{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"4394446ebc05","filters":{"venue":"Nanoscience and technology"}},"results":[{"id":"W1662784304","doi":"10.1007/978-3-540-72494-0","title":"Charge Migration in DNA","year":2007,"lang":"en","type":"book","venue":"Nanoscience and technology","topic":"DNA and Nucleic Acid Chemistry","field":"Biochemistry, Genetics and Molecular Biology","cited_by":97,"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":"Charge (physics); Helix (gastropod); Materials science; Chemical physics; Focus (optics); Nanotechnology; DNA; Engineering physics; Optics; Physics; Genetics; Biology; Ecology; Quantum mechanics","authors":[{"name":"Tapash Chakraborty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00450026311331501,"gpt":0.2205726682298725,"spread":0.2160724051165575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001304681,0.0001695113,0.000166147,0.0002236844,0.0000530611,0.00001104279,0.0002684537,0.001045802,0.00001539311],"category_scores_gemma":[0.00005400455,0.0001670311,0.00002854757,0.0001698166,0.0004414772,0.000002761953,0.000153631,0.0002206175,0.00001477853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002520576,"about_ca_system_score_gemma":0.0001558399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003297897,"about_ca_topic_score_gemma":0.00005964712,"domain_scores_codex":[0.9989687,0.000003718758,0.0001751323,0.0004801468,0.0001056072,0.0002666694],"domain_scores_gemma":[0.9995378,0.000004121199,0.00008342562,0.0002947863,0.00003951904,0.00004032155],"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":[0.000009533464,0.00002406509,0.001165414,0.00002473034,0.000005257858,0.00001860916,0.000009955934,3.096135e-8,0.9768367,0.001323819,0.01112202,0.009459794],"study_design_scores_gemma":[0.0001901518,0.0001229325,0.0000597276,0.00003765602,0.000005525246,0.00004418845,0.00001534191,0.000004095854,0.501582,0.001519716,0.4962017,0.0002169364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8009632,0.003537531,0.00006150712,0.0007691224,0.0002559262,0.0002278842,0.00002066571,0.00006029376,0.1941038],"genre_scores_gemma":[0.3257462,0.002495458,0.0002296562,0.0003907273,0.000224118,0.00002247544,0.0001682823,0.00003633152,0.6706867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4850797,"threshold_uncertainty_score":0.806618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2528650350","doi":"10.1007/978-3-319-41990-9_2","title":"Single Atom Gas Field Ion Sources for Scanning Ion Microscopy","year":2016,"lang":"en","type":"book-chapter","venue":"Nanoscience and technology","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Field ion microscope; Materials science; Ion; Ion beam; Ion source; Focused ion beam; Ion current; Field (mathematics); Atom probe; Atomic physics; Fabrication; Current (fluid); Etching (microfabrication); Nanotechnology; Optoelectronics; Electrical engineering; Physics; Engineering; Transmission electron microscopy","authors":[{"name":"Radovan Urban","is_ca":true},{"name":"Robert A. Wolkow","is_ca":true},{"name":"Jason Pitters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00929884490077232,"gpt":0.2308713991246654,"spread":0.2215725542238931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005939394,0.000219887,0.0002607015,0.0003669486,0.0001084699,0.00003829768,0.0002178844,0.0005876375,0.00003539184],"category_scores_gemma":[0.00003327158,0.000197133,0.00002882655,0.00005851737,0.0002157735,0.0001431774,0.00008264193,0.0001168215,0.000008036483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004686415,"about_ca_system_score_gemma":0.00001464364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.97557e-7,"about_ca_topic_score_gemma":0.000001233701,"domain_scores_codex":[0.9991251,0.000001727595,0.0002203226,0.0003245368,0.00007702969,0.0002513218],"domain_scores_gemma":[0.9995449,0.00004119954,0.0001045106,0.0002207675,0.00005675289,0.00003186617],"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":[0.000003924755,0.000001711494,0.000009195957,0.00004856189,0.000003398236,0.000001351162,0.00001464088,3.58759e-7,0.9505091,0.02676084,0.0001936337,0.02245331],"study_design_scores_gemma":[0.00007056917,0.0001186403,6.024458e-7,0.0002122466,0.000005811948,0.000009723972,0.000003756869,0.000009258726,0.7423853,0.03620538,0.2207967,0.0001820055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2502558,0.00424715,0.6548763,0.003189167,0.005133878,0.00287195,0.000375061,0.0109314,0.06811929],"genre_scores_gemma":[0.6756718,0.01130908,0.08176651,0.0009977228,0.00162128,0.0007369277,0.000137203,0.0007967734,0.2269627],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5731098,"threshold_uncertainty_score":0.8038849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1172810337","doi":"10.1007/978-3-319-18293-3_8","title":"Directed Assembly and Self-organization of Metal Nanoparticles in Two and Three Dimensions","year":2015,"lang":"en","type":"book-chapter","venue":"Nanoscience and technology","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Materials science; Nanoparticle; Nanotechnology; Metal; Metallurgy","authors":[{"name":"S. Holger Eichhorn","is_ca":true},{"name":"Jonathan K. Yu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01675046611679752,"gpt":0.2436750410674454,"spread":0.2269245749506479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002159398,0.0001309891,0.0002704797,0.0002045001,0.0001044182,0.00002710986,0.0001219628,0.0001394345,0.00001481418],"category_scores_gemma":[0.00007532882,0.000108322,0.000008788718,0.0002175589,0.0005068749,0.00009856477,0.0001842306,0.00007551585,0.000005491153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001243143,"about_ca_system_score_gemma":0.00005568876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003819778,"about_ca_topic_score_gemma":0.0001654408,"domain_scores_codex":[0.9991072,0.00000943968,0.0002305819,0.0003574325,0.0001320651,0.0001632187],"domain_scores_gemma":[0.999482,0.000046341,0.0001207335,0.0001815163,0.0001121526,0.00005720246],"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":[0.000001117362,0.00002915392,0.002375443,0.000007153929,0.000002224944,0.000001796879,0.00004424978,2.422281e-7,0.890529,0.1051243,0.00001306306,0.00187222],"study_design_scores_gemma":[0.0003755438,0.0001081421,0.002221165,0.00008105805,0.00006385861,0.00003811527,0.00005262121,0.0001605291,0.9457958,0.04922112,0.00163715,0.0002448853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969922,0.001309171,0.000004779398,0.0004168659,0.00003260983,0.0001585488,0.00001269591,0.0001016813,0.0009714658],"genre_scores_gemma":[0.9983718,0.0003905145,0.000745257,0.00001199791,0.000005909505,0.000007580477,0.000001164739,0.000009886285,0.0004558574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0559032,"threshold_uncertainty_score":0.4417245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229775614","doi":"10.1007/978-3-540-36807-6_1","title":"Friction Force Microscopy","year":2007,"lang":"en","type":"book-chapter","venue":"Nanoscience and technology","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Atomic force microscopy; Microscopy; Composite material; Nanotechnology; Optics; Physics","authors":[{"name":"Roland Bennewitz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01101188662006559,"gpt":0.2815185201622059,"spread":0.2705066335421403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000814126,0.0002215456,0.0002149885,0.0003485848,0.0002687669,0.00003628389,0.0002747664,0.0003568758,0.0002377628],"category_scores_gemma":[0.000001518835,0.000214267,0.00005248064,0.0001608618,0.0005305472,0.00005856333,0.0001359023,0.0003653805,0.00006824117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002574665,"about_ca_system_score_gemma":0.00004921766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002690152,"about_ca_topic_score_gemma":0.000003367783,"domain_scores_codex":[0.9989596,0.000001210473,0.0002108958,0.0004522528,0.00009806061,0.0002779548],"domain_scores_gemma":[0.99937,0.00001218342,0.0001515064,0.0003457456,0.00007027496,0.00005022514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001126901,0.000009984175,0.0002050637,0.000004262222,0.000006347633,7.322253e-7,0.000007516617,4.51348e-8,0.03685949,0.9290575,0.00134737,0.03250051],"study_design_scores_gemma":[0.0000856019,0.0000836558,0.000005398429,0.00005125957,0.00002209961,0.000007079197,0.00002566635,0.00001491576,0.08207589,0.2911265,0.6262298,0.0002721092],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002430458,0.0005191044,0.03242052,0.0004966157,0.000169782,0.0005032037,0.0000812521,0.0003878646,0.9629912],"genre_scores_gemma":[0.1274916,0.0002562603,0.01065189,0.0001871695,0.0002128018,0.00007816613,0.00006649866,0.00007119658,0.8609844],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.637931,"threshold_uncertainty_score":0.8737553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W181595418","doi":"10.1007/978-3-662-44611-9_6","title":"Magnetic Properties of Gated Graphene Nanostructures","year":2014,"lang":"en","type":"book-chapter","venue":"Nanoscience and technology","topic":"Graphene research and applications","field":"Materials 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":"University of Ottawa; National Research Council Canada","funders":"","keywords":"Materials science; Graphene; Nanostructure; Nanotechnology","authors":[{"name":"A. D. Güçlü","is_ca":false},{"name":"Paweł Potasz","is_ca":false},{"name":"Marek Korkusiński","is_ca":true},{"name":"Paweł Hawrylak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01308617187741051,"gpt":0.2218574188587221,"spread":0.2087712469813116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001568822,0.0002000153,0.0003286442,0.0005525243,0.0001746934,0.00003164753,0.0006001476,0.0003700969,0.0001812735],"category_scores_gemma":[0.00006907167,0.0001499475,0.00004215386,0.0002313934,0.002795473,0.00003863903,0.0002278068,0.000191231,0.00004126298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008948114,"about_ca_system_score_gemma":0.0001041304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002612833,"about_ca_topic_score_gemma":0.00002178955,"domain_scores_codex":[0.9986175,0.00001062136,0.0002705315,0.0004803129,0.0003005512,0.0003204615],"domain_scores_gemma":[0.9990837,0.00001805291,0.0001632531,0.0004742314,0.0001865642,0.00007420359],"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":[0.000003635553,0.000004581274,0.00002209455,0.00003586619,0.000001805701,0.000001056848,0.000007748935,9.367577e-8,0.7248726,0.2679011,0.00016862,0.006980818],"study_design_scores_gemma":[0.000135534,0.0003162635,0.00003952931,0.000134998,0.00001775707,0.00003131594,0.0000152112,0.000009326182,0.8190535,0.1440972,0.03593086,0.0002185815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.893703,0.0220757,0.0003801693,0.00304461,0.000481987,0.001668632,0.0001742588,0.0007072689,0.07776433],"genre_scores_gemma":[0.9728073,0.0007799158,0.0004972861,0.00003714654,0.00001826111,0.00002515437,0.000003101021,0.00001776262,0.02581405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1238039,"threshold_uncertainty_score":0.9999183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W76609326","doi":"10.1007/978-1-4020-6330-5_12","title":"Coarse-Grained Modeling of Mesophase Dynamics in Block Copolymers","year":2007,"lang":"en","type":"book-chapter","venue":"Nanoscience and technology","topic":"Block Copolymer Self-Assembly","field":"Materials 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":"McGill University","funders":"","keywords":"Mesoscopic physics; Mesophase; Copolymer; Materials science; Molecular dynamics; Granularity; Statistical physics; Chemical physics; Physics; Condensed matter physics; Computational chemistry; Liquid crystal; Composite material; Polymer; Computer science; Chemistry","authors":[{"name":"Zhi-Feng Huang","is_ca":true},{"name":"Jorge Viñnals","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01599123821899715,"gpt":0.2512780949002883,"spread":0.2352868566812912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005218975,0.000395413,0.0007158864,0.001626817,0.0001246474,0.0000277019,0.0008549368,0.001061197,0.00005578183],"category_scores_gemma":[0.00007928143,0.0003940029,0.00006399439,0.0004887887,0.001298822,0.0001327908,0.0003946335,0.0004649184,0.00002305488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901522,"about_ca_system_score_gemma":0.0003064389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001892335,"about_ca_topic_score_gemma":0.000715548,"domain_scores_codex":[0.9973299,0.00001285439,0.0007132813,0.0008615588,0.0004637684,0.0006186651],"domain_scores_gemma":[0.9986871,0.00006825018,0.0003578543,0.0006359978,0.0001489449,0.0001018367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007920959,0.0001354525,0.0002158451,0.0001259679,0.00001888629,0.0002683045,0.0001490931,0.00005838228,0.3240316,0.6561853,0.00006032881,0.01867164],"study_design_scores_gemma":[0.003645516,0.001593347,0.000005444082,0.001291389,0.000235227,0.0006264209,0.001156,0.2055023,0.6795185,0.1008186,0.00272021,0.00288705],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7238006,0.01567036,0.00244798,0.001971543,0.002258881,0.001627718,0.0002544964,0.001010611,0.2509578],"genre_scores_gemma":[0.9884835,0.0003334557,0.001644956,0.0001076102,0.00002548675,0.0000111003,0.000006143318,0.00004837721,0.009339412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5553666,"threshold_uncertainty_score":0.9998512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W178201348","doi":"10.1007/978-3-642-22984-8_13","title":"Exploring Quantum Transport in Graphene Ribbons with Lattice Defects and Adsorbates","year":2011,"lang":"en","type":"book-chapter","venue":"Nanoscience and technology","topic":"Graphene research and applications","field":"Materials Science","cited_by":1,"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":"Graphene; Materials science; Condensed matter physics; Conductance; Quantum; Graphene nanoribbons; Atom (system on chip); Ballistic conduction; Scattering; Electron; Nanotechnology; Physics; Quantum mechanics","authors":[{"name":"George Kirczenow","is_ca":true},{"name":"S. Ihnatsenka","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06019114157660512,"gpt":0.2425372034103472,"spread":0.182346061833742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002396648,0.0002357338,0.00031356,0.0007680742,0.0001965842,0.00002843807,0.0003483613,0.0002095128,0.00003337256],"category_scores_gemma":[0.00002153301,0.000188034,0.00002343528,0.0003856634,0.001587331,0.0002894087,0.00009835995,0.00032109,0.00001944075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001360851,"about_ca_system_score_gemma":0.00009329185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001242219,"about_ca_topic_score_gemma":0.0004974461,"domain_scores_codex":[0.9984226,0.000008348662,0.000210322,0.0006793897,0.0002180876,0.0004612355],"domain_scores_gemma":[0.9993214,0.00005074672,0.00009297248,0.0003505869,0.00006704279,0.0001172282],"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":[0.00002138557,0.00003481561,0.003887238,0.00005492125,0.000004928367,0.00005548725,0.0001332207,1.88224e-7,0.1040638,0.8883262,0.000006749818,0.003411115],"study_design_scores_gemma":[0.001323037,0.001751347,0.01616163,0.001016097,0.0001199428,0.000325055,0.0004350673,0.00002518989,0.2036885,0.7548913,0.01864968,0.001613121],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877313,0.001157817,0.0001105853,0.0003588529,0.00004635292,0.0003630874,0.00002730959,0.0001512875,0.01005346],"genre_scores_gemma":[0.992883,0.004826426,0.000548555,0.00002113001,0.000009656155,0.0001605956,0.000003243741,0.00002189168,0.001525543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1334349,"threshold_uncertainty_score":0.7667805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W101649568","doi":"10.1007/978-3-662-44611-9_5","title":"Electron–Electron Interactions in Graphene Quantum Dots","year":2014,"lang":"en","type":"book-chapter","venue":"Nanoscience and technology","topic":"Graphene research and applications","field":"Materials Science","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 Ottawa; National Research Council Canada","funders":"","keywords":"Graphene; Quantum dot; Electron; Condensed matter physics; Physics; Materials science; Quantum mechanics","authors":[{"name":"A. D. Güçlü","is_ca":false},{"name":"Paweł Potasz","is_ca":false},{"name":"Marek Korkusiński","is_ca":true},{"name":"Paweł Hawrylak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01392307949254445,"gpt":0.2840658973440463,"spread":0.2701428178515018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003063217,0.0002416061,0.0003283304,0.00123415,0.0002449948,0.00006411583,0.0006030718,0.0002424689,0.0001225259],"category_scores_gemma":[0.00006867012,0.0002201503,0.00004969101,0.0004760595,0.0009092853,0.0001266499,0.0001789357,0.0006003429,0.000205362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006920836,"about_ca_system_score_gemma":0.0001575864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000697566,"about_ca_topic_score_gemma":0.0004882423,"domain_scores_codex":[0.9980568,0.00001679107,0.000297865,0.0007196337,0.0002654747,0.0006434512],"domain_scores_gemma":[0.9991093,0.00006328331,0.0001447879,0.0004887588,0.00009551058,0.00009838938],"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":[0.000004713972,0.00001573988,0.00004889026,0.000007832912,0.000002031719,0.000003617465,0.000006806242,2.075384e-7,0.3071831,0.6898854,0.0002755652,0.002566177],"study_design_scores_gemma":[0.0002873651,0.0004078411,0.0001891027,0.0001156969,0.00001642744,0.00009209928,0.00001820782,0.00008923774,0.1945742,0.579906,0.2238197,0.0004841378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7973832,0.00469315,0.002416021,0.01192887,0.0007564423,0.001977924,0.00009227118,0.001094114,0.179658],"genre_scores_gemma":[0.9690445,0.001607187,0.0001889337,0.00008575237,0.00004542141,0.0001328692,0.00001052812,0.00002694748,0.02885788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2235441,"threshold_uncertainty_score":0.8977468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}