{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":49,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":49,"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":"ef03b4cec67a","filters":{"venue":"Cognitive Neurodynamics"}},"results":[{"id":"W2107692942","doi":"10.1007/s11571-008-9044-2","title":"Cortical network dynamics with time delays reveals functional connectivity in the resting brain","year":2008,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":140,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Functional connectivity; Computer science; Neuroscience; Resting state fMRI; Network dynamics; Dynamics (music); Nerve net; Statistical physics; Physics; Psychology; Mathematics","authors":[{"name":"Anandamohan Ghosh","is_ca":false},{"name":"Young-Ah Rho","is_ca":false},{"name":"Anthony R. McIntosh","is_ca":true},{"name":"Rolf Kötter","is_ca":false},{"name":"Viktor Jirsa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03419484452435907,"gpt":0.2419524616394042,"spread":0.2077576171150451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001599052,0.0001927579,0.0001588689,0.0003797864,0.0001632487,0.0004901091,0.0002412984,0.0002738081,0.001180928],"category_scores_gemma":[0.002261466,0.0001982333,0.000129079,0.0003875385,0.0004434811,0.0008422478,0.0002543814,0.0003477276,0.00007976987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001975266,"about_ca_system_score_gemma":0.0001697573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001263975,"about_ca_topic_score_gemma":0.00186775,"domain_scores_codex":[0.9999568,0.00001080577,0.000001506575,0.00001351648,0.000008586202,0.00000868448],"domain_scores_gemma":[0.9996449,0.0002260794,0.00004774961,0.00002664495,0.00001992182,0.00003474173],"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":[0.001346027,0.0002857614,0.06547794,0.0002374093,0.0003832551,0.001820938,0.001200627,0.2421336,0.5312203,0.04621937,0.002221693,0.1074532],"study_design_scores_gemma":[0.00006692973,0.0002230151,0.2460542,0.00001728982,0.00008448527,0.001447656,0.0003404903,0.6652483,0.01767014,0.06753703,0.001248394,0.00006209393],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628251,0.0001517572,0.03522834,0.0001629192,0.00001077963,0.000009977685,0.0001290596,0.00005748084,0.001424604],"genre_scores_gemma":[0.9979249,0.0000706563,0.001747098,0.000006356284,0.00000861445,0.000005877649,0.00003946054,0.000009858522,0.0001871469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001263975,"threshold_uncertainty_score":0.003950536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2583270144","doi":"10.1007/s11571-017-9459-8","title":"Measures of entropy and complexity in altered states of consciousness","year":2017,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":123,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Toronto Western Hospital; Hospital for Sick Children; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Wakefulness; Consciousness; Electroencephalography; Entropy (arrow of time); Computer science; Cognition; Magnetoencephalography; Neurophysiology; Transfer entropy; Information theory; Psychology; Artificial intelligence; Cognitive psychology; Neuroscience; Principle of maximum entropy; Mathematics; Statistics; Physics","authors":[{"name":"Diego M. Mateos","is_ca":true},{"name":"Ramón Guevara Erra","is_ca":false},{"name":"Richard Wennberg","is_ca":true},{"name":"José Luis Pérez Velázquez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1021779833660001,"gpt":0.3053134547550798,"spread":0.2031354713890796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006348832,0.0002724379,0.0002707317,0.001318606,0.0002420172,0.001111192,0.0002265339,0.0003677284,0.0009090404],"category_scores_gemma":[0.005129269,0.0001374492,0.0001973458,0.0007235804,0.001119438,0.001524587,0.0009124567,0.0005640029,0.00005984996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003300319,"about_ca_system_score_gemma":0.000167927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004485937,"about_ca_topic_score_gemma":0.000476981,"domain_scores_codex":[0.9997529,0.00006208718,0.00002366198,0.00004450228,0.00007883468,0.00003792202],"domain_scores_gemma":[0.9986469,0.0006391598,0.0003540809,0.0001139032,0.00009019148,0.0001556994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005264805,0.000553472,0.4796944,0.0005382552,0.001259118,0.001356558,0.007476691,0.02783965,0.2701285,0.05867084,0.001024673,0.1461931],"study_design_scores_gemma":[0.00002964644,0.0004523853,0.9000065,0.00003077273,0.0001173033,0.001111307,0.001127926,0.02137416,0.01346278,0.06163872,0.0005443139,0.0001042416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912304,0.0002734735,0.006838957,0.0000707451,0.00001309891,0.00001081227,0.0001227343,0.0000174092,0.001422317],"genre_scores_gemma":[0.9993026,0.00005187557,0.0004990036,0.000006565218,0.00001083989,0.000006323361,0.00003396947,0.000004376753,0.00008444973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001318606,"threshold_uncertainty_score":0.003357589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2257376817","doi":"10.1007/s11571-016-9379-z","title":"Towards a fourth spatial dimension of brain activity","year":2016,"lang":"en","type":"review","venue":"Cognitive Neurodynamics","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":75,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Dimension (graph theory); Computer science; Fourth Dimension; Data science; Mathematics; Physics","authors":[{"name":"Arturo Tozzi","is_ca":false},{"name":"James F. Peters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06502422062836483,"gpt":0.333609813584436,"spread":0.2685855929560712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001382515,0.001400814,0.002005959,0.003089965,0.0003374514,0.002235276,0.001133712,0.001871629,0.002038116],"category_scores_gemma":[0.001783858,0.0003758527,0.0005826731,0.002603063,0.002451684,0.00317808,0.001601862,0.002617828,0.001004483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043599,"about_ca_system_score_gemma":0.002424709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002062732,"about_ca_topic_score_gemma":0.003882835,"domain_scores_codex":[0.9997156,0.00006272399,0.00004743124,0.0000774492,0.00007516061,0.00002150418],"domain_scores_gemma":[0.9992558,0.0004833467,0.00006951463,0.00002781756,0.0001309357,0.00003249806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008168505,0.00003864155,0.0005594834,0.02171856,0.0002180904,0.0002751694,0.0002130009,0.0006382662,0.00223637,0.03076232,0.01741216,0.9258462],"study_design_scores_gemma":[0.00003338897,0.0001114484,0.003430954,0.01425812,0.0005131114,0.00297542,0.0004331046,0.000485913,0.001206931,0.05580278,0.9206534,0.00009544654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001527701,0.9963682,0.001149017,0.000788302,0.0002893948,0.000004176969,0.0000257403,0.00001018886,0.001212169],"genre_scores_gemma":[0.001904279,0.9948204,0.001558277,0.0005218982,0.0005744831,0.00001214657,0.00003843949,0.000004917693,0.0005653147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003089965,"threshold_uncertainty_score":0.007571876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059366852","doi":"10.1007/s11571-009-9092-2","title":"Effects of the anesthetic agent propofol on neural populations","year":2009,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":74,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Local field potential; Excitatory postsynaptic potential; Propofol; Bistability; Inhibitory postsynaptic potential; Electroencephalography; Neuroscience; Population; Biological system; Physics; Computer science; Chemistry; Anesthesia; Psychology; Biology; Medicine; Optoelectronics","authors":[{"name":"Axel Hutt","is_ca":false},{"name":"André Longtin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02474043222819853,"gpt":0.2627700520823938,"spread":0.2380296198541953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001982479,0.0001557983,0.0001603742,0.0001495635,0.0001862176,0.0002844371,0.0001652322,0.000179485,0.001523395],"category_scores_gemma":[0.001943858,0.0001005952,0.0001422391,0.0001069794,0.0003234334,0.0002922706,0.00032307,0.0003490622,0.0001287596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001622587,"about_ca_system_score_gemma":0.0002590434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050234,"about_ca_topic_score_gemma":0.001134574,"domain_scores_codex":[0.9999161,0.00003013241,0.000003427082,0.000006629047,0.00001754673,0.00002618398],"domain_scores_gemma":[0.9994323,0.000413002,0.00003479561,0.0000299339,0.0000445888,0.0000454229],"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":[0.01349171,0.0004954306,0.01760548,0.0001810887,0.0001928559,0.0007546832,0.0008821997,0.02257735,0.7870006,0.005393952,0.0007307167,0.1506939],"study_design_scores_gemma":[0.000584257,0.005573762,0.6382394,0.00004166515,0.0004068397,0.00192407,0.0009938419,0.1023227,0.2351514,0.01068282,0.00400053,0.00007880879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973239,0.0002042427,0.001080076,0.00006508893,0.000009279794,0.000005032246,0.00002739299,0.000008336969,0.00127667],"genre_scores_gemma":[0.9992055,0.0001716497,0.00027187,0.00001431557,0.000006953204,0.000005057382,0.00002218855,0.000007532761,0.0002949264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001523395,"threshold_uncertainty_score":0.005096316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200074090","doi":"10.1007/s11571-021-09747-1","title":"Hamiltonian energy and coexistence of hidden firing patterns from bidirectional coupling between two different neurons","year":2021,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Hamiltonian (control theory); Coupling (piping); Computer science; Physics; Statistical physics; Theoretical physics; Materials science; Mathematics; Mathematical optimization","authors":[{"name":"Zeric Tabekoueng Njitacke","is_ca":false},{"name":"Bernard Nzoko Koumetio","is_ca":false},{"name":"Balamurali Ramakrishnan","is_ca":false},{"name":"Gervais Dolvis Leutcho","is_ca":true},{"name":"Théophile Fonzin Fozin","is_ca":false},{"name":"Nestor Tsafack","is_ca":false},{"name":"Kartikeyan Rajagopal","is_ca":false},{"name":"Jacques Kengne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01553816503035474,"gpt":0.2494912274138756,"spread":0.2339530623835209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001538457,0.0002091882,0.0002122267,0.0002683511,0.0003231249,0.0003341231,0.0004616569,0.0004429633,0.001568954],"category_scores_gemma":[0.00047449,0.0001793972,0.0003457654,0.0001308604,0.0005817747,0.0005709915,0.0006565486,0.0002630567,0.000103122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002329814,"about_ca_system_score_gemma":0.000236858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009777802,"about_ca_topic_score_gemma":0.001049448,"domain_scores_codex":[0.9999268,0.00001396136,0.00000488547,0.00001282283,0.00002465023,0.00001679269],"domain_scores_gemma":[0.9998676,0.00004172251,0.00003213901,0.00001891896,0.00001682738,0.00002282941],"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":[0.0002777045,0.0001245768,0.009240648,0.0002602153,0.0002009637,0.002769304,0.00071485,0.5340229,0.172993,0.2563035,0.0005774992,0.02251489],"study_design_scores_gemma":[0.00001272012,0.0000506259,0.001634142,0.00000799481,0.00001954333,0.0002185854,0.00007639903,0.9677604,0.003979092,0.02595881,0.0002647457,0.00001688429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9073978,0.0001509955,0.08571938,0.00008654354,0.0000190017,0.00001216115,0.00003449339,0.00005035793,0.006529155],"genre_scores_gemma":[0.9971378,0.00003409794,0.002102245,0.00000628682,0.000001925159,0.000006709277,0.000009750068,0.000005049034,0.0006960843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001568954,"threshold_uncertainty_score":0.005248666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981977228","doi":"10.1007/s11571-019-09560-x","title":"Novel hybrid brain–computer interface system based on motor imagery and P300","year":2019,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":46,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Brain–computer interface; Motor imagery; Computer science; Electroencephalography; Modality (human–computer interaction); Interface (matter); Modalities; Rehabilitation; Artificial intelligence; Speech recognition; Psychology; Neuroscience","authors":[{"name":"Cili Zuo","is_ca":false},{"name":"Jing Jin","is_ca":false},{"name":"Erwei Yin","is_ca":false},{"name":"Rami Saab","is_ca":true},{"name":"Yangyang Miao","is_ca":false},{"name":"Xingyu Wang","is_ca":false},{"name":"Dewen Hu","is_ca":false},{"name":"Andrzej Cichocki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01362439686554108,"gpt":0.2434039510489192,"spread":0.2297795541833782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001824195,0.0004673657,0.0004540598,0.0002816863,0.0002644405,0.0004114402,0.0008633923,0.0006639261,0.004411919],"category_scores_gemma":[0.0002711389,0.000176825,0.0002240828,0.00023941,0.0001705243,0.0006282042,0.0004757761,0.0002508209,0.0007571731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399635,"about_ca_system_score_gemma":0.0001855146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000334831,"about_ca_topic_score_gemma":0.0008851573,"domain_scores_codex":[0.9998145,0.00002753136,0.00001152259,0.00005829485,0.00006556993,0.00002264787],"domain_scores_gemma":[0.9998816,0.00003165504,0.000009197159,0.00001351297,0.00004267198,0.00002131834],"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":[0.0009120153,0.0003439007,0.003278109,0.0003670145,0.0001557555,0.0009509287,0.0001768749,0.002755006,0.6960167,0.002431664,0.00673676,0.2858752],"study_design_scores_gemma":[0.0007272827,0.003586088,0.04218006,0.00009001893,0.0005558033,0.01038636,0.0001862448,0.571899,0.3336213,0.006173787,0.03037187,0.0002220792],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2140323,0.001037947,0.7672535,0.0004681271,0.0003816649,0.0002623062,0.0002896711,0.004696934,0.01157758],"genre_scores_gemma":[0.8959936,0.0001943541,0.09605954,0.0003344756,0.0001505388,0.0002026234,0.0001823168,0.00006074436,0.006821796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004411919,"threshold_uncertainty_score":0.0147593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293335285","doi":"10.1007/s11571-022-09844-9","title":"Stability analysis of fractional order memristor synapse-coupled hopfield neural network with ring structure","year":2022,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":34,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Memristor; Artificial neural network; Synchronization (alternating current); Synapse; Computer science; Stability (learning theory); Bifurcation; Nonlinear system; Hopfield network; Biological neuron model; Ring (chemistry); Topology (electrical circuits); Order (exchange); Equilibrium point; Mathematics; Artificial intelligence; Physics; Neuroscience; Combinatorics","authors":[{"name":"Leila Eftekhari","is_ca":false},{"name":"Mohammad M. Amirian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00723230110929265,"gpt":0.2215831289476,"spread":0.2143508278383074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000400967,0.0003494917,0.0004889001,0.0005014531,0.0005678569,0.0006434798,0.0007088938,0.0006831142,0.001225462],"category_scores_gemma":[0.001258498,0.0001883251,0.0004302826,0.0002395228,0.0007026042,0.0006095704,0.0005033077,0.0003400093,0.00008685688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008404564,"about_ca_system_score_gemma":0.0005140469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00484552,"about_ca_topic_score_gemma":0.002617705,"domain_scores_codex":[0.9998873,0.00003042506,0.000004462738,0.00003040574,0.00002761034,0.00001977815],"domain_scores_gemma":[0.9996277,0.0001386639,0.00008396309,0.00001784601,0.0001056824,0.00002610356],"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":[0.0002072329,0.00005617835,0.003062875,0.0001380098,0.0001272041,0.0004871251,0.0002520905,0.8725529,0.0269343,0.08436502,0.0007617965,0.0110554],"study_design_scores_gemma":[0.000002602957,0.00001247745,0.0002082552,0.000002332268,0.000005798619,0.00001992581,0.00001094438,0.996401,0.000325012,0.002949504,0.00005857661,0.000003630899],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7096308,0.00125921,0.2731727,0.0006083545,0.00009105922,0.00004357547,0.0000853653,0.0001389257,0.01497008],"genre_scores_gemma":[0.995963,0.0001280693,0.001812603,0.00001558553,0.00001154479,0.00001080513,0.00001266473,0.000006553113,0.002039158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00484552,"threshold_uncertainty_score":0.009634674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2513106390","doi":"10.1007/s11571-017-9431-7","title":"From abstract topology to real thermodynamic brain activity","year":2017,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Topology (electrical circuits); Homogeneous space; Operationalization; Symmetry (geometry); String (physics); Energy (signal processing); Theoretical physics; Statistical physics; Theoretical computer science; Physics; Mathematics; Geometry; Quantum mechanics","authors":[{"name":"Arturo Tozzi","is_ca":false},{"name":"James F. Peters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04124963227283423,"gpt":0.3188050052934133,"spread":0.2775553730205791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004883005,0.0004215821,0.000512569,0.0009164027,0.0005270716,0.00173319,0.000804512,0.0007960333,0.007234715],"category_scores_gemma":[0.003604988,0.0002801981,0.0003752888,0.000465894,0.003093839,0.006340045,0.001632059,0.001049702,0.0005105223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004674536,"about_ca_system_score_gemma":0.0003510292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004457849,"about_ca_topic_score_gemma":0.0003166394,"domain_scores_codex":[0.999799,0.00006279451,0.00001067247,0.00004569395,0.00005940238,0.00002244925],"domain_scores_gemma":[0.9991041,0.0003938848,0.00008967567,0.0001444216,0.0001241545,0.0001438084],"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":[0.00001563051,0.00001122733,0.0002444343,0.00004138824,0.00001099798,0.00006149043,0.0001336259,0.008214693,0.001084352,0.9841402,0.0005219373,0.005520049],"study_design_scores_gemma":[0.000001903242,0.000005734439,0.0001537968,0.000003500267,0.000001638319,0.00003635968,0.00002487171,0.008854284,0.00008498904,0.9904053,0.0004233923,0.000004211211],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3412,0.002840421,0.5673862,0.007802935,0.0007075308,0.00003980613,0.000418221,0.0004209394,0.07918402],"genre_scores_gemma":[0.9765955,0.001061646,0.01648,0.0002018325,0.0003152242,0.00004329204,0.00009424556,0.0001389277,0.005069299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007234715,"threshold_uncertainty_score":0.02420259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3181215426","doi":"10.1007/s11571-021-09692-z","title":"Brain response to color stimuli: an EEG study with nonlinear approach","year":2021,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Color perception and design","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Electroencephalography; Novelty; Perception; Artificial intelligence; Computer science; Occipital lobe; Brain activity and meditation; Correlation; Color vision; Cognition; Visual perception; Pattern recognition (psychology); Psychology; Cognitive psychology; Audiology; Neuroscience; Mathematics; Medicine","authors":[{"name":"Souparno Roy","is_ca":false},{"name":"Archi Banerjee","is_ca":false},{"name":"Chandrima Roy","is_ca":false},{"name":"Sayan Nag","is_ca":true},{"name":"Shankha Sanyal","is_ca":false},{"name":"Ranjan Sengupta","is_ca":false},{"name":"Dipak Ghosh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04930117468808139,"gpt":0.3620092828298708,"spread":0.3127081081417895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002220498,0.0002431839,0.0001755202,0.0001848908,0.0002192869,0.0002280659,0.0002397342,0.0002641275,0.00208611],"category_scores_gemma":[0.001149422,0.0001351539,0.0002038394,0.0003599514,0.000582204,0.000249108,0.0002327026,0.000385225,0.0002186907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012155,"about_ca_system_score_gemma":0.0001285503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228749,"about_ca_topic_score_gemma":0.001646797,"domain_scores_codex":[0.9998875,0.00004251552,0.000004061386,0.00002362818,0.00002629361,0.00001597016],"domain_scores_gemma":[0.9997162,0.000191086,0.0000159406,0.00002910535,0.00002820146,0.00001932328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007340151,0.001129388,0.02067533,0.0003274515,0.0001169858,0.001209755,0.001173758,0.001329192,0.9281565,0.001512943,0.0005503714,0.03647811],"study_design_scores_gemma":[0.001632906,0.01063297,0.6947427,0.00005949275,0.0006166132,0.008121186,0.001475239,0.03460421,0.2358375,0.006203184,0.005967306,0.0001065667],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902099,0.0001587821,0.007644564,0.00006126345,0.00001664947,0.00008736138,0.0001468664,0.00001881074,0.001655833],"genre_scores_gemma":[0.996112,0.0002048398,0.002609329,0.00005196414,0.00003325898,0.00005472357,0.0000832331,0.00002005751,0.0008306079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00208611,"threshold_uncertainty_score":0.006978691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2746521238","doi":"10.1007/s11571-017-9450-4","title":"Relationships between short and fast brain timescales","year":2017,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Antipodal point; Computer science; Statistical physics; Scale (ratio); Cognition; Physics; Synchronicity; Theoretical physics; Topology (electrical circuits); Neuroscience; Mathematics; Psychology; Quantum mechanics","authors":[{"name":"Éva Déli","is_ca":false},{"name":"Arturo Tozzi","is_ca":false},{"name":"James F. Peters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08019088578696262,"gpt":0.3041319403442537,"spread":0.223941054557291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005600434,0.0002518081,0.0002674479,0.000566404,0.0002296551,0.0009628554,0.0002458207,0.000493001,0.003416461],"category_scores_gemma":[0.01332826,0.0002376299,0.0001566165,0.0003433654,0.000553502,0.001578541,0.000690973,0.0007262419,0.0002344416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179489,"about_ca_system_score_gemma":0.0002288034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005916398,"about_ca_topic_score_gemma":0.0005349148,"domain_scores_codex":[0.9998677,0.00002634643,0.000008707091,0.00004236282,0.00002983679,0.00002504238],"domain_scores_gemma":[0.9945051,0.004423328,0.0004099519,0.0002084175,0.000198961,0.0002541806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001850829,0.0003115311,0.1766616,0.0008079385,0.0005069982,0.001295962,0.003513985,0.05608513,0.2712228,0.2640871,0.003412755,0.2202435],"study_design_scores_gemma":[0.00006534829,0.0001700504,0.663174,0.00006605909,0.0001425852,0.001077247,0.0006557518,0.06907548,0.006014867,0.256424,0.00303122,0.000103523],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144194,0.002830012,0.0679108,0.0007501924,0.0001180258,0.00003915369,0.0005784761,0.0001933231,0.01316063],"genre_scores_gemma":[0.9957455,0.0003096445,0.003064888,0.00003367729,0.00004738813,0.00001629279,0.00008083549,0.0000424801,0.0006593923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003416461,"threshold_uncertainty_score":0.01142913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2602629628","doi":"10.1007/s11571-017-9428-2","title":"The human brain from above: an increase in complexity from environmental stimuli to abstractions","year":2017,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Associative property; Computer science; Entropy (arrow of time); Sensory system; Information theory; Artificial intelligence; Pattern recognition (psychology); Cognitive psychology; Cognitive science; Psychology; Mathematics; Physics; Pure mathematics","authors":[{"name":"James F. Peters","is_ca":true},{"name":"Arturo Tozzi","is_ca":true},{"name":"Sheela Ramanna","is_ca":true},{"name":"Ebubeki̇r İnan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06692181566213411,"gpt":0.3259781708697635,"spread":0.2590563552076294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002140567,0.0003177771,0.0003769551,0.0006308219,0.000514709,0.00304939,0.0004180878,0.0007896861,0.00287345],"category_scores_gemma":[0.002854375,0.0003506503,0.0003292503,0.0004677525,0.002908568,0.005878783,0.001891127,0.001161897,0.0002428684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004065915,"about_ca_system_score_gemma":0.0004084831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001642709,"about_ca_topic_score_gemma":0.001486006,"domain_scores_codex":[0.9997029,0.0000838624,0.000009232209,0.00006579661,0.000107734,0.0000304888],"domain_scores_gemma":[0.9994677,0.0003068447,0.00005011872,0.00006916073,0.00004959888,0.00005664672],"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":[0.0004392398,0.0001114378,0.01932455,0.000786536,0.0002476785,0.002075175,0.02247068,0.04443108,0.1763857,0.5086021,0.004032093,0.2210938],"study_design_scores_gemma":[0.00003183234,0.0001863037,0.07123408,0.0001442448,0.0000936608,0.001629727,0.004986685,0.03963962,0.009306789,0.849355,0.02324663,0.0001454065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.748127,0.003674346,0.1747192,0.006040805,0.0001356982,0.00003914624,0.0004319011,0.0004805214,0.06635124],"genre_scores_gemma":[0.9850869,0.0008761479,0.01230697,0.0002223362,0.00003888374,0.00002006221,0.00005968531,0.00007332686,0.001315673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00304939,"threshold_uncertainty_score":0.00961262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410049781","doi":"10.1007/s11571-025-10251-z","title":"EEG microstate biomarkers for schizophrenia: a novel approach using deep neural networks","year":2025,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Becton Dickinson (Canada)","funders":"","keywords":"Ministate; Schizophrenia (object-oriented programming); Electroencephalography; Computer science; Deep neural networks; Artificial intelligence; Artificial neural network; Neuroscience; Pattern recognition (psychology); Psychology","authors":[{"name":"Zahra Raeisi","is_ca":true},{"name":"Omid Bashiri","is_ca":false},{"name":"MohammadReza EskandariNasab","is_ca":false},{"name":"Mahdi Arshadi","is_ca":false},{"name":"Alireza Golkarieh","is_ca":false},{"name":"Hossein Najaf-Zadeh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03568323249326386,"gpt":0.2841371744044723,"spread":0.2484539419112085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003451966,0.0009619389,0.0003619669,0.001077314,0.0002388817,0.0007298343,0.0003718212,0.0005872449,0.001407802],"category_scores_gemma":[0.001114954,0.0002484835,0.0003822376,0.0008693227,0.0001945338,0.000708204,0.0005199772,0.0006259203,0.000270661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000212691,"about_ca_system_score_gemma":0.0004799053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002346059,"about_ca_topic_score_gemma":0.006539389,"domain_scores_codex":[0.9999074,0.0000233678,0.000006922955,0.00002356634,0.00002334653,0.00001539388],"domain_scores_gemma":[0.9998191,0.00006242748,0.00004302383,0.00001711324,0.00004104415,0.00001737213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008968314,0.0004212176,0.04939386,0.0005557391,0.0005563871,0.0006171284,0.0001793177,0.05278973,0.169331,0.009562325,0.0054369,0.7102594],"study_design_scores_gemma":[0.0001094891,0.0005163684,0.08990186,0.0001669068,0.0005272672,0.001538452,0.0002446731,0.8157345,0.04865239,0.03528396,0.007199847,0.0001243317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.249998,0.005602756,0.7328679,0.001318973,0.0002193938,0.0002416715,0.002461238,0.0009882292,0.006301886],"genre_scores_gemma":[0.8953993,0.002491024,0.09799514,0.000182027,0.0001499584,0.000131368,0.0007232278,0.00006908716,0.002858845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002346059,"threshold_uncertainty_score":0.004709542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983981859","doi":"10.1007/s11571-008-9036-2","title":"Cooperative recurrent modular neural networks for constrained optimization: a survey of models and applications","year":2008,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Recurrent neural network; Variety (cybernetics); Artificial neural network; Modular design; Convergence (economics); Optimization problem; Mathematical optimization; Constrained optimization; Artificial intelligence; Algorithm; Mathematics","authors":[{"name":"Mohamed S. Kamel","is_ca":true},{"name":"Youshen Xia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04275163150933067,"gpt":0.268968233077894,"spread":0.2262166015685634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001073729,0.001035911,0.001918711,0.0006517265,0.0002991123,0.001214049,0.0020101,0.001470111,0.001643579],"category_scores_gemma":[0.002133816,0.0006197368,0.000816041,0.001891659,0.0008303077,0.002146324,0.00113392,0.001290032,0.0004936754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007091776,"about_ca_system_score_gemma":0.0006459964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044579,"about_ca_topic_score_gemma":0.002489641,"domain_scores_codex":[0.9997051,0.00009512343,0.00002316566,0.00007347568,0.00008049511,0.0000226933],"domain_scores_gemma":[0.9994955,0.0002748448,0.00006380958,0.00005417418,0.0000919241,0.00001966078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006987838,0.0000741645,0.0006275017,0.0006523311,0.0001664862,0.00006464376,0.0001128727,0.6574134,0.00187717,0.1747932,0.00336889,0.1607794],"study_design_scores_gemma":[0.000006785246,0.00002750534,0.00009962177,0.00002958449,0.00002103424,0.00002533865,0.000008943977,0.9511346,0.0002745022,0.04547982,0.002879279,0.00001290401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.009815374,0.03090177,0.9527802,0.0005650615,0.00009604726,0.00002905274,0.0000846962,0.0002311665,0.005496582],"genre_scores_gemma":[0.5959744,0.07853718,0.3105695,0.0004394336,0.0009594141,0.0003310165,0.0004067055,0.0002576425,0.01252477],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002044579,"threshold_uncertainty_score":0.005678535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3187158353","doi":"10.1007/s11571-021-09702-0","title":"Non-additive activity modulation during a decision making task involving tactic selection","year":2021,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Rheinische Friedrich-Wilhelms-Universität Bonn","keywords":"Stimulus (psychology); SMA*; Neuroscience; Prefrontal cortex; Neuron; Supplementary motor area; Psychology; Perception; Cognition; Computer science; Cognitive psychology; Functional magnetic resonance imaging","authors":[{"name":"Wilhelm Braun","is_ca":true},{"name":"Yoshiya Matsuzaka","is_ca":false},{"name":"Hajime Mushiake","is_ca":false},{"name":"Georg Northoff","is_ca":true},{"name":"André Longtin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01813394919611957,"gpt":0.2695628595352501,"spread":0.2514289103391305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001844295,0.0001130109,0.0002021755,0.0001681794,0.00008146726,0.0002019308,0.0001218498,0.0001664794,0.000578286],"category_scores_gemma":[0.001198196,0.0000939185,0.0001392142,0.0001849547,0.0002022686,0.0001387036,0.0002186522,0.0002618191,0.00007018222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362183,"about_ca_system_score_gemma":0.0001415399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006162014,"about_ca_topic_score_gemma":0.001095273,"domain_scores_codex":[0.9998878,0.00001991289,0.000007223874,0.00002682418,0.000035172,0.00002303062],"domain_scores_gemma":[0.9996692,0.0001905733,0.0000581442,0.00002091425,0.00002543996,0.0000357559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003595869,0.00006149666,0.006414818,0.00004116738,0.00003166029,0.00009732945,0.00008824207,0.0009688516,0.9784226,0.00009955691,0.00004490275,0.01336979],"study_design_scores_gemma":[0.00003398753,0.001216388,0.6630313,0.00001324842,0.00006607096,0.0008040625,0.0001464524,0.07145187,0.2618664,0.0009347907,0.0003999711,0.0000353896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979824,0.00002934988,0.001720713,0.00001075391,0.000003306204,0.000005298552,0.00002775621,0.00001509819,0.0002051736],"genre_scores_gemma":[0.9984562,0.00003462531,0.00124168,0.000009287654,0.000003549068,0.000006035827,0.00004861921,0.000008516656,0.0001914072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006162014,"threshold_uncertainty_score":0.001934528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809623953","doi":"10.1007/s11571-018-9491-3","title":"The informational entropy endowed in cortical oscillations","year":2018,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Entropy (arrow of time); Computer science; Statistical physics; Physics; Thermodynamics","authors":[{"name":"Arturo Tozzi","is_ca":true},{"name":"James F. Peters","is_ca":true},{"name":"Mehmet Niyazi Çankaya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02208805408726635,"gpt":0.26957587172769,"spread":0.2474878176404236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001237381,0.0003452983,0.0004835162,0.0008320116,0.0004543289,0.002114743,0.0005825417,0.001050657,0.002262435],"category_scores_gemma":[0.007208563,0.0002705232,0.0003337506,0.0005945154,0.002297036,0.004770588,0.001316545,0.0009532274,0.000178964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003914624,"about_ca_system_score_gemma":0.000307185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002933555,"about_ca_topic_score_gemma":0.0002138417,"domain_scores_codex":[0.9996166,0.0001452717,0.00002367812,0.00007746169,0.00009258943,0.00004434206],"domain_scores_gemma":[0.9974059,0.001778433,0.0002361027,0.0002451996,0.0001641304,0.000170195],"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":[0.00006909924,0.00002470237,0.001358555,0.00007262438,0.00004071245,0.0001892813,0.0003196787,0.02454702,0.006849929,0.9549065,0.0005903085,0.01103163],"study_design_scores_gemma":[0.000007138532,0.0000257875,0.002390313,0.00001284659,0.0000117443,0.00009582507,0.00006610193,0.05517575,0.0004306716,0.9413196,0.000443198,0.00002099985],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5438827,0.00243767,0.4146405,0.005903176,0.0003560087,0.00002853694,0.0004311849,0.000216563,0.03210367],"genre_scores_gemma":[0.9912781,0.0005680475,0.006060812,0.0000963049,0.0002665932,0.00001863825,0.00004901199,0.0000351616,0.001627469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002262435,"threshold_uncertainty_score":0.007568598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004963987","doi":"10.1007/s11571-009-9083-3","title":"Are binary synapses superior to graded weight representations in stochastic attractor networks?","year":2009,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Attractor; Binary number; Representation (politics); Mathematics; Synaptic weight; Noise (video); Applied mathematics; Statistical physics; Computer science; Artificial neural network; Mathematical analysis; Physics; Artificial intelligence; Arithmetic","authors":[{"name":"Jason Satel","is_ca":true},{"name":"Thomas Trappenberg","is_ca":true},{"name":"Alan Fine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01995941892030887,"gpt":0.2681281649636706,"spread":0.2481687460433618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002252685,0.0002946733,0.0006629176,0.000379149,0.0003643613,0.001807708,0.0009961278,0.001746294,0.005712864],"category_scores_gemma":[0.02300441,0.0002719183,0.0003116929,0.0003069238,0.001158724,0.004404035,0.0007624908,0.0008240945,0.0005207172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004330523,"about_ca_system_score_gemma":0.0002984349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006403844,"about_ca_topic_score_gemma":0.0009002782,"domain_scores_codex":[0.9995531,0.0001513711,0.00003945435,0.00007810739,0.0001125729,0.00006534081],"domain_scores_gemma":[0.9935797,0.003952328,0.0007608879,0.0007007088,0.0006582431,0.0003481913],"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":[0.001372536,0.0002002763,0.009095214,0.0007080031,0.0004028167,0.0001642242,0.0003162234,0.1503438,0.02317899,0.6405808,0.004896251,0.1687408],"study_design_scores_gemma":[0.0001413451,0.0002821383,0.004064504,0.0000570774,0.0001172494,0.0001061474,0.0001309913,0.3305199,0.004814595,0.6588204,0.0008987079,0.0000469763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8715232,0.001966739,0.1010296,0.004848217,0.0006030413,0.00003505463,0.0001822382,0.000305802,0.01950609],"genre_scores_gemma":[0.994271,0.0002807222,0.004357304,0.0001236793,0.0000595781,0.000006601046,0.00003422497,0.00001878986,0.0008480399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005712864,"threshold_uncertainty_score":0.01911145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990771972","doi":"10.1007/s11571-019-09563-8","title":"Brain activity during time to contact estimation: an EEG study","year":2019,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Montreal Biodome; NeuroRx Research (Canada)","funders":"Cognitive Sciences and Technologies Council","keywords":"Observer (physics); Electroencephalography; Motion (physics); Computer science; Artificial intelligence; Transversal (combinatorics); Computer vision; Energy (signal processing); Orientation (vector space); Motion estimation; Brain activity and meditation; Psychology; Neuroscience; Physics; Mathematics","authors":[{"name":"Asieh Daneshi","is_ca":false},{"name":"Hamed Azarnoush","is_ca":false},{"name":"Farzad Towhidkhah","is_ca":false},{"name":"Delphine Bernardin","is_ca":true},{"name":"Jocelyn Faubert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01791337467102974,"gpt":0.2885527408442084,"spread":0.2706393661731787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003316,0.0004222625,0.0002962733,0.0005083452,0.0002775482,0.0004397287,0.0002927179,0.0004101322,0.001829679],"category_scores_gemma":[0.002829239,0.0001657597,0.0002390533,0.0006208997,0.0005810731,0.0004500723,0.0003098046,0.0004221134,0.0003755458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007928859,"about_ca_system_score_gemma":0.0001538098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001557315,"about_ca_topic_score_gemma":0.001628283,"domain_scores_codex":[0.9998065,0.00006609281,0.00001218291,0.00004747225,0.00004338872,0.00002450523],"domain_scores_gemma":[0.999167,0.0005426027,0.00007062419,0.00007508491,0.00008783515,0.00005691658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02069997,0.002826608,0.1049953,0.0006759578,0.0004047306,0.004553393,0.005471829,0.001677104,0.7529541,0.001082222,0.001152284,0.1035065],"study_design_scores_gemma":[0.0004979086,0.008038195,0.904642,0.0000605504,0.0004723924,0.006149089,0.001716262,0.008284884,0.06512252,0.0008778971,0.004077849,0.00006038375],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941223,0.0003065101,0.004015628,0.0000310067,0.00001884938,0.0001073018,0.0003252013,0.0000227589,0.001050361],"genre_scores_gemma":[0.9978502,0.000257321,0.00100889,0.00003368298,0.00004647949,0.00005081193,0.0002335179,0.0000202443,0.0004987193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001829679,"threshold_uncertainty_score":0.00612092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076663158","doi":"10.1007/s11571-014-9309-x","title":"Spatial information enhanced by non-spatial information in hippocampal granule cells","year":2014,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Memory and Neural Mechanisms","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"RIKEN Brain Science Institute; RIKEN; Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology; York University","keywords":"Dentate gyrus; Hippocampal formation; Neuroscience; Computer science; Entorhinal cortex; Spatial analysis; Hippocampus; Markov chain; Biological system; Pattern recognition (psychology); Biology; Artificial intelligence; Mathematics; Machine learning","authors":[{"name":"Hirofumi Hayakawa","is_ca":false},{"name":"Toshikazu Samura","is_ca":false},{"name":"Tadanobu Chuyo Kamijo","is_ca":false},{"name":"Yutaka Sakai","is_ca":false},{"name":"Takeshi Aihara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01218162132268829,"gpt":0.2400891126535597,"spread":0.2279074913308714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001245334,0.0001888662,0.000212574,0.0002248402,0.0001912215,0.0007232585,0.0005666734,0.0003551581,0.001164134],"category_scores_gemma":[0.0005884632,0.0001525154,0.0002126538,0.0003526284,0.0003789831,0.001244132,0.0005148579,0.0003824386,0.0001829169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003384823,"about_ca_system_score_gemma":0.0003426101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125159,"about_ca_topic_score_gemma":0.001100239,"domain_scores_codex":[0.9999275,0.000006639183,0.000006112313,0.00001252929,0.00002276512,0.00002448584],"domain_scores_gemma":[0.9997539,0.00006874884,0.00005144907,0.00003827522,0.00004141708,0.00004608255],"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":[0.0004536801,0.00006666214,0.00420558,0.0001017575,0.00004409032,0.0003806243,0.0002376423,0.001468217,0.9746,0.003081496,0.0002061139,0.01515418],"study_design_scores_gemma":[0.000196186,0.0007370014,0.304526,0.00003859641,0.0001846197,0.001155439,0.00126736,0.033551,0.6343684,0.02218304,0.001736936,0.00005549515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956673,0.0002926487,0.002681916,0.00007501039,0.00001633847,0.000005067286,0.00006578134,0.00003183727,0.001164028],"genre_scores_gemma":[0.9987357,0.0001161146,0.0006003556,0.00001555899,0.000005039842,0.000002755922,0.00003880531,0.000006904971,0.0004789123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00125159,"threshold_uncertainty_score":0.003894448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051046366","doi":"10.1007/s11571-014-9283-3","title":"Temperature dependence of vesicular dynamics at excitatory synapses of rat hippocampus","year":2014,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; William Osler Health System","funders":"Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Excitatory postsynaptic potential; Coupling (piping); Stimulation; Hippocampus; Biophysics; Amplitude; Hippocampal formation; Chemistry; Neuroscience; Materials science; Biological system; Physics; Biology; Composite material; Inhibitory postsynaptic potential","authors":[{"name":"Loc Bui","is_ca":true},{"name":"M.I. Glavinoviċ","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01949351513522253,"gpt":0.2935816459788971,"spread":0.2740881308436746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009120915,0.0001393516,0.000229236,0.0001564892,0.0001307603,0.0002609362,0.0002849694,0.0001808868,0.001604971],"category_scores_gemma":[0.0003331384,0.0001456404,0.0002523664,0.0001018789,0.000333018,0.0005849221,0.000172525,0.0004241756,0.0002845812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003044565,"about_ca_system_score_gemma":0.0001420266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462333,"about_ca_topic_score_gemma":0.001625727,"domain_scores_codex":[0.9999158,0.000007542963,0.000007446032,0.00001764814,0.00001883378,0.00003273846],"domain_scores_gemma":[0.9998119,0.00004923313,0.00005184878,0.00002620036,0.00003350135,0.00002726187],"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":[0.001312999,0.00002215379,0.002487121,0.00008129497,0.00003764145,0.0001115965,0.0001001198,0.0003998677,0.9928255,0.0003997516,0.00008256708,0.00213939],"study_design_scores_gemma":[0.00001664178,0.0003623565,0.06613698,0.00001115343,0.00006650042,0.0003588488,0.0001400687,0.004729054,0.927305,0.0003903313,0.0004591225,0.00002385676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973564,0.0007597522,0.0006963579,0.00003899822,0.00001495828,0.000003474296,0.0002654225,0.00001609501,0.0008485697],"genre_scores_gemma":[0.9990435,0.0002567784,0.000184553,0.00001005906,0.000006184402,0.000003241179,0.0001340391,0.000008304842,0.0003533482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001604971,"threshold_uncertainty_score":0.005369186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389683695","doi":"10.1007/s11571-023-10038-0","title":"Coincidence detection and integration behavior in spiking neural networks","year":2023,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"H2020 European Research Council; Deutsche Forschungsgemeinschaft; Universitätsklinikum Erlangen; European Commission","keywords":"Coincidence; Computer science; Spiking neural network; Coincidence detection in neurobiology; Artificial neural network; Artificial intelligence; Machine learning","authors":[{"name":"Andreas Stoll","is_ca":false},{"name":"Andreas Maier","is_ca":false},{"name":"Patrick Krauß","is_ca":false},{"name":"Richard Gerum","is_ca":true},{"name":"Achim Schilling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01713245213632568,"gpt":0.2538633157002973,"spread":0.2367308635639716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001612816,0.0003869983,0.0005722896,0.0006435608,0.0002734861,0.0005467896,0.0007854574,0.0006910895,0.0009370816],"category_scores_gemma":[0.009620481,0.0002578136,0.0004093955,0.0004551037,0.0009867807,0.0009959423,0.0007210177,0.0007131284,0.0001154884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006628411,"about_ca_system_score_gemma":0.0003907488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107978,"about_ca_topic_score_gemma":0.001041404,"domain_scores_codex":[0.9994653,0.0001655163,0.00003098863,0.0001163567,0.0001672533,0.00005463664],"domain_scores_gemma":[0.9969084,0.001916745,0.0005693398,0.0001448201,0.0002698535,0.0001908045],"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":[0.0006795972,0.0001272708,0.01366746,0.0003310065,0.000117745,0.0004800149,0.0003660799,0.7785371,0.05055498,0.09740057,0.001160299,0.05657792],"study_design_scores_gemma":[0.000004704973,0.00003054517,0.001424721,0.000009930892,0.000004559846,0.00007250759,0.000007052306,0.9848619,0.002605614,0.01086386,0.0001029771,0.00001165086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4550836,0.0006454959,0.5415083,0.000231121,0.00004117001,0.00002693565,0.0001227338,0.0004933708,0.001847306],"genre_scores_gemma":[0.9749268,0.00009934502,0.02438392,0.0000277093,0.00001092671,0.00001755849,0.00009903578,0.00007007141,0.0003646735],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001612816,"threshold_uncertainty_score":0.008529484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408273021","doi":"10.1007/s11571-025-10229-x","title":"Rehabilitative game-based system for enhancing physical and cognitive abilities of neurological disorders","year":2025,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Science and Technology Development Fund; University of Ottawa; Future University in Egypt","keywords":"Virtual reality; Cognition; Computer science; Rehabilitation; Physical medicine and rehabilitation; Headset; Human–computer interaction; Simulation; Physical therapy; Medicine; Psychiatry","authors":[{"name":"Neven Saleh","is_ca":false},{"name":"Ahmed M. Salaheldin","is_ca":false},{"name":"Ahmed El-Bialy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007309947746206757,"gpt":0.2825467071575823,"spread":0.2752367594113755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002371082,0.0007621,0.0005429881,0.0007457383,0.0001277867,0.0003585595,0.0006766465,0.0002713845,0.003619494],"category_scores_gemma":[0.0007293476,0.0001252812,0.0003701907,0.0002516441,0.0000797383,0.0002716641,0.0004889279,0.0001776955,0.0009255555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002372993,"about_ca_system_score_gemma":0.0002790347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002306205,"about_ca_topic_score_gemma":0.002523836,"domain_scores_codex":[0.9998202,0.00003644639,0.00002642471,0.00004245957,0.00004941186,0.00002499061],"domain_scores_gemma":[0.9998386,0.00004728346,0.00001645473,0.00001352079,0.00005835894,0.00002575513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005416138,0.003297651,0.03076492,0.001494954,0.0005663659,0.002026883,0.0004613669,0.02932998,0.1245994,0.001994861,0.03360863,0.766439],"study_design_scores_gemma":[0.001094645,0.00597838,0.1245824,0.0002258531,0.000902242,0.003770305,0.0002864012,0.7529118,0.07326329,0.002277207,0.03443849,0.0002690632],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6323376,0.001668144,0.3106919,0.0003471363,0.000278329,0.003244611,0.008186264,0.02713735,0.01610856],"genre_scores_gemma":[0.9087392,0.0005809547,0.07501187,0.0002832171,0.00003895191,0.001480617,0.005241028,0.0001188631,0.008505187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003619494,"threshold_uncertainty_score":0.01210839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992822522","doi":"10.1007/s11571-019-09566-5","title":"A spiking neural network model of spatial and visual mental imagery","year":2019,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Mental rotation; Mental image; Task (project management); Cognition; Computer science; Replicate; Cognitive psychology; Artificial intelligence; Cognitive model; Psychology; Rotation (mathematics); Spatial cognition; Elementary cognitive task; Cognitive map; Cognitive science; Neuroscience","authors":[{"name":"Sean N. Riley","is_ca":true},{"name":"Jim Davies","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008350400519128245,"gpt":0.2252499868610178,"spread":0.2168995863418895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002277704,0.0001885932,0.000340124,0.0002180303,0.0003092165,0.0007160014,0.0008092353,0.001073042,0.002667561],"category_scores_gemma":[0.00159775,0.000266147,0.0004892623,0.0003768083,0.0006009298,0.001164644,0.0005252335,0.0006912552,0.0001991385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005999866,"about_ca_system_score_gemma":0.0007157637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007633655,"about_ca_topic_score_gemma":0.004711148,"domain_scores_codex":[0.9999206,0.00002061364,0.000003749482,0.00002297497,0.00001643099,0.00001565104],"domain_scores_gemma":[0.9997271,0.0001419124,0.00002885756,0.00002029831,0.00004607723,0.00003571135],"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":[0.00007782861,0.0000547997,0.001224017,0.00003715696,0.00005288297,0.0001820596,0.0001803132,0.8303521,0.007163121,0.1499485,0.0008549549,0.009872294],"study_design_scores_gemma":[0.000006063822,0.000006757557,0.0002342769,0.00000181687,0.000004069225,0.0000200738,0.00000882695,0.9783884,0.0001240711,0.02105448,0.0001466484,0.000004546447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4611769,0.0004955815,0.5011153,0.003165688,0.000209201,0.00004784863,0.0004373283,0.0002578731,0.03309427],"genre_scores_gemma":[0.9856354,0.0001258708,0.00796466,0.00006773073,0.00002249836,0.00002415046,0.00005512549,0.00001755603,0.006087085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007633655,"threshold_uncertainty_score":0.01517844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944312213","doi":"10.1007/s11571-019-09539-8","title":"Points and lines inside human brains","year":2019,"lang":"en","type":"review","venue":"Cognitive Neurodynamics","topic":"Plant and Biological Electrophysiology Studies","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Realm; Euclidean geometry; Skepticism; Computer science; Point (geometry); Tree traversal; Bounded function; Physical law; Infinity; Infinitesimal; Epistemology; Theoretical physics; Artificial intelligence; Mathematics; Algorithm; Philosophy; Physics; Geometry; Law","authors":[{"name":"Arturo Tozzi","is_ca":false},{"name":"James F. Peters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08723852213555143,"gpt":0.3088178740025346,"spread":0.2215793518669832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005011635,0.001298667,0.001395496,0.003012604,0.0004101621,0.002019814,0.0009000598,0.002132075,0.00356951],"category_scores_gemma":[0.001179881,0.0004327526,0.0004171489,0.002731146,0.002709011,0.003305225,0.001446462,0.002119407,0.001367767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008080278,"about_ca_system_score_gemma":0.001299514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002279259,"about_ca_topic_score_gemma":0.0032586,"domain_scores_codex":[0.999752,0.00006947443,0.000031687,0.00006421311,0.00006502146,0.00001753818],"domain_scores_gemma":[0.9996766,0.000205715,0.0000437674,0.00001250967,0.00004319014,0.00001832457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005207102,0.0000283143,0.0001797949,0.01488732,0.00006249261,0.0002120478,0.0002976997,0.0008590084,0.0008194331,0.02956854,0.01940263,0.9336306],"study_design_scores_gemma":[0.00001360083,0.00004405602,0.001234116,0.006792378,0.00008511146,0.001352499,0.0002049013,0.0002642542,0.000347283,0.03314575,0.9564751,0.00004089417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009505224,0.9975822,0.0003785437,0.0002151096,0.0001362042,0.000002726113,0.00001045811,0.000005179897,0.001574588],"genre_scores_gemma":[0.00155824,0.9965416,0.0003763189,0.0002034183,0.0004409982,0.000006006653,0.00001894275,0.000002379376,0.0008521058],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00356951,"threshold_uncertainty_score":0.01194119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079782303","doi":"10.1007/s11571-012-9232-y","title":"Synaptic activity slows vesicular replenishment at excitatory synapses of rat hippocampus","year":2012,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Heart and Stroke Foundation of Canada","keywords":"Stimulation; Excitatory postsynaptic potential; Coupling (piping); Biophysics; Hippocampus; Hippocampal formation; Chemistry; Schaffer collateral; Neuroscience; Biology; Materials science; Inhibitory postsynaptic potential; Composite material","authors":[{"name":"Loc Bui","is_ca":true},{"name":"M.I. Glavinoviċ","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04505414594728265,"gpt":0.3253679129152601,"spread":0.2803137669679774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001798179,0.0002733581,0.000554071,0.0001902961,0.0001503995,0.0004145626,0.0004965154,0.0003802195,0.001550467],"category_scores_gemma":[0.0005009691,0.0002651004,0.000310854,0.0001871487,0.0004804389,0.0006073956,0.0002649366,0.0007678706,0.0002013191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003930703,"about_ca_system_score_gemma":0.0003998863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00224577,"about_ca_topic_score_gemma":0.003548664,"domain_scores_codex":[0.9998788,0.00001054211,0.00001120875,0.00002574708,0.00001803284,0.00005572959],"domain_scores_gemma":[0.9997873,0.00005555766,0.00004302016,0.00003282644,0.00002474274,0.00005653319],"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":[0.007645587,0.00009313711,0.00237832,0.0001505519,0.00006178749,0.0001964739,0.00007673644,0.0001760785,0.9807201,0.0002699779,0.0001333943,0.008097799],"study_design_scores_gemma":[0.0002463169,0.002273796,0.05919819,0.00002309886,0.000217483,0.0004088179,0.0002446839,0.004954514,0.9311827,0.0005705844,0.000648898,0.00003094653],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981861,0.0007918214,0.0004443323,0.00006060658,0.00003001548,0.000005325828,0.0001113854,0.0000125693,0.0003579477],"genre_scores_gemma":[0.9982268,0.0006623152,0.0002440435,0.00003516153,0.0000247818,0.00001040125,0.0001055656,0.00001249549,0.0006784472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00224577,"threshold_uncertainty_score":0.005186796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062544859","doi":"10.1007/s11571-010-9140-y","title":"Distinct dynamical patterns that distinguish willed and forced actions","year":2010,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Free Will and Agency","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; SickKids Foundation; Toronto Western Hospital; Hospital for Sick Children","funders":"Fundação Bial","keywords":"Magnetoencephalography; Two-alternative forced choice; Task (project management); Psychology; Subject (documents); Computer science; Period (music); Cognitive psychology; Electroencephalography; Neuroscience; Aesthetics; Philosophy","authors":[{"name":"Luís Garcia Dominguez","is_ca":true},{"name":"Wojciech Kostelecki","is_ca":true},{"name":"Richard Wennberg","is_ca":true},{"name":"José Luis Pérez Velázquez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03516900779676016,"gpt":0.2758589417742455,"spread":0.2406899339774853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002147693,0.0001348212,0.0002075334,0.0005866315,0.0002899427,0.0008925109,0.0002581548,0.0003923476,0.003437864],"category_scores_gemma":[0.002651738,0.0001808928,0.0002759716,0.0003016516,0.0009232004,0.001537248,0.0005524118,0.0004461858,0.000225617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002440298,"about_ca_system_score_gemma":0.0001952734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004713424,"about_ca_topic_score_gemma":0.0007838212,"domain_scores_codex":[0.9998826,0.00002174914,0.000008323215,0.00002886392,0.00003136572,0.00002704443],"domain_scores_gemma":[0.9994277,0.0002386935,0.00009801342,0.00009715909,0.00004972714,0.00008863579],"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":[0.0004501622,0.0001788458,0.03654613,0.0001436168,0.0001537615,0.0005047387,0.002577625,0.02862778,0.1031589,0.7535176,0.002536904,0.07160389],"study_design_scores_gemma":[0.00005392656,0.0001613813,0.1489629,0.00003590721,0.00004783436,0.001022462,0.001429387,0.3338833,0.008337635,0.5026265,0.003329727,0.0001091392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8959568,0.0001179588,0.08053605,0.0003466758,0.0000436152,0.00004251852,0.0002229578,0.0001361621,0.02259731],"genre_scores_gemma":[0.9948444,0.00002937581,0.004168045,0.00001424087,0.000005665049,0.00001289075,0.00006582672,0.00001835586,0.0008412013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003437864,"threshold_uncertainty_score":0.01150084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323050033","doi":"10.1007/s11571-023-09938-y","title":"Neurophysiological and other features of working memory in older adults at risk for dementia","year":2023,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Baycrest Hospital; Toronto Dementia Research Alliance; University of Toronto; University Health Network; St. Michael's Hospital; Sunnybrook Health Science Centre; Centre for Addiction and Mental Health","funders":"Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research; Health Canada; National Institutes of Health; Temerty Family Foundation; University of Toronto; Canada Research Chairs; Ministero dello Sviluppo Economico; Ontario Ministry of Health and Long-Term Care; Physicians' Services Incorporated Foundation; Canada Foundation for Innovation; Pfizer; Biogen; Centre for Addiction and Mental Health Foundation; National Alliance for Research on Schizophrenia and Depression; Weston Brain Institute; Indivior; Society of Nuclear Medicine and Molecular Imaging; Northern Ontario Academic Medicine Association; Fondation Brain Canada; American Foundation for Suicide Prevention; AGE-WELL; Myriad Genetics; BrainsWay; BrightFocus Foundation; Eli Lilly and Company; Ontario Ministry of Economic Development and Innovation; National Institute of Mental Health; Patient-Centered Outcomes Research Institute; Alzheimer's Association","keywords":"Neurophysiology; Dementia; Computer science; Physical medicine and rehabilitation; Neuroscience; Medicine; Psychology","authors":[{"name":"Rachel Patterson","is_ca":true},{"name":"Heather Brooks","is_ca":true},{"name":"Mina Mirjalili","is_ca":true},{"name":"Neda Rashidi‐Ranjbar","is_ca":true},{"name":"Reza Zomorrodi","is_ca":true},{"name":"Daniel M. Blumberger","is_ca":true},{"name":"Corinne E. Fischer","is_ca":true},{"name":"Alastair J. Flint","is_ca":true},{"name":"Ariel Graff‐Guerrero","is_ca":true},{"name":"Nathan Herrmann","is_ca":true},{"name":"James L. Kennedy","is_ca":true},{"name":"Sanjeev Kumar","is_ca":true},{"name":"Krista L. Lanctôt","is_ca":true},{"name":"Linda Mah","is_ca":true},{"name":"Benoit H. Mulsant","is_ca":true},{"name":"Bruce G. Pollock","is_ca":true},{"name":"Aristotle N. Voineskos","is_ca":true},{"name":"Wei Wang","is_ca":true},{"name":"Tarek K. Rajji","is_ca":true},{"name":"Lillian Lourenço","is_ca":true},{"name":"Christopher R. Bowie","is_ca":false},{"name":"Meryl A. Butters","is_ca":true},{"name":"Damian Gallagher","is_ca":false},{"name":"Angela Golas","is_ca":true},{"name":"Shima Ovaysikia","is_ca":false},{"name":"Mark Rapoport","is_ca":false},{"name":"Kevin E. Thorpe","is_ca":false},{"name":"Nicolaas P. L. G. Verhoeff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09533820949572153,"gpt":0.3408833176066824,"spread":0.2455451081109609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002496347,0.0002629358,0.0003110559,0.001030788,0.0003415935,0.0005432594,0.0002396556,0.0004337266,0.001212852],"category_scores_gemma":[0.002452477,0.0001319281,0.0001806011,0.0006495818,0.0003146905,0.000449417,0.0003084207,0.0003985824,0.0001092082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199437,"about_ca_system_score_gemma":0.0001723124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005041952,"about_ca_topic_score_gemma":0.007220677,"domain_scores_codex":[0.9999335,0.00001091206,0.00001244458,0.00001339401,0.0000161594,0.00001359388],"domain_scores_gemma":[0.9994518,0.0001611473,0.0002137795,0.00002277405,0.00007450535,0.00007605733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009441486,0.0004624259,0.9813086,0.00006098913,0.000105634,0.001524517,0.001009545,0.0001534203,0.00358491,0.0001068806,0.0001294086,0.01060956],"study_design_scores_gemma":[0.000006471511,0.0001431041,0.9986832,0.000004615261,0.00001668155,0.0006005224,0.000262348,0.00006829685,0.00006759019,0.0001126425,0.00003204164,0.000002532224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984945,0.0002852081,0.00004437608,0.00003972637,0.000003446032,0.000008680617,0.00009413753,0.00000170299,0.001028166],"genre_scores_gemma":[0.99954,0.0001422479,0.00005275952,0.00002406413,0.000009116693,0.000007219322,0.00006302227,5.046057e-7,0.000160921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005041952,"threshold_uncertainty_score":0.0100252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389850796","doi":"10.1007/s11571-023-10031-7","title":"Modelling neural probabilistic computation using vector symbolic architectures","year":2023,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Air Force Office of Scientific Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation; Neuro Research Charitable Trust; National Coordination Office; Ontario Innovation Trust","keywords":"Probabilistic logic; Computer science; Connectionism; Theoretical computer science; Probability distribution; Artificial intelligence; Probability density function; Kernel density estimation; Entropy (arrow of time); Artificial neural network; Mathematics","authors":[{"name":"P. Michael Furlong","is_ca":true},{"name":"Chris Eliasmith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07107184893808045,"gpt":0.2954904424616859,"spread":0.2244185935236054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005220367,0.0004296815,0.0006355455,0.000619482,0.0004934968,0.001629171,0.001109347,0.001022728,0.003908002],"category_scores_gemma":[0.003036873,0.0004540168,0.0006320896,0.0008403783,0.001298623,0.002373704,0.001017609,0.001039673,0.0004141837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000905893,"about_ca_system_score_gemma":0.0008896255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005826364,"about_ca_topic_score_gemma":0.006759345,"domain_scores_codex":[0.9997792,0.00007910049,0.00001335065,0.00003436793,0.00006568571,0.00002836343],"domain_scores_gemma":[0.9990682,0.0006194803,0.00007989853,0.00007402858,0.0001162947,0.00004210903],"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":[0.00002154424,0.000009664447,0.0002542619,0.00002634862,0.0000175993,0.00004105356,0.00004874696,0.8900816,0.0006406155,0.1016831,0.0002463848,0.006928991],"study_design_scores_gemma":[0.000001792202,0.000003053553,0.00002728718,0.000002279469,0.000001963365,0.000006683465,0.000004335745,0.9590709,0.0001042383,0.04058485,0.0001899116,0.000002734035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04382011,0.0003067459,0.9487028,0.0004581503,0.00006638574,0.00001903656,0.0001112162,0.0003258872,0.006189799],"genre_scores_gemma":[0.9172602,0.0004585767,0.07730883,0.00005861669,0.00005089289,0.00006690715,0.0001051461,0.00009646102,0.004594338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005826364,"threshold_uncertainty_score":0.01307356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091608524","doi":"10.1007/s11571-008-9073-x","title":"Modelling attention in individual cells leads to a system with realistic saccade behaviours","year":2009,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Saccade; Computer science; Human–computer interaction; Cognitive psychology; Artificial intelligence; Psychology; Eye movement","authors":[{"name":"Linda Lanyon","is_ca":true},{"name":"Susan L. Denham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03874669379807118,"gpt":0.2625920140256932,"spread":0.223845320227622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002230692,0.0004193606,0.0006143164,0.0002912345,0.000526887,0.0009166477,0.0007012593,0.002250699,0.002905374],"category_scores_gemma":[0.001548016,0.0003956388,0.0007050256,0.0002959153,0.0006700826,0.001079954,0.0005572179,0.0009330871,0.0003251133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008686272,"about_ca_system_score_gemma":0.0008443157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123702,"about_ca_topic_score_gemma":0.008308106,"domain_scores_codex":[0.9999096,0.00002641121,0.000004190936,0.0000224487,0.00001749805,0.00001982153],"domain_scores_gemma":[0.9996814,0.0001694632,0.00002942083,0.00002721392,0.00005572092,0.00003679997],"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":[0.00004995356,0.00003037243,0.000934378,0.00004771819,0.00003737476,0.0002770447,0.0001999042,0.9630777,0.00698325,0.0244553,0.0006448188,0.003262222],"study_design_scores_gemma":[0.00001058051,0.00001117076,0.0002925332,0.000002782491,0.000008969058,0.00003525622,0.00002168047,0.9926637,0.0003020023,0.006440071,0.0002041654,0.000007015498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.529143,0.0004751236,0.4409852,0.002227963,0.0002299003,0.00006884417,0.0003166921,0.0005575855,0.02599561],"genre_scores_gemma":[0.9846603,0.0001263828,0.009949425,0.0001104999,0.00002381169,0.00004792941,0.00004787304,0.000045949,0.00498776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0123702,"threshold_uncertainty_score":0.02459639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3136903971","doi":"10.1007/s11571-020-09598-2","title":"Neural computing in four spatial dimensions","year":2020,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Computation; Dimension (graph theory); Set (abstract data type); Artificial neural network; Surface (topology); Topology (electrical circuits); Feature (linguistics); Artificial intelligence; Architecture; Theoretical computer science; Volume (thermodynamics); Quantum; Pattern recognition (psychology); Algorithm; Geometry; Mathematics; Pure mathematics; Physics","authors":[{"name":"Arturo Tozzi","is_ca":false},{"name":"Muhammad Zubair Ahmad","is_ca":true},{"name":"James F. Peters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02768823231752607,"gpt":0.252889852517562,"spread":0.2252016202000359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003782243,0.000284439,0.0004412155,0.0006846286,0.0008043745,0.002344139,0.0006047431,0.0007379994,0.005001672],"category_scores_gemma":[0.001807862,0.00020412,0.0003439581,0.0009535431,0.002670062,0.003059499,0.001342591,0.001005649,0.000308999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000982197,"about_ca_system_score_gemma":0.0006886425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002406713,"about_ca_topic_score_gemma":0.001890606,"domain_scores_codex":[0.9997821,0.0000671106,0.00001215223,0.000030861,0.00006763212,0.00004011092],"domain_scores_gemma":[0.9995828,0.0001778516,0.00003949328,0.00005748425,0.00009165157,0.00005080462],"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":[0.00003059026,0.0000124991,0.0003844528,0.00004243693,0.00001501137,0.00003084877,0.0001208574,0.02777629,0.0007386648,0.9609571,0.0006909955,0.009200313],"study_design_scores_gemma":[0.000009878132,0.00001217499,0.0003883669,0.00001150574,0.000006854949,0.00002104168,0.0001053773,0.09307296,0.0003296414,0.902756,0.0032726,0.00001366928],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4045253,0.006836285,0.422699,0.007722239,0.001109178,0.00007914094,0.0003533276,0.0002935881,0.1563819],"genre_scores_gemma":[0.9405541,0.001230501,0.04836451,0.0002174394,0.0001360108,0.00006215093,0.00004665333,0.00002621421,0.009362529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005001672,"threshold_uncertainty_score":0.01673222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062523426","doi":"10.1007/s11571-013-9264-y","title":"Is replenishment of the readily releasable pool associated with vesicular movement?","year":2013,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; William Osler Health System","funders":"Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Excitatory postsynaptic potential; Biophysics; Stimulation; Neuroscience; Coupling (piping); Synaptic vesicle; Hippocampus; Biology; Chemistry; Cell biology; Vesicle; Inhibitory postsynaptic potential; Biochemistry; Materials science; Membrane","authors":[{"name":"Loc Bui","is_ca":true},{"name":"M.I. Glavinoviċ","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03032511591273852,"gpt":0.2859378237556079,"spread":0.2556127078428694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105933,0.0003865436,0.001262059,0.0005336798,0.0005589033,0.0025559,0.001526429,0.00214018,0.004840331],"category_scores_gemma":[0.002901365,0.0003796052,0.0005791509,0.0004069403,0.00232017,0.009272665,0.001370087,0.001286385,0.0009560165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007769298,"about_ca_system_score_gemma":0.0006746083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009675536,"about_ca_topic_score_gemma":0.0007410361,"domain_scores_codex":[0.9994327,0.00003855096,0.0000481039,0.0001663201,0.0001307243,0.0001834812],"domain_scores_gemma":[0.9988856,0.0001712668,0.0003242864,0.0002911715,0.0001684434,0.0001592354],"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":[0.002279057,0.0003562657,0.02457304,0.001119374,0.0002459704,0.003207694,0.001069469,0.001151381,0.7426359,0.08926591,0.002673052,0.1314228],"study_design_scores_gemma":[0.0001514187,0.00271997,0.2926234,0.0005901337,0.000240786,0.01564959,0.004668638,0.009681983,0.4477708,0.1855228,0.04006107,0.0003194172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934758,0.02019141,0.0231502,0.006669416,0.0006673542,0.00009878567,0.0003403825,0.0004040824,0.01372033],"genre_scores_gemma":[0.9876955,0.004629195,0.002697532,0.0005824444,0.0002473229,0.00006016433,0.0001954995,0.00004662691,0.003845746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004840331,"threshold_uncertainty_score":0.01619256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309684933","doi":"10.1007/s11571-022-09899-8","title":"Aberrant dynamic functional network connectivity in type 2 diabetes mellitus individuals","year":2022,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Computer science; Type (biology); Type 2 diabetes; Type 2 Diabetes Mellitus; Diabetes mellitus; Computational biology; Medicine; Biology; Endocrinology","authors":[{"name":"Wenjiao Lyu","is_ca":false},{"name":"Ye Wu","is_ca":false},{"name":"Haoming Huang","is_ca":false},{"name":"Yuna Chen","is_ca":false},{"name":"Xin Tan","is_ca":false},{"name":"Yi Liang","is_ca":false},{"name":"Xiaomeng Ma","is_ca":false},{"name":"Yue Feng","is_ca":false},{"name":"Jinjian Wu","is_ca":false},{"name":"Shangyu Kang","is_ca":false},{"name":"Shijun Qiu","is_ca":false},{"name":"Pew‐Thian Yap","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02987193801400438,"gpt":0.2547722017126234,"spread":0.224900263698619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001754183,0.0001778901,0.0001560672,0.0005286144,0.0001926908,0.0002952033,0.0001108752,0.0001658143,0.0007078774],"category_scores_gemma":[0.0007111396,0.00006965011,0.0001626964,0.0004855848,0.0001434719,0.0001810341,0.0001686505,0.0001778667,0.00003702249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550112,"about_ca_system_score_gemma":0.0001060192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003221719,"about_ca_topic_score_gemma":0.006062672,"domain_scores_codex":[0.9999388,0.00001272621,0.000006343314,0.00002470263,0.000008051788,0.000009292951],"domain_scores_gemma":[0.9998255,0.00005034764,0.00007282852,0.00001614413,0.0000132377,0.00002197121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008861237,0.00009747987,0.9073933,0.00009974607,0.0004208951,0.00151599,0.0009185539,0.001551286,0.04099548,0.0006121809,0.0003709766,0.04513795],"study_design_scores_gemma":[0.000003376982,0.00004294784,0.9966048,0.00000451103,0.00003480136,0.0005418218,0.0001050989,0.001381788,0.0007502301,0.0003929883,0.0001327757,0.000004798927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987072,0.0001713276,0.0007079027,0.00002328975,0.000002227047,0.000003540159,0.0001306453,0.000007978025,0.0002459465],"genre_scores_gemma":[0.9990989,0.0001106369,0.0005828497,0.00000953548,0.000004104101,0.000004940624,0.0001166195,0.000002123261,0.00007043039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003221719,"threshold_uncertainty_score":0.00640595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999715747","doi":"10.1007/s11571-020-09568-8","title":"Machine classification of spatiotemporal patterns: automated parameter search in a rebounding spiking network","year":2020,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coupling strength; Computer science; Pattern recognition (psychology); Gaussian; Biological system; Artificial intelligence; Classifier (UML); Traveling wave; Coupling (piping); Stimulus (psychology); Physics; Mathematics; Biology","authors":[{"name":"Lawrence Oprea","is_ca":true},{"name":"Christopher C. Pack","is_ca":true},{"name":"Anmar Khadra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07631640587825395,"gpt":0.3042059108627166,"spread":0.2278895049844626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008112654,0.0003716022,0.0007221379,0.0003980787,0.0004009328,0.0008164148,0.001233747,0.001385612,0.001494506],"category_scores_gemma":[0.003885407,0.000470244,0.0004345501,0.0004663706,0.0005848324,0.001162003,0.0009057351,0.0009598274,0.0001926795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000701435,"about_ca_system_score_gemma":0.000632658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006104912,"about_ca_topic_score_gemma":0.005142457,"domain_scores_codex":[0.9998629,0.00004082312,0.00001100873,0.00004408016,0.00001911608,0.00002215236],"domain_scores_gemma":[0.9987838,0.0008693602,0.0001031289,0.0001057242,0.0000923118,0.00004578358],"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":[0.0001434029,0.00004747846,0.001467764,0.0000371632,0.00003745597,0.0001181414,0.000095293,0.9207498,0.006959233,0.007582238,0.0004628674,0.06229915],"study_design_scores_gemma":[0.000001268486,0.000002794164,0.00003672728,7.296634e-7,7.649651e-7,0.000003852726,0.000001935605,0.998633,0.0001626191,0.001139691,0.00001588091,8.506364e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2425035,0.0002257709,0.7547695,0.000529353,0.00002820254,0.00003208794,0.00006337879,0.0005194125,0.001328839],"genre_scores_gemma":[0.9397731,0.00005821398,0.05885091,0.00006229649,0.00001203761,0.0000303705,0.00006496927,0.00004602067,0.001102186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006104912,"threshold_uncertainty_score":0.01213878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3008716181","doi":"10.1007/s11571-020-09574-w","title":"Removing uncertainty in neural networks","year":2020,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Morphing; Manifold (fluid mechanics); Reciprocal; Artificial neural network; Artificial intelligence; Euclidean geometry; Topology (electrical circuits); Mathematics","authors":[{"name":"Arturo Tozzi","is_ca":false},{"name":"James F. Peters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02243122201258304,"gpt":0.2417221097602132,"spread":0.2192908877476302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003908969,0.0008521439,0.001361598,0.001363358,0.001090635,0.001990573,0.001476417,0.001775299,0.001376682],"category_scores_gemma":[0.03164338,0.0007564274,0.0008493885,0.001277017,0.002891509,0.005252607,0.003501521,0.002653169,0.0001885713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417827,"about_ca_system_score_gemma":0.0009935886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003614486,"about_ca_topic_score_gemma":0.002968267,"domain_scores_codex":[0.9977138,0.00109603,0.0001202231,0.0003577068,0.0005658009,0.0001463795],"domain_scores_gemma":[0.9825658,0.01384444,0.000947724,0.001259196,0.001060247,0.0003226634],"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":[0.0001202707,0.00004244293,0.0012328,0.0001350616,0.0001057252,0.00009626064,0.0002369869,0.6375123,0.001105168,0.2818317,0.001195064,0.07638619],"study_design_scores_gemma":[0.000005782371,0.00002045872,0.0001496084,0.00001347976,0.00001333244,0.00001641456,0.00001942209,0.6431356,0.0003070968,0.3558718,0.0004379905,0.000009078694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05220672,0.001119899,0.9415087,0.001503884,0.00008753189,0.00002257191,0.00006483012,0.0001574101,0.00332844],"genre_scores_gemma":[0.9161248,0.0009762551,0.07909088,0.000259986,0.0002476874,0.00007684891,0.0001065025,0.00008009823,0.003036886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003908969,"threshold_uncertainty_score":0.0206728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412582871","doi":"10.1007/s11571-025-10305-2","title":"Novel EEG-based diagnostic framework for Major Depressive Disorder using microstate and entropy features","year":2025,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Ministate; Electroencephalography; Computer science; Major depressive disorder; Entropy (arrow of time); Artificial intelligence; Psychology; Psychiatry; Physics","authors":[{"name":"Milad Rahmati","is_ca":true},{"name":"Aryan Jalaeianbanayan","is_ca":false},{"name":"Javad Vahedi","is_ca":false},{"name":"Hossein Najaf-Zadeh","is_ca":false},{"name":"B. Danesh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01575187637558807,"gpt":0.2965795711484063,"spread":0.2808276947728183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004878327,0.0009252487,0.0006690584,0.002206129,0.0003638961,0.001091128,0.0007102357,0.0006475297,0.001374568],"category_scores_gemma":[0.001178755,0.0001671407,0.0006257354,0.0006209423,0.0002001222,0.0005329913,0.0008117047,0.0006174248,0.0006017989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003641588,"about_ca_system_score_gemma":0.0008648438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005892242,"about_ca_topic_score_gemma":0.009291247,"domain_scores_codex":[0.9997103,0.00004893143,0.00002945217,0.00008162758,0.00009210427,0.00003763787],"domain_scores_gemma":[0.99968,0.0000718164,0.00004469941,0.00001422116,0.0001487023,0.00004046521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009000803,0.0007412308,0.06854781,0.0003696034,0.0004739456,0.001522426,0.0002514322,0.05836519,0.05553196,0.009902342,0.01299575,0.7903982],"study_design_scores_gemma":[0.00004542941,0.0001815602,0.02438184,0.00005866148,0.0001533596,0.0009379543,0.0001361223,0.9582681,0.005891384,0.007580011,0.002314062,0.00005147036],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07044216,0.001162197,0.9203321,0.0006238853,0.0001007554,0.0003087685,0.001819835,0.001462826,0.003747534],"genre_scores_gemma":[0.7409691,0.0005373666,0.2540676,0.0001586215,0.0001787401,0.0002497057,0.001852684,0.00005214426,0.001934032],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005892242,"threshold_uncertainty_score":0.01171589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143833450","doi":"10.1007/s11571-008-9046-0","title":"Tracking population densities using dynamic neural fields with moderately strong inhibition","year":2008,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Decoding methods; Computer science; Tracking (education); Noise (video); Population; Artificial neural network; SIGNAL (programming language); Orientation (vector space); Algorithm; Artificial intelligence; Real-time computing; Mathematics; Image (mathematics)","authors":[{"name":"Thomas Trappenberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0623107784109526,"gpt":0.2745631121096849,"spread":0.2122523336987323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007492839,0.0005053048,0.000468177,0.0006011869,0.0004133961,0.0007419172,0.0006972183,0.000879688,0.0006422985],"category_scores_gemma":[0.005582683,0.0005608767,0.0003604847,0.0004922999,0.0006935523,0.001272744,0.0007389495,0.0008047942,0.00008937192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007857101,"about_ca_system_score_gemma":0.0005077748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007209259,"about_ca_topic_score_gemma":0.006757044,"domain_scores_codex":[0.9998745,0.0000432456,0.000007135805,0.00002957738,0.00002756699,0.0000179875],"domain_scores_gemma":[0.9985669,0.001031972,0.0001383062,0.00008123796,0.00009374263,0.00008793348],"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":[0.0001585344,0.00005015361,0.002770711,0.00003834816,0.00006364757,0.00008247919,0.0001107055,0.9555018,0.01380049,0.009117469,0.0003819042,0.01792384],"study_design_scores_gemma":[0.000004437376,0.000006186734,0.0003570809,0.00000128689,0.000002352864,0.00001249321,0.000002629946,0.9975197,0.0004967416,0.001553879,0.00003941451,0.000003824867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2941645,0.0002470948,0.7023269,0.0003563308,0.00005847417,0.00002930499,0.00006688273,0.0003087001,0.002441836],"genre_scores_gemma":[0.9670771,0.00007941458,0.031809,0.0000504462,0.00002469281,0.00002548802,0.00003976423,0.00002659692,0.0008675149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007209259,"threshold_uncertainty_score":0.01433462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417151818","doi":"10.1007/s11571-025-10391-2","title":"Short-term and long-term test-retest reliability of memory, complexity, and randomness of EEG microstates sequence","year":2025,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Randomness; Reliability (semiconductor); Sequence (biology); Random sequence; Electroencephalography; Pattern recognition (psychology)","authors":[{"name":"Povilas Tarailis","is_ca":true},{"name":"Fiorenzo Artoni","is_ca":false},{"name":"Thomas Koenig","is_ca":false},{"name":"Christoph M. Michel","is_ca":false},{"name":"Inga Griškova-Bulanova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03573715137070142,"gpt":0.3010500224192051,"spread":0.2653128710485037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003660046,0.0004509911,0.0004929578,0.0007234263,0.00043205,0.0006514576,0.0004775913,0.0007338134,0.001107611],"category_scores_gemma":[0.02632639,0.0002925146,0.0007598117,0.0003272544,0.0006400995,0.0009097024,0.0008292609,0.0008958939,0.0006791988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002723218,"about_ca_system_score_gemma":0.0002088944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002015893,"about_ca_topic_score_gemma":0.003443637,"domain_scores_codex":[0.9982443,0.0003364497,0.000253711,0.0004995675,0.0005644139,0.0001015431],"domain_scores_gemma":[0.9762197,0.01222262,0.001788521,0.00396987,0.005214201,0.0005851078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005891716,0.001157039,0.851742,0.0001969856,0.002091215,0.0002260772,0.004602664,0.002926618,0.04971313,0.0003160801,0.001053319,0.08008303],"study_design_scores_gemma":[0.00004347256,0.001755846,0.9897882,0.00001043147,0.000176235,0.0003032789,0.0002010162,0.00161057,0.005359591,0.0001593024,0.0005601312,0.00003202627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964909,0.0002069378,0.001938906,0.00002121287,0.0000539621,0.0000584832,0.0002344791,0.00005917055,0.0009359548],"genre_scores_gemma":[0.9979467,0.00005159844,0.0006477498,0.00002250399,0.00002641991,0.00006146926,0.0004809737,0.00003135318,0.0007312233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003660046,"threshold_uncertainty_score":0.01935643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293548083","doi":"10.1007/s11571-022-09867-2","title":"The COMT gene modulates the relationship between bilingual adaptation in executive function and decision-making: an EEG study","year":2022,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Iowa gambling task; Executive functions; Cognition; Catechol-O-methyl transferase; Psychology; Cognitive psychology; Executive dysfunction; Working memory; Electroencephalography; Elementary cognitive task; Task (project management); Allele; Neuroscience; Biology; Gene; Neuropsychology; Genetics","authors":[{"name":"Dongxue Liu","is_ca":false},{"name":"John W. Schwieter","is_ca":true},{"name":"Wenxin Liu","is_ca":false},{"name":"Li Mu","is_ca":false},{"name":"Huanhuan Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06089514369917923,"gpt":0.3276325623671111,"spread":0.2667374186679319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002073035,0.0003896843,0.0002217722,0.0001746522,0.0001788952,0.0002994619,0.0001485737,0.000299722,0.002284097],"category_scores_gemma":[0.0008887258,0.0001659063,0.0001463964,0.0002177636,0.0004487772,0.0001845734,0.0001644677,0.0004411652,0.0001461974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854887,"about_ca_system_score_gemma":0.0001471509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002142747,"about_ca_topic_score_gemma":0.002328448,"domain_scores_codex":[0.9999098,0.00003016082,0.000004246789,0.00003268336,0.000009904959,0.00001317508],"domain_scores_gemma":[0.9996507,0.0001507048,0.00008272572,0.00004311951,0.00002201879,0.0000506519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02989483,0.001865265,0.1837191,0.0001384652,0.0005449874,0.001866885,0.001381523,0.0006302193,0.7557676,0.001055846,0.0006770054,0.02245838],"study_design_scores_gemma":[0.0003587887,0.0008407063,0.9821489,0.00001141121,0.0001426464,0.00063732,0.0002218109,0.001493661,0.01297683,0.0006284705,0.0005230322,0.00001633101],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991855,0.00004972082,0.0002492403,0.00006655209,0.000008922259,0.000004983511,0.00009610006,0.000004189471,0.000334799],"genre_scores_gemma":[0.9989404,0.00005082163,0.0002240055,0.00004952976,0.00001426256,0.00001370126,0.00008514535,0.00001097728,0.0006110931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002284097,"threshold_uncertainty_score":0.007641137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028833714","doi":"10.1007/s11571-010-9137-6","title":"Transient coordinated activity within the developing brain’s default network","year":2010,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Default mode network; Introspection; Phase synchronization; Synchronization (alternating current); Transient (computer programming); Resting state fMRI; Computer science; Electroencephalography; Neuroscience; Functional connectivity; Brain activity and meditation; Psychology; Cognitive psychology; Computer network","authors":[{"name":"Vera Nenadovic","is_ca":false},{"name":"Luís Garcia Dominguez","is_ca":false},{"name":"Marc D. Lewis","is_ca":false},{"name":"O. Carter Snead","is_ca":true},{"name":"Andriy Gorin","is_ca":false},{"name":"José Luis Pérez Velázquez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02313341882742739,"gpt":0.261683746320506,"spread":0.2385503274930786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002057395,0.00009381306,0.0001282294,0.0001564171,0.0001190437,0.0003490936,0.0002642507,0.000215545,0.001115006],"category_scores_gemma":[0.001540193,0.000127043,0.00008809879,0.0001227821,0.0002752962,0.0005649428,0.0002607062,0.00028892,0.00008823205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003033491,"about_ca_system_score_gemma":0.0002227857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006755827,"about_ca_topic_score_gemma":0.0009810611,"domain_scores_codex":[0.9999188,0.00001781675,0.000003776598,0.00002728573,0.00001793421,0.00001439519],"domain_scores_gemma":[0.9996854,0.0001595242,0.00004184939,0.0000333696,0.00003334069,0.00004655099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003367502,0.00006278868,0.04301848,0.00007645125,0.00007697727,0.001376017,0.001131635,0.02592384,0.7870362,0.06175196,0.000979068,0.07822994],"study_design_scores_gemma":[0.00006448224,0.0002746759,0.4817446,0.0000397566,0.00008718209,0.003354096,0.0007335719,0.3120484,0.09877459,0.09832499,0.004487553,0.00006604937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382397,0.0002106685,0.05683572,0.0001484691,0.000009257425,0.000009108054,0.00009444987,0.00008910588,0.004363487],"genre_scores_gemma":[0.9961867,0.00003956922,0.003407195,0.000007176052,0.000003204857,0.000006209384,0.00002412694,0.000009406189,0.0003165177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001115006,"threshold_uncertainty_score":0.003729999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220817593","doi":"10.1007/s11571-022-09793-3","title":"Perceived danger associated with a property modulates cross category generalization","year":2022,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Generalization; Property (philosophy); Harm; Inference; Computer science; Salient; Key (lock); Inductive reasoning; Psychology; Cognitive psychology; Artificial intelligence; Social psychology; Natural language processing; Machine learning; Mathematics; Epistemology; Computer security","authors":[{"name":"Peipeng Liang","is_ca":false},{"name":"Vinod Goel","is_ca":true},{"name":"Ke Jiang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01890903740561786,"gpt":0.2685595894132302,"spread":0.2496505520076123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004415984,0.0001791542,0.000278654,0.0001999301,0.0001761423,0.001030905,0.0002828988,0.0004751058,0.002820356],"category_scores_gemma":[0.004387191,0.00024746,0.0001059867,0.0001196892,0.0004815412,0.0005887962,0.000804266,0.0008185838,0.000136067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002595366,"about_ca_system_score_gemma":0.0003782146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136816,"about_ca_topic_score_gemma":0.001365988,"domain_scores_codex":[0.9996294,0.00006337809,0.00001477875,0.0001104274,0.0001302575,0.00005175415],"domain_scores_gemma":[0.9981663,0.0007467874,0.0005330576,0.0001819177,0.0001273342,0.0002446941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001709256,0.0008316937,0.1273049,0.0001654917,0.00007588637,0.0005222156,0.002962167,0.00158639,0.8272454,0.004728829,0.0004264057,0.03244136],"study_design_scores_gemma":[0.00004298756,0.001123275,0.9391426,0.00004584874,0.00009075679,0.0004536087,0.001289622,0.007850423,0.04406363,0.004861603,0.001003712,0.00003192944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979059,0.00002011177,0.0005218139,0.00003124209,0.000008357632,0.000004996918,0.00001384392,0.000007142849,0.001486696],"genre_scores_gemma":[0.998704,0.00003699418,0.0004711278,0.00002483705,0.000003265937,0.00000837292,0.00002165318,0.00001409273,0.0007158099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002820356,"threshold_uncertainty_score":0.009434998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968705667","doi":"10.1007/s11571-012-9240-y","title":"Recovery of vesicular storage and release parameters after high frequency stimulation in rat hippocampus","year":2013,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; William Osler Health System","funders":"Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Stimulation; Hippocampus; Excitatory postsynaptic potential; Neuroscience; Chemistry; Hippocampal formation; Inhibitory postsynaptic potential; Biology","authors":[{"name":"Loc Bui","is_ca":true},{"name":"M.I. Glavinoviċ","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01969187714969391,"gpt":0.2775607694836858,"spread":0.2578688923339919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001112235,0.0002278353,0.0003371075,0.0001726397,0.0001445001,0.0002319214,0.0003038476,0.0003623014,0.001519415],"category_scores_gemma":[0.0002842284,0.0001484651,0.0002733654,0.0001466666,0.0005517319,0.0006661745,0.0002241317,0.0005247714,0.0002065739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003021522,"about_ca_system_score_gemma":0.0003151318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001740611,"about_ca_topic_score_gemma":0.001813636,"domain_scores_codex":[0.9999132,0.000006867534,0.000005365853,0.000014052,0.00001416699,0.0000463303],"domain_scores_gemma":[0.9998332,0.00004413126,0.00002932199,0.00003049877,0.00002341923,0.00003942335],"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":[0.004465197,0.00006206115,0.0004447494,0.0000570452,0.00001778872,0.0001443429,0.00006243924,0.00008426224,0.9914488,0.0001177601,0.00004854863,0.003046925],"study_design_scores_gemma":[0.0001013095,0.001702874,0.01530309,0.00001005787,0.00005770168,0.0002703339,0.0002118565,0.001413702,0.9802349,0.0003571274,0.000319562,0.00001746173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985287,0.0004734279,0.00048201,0.00004214489,0.00001830669,0.000007054324,0.00009931049,0.00001584002,0.0003330273],"genre_scores_gemma":[0.998484,0.0002964541,0.0002575447,0.00001854986,0.00001238127,0.0000155836,0.00008158516,0.000005613047,0.0008282637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001740611,"threshold_uncertainty_score":0.005082965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414374339","doi":"10.1007/s11571-025-10343-w","title":"Towards a transparent and interpretable AI model for medical image classifications","year":2025,"lang":"en","type":"review","venue":"Cognitive Neurodynamics","topic":"Explainable Artificial Intelligence (XAI)","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"Specific Research Project of Guangxi for Research Bases and Talents; National Natural Science Foundation of China","keywords":"Field (mathematics); Perspective (graphical); Process (computing); Health care; Code (set theory)","authors":[{"name":"Binbin Wen","is_ca":false},{"name":"Yihang Wu","is_ca":false},{"name":"Tareef S. Daqqaq","is_ca":false},{"name":"Ahmad Chaddad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07865176444160218,"gpt":0.3995446975993969,"spread":0.3208929331577948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099601,0.0007407082,0.0007938168,0.001288848,0.0002247307,0.002131796,0.0017472,0.001277893,0.001877244],"category_scores_gemma":[0.002557452,0.0003371744,0.000617043,0.000973265,0.001055137,0.002161906,0.00112427,0.001874857,0.0009534296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102271,"about_ca_system_score_gemma":0.001552863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001944379,"about_ca_topic_score_gemma":0.001603481,"domain_scores_codex":[0.9996277,0.00009828129,0.00003573846,0.00006868118,0.0001530347,0.00001658914],"domain_scores_gemma":[0.9990207,0.0005872911,0.00006871834,0.00009099847,0.0002070538,0.00002521034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002625145,0.00006422457,0.0005902406,0.005441214,0.0001982774,0.0001552384,0.0002145915,0.01624841,0.003209747,0.2658197,0.01193979,0.6960923],"study_design_scores_gemma":[0.00002846786,0.000093981,0.001738652,0.004242704,0.0002956351,0.001063303,0.0001674495,0.1393161,0.004175271,0.4431401,0.405638,0.0001003252],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003392017,0.5050341,0.4688147,0.007833374,0.000702023,0.00009120632,0.0003089309,0.000592191,0.01323144],"genre_scores_gemma":[0.1000344,0.5489783,0.3394517,0.002153875,0.001479326,0.0002433571,0.0009531322,0.0001204447,0.006585465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002131796,"threshold_uncertainty_score":0.007420301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376619076","doi":"10.1007/s11571-023-09978-4","title":"Towards a single parameter for the assessment of EEG oscillations","year":2023,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Electroencephalography; Computer science; Data science; Neuroscience; Psychology","authors":[{"name":"Arturo Tozzi","is_ca":false},{"name":"James F. Peters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07423988570323065,"gpt":0.34866928467165,"spread":0.2744293989684194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003985593,0.001857288,0.001857417,0.002921289,0.0005554717,0.004073934,0.001631551,0.002957601,0.001693852],"category_scores_gemma":[0.01448436,0.0006748546,0.0008262198,0.001575412,0.001118533,0.004257311,0.002421833,0.002431589,0.001879168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000446112,"about_ca_system_score_gemma":0.001165093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007912291,"about_ca_topic_score_gemma":0.0008178591,"domain_scores_codex":[0.99784,0.0005847402,0.0002214731,0.0005609989,0.0007108219,0.00008188601],"domain_scores_gemma":[0.9948651,0.002101758,0.0003826235,0.0005598838,0.00180971,0.0002809636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006268937,0.0003183058,0.01518386,0.001200164,0.0003168182,0.0002597112,0.0004029775,0.0146996,0.3588861,0.01154009,0.002826503,0.593739],"study_design_scores_gemma":[0.0002465018,0.001782097,0.04827477,0.001466359,0.0007824589,0.0034871,0.0009157804,0.5978392,0.2477095,0.07529571,0.02154474,0.0006558721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01687808,0.001931657,0.9776922,0.0002968503,0.0001231031,0.0001859649,0.0002605359,0.0008682373,0.001763425],"genre_scores_gemma":[0.2671899,0.001976883,0.7275286,0.0002755368,0.0002105724,0.0005167318,0.0004612774,0.0003737516,0.001466584],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004073934,"threshold_uncertainty_score":0.02107811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415836082","doi":"10.1007/s11571-025-10361-8","title":"Discrimination between focal epilepsy and generalized epilepsy based on the spatial patterns of EEG network","year":2025,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Natural Science Foundation of China","keywords":"Epilepsy; Temporal lobe; Electroencephalography; Brain mapping; Brain activity and meditation; Pathophysiology; Functional connectivity; Idiopathic generalized epilepsy; Parietal lobe","authors":[{"name":"Chunli Chen","is_ca":false},{"name":"Yi Liang","is_ca":false},{"name":"Guan Zhou","is_ca":true},{"name":"Shiyun Xu","is_ca":false},{"name":"Cheng Li","is_ca":false},{"name":"Jixuan Zhou","is_ca":false},{"name":"Liang Luo","is_ca":false},{"name":"Dezhong Yao","is_ca":false},{"name":"Peng Xu","is_ca":false},{"name":"Fali Li","is_ca":false},{"name":"Liang Yu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02864885520647301,"gpt":0.2707463647472288,"spread":0.2420975095407558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006691635,0.0004580502,0.0002433595,0.001331258,0.0001990256,0.0006203292,0.0001937849,0.0003874141,0.002076671],"category_scores_gemma":[0.005031065,0.00007088476,0.000210671,0.000505281,0.0004645842,0.0008373476,0.000418003,0.0002711171,0.0002080633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001322935,"about_ca_system_score_gemma":0.0001914563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076278,"about_ca_topic_score_gemma":0.002422388,"domain_scores_codex":[0.9997755,0.00005552194,0.00003741107,0.00004536143,0.00004145971,0.00004479274],"domain_scores_gemma":[0.9985821,0.0008082268,0.0002726223,0.00008849071,0.0001231394,0.0001254709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004254139,0.0001913664,0.8492014,0.000246103,0.0005356537,0.001902059,0.0008915025,0.001158281,0.07856986,0.001542928,0.0007296011,0.06077719],"study_design_scores_gemma":[0.00005440547,0.0004085695,0.987212,0.00002899169,0.00009674695,0.002240804,0.0007427225,0.00333922,0.002923799,0.002567684,0.0003677993,0.00001723258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958347,0.0001871288,0.001384351,0.0001030703,0.0000172661,0.00003481249,0.0002109199,0.00001267124,0.00221508],"genre_scores_gemma":[0.9992423,0.0000695745,0.0003936348,0.00002483513,0.00001506008,0.000008190631,0.0001236338,0.000004172201,0.0001187972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002076671,"threshold_uncertainty_score":0.0069471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416153408","doi":"10.1007/s11571-025-10375-2","title":"A dual brain EEG examination of the effects of direct and vicarious rewards on bilingual Language control","year":2025,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neurobiology of Language and Bilingualism","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":"Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Control (management); Affect (linguistics); Vicarious liability; Neuroscience of multilingualism; Dual (grammatical number); Observational learning; Electroencephalography","authors":[{"name":"Junjun Huang","is_ca":false},{"name":"Shuang Liu","is_ca":false},{"name":"Mengjie Lv","is_ca":false},{"name":"John W. Schwieter","is_ca":true},{"name":"Huanhuan Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004634368262505234,"gpt":0.2561133652472417,"spread":0.2514789969847365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001367295,0.0002442049,0.000260642,0.0001323151,0.0001313041,0.0002350451,0.0001235956,0.0002319218,0.002673938],"category_scores_gemma":[0.001298448,0.00009663706,0.0000866157,0.0001628757,0.0003556086,0.0002093758,0.0002159774,0.0005820717,0.0001230521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001721063,"about_ca_system_score_gemma":0.0003100179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445368,"about_ca_topic_score_gemma":0.001987411,"domain_scores_codex":[0.999913,0.00001602326,0.000005255246,0.00002399081,0.00002156898,0.00002013647],"domain_scores_gemma":[0.9996669,0.0001419741,0.00004949795,0.00002844928,0.00003585569,0.00007727095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04757911,0.001935305,0.01955183,0.0002260237,0.0001415868,0.0004351012,0.000491421,0.0005447909,0.8762752,0.00158614,0.000459278,0.05077425],"study_design_scores_gemma":[0.001517715,0.01566339,0.8277709,0.00002955237,0.0002737842,0.001348325,0.0004940366,0.006064796,0.1407772,0.003449651,0.002560614,0.00005002454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980701,0.00007020712,0.0004553859,0.00004543793,0.0000162777,0.00001530598,0.0001424226,0.00000779922,0.001177151],"genre_scores_gemma":[0.9983315,0.00007232208,0.0004345073,0.00003153046,0.00001471573,0.00002558363,0.00007278928,0.000009024518,0.001007978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002673938,"threshold_uncertainty_score":0.008945167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117326235","doi":"10.1007/s11571-025-10397-w","title":"Does learning a second or third language affect the adaptation of cognitive control in multilinguals? A longitudinal fMRI study","year":2025,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neurobiology of Language and Bilingualism","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":"McMaster University; Wilfrid Laurier University","funders":"","keywords":"Affect (linguistics); Adaptation (eye); Cognition; Control (management); Longitudinal study; Language acquisition","authors":[{"name":"Zehui Xing","is_ca":false},{"name":"Xiyuan Wang","is_ca":false},{"name":"Junjun Huang","is_ca":false},{"name":"John W. Schwieter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02337973315381946,"gpt":0.3284479169896002,"spread":0.3050681838357808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008040579,0.0003241953,0.0003671507,0.0002925475,0.0006170425,0.0008591682,0.000314713,0.0007862838,0.001824463],"category_scores_gemma":[0.002720719,0.0003378452,0.000248986,0.0002203402,0.0008310517,0.0007131552,0.0003755125,0.00102141,0.0002930698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005110038,"about_ca_system_score_gemma":0.0005427935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250164,"about_ca_topic_score_gemma":0.01573476,"domain_scores_codex":[0.9997379,0.00005509147,0.00001279654,0.000106569,0.00003103269,0.00005668446],"domain_scores_gemma":[0.9985673,0.0003387552,0.000456085,0.0001698113,0.0001473206,0.0003206428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0128644,0.006092197,0.8892336,0.0001007912,0.0004288407,0.001551792,0.005758159,0.000270222,0.06493746,0.0004014602,0.0005073213,0.01785364],"study_design_scores_gemma":[0.00008907187,0.001051544,0.995488,0.00001055726,0.00009866046,0.0002736938,0.0007677872,0.0002690212,0.001342333,0.0002493921,0.0003398717,0.00002010671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996567,0.00004545421,0.00003167349,0.00004068555,0.000003157537,0.000003252472,0.00002658681,0.00000157514,0.0001910296],"genre_scores_gemma":[0.9991546,0.00004757944,0.00007145709,0.00005067289,0.000006364505,0.00001095614,0.00007284964,0.000003519868,0.0005821331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250164,"threshold_uncertainty_score":0.02485776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415042866","doi":"10.1007/s11571-025-10355-6","title":"Correction: Differential impact of repetitive transcranial magnetic stimulation on alzheimer’s disease symptomology: evidence from electrovestibulography","year":2025,"lang":"en","type":"erratum","venue":"Cognitive Neurodynamics","topic":"Vestibular and auditory disorders","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":"University of Manitoba; Manitoba Health","funders":"","keywords":"Transcranial magnetic stimulation; Disease; Differential (mechanical device); Differential effects; Differential diagnosis; Stimulation","authors":[{"name":"Zeinab Dastgheib","is_ca":true},{"name":"Brian Lithgow","is_ca":true},{"name":"Zahra Moussavi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01988702958723209,"gpt":0.295653629616329,"spread":0.2757666000290969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003013336,0.002119233,0.002052899,0.003058421,0.002587795,0.002560536,0.003656826,0.008172567,0.0387363],"category_scores_gemma":[0.06840586,0.001105679,0.001526624,0.00177606,0.002100379,0.001794628,0.001604647,0.009542966,0.02442882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003089589,"about_ca_system_score_gemma":0.004170645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701795,"about_ca_topic_score_gemma":0.01666801,"domain_scores_codex":[0.9973054,0.000344899,0.0006472804,0.0004305798,0.0009920854,0.0002798196],"domain_scores_gemma":[0.9748447,0.006568254,0.001747678,0.001936244,0.01361411,0.001288985],"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":[0.00007625006,0.000009451642,0.0001916451,0.0002173608,0.00002133079,0.001225142,0.0000416822,0.0000435685,0.00006193518,0.0005134162,0.9900786,0.007519534],"study_design_scores_gemma":[0.0002111044,0.00005991276,0.00361675,0.0009884244,0.0001288342,0.004599105,0.0001893794,0.000516891,0.0008404981,0.002145611,0.9866056,0.00009788771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000208207,0.000789831,0.0002794814,0.02714497,0.969035,0.00002223504,0.0006931981,0.000159284,0.001667816],"genre_scores_gemma":[0.03130455,0.007441717,0.00436353,0.09341527,0.6703288,0.0002939116,0.001912338,0.00146351,0.1894764],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0387363,"threshold_uncertainty_score":0.1295859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392110360","doi":"10.1007/s11571-024-10072-6","title":"An fMRI study on how decisions are influenced by affective evaluations from different social hierarchical positions","year":2024,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Cultural Differences and Values","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"National Natural Science Foundation of China","keywords":"Hierarchy; Psychology; Inferior frontal gyrus; Precentral gyrus; Affect (linguistics); Fusiform gyrus; Cognitive psychology; Neural correlates of consciousness; Social psychology; Cognition; Neuroscience; Medicine; Communication; Law","authors":[{"name":"Zibin Guo","is_ca":false},{"name":"Zehui Xing","is_ca":false},{"name":"Linyan Liu","is_ca":false},{"name":"John W. Schwieter","is_ca":true},{"name":"Huanhuan Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0781156384198957,"gpt":0.4239093775898152,"spread":0.3457937391699195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004055394,0.0001537068,0.0001045181,0.0001664789,0.000285014,0.0006849408,0.0001972798,0.0004472558,0.002334467],"category_scores_gemma":[0.002392908,0.0001871512,0.0001071902,0.0002162063,0.0006508922,0.0003658231,0.0001697939,0.0007033609,0.0001402421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437641,"about_ca_system_score_gemma":0.0002213546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002342488,"about_ca_topic_score_gemma":0.004585994,"domain_scores_codex":[0.9998628,0.00005745491,0.000002818396,0.0000350305,0.0000197797,0.00002201295],"domain_scores_gemma":[0.9990208,0.0007138273,0.0001119433,0.00003972397,0.00003677218,0.00007692759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008091114,0.003157585,0.1213315,0.0004136833,0.0004576664,0.001544035,0.01536174,0.002864712,0.7193691,0.01474526,0.003654753,0.1090088],"study_design_scores_gemma":[0.0005614502,0.001769444,0.9460002,0.0000497097,0.0002857231,0.001131038,0.003790836,0.007665539,0.02105652,0.0138231,0.00378639,0.00008009478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954295,0.00006615437,0.0005680644,0.0001528998,0.00001122564,0.00001012956,0.00003118609,0.000003247927,0.003727492],"genre_scores_gemma":[0.9973532,0.00009905357,0.0009854637,0.0001419284,0.00001553078,0.00001764651,0.0000436112,0.00001223075,0.001331369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002342488,"threshold_uncertainty_score":0.007809579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2621653482","doi":"10.1007/s11571-017-9443-3","title":"Right cerebral hemispheric sensitivity to pH and physiological ions in fixed post-mortem Wistar rat brains","year":2017,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Neural dynamics and brain function","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":"Laurentian University","funders":"","keywords":"Cerebrum; Fixative; Neuroscience; Chemistry; Biophysics; Biology; Biochemistry; Central nervous system; Cytoplasm","authors":[{"name":"Nirosha J. Murugan","is_ca":true},{"name":"Michael A. Persinger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03291301837663503,"gpt":0.2758264290908549,"spread":0.2429134107142198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001269155,0.0005367341,0.0003995487,0.0007470207,0.0002513782,0.0003164864,0.0003475803,0.0002577893,0.003864032],"category_scores_gemma":[0.0001809051,0.0003232888,0.0002512385,0.0001445024,0.001035074,0.0005416832,0.0003622185,0.0007799032,0.0005061234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003727084,"about_ca_system_score_gemma":0.0002871778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003550175,"about_ca_topic_score_gemma":0.004634531,"domain_scores_codex":[0.9998873,0.000004236832,0.000004202073,0.00004490734,0.00002067601,0.00003875351],"domain_scores_gemma":[0.9997538,0.000030164,0.00007244971,0.00004135791,0.0000313562,0.00007087205],"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":[0.002889661,0.0001298474,0.001138882,0.00005782908,0.000033019,0.0003442536,0.000107822,0.0001334052,0.9889529,0.0003098408,0.0001531816,0.005749381],"study_design_scores_gemma":[0.00008949446,0.001670163,0.09113703,0.00001567028,0.0001228489,0.0007784878,0.0004541284,0.0009250028,0.9030846,0.0005159918,0.001161785,0.0000447671],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967768,0.0003536238,0.001137125,0.0000640928,0.00004328621,0.00001147612,0.0005205739,0.0000743245,0.00101875],"genre_scores_gemma":[0.9910969,0.0006726942,0.0008602072,0.00004563627,0.00001624659,0.0000432803,0.0005157506,0.00005001535,0.006699243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003864032,"threshold_uncertainty_score":0.01292646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412764588","doi":"10.1007/s11571-025-10310-5","title":"Differential impact of repetitive transcranial magnetic stimulation on alzheimer’s disease symptomology: evidence from electrovestibulography","year":2025,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Manitoba Health","funders":"Weston Brain Institute","keywords":"Transcranial magnetic stimulation; Disease; Neuroscience; Stimulation; Alzheimer's disease; Medicine; Brain stimulation; Deep transcranial magnetic stimulation; Physical medicine and rehabilitation; Psychology; Pathology","authors":[{"name":"Zeinab Dastgheib","is_ca":true},{"name":"Brian Lithgow","is_ca":true},{"name":"Zahra Moussavi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03305822091444241,"gpt":0.3271033268860028,"spread":0.2940451059715604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001455979,0.0004329942,0.0005585012,0.001071419,0.0002908671,0.0006491898,0.0003981334,0.0007351222,0.001997593],"category_scores_gemma":[0.008445639,0.0001342946,0.0006015168,0.0007983518,0.0009467658,0.000633044,0.0004042178,0.0003672087,0.0002051743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185069,"about_ca_system_score_gemma":0.000262985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001233293,"about_ca_topic_score_gemma":0.001391492,"domain_scores_codex":[0.9994264,0.0002171055,0.00007201281,0.0001000664,0.0001291813,0.00005542564],"domain_scores_gemma":[0.9947705,0.003598695,0.0006406294,0.0004765412,0.0002830477,0.0002305823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01838216,0.00111594,0.894074,0.0004645896,0.002571758,0.003292985,0.0006948583,0.0002439724,0.009311049,0.0002647427,0.0002308068,0.06935311],"study_design_scores_gemma":[0.00008622738,0.000961736,0.9973007,0.00002063769,0.0002576175,0.0006593338,0.0001073595,0.00004215119,0.000276291,0.0001343277,0.0001480009,0.000005703259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916688,0.005381915,0.00007412148,0.0001128274,0.0000209708,0.0000117195,0.0001091513,0.000002858285,0.002617714],"genre_scores_gemma":[0.9980885,0.001480857,0.00005316096,0.00007668564,0.00005083662,0.000003828688,0.0001251198,0.000001512277,0.000119477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001997593,"threshold_uncertainty_score":0.007700026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}