertainty_score":0.002508521,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","authors":[{"name":"İbrahim Işık","is_ca":false},{"name":"Mitra Rezaei","is_ca":false},{"name":"Adam Noel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03861184909874216,"gpt":0.24371975031373,"spread":0.2051079012149879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006005971,0.001418172,0.001191226,0.0006955018,0.000803451,0.001590771,0.00171405,0.003206297,0.004063652],"category_scores_gemma":[0.001487284,0.0006290379,0.001216444,0.0007785859,0.001317096,0.00171379,0.0008084668,0.001664442,0.001125233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750697,"about_ca_system_score_gemma":0.0008900389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01149589,"about_ca_topic_score_gemma":0.003591612,"domain_scores_codex":[0.9995371,0.0000988644,0.00002310891,0.0001386868,0.0001174158,0.00008493588],"domain_scores_gemma":[0.9992154,0.0003675841,0.0001264399,0.000044976,0.0001976937,0.00004798705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009672945,0.00003765857,0.0004885938,0.00009496073,0.00002592939,0.0002440414,0.0001489454,0.9593197,0.007161251,0.02875796,0.0005752369,0.003049018],"study_design_scores_gemma":[0.000009829676,0.00001964765,0.0000546664,0.000004365713,0.000008451823,0.00002525263,0.0000115201,0.9974752,0.0005371409,0.001469021,0.0003775946,0.000007270844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09899966,0.002006737,0.8532218,0.001568769,0.0003950222,0.000193701,0.001061315,0.00111781,0.0414351],"genre_scores_gemma":[0.9152307,0.001691749,0.02719316,0.0002702924,0.00009864398,0.0003475038,0.0003253662,0.0001302155,0.05471237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01149589,"threshold_uncertainty_score":0.02285796,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Dongliang Jing","is_ca":false},{"name":"Linjuan Li","is_ca":false},{"name":"Zhen Cheng","is_ca":false},{"name":"Lin Lin","is_ca":false},{"name":"Andrew W. Eckford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01218904396971866,"gpt":0.2368783277462591,"spread":0.2246892837765405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002941122,0.0003159965,0.0004158649,0.0002531506,0.0005325533,0.0008696379,0.0006378681,0.0007080758,0.002302701],"category_scores_gemma":[0.0006242623,0.000261915,0.0002376253,0.0003151931,0.0008575893,0.001548602,0.0006833776,0.000507588,0.0005204543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005346516,"about_ca_system_score_gemma":0.0003289428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002506724,"about_ca_topic_score_gemma":0.0003675433,"domain_scores_codex":[0.9998713,0.00002882882,0.000005424653,0.00002328861,0.00004434341,0.00002679745],"domain_scores_gemma":[0.9997534,0.000146929,0.00003728981,0.00002680012,0.00001948267,0.00001608154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002153232,0.0002287437,0.0006988965,0.0006861111,0.00004483604,0.0004462311,0.0003659175,0.2312677,0.4132003,0.3191581,0.001283712,0.03240415],"study_design_scores_gemma":[0.00004407487,0.0002860329,0.0002877028,0.00004748612,0.00003161351,0.0001838908,0.00007073751,0.8474623,0.1231581,0.02217876,0.006196329,0.00005299895],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5789375,0.004520663,0.3790213,0.0009057209,0.0002473137,0.0001200418,0.00009601952,0.0003821989,0.03576929],"genre_scores_gemma":[0.9567636,0.001225649,0.03746488,0.00008855453,0.00002494643,0.00008122223,0.00002691633,0.00004399406,0.004280303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002302701,"threshold_uncertainty_score":0.007703304,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Nariman Farsad","is_ca":true},{"name":"Will Chuang","is_ca":false},{"name":"Andrea Goldsmith","is_ca":false},{"name":"C. Komninakis","is_ca":false},{"name":"Muriel Médard","is_ca":false},{"name":"Christopher Rose","is_ca":false},{"name":"Lieven Vandenberghe","is_ca":false},{"name":"Emily Wesel","is_ca":false},{"name":"Richard D. Wesel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07817451677388368,"gpt":0.280430761911696,"spread":0.2022562451378123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004178788,0.001243546,0.001287119,0.001967747,0.001505252,0.003303846,0.002702496,0.001478042,0.006424957],"category_scores_gemma":[0.02729308,0.0008380521,0.0008772573,0.001445036,0.003821277,0.004479498,0.003568571,0.002490034,0.0007918702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00429336,"about_ca_system_score_gemma":0.002186782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842927,"about_ca_topic_score_gemma":0.0009853983,"domain_scores_codex":[0.9958996,0.001368159,0.0001552308,0.000420387,0.00108748,0.001069027],"domain_scores_gemma":[0.9747952,0.0186913,0.001715952,0.001285075,0.00250323,0.001009097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003241586,0.00009134677,0.0005535109,0.0001464997,0.0000293392,0.0001625889,0.0002830692,0.3309975,0.004533263,0.6526891,0.001500267,0.008689176],"study_design_scores_gemma":[0.00004668421,0.0000587986,0.0002447417,0.0000546685,0.00001690121,0.0001159896,0.0001034362,0.7093305,0.005449275,0.2833298,0.001196606,0.00005251115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1392648,0.0004067724,0.8305157,0.0008456772,0.00005043215,0.0001754105,0.0006790932,0.0005724963,0.02748962],"genre_scores_gemma":[0.9523343,0.000567754,0.04168444,0.0002013914,0.00008562294,0.0005057762,0.000348861,0.0002055588,0.004066261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006424957,"threshold_uncertainty_score":0.0311507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412747800","doi":"10.1109/tmbmc.2025.3594064","title":"Tit-for-Tat or Hold a Grudge: Impact of Punishment on Strategic Interactions of Nano-Machines","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Punishment (psychology); Nano-; Business; Psychology; Computer science; Engineering; Social psychology","authors":[{"name":"Sunil Kumar","is_ca":false},{"name":"Prabhat Kumar Sharma","is_ca":false},{"name":"Anamika Singh","is_ca":false},{"name":"Adam Noel","is_ca":true},{"name":"Manav R. Bhatnagar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1993758848443289,"gpt":0.4280500237101396,"spread":0.2286741388658106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002271168,0.0004298371,0.000916825,0.0004970207,0.001663613,0.002725843,0.001442106,0.001896698,0.01895202],"category_scores_gemma":[0.0279857,0.0003720061,0.000602409,0.0003652681,0.003560712,0.004275879,0.00199216,0.003195648,0.00088282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009932654,"about_ca_system_score_gemma":0.001498399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647269,"about_ca_topic_score_gemma":0.001604458,"domain_scores_codex":[0.9987011,0.0006722815,0.00002522964,0.0001325152,0.0001638417,0.0003050294],"domain_scores_gemma":[0.9813235,0.01435214,0.001082258,0.0010681,0.0005941583,0.001579846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008261706,0.0002707271,0.002093423,0.0001755096,0.00007882793,0.0004201961,0.0006971919,0.1014644,0.005718358,0.8648462,0.006954451,0.01645448],"study_design_scores_gemma":[0.00008091221,0.000217975,0.001674102,0.00003168465,0.00003176865,0.0001073959,0.0005615181,0.3668554,0.0008013799,0.6278549,0.001737623,0.00004537072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8072636,0.001374283,0.09007148,0.0113217,0.0007107473,0.00007783117,0.0002339631,0.0002858481,0.08866061],"genre_scores_gemma":[0.9950311,0.0001517713,0.002076183,0.0001817504,0.0000388242,0.00001630099,0.00001197384,0.00003635226,0.002455681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01895202,"threshold_uncertainty_score":0.0634008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416286361","doi":"10.1109/tmbmc.2025.3633450","title":"The Role of Inelastic Proton Tunneling in Generating Point Mutations and Genetic Diversity in DNA","year":2025,"lang":"","type":"article","venue":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","topic":"DNA and Nucleic Acid Chemistry","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Proton; Quantum tunnelling; Tautomer; Hamiltonian (control theory); Quantum; DNA; Kinetic energy; Kinetic isotope effect","authors":[{"name":"Arash Tirandaz","is_ca":false},{"name":"Vahid Salari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0178321727240977,"gpt":0.2616490877507578,"spread":0.2438169150266601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004111849,0.0002899291,0.0002006851,0.000293653,0.0003881995,0.0004137606,0.000356271,0.0004819255,0.0008861746],"category_scores_gemma":[0.001004388,0.0001948347,0.0002212895,0.0001876607,0.0009564051,0.0006276538,0.0006094989,0.0003744431,0.00008372103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003854311,"about_ca_system_score_gemma":0.0002931752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008332442,"about_ca_topic_score_gemma":0.0006901681,"domain_scores_codex":[0.999894,0.00002684841,0.000004645751,0.00001762897,0.00002984988,0.00002700096],"domain_scores_gemma":[0.9997064,0.0001674392,0.00005201798,0.00002790306,0.00001677361,0.00002942937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003327891,0.0003392676,0.01263769,0.0002603791,0.00005774591,0.001056177,0.0004606986,0.5204049,0.2746576,0.1742042,0.0002973992,0.01529107],"study_design_scores_gemma":[0.00001219652,0.0001162081,0.002322805,0.000006930942,0.00001235084,0.0001370278,0.00007547236,0.9606017,0.02034992,0.0160992,0.0002398056,0.00002640002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585019,0.0002561453,0.03830221,0.0001296111,0.00001570068,0.00001821037,0.00002871644,0.00003933342,0.002708288],"genre_scores_gemma":[0.9976804,0.0001116834,0.001818134,0.000009703025,0.000003488246,0.000006834761,0.000009006892,0.00000749806,0.0003532074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008861746,"threshold_uncertainty_score":0.002964556,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Yanahan Paramalingam","is_ca":false},{"name":"Hamidreza Arjmandi","is_ca":false},{"name":"Tara L. Schiller","is_ca":false},{"name":"Adam Noel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03061424236597927,"gpt":0.2628346760285228,"spread":0.2322204336625435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004484917,0.001242726,0.0009636524,0.0008824083,0.0008405221,0.001550681,0.001804969,0.003503777,0.003420021],"category_scores_gemma":[0.001444849,0.0006151532,0.001190574,0.0007878926,0.001245281,0.001604098,0.001215069,0.001122093,0.0007058813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429462,"about_ca_system_score_gemma":0.00102433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.019524,"about_ca_topic_score_gemma":0.004484002,"domain_scores_codex":[0.9995703,0.00008764682,0.00002120665,0.000103964,0.0001276752,0.00008924509],"domain_scores_gemma":[0.999326,0.0002668574,0.0001272861,0.00003749795,0.0001659215,0.00007652325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009446441,0.00007354995,0.001426665,0.0001597213,0.00004156103,0.0005266792,0.0002341388,0.8992763,0.01070015,0.08200003,0.001799123,0.003667636],"study_design_scores_gemma":[0.00001683146,0.0000155849,0.0001732787,0.000005614477,0.000008121593,0.00004101226,0.00002072164,0.9956942,0.0002106325,0.003171811,0.0006272712,0.00001492996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.242822,0.004748352,0.6536325,0.005650128,0.000819097,0.0003172108,0.002208681,0.0005989256,0.0892031],"genre_scores_gemma":[0.918811,0.002992633,0.03127459,0.0006727731,0.000202931,0.0005667135,0.000671608,0.0001145619,0.0446931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.019524,"threshold_uncertainty_score":0.03882074,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Hamidreza Arjmandi","is_ca":false},{"name":"Hamdan Awan","is_ca":false},{"name":"Huy Tran","is_ca":false},{"name":"Maximilian Schäfer","is_ca":false},{"name":"Werner Haselmayr","is_ca":false},{"name":"Adam Noel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02874713426450956,"gpt":0.2750543966512625,"spread":0.246307262386753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004525312,0.003422358,0.002268263,0.002994171,0.002730411,0.006346324,0.002404748,0.01026583,0.03856591],"category_scores_gemma":[0.01557396,0.001012257,0.002246905,0.0009889064,0.001616306,0.003919812,0.001400979,0.01236175,0.03445894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002077496,"about_ca_system_score_gemma":0.002344998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009192458,"about_ca_topic_score_gemma":0.002793914,"domain_scores_codex":[0.996566,0.0004507368,0.0003466704,0.0004179899,0.001925606,0.0002930643],"domain_scores_gemma":[0.9879016,0.003227939,0.00084893,0.0002935828,0.005315976,0.002411885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002832311,0.000009129457,0.0000123602,0.0001018598,0.000004693995,0.00006264835,0.000005099601,0.00001962653,0.00007845427,0.000201806,0.9962028,0.00327315],"study_design_scores_gemma":[0.00003301587,0.00002701455,0.0001304851,0.0001864971,0.00001483949,0.000182774,0.00001843932,0.00009799555,0.0001359788,0.0007244269,0.9984358,0.00001272936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002373569,0.001427398,0.0001275538,0.01477543,0.9814312,0.00002541865,0.00004827616,0.00004865832,0.002092244],"genre_scores_gemma":[0.0003335167,0.002221199,0.0001092989,0.01313853,0.9671599,0.00003293936,0.00005303617,0.00005908397,0.01689257],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03856591,"threshold_uncertainty_score":0.1290158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}