{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":426,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":426,"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":"82226d2b13ec","filters":{"venue":"Nanomaterials"}},"results":[{"id":"W4206613217","doi":"10.3390/nano12020294","title":"A Comprehensive Review of Graphitic Carbon Nitride (g-C3N4)–Metal Oxide-Based Nanocomposites: Potential for Photocatalysis and Sensing","year":2022,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":415,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Photocatalysis; Graphitic carbon nitride; Materials science; Heterojunction; Photodegradation; Oxide; Nanocomposite; Metal; Nanotechnology; Supercapacitor; Optoelectronics; Catalysis; Electrochemistry; Chemistry; Electrode; Metallurgy","authors":[{"name":"Amirhossein Alaghmandfard","is_ca":true},{"name":"Khashayar Ghandi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03484154082917889,"gpt":0.3194562850737467,"spread":0.2846147442445678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007502265,0.001045704,0.006090526,0.0008031896,0.0001934836,0.00005728483,0.0005558221,0.0003717096,0.0001949314],"category_scores_gemma":[0.0002492023,0.0009725156,0.001675608,0.0009169153,0.0002328421,0.00009808801,0.0003208409,0.0002057165,0.000003262103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083687,"about_ca_system_score_gemma":0.0002703644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004952046,"about_ca_topic_score_gemma":0.000006592849,"domain_scores_codex":[0.9943834,0.0008889277,0.002513128,0.001116862,0.000529421,0.0005682841],"domain_scores_gemma":[0.9951746,0.000926659,0.002260082,0.001245679,0.0002542346,0.0001387314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001643749,0.0001714385,2.55816e-7,0.5641322,0.001773056,0.0001001483,0.0000256528,0.00002160152,0.1265408,0.0000840829,0.00009257375,0.3068938],"study_design_scores_gemma":[0.0005053905,0.0001705698,1.075833e-7,0.04324527,0.007357317,0.0001622004,0.000008126042,0.00003216056,0.09844761,0.0002009882,0.8489042,0.000966092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001495696,0.9909753,0.0001611598,0.000004380724,0.0002850525,0.005947949,0.000768983,0.0002669743,0.00009451941],"genre_scores_gemma":[0.0001956834,0.9870465,0.006943357,0.000138035,0.0001092416,0.001962962,0.003322041,0.0002553899,0.00002678681],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8488116,"threshold_uncertainty_score":0.9992725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082603359","doi":"10.3390/nano10091700","title":"Application of Nanomaterials in Biomedical Imaging and Cancer Therapy","year":2020,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Nanoplatforms for cancer theranostics","field":"Engineering","cited_by":392,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Toronto Metropolitan University","funders":"","keywords":"Photothermal therapy; Radiation therapy; Medical imaging; Nanotechnology; Nanomaterials; Positron emission tomography; Cancer therapy; Medicine; Materials science; Photodynamic therapy; Photoacoustic imaging in biomedicine; Magnetic resonance imaging; Cancer; Cancer imaging; Medical physics; Radiology; Chemistry; Internal medicine","authors":[{"name":"Sarkar Siddique","is_ca":true},{"name":"James C. L. Chow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0195676140455797,"gpt":0.2952171789369908,"spread":0.2756495648914111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002421086,0.000447261,0.002069116,0.000242527,0.00001810444,0.00005108385,0.0002783907,0.0002885934,0.0001027746],"category_scores_gemma":[0.00001987279,0.0003749571,0.0001168502,0.0003126692,0.00008196219,0.000108398,0.00006065064,0.00008599034,0.00001754509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659258,"about_ca_system_score_gemma":0.0001243575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004064921,"about_ca_topic_score_gemma":0.000001824346,"domain_scores_codex":[0.99801,0.0000563779,0.001135848,0.0003291263,0.000175756,0.0002928984],"domain_scores_gemma":[0.9992455,0.00009030815,0.0002805717,0.0002734372,0.00002133343,0.00008881394],"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":[0.000009596993,0.00001194959,0.000007593329,0.01065738,0.00008012325,0.000009115312,0.00007439388,0.000001248186,0.09137142,0.00002489653,0.00006125154,0.897691],"study_design_scores_gemma":[0.0004140947,0.00002007979,0.000004682667,0.002769649,0.00009418822,0.00002073783,0.000003163968,0.00005324995,0.01070253,0.00006117702,0.9854884,0.0003681043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001628197,0.9951557,0.0001163048,0.000006658976,0.001300263,0.001050298,0.0005475652,0.0001626607,0.00003237692],"genre_scores_gemma":[0.002004636,0.9966452,0.0001942715,0.00001093404,0.0003809051,0.0004999493,0.000124084,0.0001365694,0.000003499566],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9854271,"threshold_uncertainty_score":0.9998702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049304483","doi":"10.3390/nano10081606","title":"Sulfide and Oxide Inorganic Solid Electrolytes for All-Solid-State Li Batteries: A Review","year":2020,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":310,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Hydro-Québec","funders":"","keywords":"Electrolyte; Fast ion conductor; Materials science; Flammable liquid; Oxide; Sulfide; Electrochemistry; Energy storage; Battery (electricity); Nanotechnology; Chemistry; Waste management; Metallurgy; Electrode; Engineering","authors":[{"name":"M. V. Reddy","is_ca":true},{"name":"C. Julien","is_ca":false},{"name":"A. Mauger","is_ca":false},{"name":"Karim Zaghib","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02382371583772708,"gpt":0.3022040945033632,"spread":0.2783803786656361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002812745,0.0009660074,0.004128144,0.0001413173,0.00007688498,0.00021635,0.0005265606,0.0003963062,0.0001245856],"category_scores_gemma":[0.0002594197,0.0008021266,0.0002820207,0.0001958565,0.00007984363,0.0002106937,0.0002365416,0.0001639053,0.0001001317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001169148,"about_ca_system_score_gemma":0.00007334097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001750393,"about_ca_topic_score_gemma":0.000001823262,"domain_scores_codex":[0.9969177,0.00008693834,0.001469401,0.0006532803,0.000137691,0.0007350123],"domain_scores_gemma":[0.9986556,0.0002149834,0.0004059383,0.0005560767,0.00004720476,0.0001201652],"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":[0.0000236713,0.00001901882,2.395419e-7,0.3517897,0.0008526148,0.00006432352,0.0000366254,0.000003224994,0.09840085,0.00006639322,0.007183791,0.5415595],"study_design_scores_gemma":[0.0001860644,0.0001020376,3.545017e-7,0.01818353,0.0006715666,0.0001340273,0.000001899812,0.000002807477,0.02533293,0.0003476707,0.9542283,0.0008087421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006503486,0.9936904,0.000336243,0.00009406512,0.0006821434,0.002275979,0.0008709091,0.001381865,0.0000180002],"genre_scores_gemma":[0.0001160966,0.9964748,0.0009309803,0.0002843666,0.0002514199,0.001315679,0.0002804029,0.0003004035,0.00004587687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9470446,"threshold_uncertainty_score":0.9994429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295086788","doi":"10.3390/nano12173066","title":"Current Research on Zinc Oxide Nanoparticles: Synthesis, Characterization, and Biomedical Applications","year":2022,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":285,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Paraza Pharma (Canada)","funders":"","keywords":"Biocompatibility; Nanotechnology; Nanocarriers; Nanoparticle; Materials science; Nanomedicine; Biocompatible material; Antifungal; Chemistry; Combinatorial chemistry; Organic chemistry; Biomedical engineering; Biology; Microbiology","authors":[{"name":"Ashok Kumar Mandal","is_ca":false},{"name":"Saurav Katuwal","is_ca":false},{"name":"Felix Tettey","is_ca":false},{"name":"Aakash Gupta","is_ca":false},{"name":"Salyan Bhattarai","is_ca":true},{"name":"Shankar Jaisi","is_ca":false},{"name":"Devi Prasad Bhandari","is_ca":false},{"name":"Ajay Kumar Shah","is_ca":false},{"name":"Narayan Bhattarai","is_ca":false},{"name":"Niranjan Parajuli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1436546991928936,"gpt":0.4074010506002248,"spread":0.2637463514073312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003939072,0.0004510629,0.001369084,0.0004239491,0.0009436927,0.000445746,0.0008574141,0.0002186903,0.003302805],"category_scores_gemma":[0.0004486268,0.0003672248,0.0001618382,0.0008565838,0.0004231364,0.0001316196,0.0005035241,0.0002410196,0.00179881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242886,"about_ca_system_score_gemma":0.0003926964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000932477,"about_ca_topic_score_gemma":6.079163e-7,"domain_scores_codex":[0.994263,0.001808378,0.001266984,0.001102275,0.000852321,0.0007070306],"domain_scores_gemma":[0.9959434,0.002123941,0.0005034995,0.001039478,0.00008394219,0.0003057541],"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":[0.00001106305,0.0003917751,5.547921e-7,0.002502247,0.00001611441,0.000002725471,0.0000304961,4.322894e-8,0.4057788,0.00304243,0.0004561787,0.5877675],"study_design_scores_gemma":[0.00006994063,0.00004205153,0.00001014972,0.001434731,0.0001592283,0.00002099717,0.00001797471,5.942731e-7,0.04990036,0.0000974407,0.9478959,0.0003506204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03380465,0.9595131,0.00007044983,0.0001609682,0.0005739179,0.003308531,0.002219192,0.0002809584,0.000068232],"genre_scores_gemma":[0.001395332,0.9820931,0.0001809121,0.00002200935,0.0004587403,0.01535535,0.0003221029,0.00009878172,0.00007366429],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9474397,"threshold_uncertainty_score":0.999878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2620373091","doi":"10.3390/nano7060122","title":"A Review of the Structure, Preparation, and Application of NLCs, PNPs, and PLNs","year":2017,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":270,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Science and Technology Planning Project of Guangdong Province; Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Nanotechnology; Biocompatibility; Drug delivery; Nanoparticle; Solid lipid nanoparticle; Drug; Materials science; Polymer; Liposome; Controlled release; Drug carrier; Pharmacology; Medicine","authors":[{"name":"Qianwen Li","is_ca":false},{"name":"Tiange Cai","is_ca":false},{"name":"Yinghong Huang","is_ca":false},{"name":"Xi Xia","is_ca":false},{"name":"Susan P.C. Cole","is_ca":true},{"name":"Yu Cai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1537963059010543,"gpt":0.5170292721511076,"spread":0.3632329662500533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005656723,0.0002517212,0.001279143,0.00004023501,0.0001341907,0.000009837744,0.0003631033,0.0003470945,0.000161902],"category_scores_gemma":[0.0001267391,0.000168354,0.0001071488,0.00005467135,0.0003880777,0.00007306242,0.0001505938,0.0001566674,0.000002852262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001991012,"about_ca_system_score_gemma":0.0001114265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006172687,"about_ca_topic_score_gemma":0.000002677923,"domain_scores_codex":[0.9980425,0.0005887034,0.0008577215,0.0002750499,0.0001001167,0.0001358888],"domain_scores_gemma":[0.9977825,0.0001768201,0.001439226,0.0004684646,0.00008826806,0.00004477268],"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":[0.00003058479,0.00003991036,0.0000313603,0.2301931,0.0002732522,5.803377e-7,0.00006905536,6.226017e-7,0.001959083,0.0004191748,0.0007157065,0.7662676],"study_design_scores_gemma":[0.0001953539,0.00002362761,0.0000130791,0.01321502,0.001307928,0.00002648121,9.001897e-7,0.000002331705,0.002803802,0.0001426696,0.9821321,0.0001366542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003282935,0.9956599,0.00001912097,0.0000209912,0.0006291772,0.002035951,0.00113039,0.000009868613,0.0001663438],"genre_scores_gemma":[0.001274008,0.9980899,0.00009515088,0.0001601997,0.00009767551,0.00008955324,0.00009111336,0.00002075735,0.00008161862],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9814165,"threshold_uncertainty_score":0.6865277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281792852","doi":"10.3390/nano12111922","title":"Reactive Oxygen Species Formed by Metal and Metal Oxide Nanoparticles in Physiological Media—A Review of Reactions of Importance to Nanotoxicity and Proposal for Categorization","year":2022,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":229,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Kungliga Tekniska Högskolan; Karolinska Institutet","keywords":"Metal; Reactive oxygen species; Biomolecule; Oxide; Chemistry; Nanotoxicology; Radical; Nanoparticle; Surface charge; Dissolution; Nanotechnology; Materials science; Organic chemistry; Biochemistry; Physical chemistry","authors":[{"name":"Amanda Kessler","is_ca":false},{"name":"Jonas Hedberg","is_ca":true},{"name":"Eva Blomberg","is_ca":false},{"name":"Inger Odnevall Wallinder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06344806252657861,"gpt":0.3211829522582558,"spread":0.2577348897316772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001635027,0.0002861873,0.001894222,0.000101264,0.0001036527,0.00002689077,0.0002254568,0.0001125736,0.0002491115],"category_scores_gemma":[0.001063775,0.0002137421,0.0001405464,0.0003311072,0.0001462467,0.0001741597,0.0001626323,0.00004821504,0.000002283315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007408019,"about_ca_system_score_gemma":0.0001667207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000421024,"about_ca_topic_score_gemma":0.00001595684,"domain_scores_codex":[0.9971605,0.0004151087,0.001410197,0.0005180626,0.0002345081,0.0002616515],"domain_scores_gemma":[0.9979124,0.0006135607,0.001020374,0.0002945561,0.00007429159,0.00008480094],"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":[0.00002802645,0.0001266777,0.000003068459,0.01192656,0.00002409893,4.048543e-7,0.00004664901,8.825856e-8,0.9822038,0.001517978,0.0001050342,0.004017548],"study_design_scores_gemma":[0.0001747927,0.0001376898,0.00009724704,0.003645754,0.0004121058,0.000011021,0.00005455947,5.223446e-7,0.9068754,0.0007242625,0.08758568,0.000280912],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4060134,0.5894431,0.00001312,0.00006141864,0.00009273268,0.002731499,0.001611931,0.00002172691,0.00001108587],"genre_scores_gemma":[0.03032317,0.9651676,0.001721466,0.00002377926,0.00003891121,0.002443268,0.0002315645,0.00003136805,0.00001886862],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3757245,"threshold_uncertainty_score":0.8716151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2430048569","doi":"10.3390/nano6060116","title":"Human Serum Albumin Nanoparticles for Use in Cancer Drug Delivery: Process Optimization and In Vitro Characterization","year":2016,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":187,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Victoria Hospital; Université de Montréal","funders":"","keywords":"Drug delivery; Drug; Cancer; In vitro; Nanoparticle; Human serum albumin; Albumin; Characterization (materials science); Process (computing); Chemistry; Pharmacology; Nanotechnology; Materials science; Medicine; Biochemistry; Computer science; Internal medicine","authors":[{"name":"Nikita Lomis","is_ca":false},{"name":"Susan Westfall","is_ca":false},{"name":"Leila Farahdel","is_ca":false},{"name":"Meenakshi Malhotra","is_ca":true},{"name":"Dominique Shum‐Tim","is_ca":true},{"name":"Satya Prakash","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0199838046915035,"gpt":0.2657087234089422,"spread":0.2457249187174388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006967296,0.0002054913,0.0003450498,0.0001822012,0.00009242789,0.0001900605,0.0001563797,0.00009075314,0.0002160329],"category_scores_gemma":[0.00009671096,0.0001644539,0.00002287786,0.0001923364,0.00008542436,0.001314383,0.00006087152,0.00002032609,0.00001665875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001564744,"about_ca_system_score_gemma":0.00008595887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001635949,"about_ca_topic_score_gemma":0.0002608784,"domain_scores_codex":[0.9980677,0.0001851159,0.0005940853,0.0004893492,0.0001717137,0.0004920153],"domain_scores_gemma":[0.9992751,0.0001140239,0.000222032,0.0002047488,0.0001124985,0.00007161132],"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":[0.0003881904,0.0001019753,0.005169874,0.00007450892,0.000002430874,0.000004602607,0.000234235,0.0003304014,0.9931194,0.00001470899,0.00001094406,0.0005487204],"study_design_scores_gemma":[0.001983643,0.00003588513,0.008753264,0.0001657852,0.00001209471,0.000001695179,0.00002394636,0.0006524046,0.9880151,0.00008972996,0.00002071686,0.0002457749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978541,0.00003463681,0.0001138862,0.0002742517,0.0003360864,0.0008542197,0.0004496289,0.00008221476,0.000001047058],"genre_scores_gemma":[0.9984179,0.00003080688,0.0007454377,0.000113785,0.00008356569,0.000480231,0.00003043237,0.00003812306,0.00005977504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005104348,"threshold_uncertainty_score":0.6706237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312196586","doi":"10.3390/nano12244470","title":"Mechanisms of Antifungal Properties of Metal Nanoparticles","year":2022,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":175,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Antifungal; Nanotechnology; Nanoparticle; Hypha; Chemistry; Biophysics; Biology; Microbiology; Materials science","authors":[{"name":"Yael N. Slavin","is_ca":true},{"name":"Horacio Bach","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0949845863616268,"gpt":0.2998208037145172,"spread":0.2048362173528904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001115259,0.0003087312,0.00203848,0.0001256448,0.0001137368,0.00004691078,0.0006455221,0.0001229833,0.00492074],"category_scores_gemma":[0.0001230138,0.0002222649,0.0003478576,0.0002663811,0.0001648521,0.0001075976,0.000304486,0.00004433635,0.0001156488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000037019,"about_ca_system_score_gemma":0.0002428075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003067968,"about_ca_topic_score_gemma":7.601544e-7,"domain_scores_codex":[0.9969757,0.0004806735,0.001442777,0.0004038221,0.0004019179,0.0002950804],"domain_scores_gemma":[0.9980128,0.0001272082,0.001128311,0.0006215249,0.00005338882,0.00005671486],"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":[0.000009450309,0.0001466237,8.823395e-8,0.005316307,0.00003670327,0.000001207651,0.00003465087,2.90499e-7,0.963802,0.003754829,0.00002330994,0.02687455],"study_design_scores_gemma":[0.00006389424,0.00005863472,3.342962e-7,0.001165744,0.0004068073,0.00001249583,0.00002362716,2.832648e-7,0.8266087,0.0002002683,0.1712712,0.0001879693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.141489,0.8564512,0.000008136825,0.0000045935,0.0004965713,0.000835097,0.0005812871,0.00006041125,0.00007368421],"genre_scores_gemma":[0.1062243,0.8919823,0.0008894178,0.000004793608,0.00005159344,0.0006739969,0.00002089473,0.00006573414,0.00008697119],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1712479,"threshold_uncertainty_score":0.9959889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4317621269","doi":"10.3390/nano13030424","title":"Biogenic Selenium Nanoparticles in Biomedical Sciences: Properties, Current Trends, Novel Opportunities and Emerging Challenges in Theranostic Nanomedicine","year":2023,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Selenium in Biological Systems","field":"Nursing","cited_by":162,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; Université de Moncton","funders":"","keywords":"Nanotechnology; Nanomedicine; Selenium; Chemistry; Biochemical engineering; Nanoparticle; Materials science; Engineering","authors":[{"name":"Marjorie C. Zambonino","is_ca":false},{"name":"Ernesto Mateo Quizhpe","is_ca":false},{"name":"Lynda Mouheb","is_ca":false},{"name":"Ashiqur Rahman","is_ca":false},{"name":"Spiros N. Agathos","is_ca":false},{"name":"Si Amar Dahoumane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4354021549462052,"gpt":0.3925061001282837,"spread":0.04289605481792147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00292684,0.000713074,0.002726296,0.001423521,0.0001335565,0.0001247987,0.0005920066,0.0005507787,0.00006876476],"category_scores_gemma":[0.0004536199,0.0004543517,0.00015501,0.001204704,0.0007289571,0.0001386262,0.0002477311,0.0002424303,0.00004920495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002726276,"about_ca_system_score_gemma":0.0001820812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002037956,"about_ca_topic_score_gemma":0.00007893162,"domain_scores_codex":[0.9944043,0.0009579751,0.002068238,0.001084657,0.0005106225,0.0009742121],"domain_scores_gemma":[0.9983296,0.0005612526,0.0005511398,0.0003413406,0.00003320089,0.0001834875],"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":[0.00005827939,0.0002969629,0.00003240404,0.02312027,0.00005502846,0.00002563833,0.001005442,2.245784e-7,0.03010894,0.0001399936,0.00007189996,0.9450849],"study_design_scores_gemma":[0.001165716,0.0005747649,0.0001401812,0.06067159,0.0002387208,0.0001695438,0.0006901279,0.00001867539,0.0008168113,0.00005706755,0.9343896,0.001067228],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04446343,0.9494593,1.74438e-7,0.0005332183,0.004161257,0.001008202,0.0001367411,0.0002027891,0.00003492655],"genre_scores_gemma":[0.02864242,0.9700031,0.00002438166,0.00001964803,0.000614689,0.0004814003,0.0001018854,0.00008440097,0.00002808258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9440177,"threshold_uncertainty_score":0.9997908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2550197799","doi":"10.3390/nano6110213","title":"Recent Advances in Chiral Nematic Structure and Iridescent Color of Cellulose Nanocrystal Films","year":2016,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":138,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Liquid crystal; Materials science; Nanocrystal; Iridescence; Cellulose; Nanotechnology; Evaporation; Liquid crystalline; Self-assembly; Chemical engineering; Optics; Optoelectronics","authors":[{"name":"Derek G. Gray","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02828199396619133,"gpt":0.3376913229907572,"spread":0.3094093290245659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008017151,0.0007097183,0.003394274,0.0003008541,0.00008976478,0.00008445474,0.0005536341,0.0003265266,0.00179344],"category_scores_gemma":[0.0006067173,0.0004411343,0.0001676137,0.000288204,0.0004802601,0.0003912329,0.0006046586,0.0001387934,0.00006737158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002161521,"about_ca_system_score_gemma":0.0003036198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004364926,"about_ca_topic_score_gemma":0.000009961083,"domain_scores_codex":[0.9954055,0.0006552608,0.001723823,0.0008352276,0.0005640955,0.0008160939],"domain_scores_gemma":[0.9974739,0.0005236376,0.001165382,0.0005540698,0.0001286683,0.0001543232],"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":[0.0001094657,0.0001078363,0.000003949961,0.06123306,0.00005528964,0.00008258741,0.0001678492,0.000001515514,0.2945445,0.0002942392,0.000190179,0.6432095],"study_design_scores_gemma":[0.0006618896,0.0002020063,0.000003564185,0.02311618,0.0001186513,0.00005396227,0.00002993659,7.732565e-7,0.09674653,0.0007719212,0.8776292,0.00066534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01557331,0.9800544,0.00000711902,0.00001441458,0.001069782,0.001886123,0.001196385,0.00004993824,0.0001485072],"genre_scores_gemma":[0.0005726796,0.9976204,0.001048669,0.000005565598,0.0001575642,0.0002032361,0.00004913904,0.0000722101,0.0002705286],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8774391,"threshold_uncertainty_score":0.999804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295007428","doi":"10.3390/nano12183103","title":"Sono-Photocatalytic Activity of Cloisite 30B/ZnO/Ag2O Nanocomposite for the Simultaneous Degradation of Crystal Violet and Methylene Blue Dyes in Aqueous Media","year":2022,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":135,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"University of Tabriz; Bushehr University of Medical Sciences","keywords":"Nanocomposite; Crystal violet; Methylene blue; Catalysis; Photocatalysis; Aqueous solution; Materials science; Nuclear chemistry; Degradation (telecommunications); Chemical engineering; Chemistry; Nanotechnology; Organic chemistry; Microbiology","authors":[{"name":"Rauf Foroutan","is_ca":false},{"name":"Seyed Jamaleddin Peighambardoust","is_ca":false},{"name":"Daria C. Boffito","is_ca":true},{"name":"Bahman Ramavandi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01366136437077371,"gpt":0.268393633284813,"spread":0.2547322689140393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008295556,0.0002433085,0.0006650834,0.0001988944,0.0001389403,0.0000236368,0.0003633242,0.00009862482,0.00008687334],"category_scores_gemma":[0.0002987407,0.000206973,0.000108337,0.0002916071,0.0001452812,0.0001517546,0.0002713861,0.00009005508,6.925123e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311965,"about_ca_system_score_gemma":0.00005673684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892777,"about_ca_topic_score_gemma":0.0005458724,"domain_scores_codex":[0.9980855,0.0002886406,0.0006755052,0.000378701,0.0002951817,0.0002764857],"domain_scores_gemma":[0.9969224,0.001860093,0.0005799514,0.0005079788,0.00008692533,0.00004265026],"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":[0.0007851914,0.0001341175,0.00005164451,0.000107514,0.00006793146,0.000006751528,0.0007107555,0.004714121,0.9807353,0.0002273636,0.00001105576,0.01244826],"study_design_scores_gemma":[0.0007163694,0.0002451921,0.0001433466,0.00003185742,0.00008724663,0.00001988585,0.0001826677,0.002461925,0.9935054,0.0009068169,0.001496331,0.000202988],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955643,0.0004814267,0.001624137,0.00002734857,0.0001524783,0.001516322,0.0005314718,0.00007349999,0.00002903235],"genre_scores_gemma":[0.9961987,0.00009591226,0.00260598,0.00002439991,0.0000363289,0.0007889548,0.0001533956,0.00004798001,0.00004836405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01277008,"threshold_uncertainty_score":0.8440113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082620702","doi":"10.3390/nano3010141","title":"Grafting of Polycaprolactone on Oxidized Nanocelluloses by Click Chemistry","year":2013,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":134,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polycaprolactone; Click chemistry; Polymer chemistry; Fourier transform infrared spectroscopy; Cellulose; X-ray photoelectron spectroscopy; Chemistry; Grafting; Chemical engineering; Contact angle; Materials science; Organic chemistry; Polymer; Composite material","authors":[{"name":"Abdelhaq Benkaddour","is_ca":true},{"name":"Khalil Jradi","is_ca":true},{"name":"Sylvain Robert","is_ca":true},{"name":"Claude Daneault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01271680011996511,"gpt":0.2609810050462107,"spread":0.2482642049262456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005269226,0.0002925137,0.000616926,0.00004775283,0.0001599505,0.0001026754,0.0004261938,0.000126103,0.005189337],"category_scores_gemma":[0.0005084517,0.0002350733,0.00008718106,0.0001444003,0.0002818563,0.0002748441,0.0002271636,0.00007141007,0.0007445061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007073896,"about_ca_system_score_gemma":0.000050403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224398,"about_ca_topic_score_gemma":3.829143e-7,"domain_scores_codex":[0.9975234,0.0001450118,0.0006727995,0.0004783076,0.0005260895,0.0006544125],"domain_scores_gemma":[0.99854,0.0002873821,0.0003767356,0.0004814787,0.000169689,0.0001446459],"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":[0.00009786036,0.0001150305,0.00004005631,0.0001622473,0.00001650952,0.000003225379,0.0000779183,0.000001701662,0.9971218,0.00004382595,0.00203834,0.0002814557],"study_design_scores_gemma":[0.0006536455,0.0000998291,0.00006308136,0.00006605583,0.000008642714,0.000003672094,0.00007931318,0.000003910707,0.9967726,0.0003430744,0.001672889,0.0002332468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949083,0.0005333629,0.00002774061,0.0001231754,0.0002853221,0.0004937595,0.000110743,0.0001450426,0.003372603],"genre_scores_gemma":[0.9965109,0.0001223936,0.001170844,0.00005420827,0.0001476191,0.0001598509,0.00002127704,0.00004096743,0.001771953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004444831,"threshold_uncertainty_score":0.99572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2779865157","doi":"10.3390/nano8010001","title":"A New Label-Free Technique for Analysing Evaporation Induced Self-Assembly of Viral Nanoparticles Based on Enhanced Dark-Field Optical Imaging","year":2017,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":133,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Nanoparticle; Dark field microscopy; Materials science; Nanotechnology; Self-assembly; Evaporation; Optical microscope; Microscopy; Particle (ecology); Tracking (education); Optics; Physics; Composite material; Scanning electron microscope","authors":[{"name":"Ima Ghaeli","is_ca":false},{"name":"Zeinab Hosseinidoust","is_ca":true},{"name":"Hooshiar Zolfagharnasab","is_ca":false},{"name":"Fernando J. Monteiro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01628764739418064,"gpt":0.2730878841070466,"spread":0.2568002367128659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005868852,0.0002295484,0.0004462168,0.0001498438,0.0001765072,0.0002920225,0.0005934448,0.0001889894,0.00001658233],"category_scores_gemma":[0.0006259264,0.0002184638,0.00006650908,0.0000650052,0.0000239288,0.0002591568,0.0001189638,0.00005291357,0.000004102134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005249012,"about_ca_system_score_gemma":0.00005831573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004126327,"about_ca_topic_score_gemma":0.00000702434,"domain_scores_codex":[0.9987148,0.00003337973,0.0005143114,0.0002599654,0.0001587292,0.0003188078],"domain_scores_gemma":[0.9985915,0.000117779,0.0002188698,0.0009466515,0.00007361065,0.0000515458],"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":[0.0000934657,0.00002818478,0.00005995014,0.0001225527,0.00002543507,0.000002110583,0.0000239109,0.0001002889,0.9938047,0.0006346939,0.0001463884,0.004958335],"study_design_scores_gemma":[0.0008561605,0.0002170346,0.0003165326,0.0001475438,0.00004812465,0.00000132856,0.000006100747,0.002847436,0.9933921,0.001902217,0.00002783538,0.000237598],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691145,0.00001401495,0.02847624,0.0001951234,0.0005635075,0.0005630146,0.00001914422,0.0006807812,0.0003736567],"genre_scores_gemma":[0.9241983,0.000004859713,0.07549395,0.00001902698,0.0001146301,0.0001188562,0.000006478494,0.0000405032,0.000003387154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04701771,"threshold_uncertainty_score":0.8908697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998435434","doi":"10.3390/nano10010112","title":"Self-Healable Electro-Conductive Hydrogels Based on Core-Shell Structured Nanocellulose/Carbon Nanotubes Hybrids for Use as Flexible Supercapacitors","year":2020,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":133,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Qinglan Project of Jiangsu Province of China; Government of Jiangsu Province; Priority Academic Program Development of Jiangsu Higher Education Institutions; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China; Nanjing Forestry University","keywords":"Materials science; Supercapacitor; Carbon nanotube; Composite number; Composite material; Polyaniline; Self-healing hydrogels; Capacitance; Nanotechnology; Electrode; Polymer; Polymer chemistry; Polymerization","authors":[{"name":"Huixiang Wang","is_ca":false},{"name":"Subir Kumar Biswas","is_ca":false},{"name":"Sailing Zhu","is_ca":false},{"name":"Ya Lu","is_ca":false},{"name":"Yiying Yue","is_ca":false},{"name":"Jingquan Han","is_ca":false},{"name":"Xinwu Xu","is_ca":false},{"name":"Qinglin Wu","is_ca":false},{"name":"Huining Xiao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03641175782497564,"gpt":0.2534859009839877,"spread":0.217074143159012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007295695,0.0007218583,0.001043534,0.0001830469,0.0003905204,0.0006842305,0.0006492626,0.0003842475,0.0013337],"category_scores_gemma":[0.0005469999,0.0006496928,0.0002224448,0.0003699613,0.0001713422,0.0007467608,0.00008139038,0.0001134946,0.0003392664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002832794,"about_ca_system_score_gemma":0.0003504549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002146858,"about_ca_topic_score_gemma":0.000001739296,"domain_scores_codex":[0.9955714,0.0003532212,0.001018549,0.001331973,0.00065238,0.001072435],"domain_scores_gemma":[0.9977965,0.0003917091,0.0003340606,0.0007588625,0.0003199764,0.000398884],"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":[0.00120847,0.0001491378,0.0001520238,0.0002266331,0.00003315705,0.000008293363,0.0005113159,0.00006184308,0.9955001,0.001297644,0.0008063868,0.00004497082],"study_design_scores_gemma":[0.001681261,0.001402516,0.00005836779,0.000049668,0.0001016411,0.00001439261,0.00009575077,0.001822161,0.9811931,0.0007752734,0.01206069,0.0007451289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918408,0.00006965124,0.0001095998,0.0003063679,0.003463682,0.001988601,0.0007527244,0.0009304454,0.000538167],"genre_scores_gemma":[0.9859584,0.00002416818,0.01046855,0.001408357,0.001241274,0.0003963487,0.0002357605,0.000164277,0.0001028943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01430697,"threshold_uncertainty_score":0.9995954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000521132","doi":"10.3390/nano10010119","title":"Fabrication and Plasma Modification of Nanofibrous Tissue Engineering Scaffolds","year":2020,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":132,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"European Commission; Vlaamse regering; Universiteit Gent; Bijzonder Onderzoeksfonds UGent; European Research Council; Fonds Wetenschappelijk Onderzoek","keywords":"Nanofiber; Electrospinning; Nanotechnology; Tissue engineering; Surface modification; Materials science; Fabrication; Polyester; Grafting; Polymer; Chemical engineering; Biomedical engineering; Composite material; Engineering","authors":[{"name":"Mahtab Asadian","is_ca":false},{"name":"Ke Vin Chan","is_ca":false},{"name":"Mohammad Norouzi","is_ca":true},{"name":"Silvia Grande","is_ca":false},{"name":"Pieter Cools","is_ca":false},{"name":"Rino Morent","is_ca":false},{"name":"Nathalie De Geyter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0249961517099652,"gpt":0.2997753517611553,"spread":0.2747792000511901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000414757,0.0004248606,0.001671763,0.0001871602,0.0000771738,0.0001018458,0.0005516431,0.0004601819,0.0001614578],"category_scores_gemma":[0.0001064143,0.0003735904,0.0001101167,0.0004905263,0.0001436523,0.0001240853,0.0001830503,0.00005170202,0.0002682691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267682,"about_ca_system_score_gemma":0.0001862085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001282039,"about_ca_topic_score_gemma":2.107901e-7,"domain_scores_codex":[0.9973235,0.0001398212,0.001197819,0.0006763521,0.0003366265,0.000325926],"domain_scores_gemma":[0.9980782,0.0002490705,0.0008647322,0.000545783,0.00009880401,0.0001634143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004487227,0.00002937845,1.614167e-7,0.007703037,0.00002389933,0.000001619654,0.0000403798,2.508951e-7,0.6854491,0.001356052,0.000277525,0.3051142],"study_design_scores_gemma":[0.0000980402,0.00007065668,0.000001585538,0.001347006,0.0002374332,0.00004462825,0.000001238485,0.00001614341,0.2554665,0.00006037537,0.7423506,0.0003057016],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001135459,0.9942828,0.001788902,0.00005007313,0.0006508508,0.001404677,0.0003531673,0.0002524132,0.00008168961],"genre_scores_gemma":[0.0004964733,0.9785743,0.01965107,0.000008434387,0.0003626137,0.0005094521,0.000238008,0.00008318221,0.00007641049],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7420731,"threshold_uncertainty_score":0.9998716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293065232","doi":"10.3390/nano12162826","title":"Recent Advances in Functionalized Nanoparticles in Cancer Theranostics","year":2022,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Nanoplatforms for cancer theranostics","field":"Engineering","cited_by":128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Toronto Metropolitan University","funders":"","keywords":"Photothermal therapy; Cancer; Cancer treatment; Cancer therapy; Nanotechnology; Cancer immunotherapy; Nanoparticle; Cancer imaging; Medicine; Materials science; Immunotherapy; Medical physics; Internal medicine","authors":[{"name":"Sarkar Siddique","is_ca":true},{"name":"James C. L. Chow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05386726986014207,"gpt":0.3208835159111786,"spread":0.2670162460510365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003724749,0.0005005198,0.001654959,0.0003649499,0.00004090822,0.00005309497,0.0003400267,0.00024485,0.007245237],"category_scores_gemma":[0.00006730836,0.0004535251,0.000144612,0.0007088564,0.00003115619,0.0002174602,0.00007007924,0.0002428159,0.00005165742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219062,"about_ca_system_score_gemma":0.0002284747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000169566,"about_ca_topic_score_gemma":0.0001562281,"domain_scores_codex":[0.9975917,0.0001298225,0.001142014,0.0003477908,0.0002866529,0.0005020053],"domain_scores_gemma":[0.9991494,0.0002795596,0.0001773719,0.0003200669,0.00001629552,0.00005724252],"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":[0.00002709649,0.0000377875,0.000006713743,0.005111631,0.00004909714,0.00003130325,0.0000638211,0.0009461016,0.0008233472,0.00003871661,0.00007503689,0.9927893],"study_design_scores_gemma":[0.0005433509,0.00002593191,0.000002715038,0.002379405,0.00009191864,0.00000893079,0.000009307336,0.00001579439,0.0003648802,0.0001793886,0.995895,0.0004833327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007356406,0.9921023,0.000003332432,0.000003814991,0.005203193,0.0009366128,0.000379124,0.0001792426,0.0004566952],"genre_scores_gemma":[0.00003856813,0.9977801,0.000051354,0.00002002746,0.0002129315,0.001521914,0.0001475451,0.0001613987,0.00006620007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.99582,"threshold_uncertainty_score":0.9997916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3192220742","doi":"10.3390/nano11082029","title":"Electrochemical Reduction of CO2: A Review of Cobalt Based Catalysts for Carbon Dioxide Conversion to Fuels","year":2021,"lang":"en","type":"review","venue":"Nanomaterials","topic":"CO2 Reduction Techniques and Catalysts","field":"Energy","cited_by":121,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Engineering and Physical Sciences Research Council; Saudi Aramco; University of Exeter","keywords":"Cobalt; Electrochemical reduction of carbon dioxide; Carbon dioxide; Electrochemistry; Catalysis; Materials science; Carbon fibers; Reduction (mathematics); Inorganic chemistry; Chemical engineering; Chemistry; Electrode; Carbon monoxide; Organic chemistry; Engineering","authors":[{"name":"Muhammad Usman","is_ca":false},{"name":"Muhammad Humayun","is_ca":false},{"name":"Mustapha D. Garba","is_ca":false},{"name":"Latif Ullah","is_ca":false},{"name":"Zonish Zeb","is_ca":false},{"name":"Aasif Helal","is_ca":false},{"name":"Munzir H. Suliman","is_ca":false},{"name":"Bandar Y. Alfaifi","is_ca":false},{"name":"Naseem Iqbal","is_ca":false},{"name":"Maryam Abdinejad","is_ca":true},{"name":"Asif Ali Tahir","is_ca":false},{"name":"Habib Ullah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02542591630980243,"gpt":0.3135666906027006,"spread":0.2881407742928982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006805392,0.0004277655,0.003389509,0.0002295853,0.00002662986,0.00001148689,0.0003333453,0.0004294482,0.0001735906],"category_scores_gemma":[0.0003395654,0.000388626,0.0008799576,0.0005700688,0.00005135877,0.00003801038,0.00009010494,0.00007902188,0.000005258966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002637191,"about_ca_system_score_gemma":0.0005421083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001613634,"about_ca_topic_score_gemma":0.000001557191,"domain_scores_codex":[0.996868,0.0002654506,0.001676439,0.0005778986,0.0003167176,0.0002955057],"domain_scores_gemma":[0.9973545,0.00009954793,0.001193981,0.0007823505,0.0004565846,0.0001130456],"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":[0.00007399022,0.0001279702,5.633379e-8,0.371514,0.0002455276,0.000002443306,0.00001305323,1.032369e-7,0.5042964,0.0003211114,0.00466306,0.1187422],"study_design_scores_gemma":[0.0001026702,0.0000832209,2.303808e-8,0.05330603,0.0006645003,0.00003598962,0.000002067133,8.235048e-8,0.4837789,0.000008494733,0.461834,0.0001840418],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002822353,0.9964204,0.00004616211,0.00003720316,0.0007062522,0.001940472,0.0002203875,0.00008381415,0.0002630331],"genre_scores_gemma":[0.0003315083,0.9954683,0.0008246791,0.00003131217,0.0002690714,0.0007367379,0.002086433,0.00007758472,0.0001744099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4571709,"threshold_uncertainty_score":0.9998566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767096371","doi":"10.3390/nano7110360","title":"Use of Nanoparticles for Enhancing the Interlaminar Properties of Fiber-Reinforced Composites and Adhesively Bonded Joints—A Review","year":2017,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":118,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Chinese Academy of Agricultural Sciences; Natural Sciences and Engineering Research Council of Canada; Mitacs; Killam Trusts","keywords":"Materials science; Composite material; Fracture toughness; Delamination (geology); Toughness; Ceramic; Fracture (geology); Composite number; Nanoparticle; Fracture mechanics; Nanotechnology","authors":[{"name":"Davide De Cicco","is_ca":true},{"name":"Zohreh Asaee","is_ca":true},{"name":"Farid Taheri‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1436889228014371,"gpt":0.3190659695164635,"spread":0.1753770467150264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005372827,0.0004051554,0.00260383,0.00007107696,0.00007581496,0.0001039557,0.0004853572,0.0001770073,0.00004268333],"category_scores_gemma":[0.0004121501,0.0002498209,0.0003416716,0.0000503044,0.0001234907,0.0001779174,0.0001666013,0.00007308298,0.000009951136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002799678,"about_ca_system_score_gemma":0.00004524223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008081958,"about_ca_topic_score_gemma":0.000001596227,"domain_scores_codex":[0.9977037,0.0001411478,0.001530575,0.0002197586,0.0001634908,0.0002412848],"domain_scores_gemma":[0.9979577,0.000403606,0.0007887321,0.0006710871,0.0001250142,0.00005387462],"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":[0.00001138588,0.000006675787,7.300912e-8,0.1229052,0.0001107907,7.523474e-7,0.00002926353,5.764687e-7,0.8293101,0.00006096699,0.0001524685,0.0474118],"study_design_scores_gemma":[0.00008311429,0.00009007219,5.943178e-7,0.09197193,0.0009040943,0.00001700455,0.00000143529,0.000007940792,0.7493994,0.000003796514,0.1573003,0.0002203055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02038571,0.9769058,0.000008091234,0.000009522971,0.0002452963,0.002237697,0.0001381334,0.00006176001,0.000007936514],"genre_scores_gemma":[0.004445635,0.9941152,0.0007773921,0.000008084118,0.00004364745,0.0003606012,0.00002470879,0.00007411092,0.0001506219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1571479,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992081669","doi":"10.3390/nano9121737","title":"A Skin-Inspired Stretchable, Self-Healing and Electro-Conductive Hydrogel with a Synergistic Triple Network for Wearable Strain Sensors Applied in Human-Motion Detection","year":2019,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"National Natural Science Foundation of China","keywords":"Self-healing; Wearable computer; Materials science; Human motion; Electrical conductor; Strain (injury); Nanotechnology; Wearable technology; Biomedical engineering; Self-healing hydrogels; Composite material; Computer science; Motion (physics); Embedded system; Engineering; Artificial intelligence; Polymer chemistry; Medicine; Anatomy","authors":[{"name":"Yuanyuan Chen","is_ca":false},{"name":"Kaiyue Lu","is_ca":false},{"name":"Yuhan Song","is_ca":false},{"name":"Jingquan Han","is_ca":false},{"name":"Yiying Yue","is_ca":false},{"name":"Subir Kumar Biswas","is_ca":false},{"name":"Qinglin Wu","is_ca":false},{"name":"Huining Xiao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007154834394895748,"gpt":0.20567505011753,"spread":0.1985202157226343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003614748,0.0002817613,0.0005036852,0.000114566,0.0001121032,0.00008687627,0.00006525345,0.0001614213,0.00002148709],"category_scores_gemma":[0.00001774499,0.000275376,0.00002856821,0.0001843192,0.00002216705,0.0001755561,0.00001267498,0.0000680789,0.000005225249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001337185,"about_ca_system_score_gemma":0.00001527011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000777631,"about_ca_topic_score_gemma":0.0000605955,"domain_scores_codex":[0.9985272,0.00004779361,0.0004212358,0.0003697604,0.0001053436,0.0005286438],"domain_scores_gemma":[0.9995226,0.00008003141,0.000118248,0.000182174,0.00003316744,0.00006377231],"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":[0.0001641653,0.00001418365,0.00002898129,0.0002218216,0.00003658425,0.000002112023,0.0001450459,0.1947385,0.8040082,0.0003211498,0.000003112013,0.0003161057],"study_design_scores_gemma":[0.002388806,0.0002964709,0.0003872725,0.0001526004,0.00004728702,0.0000175922,0.0001153141,0.01826379,0.9757813,0.001904249,0.0001534696,0.000491841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948695,0.00005369895,0.003024883,0.000002669952,0.000445459,0.0008738036,0.00004012926,0.0004283383,0.0002615676],"genre_scores_gemma":[0.995243,0.00001662668,0.004134151,0.000009312439,0.0002193338,0.0001900411,0.00004668226,0.00008733114,0.00005350217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1764747,"threshold_uncertainty_score":0.9999698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021985735","doi":"10.3390/nano10050885","title":"Unveiling Fabrication and Environmental Remediation of MXene-Based Nanoarchitectures in Toxic Metals Removal from Wastewater: Strategy and Mechanism","year":2020,"lang":"en","type":"review","venue":"Nanomaterials","topic":"MXene and MAX Phase Materials","field":"Materials Science","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Qatar University","keywords":"MXenes; Environmental remediation; Adsorption; Wastewater; Nanotechnology; Materials science; Rational design; Environmental science; Environmental engineering; Chemistry; Contamination","authors":[{"name":"Yassmin Ibrahim","is_ca":false},{"name":"Amal Kassab","is_ca":true},{"name":"Kamel Eid","is_ca":false},{"name":"Aboubakr M. Abdullah","is_ca":false},{"name":"Kenneth I. Ozoemena","is_ca":false},{"name":"Ahmed A. Elzatahry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02969366237932564,"gpt":0.2735323829046217,"spread":0.2438387205252961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008904612,0.0005619797,0.002330928,0.0002623725,0.00006590614,0.0001927198,0.0002764777,0.0004000258,0.0007447973],"category_scores_gemma":[0.0001279746,0.0004638506,0.0001245504,0.0001214548,0.0001233192,0.000174351,0.0001997843,0.00008072098,0.00003958737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008627111,"about_ca_system_score_gemma":0.0001644434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000169793,"about_ca_topic_score_gemma":0.000008896416,"domain_scores_codex":[0.9960836,0.0008562178,0.001527781,0.0008588585,0.0003378554,0.0003357395],"domain_scores_gemma":[0.9981804,0.0002366074,0.001042351,0.000391224,0.00001634648,0.0001330757],"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":[0.00005246418,0.00003922569,5.547047e-7,0.003012977,0.00002762063,0.00002890528,0.000120613,0.000003422748,0.9473464,0.00009663239,0.000008044251,0.04926309],"study_design_scores_gemma":[0.0007035257,0.0001765757,0.000007724774,0.001963295,0.0004166162,0.00003457122,0.00003711594,0.00002338025,0.939055,0.0008695818,0.0561726,0.0005399983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4352861,0.5613443,0.00005348938,0.00001494632,0.0005666374,0.001056982,0.001606016,0.00005117542,0.00002032408],"genre_scores_gemma":[0.1177245,0.8773046,0.003005947,0.00003537102,0.0003998012,0.0001834188,0.00122023,0.00009758682,0.00002853022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3175616,"threshold_uncertainty_score":0.9997813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2893083454","doi":"10.3390/nano8100762","title":"Detection and Characterization of Antibiotic-Resistant Bacteria Using Surface-Enhanced Raman Spectroscopy","year":2018,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":101,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Surface-enhanced Raman spectroscopy; Bacteria; Characterization (materials science); Antibiotics; Nanotechnology; Raman spectroscopy; Antibiotic resistance; Biosensor; Materials science; Microbiology; Raman scattering; Biology; Optics","authors":[{"name":"Kaidi Wang","is_ca":true},{"name":"Shenmiao Li","is_ca":true},{"name":"Marlen Petersen","is_ca":true},{"name":"Shuo Wang","is_ca":false},{"name":"Xiaonan Lu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02220226325495456,"gpt":0.2671943694855434,"spread":0.2449921062305888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001912817,0.0003544696,0.001256385,0.0001306986,0.00005925842,0.0001115899,0.00008217034,0.0004039711,0.00007463581],"category_scores_gemma":[0.00001599617,0.0003108445,0.0001355971,0.0002087972,0.00006488144,0.0001141858,0.00003077049,0.00007210222,0.00001822021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009681231,"about_ca_system_score_gemma":0.00002082388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007876931,"about_ca_topic_score_gemma":0.000002020595,"domain_scores_codex":[0.998538,0.00009983668,0.0007257051,0.0002921531,0.0001075978,0.0002366978],"domain_scores_gemma":[0.9993509,0.00002166519,0.0002918858,0.0002272383,0.00004817378,0.00006013337],"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":[0.00001117246,0.000007201545,1.253214e-7,0.008209904,0.00006359026,7.899543e-7,0.000008348556,6.982476e-7,0.972777,0.000002788355,8.606479e-7,0.01891752],"study_design_scores_gemma":[0.0001138424,0.00009709228,0.00003603255,0.004233507,0.0003875599,0.00001418053,0.000001610742,0.0003803632,0.9685531,0.000005773298,0.02581036,0.0003665582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7695444,0.2267236,0.0009547296,4.612984e-7,0.00181939,0.0005159593,0.00020907,0.0001793876,0.00005300352],"genre_scores_gemma":[0.1003164,0.8986004,0.0005063933,0.000001056295,0.0004062524,0.000002392909,0.00006131396,0.00008662161,0.00001911186],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6718768,"threshold_uncertainty_score":0.9999344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283021310","doi":"10.3390/nano12122061","title":"Gallium Oxide Nanostructures: A Review of Synthesis, Properties and Applications","year":2022,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Ga2O3 and related materials","field":"Materials Science","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gallium; Materials science; Gallium oxide; Nanotechnology; Oxide; Nanostructure; Band gap; Semiconductor; Optoelectronics; Metallurgy","authors":[{"name":"Nishant Singh Jamwal","is_ca":true},{"name":"Amirkianoosh Kiani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05682935804547677,"gpt":0.2894942280139171,"spread":0.2326648699684403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001469237,0.0006209576,0.003557188,0.0001823656,0.0002311133,0.0001234605,0.0007802913,0.0003774351,0.007692015],"category_scores_gemma":[0.0003954097,0.000418528,0.0003213152,0.0002452694,0.0002457736,0.0001186721,0.0005156502,0.0001237272,0.000154366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008271119,"about_ca_system_score_gemma":0.0004109213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003530728,"about_ca_topic_score_gemma":4.598403e-7,"domain_scores_codex":[0.9955429,0.0009592226,0.00191727,0.0007374918,0.000430057,0.0004130983],"domain_scores_gemma":[0.9971265,0.0002867699,0.001528104,0.0008709119,0.0000731145,0.0001145544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001596169,0.00006757396,9.582491e-8,0.6943496,0.0001267847,0.00001106478,0.0000346717,1.015164e-7,0.2026229,0.0004404324,0.001189231,0.1011415],"study_design_scores_gemma":[0.00005611112,0.0000271852,1.994935e-7,0.06559396,0.001068074,0.0001902637,0.000007211323,1.034213e-8,0.04333434,0.00005026381,0.8892677,0.0004047084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002890596,0.9943324,0.000001612227,0.0000130819,0.0009310072,0.002922582,0.0009809401,0.0001338209,0.0003954757],"genre_scores_gemma":[0.00001890139,0.9951025,0.000290618,0.00006820176,0.0001993772,0.003896459,0.0001116612,0.0001016398,0.0002106864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8880785,"threshold_uncertainty_score":0.9998267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2906311118","doi":"10.3390/nano9010018","title":"On the Operational Aspects of Measuring Nanoparticle Sizes","year":2018,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"French Infrastructure for Integrated Structural Biology; Indigenous and Northern Affairs Canada; Commissariat à l'Énergie Atomique et aux Énergies Alternatives; Agence Nationale de la Recherche; European Cooperation in Science and Technology","keywords":"Dynamic light scattering; Nanoparticle; Scanning electron microscope; Transmission electron microscopy; Materials science; Nanotechnology; Polystyrene; Scanning transmission electron microscopy; Microscopy; Chemical engineering; Optics; Composite material; Physics; Polymer","authors":[{"name":"Jean‐Marie Teulon","is_ca":false},{"name":"Christian Godon","is_ca":false},{"name":"Louis Chantalat","is_ca":false},{"name":"Christine Moriscot","is_ca":false},{"name":"Julien Cambedouzou","is_ca":false},{"name":"Michaël Odorico","is_ca":false},{"name":"Johann Ravaux","is_ca":false},{"name":"Renaud Podor","is_ca":false},{"name":"Adèle Gerdil","is_ca":false},{"name":"Aurélie Habert","is_ca":false},{"name":"Nathalie Herlin‐Boime","is_ca":false},{"name":"Shu‐wen W. Chen","is_ca":false},{"name":"Jean‐Luc Pellequer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03620957138886857,"gpt":0.2583526177675629,"spread":0.2221430463786943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007708134,0.00009582036,0.0001675882,0.00002342297,0.0002569092,0.000102063,0.0002654103,0.0000316841,0.003989276],"category_scores_gemma":[0.0002812434,0.00005985623,0.00003594223,0.000111704,0.0002073719,0.00009741474,0.00005370248,0.00001500101,0.001106991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001767925,"about_ca_system_score_gemma":0.00005225568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000198325,"about_ca_topic_score_gemma":0.000006524851,"domain_scores_codex":[0.9989052,0.0001287121,0.000318851,0.0001983789,0.0002502859,0.0001986028],"domain_scores_gemma":[0.9991193,0.0002631861,0.0001088605,0.000351592,0.0001151646,0.00004191371],"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":[0.00002272227,0.00005773002,0.00003278687,0.000003565743,0.000003355639,2.501653e-7,0.000100063,0.000003895155,0.8661879,0.1331987,0.000309455,0.00007958606],"study_design_scores_gemma":[0.0001225252,0.00008143056,0.0009036429,0.00002424359,0.000007763943,0.000002227447,0.00002447532,0.00002461552,0.9921858,0.005943277,0.0006035524,0.00007638778],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956822,0.00001826364,0.00002836385,0.0006704314,0.0002714414,0.0002136364,0.00002862996,0.00005024258,0.003036743],"genre_scores_gemma":[0.9991142,0.000001728124,0.000329371,0.0001961388,0.0002158338,0.00007304673,7.619253e-7,0.00001141068,0.00005749516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1272555,"threshold_uncertainty_score":0.9996707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035411647","doi":"10.3390/nano2020187","title":"Amino Acid and Peptide Immobilization on Oxidized Nanocellulose: Spectroscopic Characterization","year":2012,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocellulose; Amino acid; Fourier transform infrared spectroscopy; Peptide; Molecule; Chemistry; Peptide bond; Amide; Infrared spectroscopy; Polymer chemistry; Carbodiimide; X-ray photoelectron spectroscopy; Organic chemistry; Combinatorial chemistry; Cellulose; Chemical engineering; Biochemistry","authors":[{"name":"Saïd Barazzouk","is_ca":true},{"name":"Claude Daneault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02093209073698822,"gpt":0.2837741826357844,"spread":0.2628420918987962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006806563,0.0002626431,0.0003902631,0.0001122737,0.0002667293,0.0001425662,0.0001554822,0.00009760796,0.001003846],"category_scores_gemma":[0.0002564145,0.0002206736,0.00003417738,0.0001419462,0.0001239194,0.0006553693,0.0001538441,0.00005066372,0.0007006001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170913,"about_ca_system_score_gemma":0.00002888128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005314641,"about_ca_topic_score_gemma":8.558609e-7,"domain_scores_codex":[0.9979403,0.0002341619,0.0004042813,0.0003849815,0.0003640926,0.0006721952],"domain_scores_gemma":[0.9991398,0.00009245911,0.0002118752,0.0003168337,0.00007400251,0.0001649986],"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":[0.00009482435,0.00008365596,0.0006479105,0.00007815241,0.000007193385,0.000002514581,0.0002610556,5.635605e-7,0.997552,0.0009552058,0.00003503686,0.0002819275],"study_design_scores_gemma":[0.0005113036,0.0001358279,0.009448896,0.00004590648,0.00001305719,0.000006979823,0.00003526867,0.000005051259,0.9871632,0.0001285853,0.002284316,0.0002215909],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965144,0.0003547787,0.000616345,0.00007917555,0.001047862,0.0005469451,0.00005360079,0.0001736855,0.0006132259],"genre_scores_gemma":[0.9970343,0.0003784017,0.001086885,0.00007752981,0.000542706,0.000111566,0.00008750827,0.0000380911,0.0006430022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01038874,"threshold_uncertainty_score":0.9999094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3161343149","doi":"10.3390/nano11051249","title":"Hot Electrons in TiO2–Noble Metal Nano-Heterojunctions: Fundamental Science and Applications in Photocatalysis","year":2021,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Energy; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Photocatalysis; Plasmon; Materials science; Noble metal; Heterojunction; Plasmonic nanoparticles; Nanotechnology; Surface plasmon resonance; Photonics; Electron; Optoelectronics; Nanoparticle; Chemistry; Physics; Metal; Catalysis","authors":[{"name":"Ajay P. Manuel","is_ca":true},{"name":"Karthik Shankar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03127939084368841,"gpt":0.3438271519533435,"spread":0.312547761109655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001076284,0.0006166741,0.002397821,0.001440097,0.0002050052,0.00024621,0.0006672199,0.0003365745,0.0002759432],"category_scores_gemma":[0.0001626295,0.000572967,0.000262124,0.003312224,0.000401452,0.0004701537,0.0004063382,0.0002319222,0.00005263573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127387,"about_ca_system_score_gemma":0.000678491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007408981,"about_ca_topic_score_gemma":0.0007816688,"domain_scores_codex":[0.9959679,0.0002875411,0.001343478,0.001277906,0.0004529528,0.0006702789],"domain_scores_gemma":[0.9980733,0.000171168,0.0005028259,0.001023319,0.0001109417,0.0001184569],"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":[0.00004008097,0.001253992,0.00004623376,0.00756407,0.0005244975,0.00006978105,0.000317269,0.00002285225,0.3786842,0.01012843,0.0001566772,0.6011919],"study_design_scores_gemma":[0.0001912062,0.00003835772,0.000004746285,0.001379089,0.0003453907,0.00006280438,0.00004346771,0.000002039604,0.08015763,0.0002811683,0.916904,0.000590116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002612192,0.9922759,0.00005554327,0.000003413767,0.0001717448,0.003065142,0.0001490366,0.0001992393,0.001467792],"genre_scores_gemma":[0.002595044,0.9855044,0.001060387,0.00002191731,0.00009213296,0.009363192,0.0009223087,0.0001009908,0.0003395579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9167473,"threshold_uncertainty_score":0.9996722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081108290","doi":"10.3390/nano10091671","title":"Advances in Gold Nanoparticle-Based Combined Cancer Therapy","year":2020,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Radiation therapy; Nanomedicine; Cancer; Medicine; Chemotherapy; Cancer therapy; Cancer treatment; Oncology; Intensive care medicine; Medical physics; Nanotechnology; Internal medicine; Nanoparticle; Materials science","authors":[{"name":"Kyle Bromma","is_ca":true},{"name":"Devika B. Chithrani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03937310753283749,"gpt":0.3248396206228382,"spread":0.2854665130900007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008899118,0.0008528455,0.003180622,0.0002503929,0.00008117453,0.0003014093,0.001003817,0.0003779932,0.002095152],"category_scores_gemma":[0.0001457201,0.0006829402,0.0003569543,0.0007970232,0.0001764282,0.00048508,0.0001554899,0.0001717665,0.001678513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003939586,"about_ca_system_score_gemma":0.001066484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007378982,"about_ca_topic_score_gemma":0.00003082024,"domain_scores_codex":[0.9945962,0.001077464,0.001736188,0.001121326,0.0005503356,0.0009184865],"domain_scores_gemma":[0.9975985,0.0004323058,0.0008528066,0.0007737593,0.00008684507,0.0002557976],"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":[0.0004031491,0.0003557306,0.00001629149,0.00694784,0.00002556176,0.0002227332,0.00006766913,0.00003983937,0.3436994,0.0001204042,0.0006419591,0.6474594],"study_design_scores_gemma":[0.001365458,0.0001919269,0.000001283766,0.004162152,0.0001075874,0.000004899402,0.000003478899,0.00001279181,0.2319586,0.00004157095,0.7614772,0.0006731311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03183107,0.9627847,0.000002637942,0.0001150888,0.002525497,0.001849982,0.0004576182,0.0003373503,0.00009605302],"genre_scores_gemma":[0.003812466,0.9935607,0.0001686538,0.0002964957,0.0003946783,0.001491469,0.0000597723,0.0001566867,0.00005905576],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7608352,"threshold_uncertainty_score":0.9995622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081623076","doi":"10.3390/nano10091748","title":"Introducing the Novel Mixed Gaussian-Lorentzian Lineshape in the Analysis of the Raman Signal of Biochar","year":2020,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":90,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Biochar; Raman spectroscopy; Gaussian; SIGNAL (programming language); Signal processing; Analytical Chemistry (journal); Computational physics; Materials science; Physics; Statistical physics; Environmental science; Chemistry; Environmental chemistry; Optics; Computer science; Computational chemistry; Telecommunications; Pyrolysis; Organic chemistry; Radar","authors":[{"name":"Alberto Tagliaferro","is_ca":true},{"name":"Massimo Rovere","is_ca":false},{"name":"Elisa Padovano","is_ca":false},{"name":"Mattia Bartoli","is_ca":false},{"name":"Mauro Giorcelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01913582700921412,"gpt":0.2992875509429171,"spread":0.280151723933703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005882554,0.00009855736,0.0002319627,0.00003666535,0.00003800922,0.00001554387,0.0007985049,0.0001160231,0.0001714826],"category_scores_gemma":[0.0003675248,0.00004402338,0.0001522373,0.0006109865,0.0003004911,0.000001567397,0.0002499004,0.00007995756,9.489208e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000662456,"about_ca_system_score_gemma":0.00004223004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003501704,"about_ca_topic_score_gemma":0.000006961853,"domain_scores_codex":[0.9988415,0.0001405341,0.0003554841,0.0002213698,0.0002659723,0.0001751898],"domain_scores_gemma":[0.9993457,0.00005298567,0.0001357465,0.0003833717,0.00004786638,0.00003430231],"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":[0.00007709653,0.00005424847,0.0005271389,0.00002187613,0.0001028778,3.296389e-7,0.0001040585,0.000005010751,0.9979053,0.0001165913,0.0008717041,0.0002138328],"study_design_scores_gemma":[0.0001576834,0.00009776834,0.002816096,0.00001085817,0.00007203812,8.769128e-7,0.00006645305,0.00008613228,0.9943506,0.00004042372,0.002248543,0.00005256279],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957219,0.000166756,0.0004388736,0.003220822,0.00005848575,0.0001962875,0.00007072585,0.000004543348,0.0001216429],"genre_scores_gemma":[0.9988398,0.00005765446,0.0002573522,0.0005302487,0.0002206843,0.00002288109,0.00004953932,0.00000685658,0.00001499234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003554671,"threshold_uncertainty_score":0.1877615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2527765170","doi":"10.3390/nano7010009","title":"Synthesis of Vertically-Aligned Zinc Oxide Nanowires and Their Application as a Photocatalyst","year":2017,"lang":"en","type":"article","venue":"Nanomaterials","topic":"ZnO doping and properties","field":"Materials Science","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Methyl orange; Nanowire; Materials science; Photocatalysis; Zinc; Absorbance; Scanning electron microscope; Transmission electron microscopy; Chemical engineering; Zinc nitrate; Nanotechnology; Composite material; Optics; Metallurgy; Catalysis; Chemistry; Organic chemistry","authors":[{"name":"Qiong Zhou","is_ca":true},{"name":"John Z. Wen","is_ca":true},{"name":"Pei Zhao","is_ca":true},{"name":"William A. Anderson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01547569174494517,"gpt":0.251615648704791,"spread":0.2361399569598458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006137359,0.0001551691,0.000373203,0.00003560956,0.00033602,0.0002671909,0.0004345954,0.00009211785,0.0001574551],"category_scores_gemma":[0.0005425924,0.0001078942,0.00004142588,0.00001962063,0.0003102776,0.0002204429,0.0001753462,0.00001221508,0.0001703061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001431145,"about_ca_system_score_gemma":0.00004523905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008264595,"about_ca_topic_score_gemma":0.0000148122,"domain_scores_codex":[0.99893,0.00009767045,0.0003456736,0.0002915361,0.0001289434,0.0002061388],"domain_scores_gemma":[0.9987565,0.000125509,0.0002705807,0.0007175747,0.00006544378,0.00006444845],"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":[0.0001219857,0.00002515708,0.0001959083,0.0001010625,0.00001044926,0.00000100878,0.0002131658,0.000001193524,0.997842,0.0004606559,0.00004156258,0.0009858852],"study_design_scores_gemma":[0.0001547239,0.00004590103,0.001666775,0.0001005743,0.00001944891,0.00001095778,0.00005049201,0.00005779983,0.9961001,0.0008661896,0.00078746,0.0001396193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976955,0.000136617,0.00004828408,0.00016233,0.0002208234,0.0002791258,0.00004993418,0.00006615371,0.001341197],"genre_scores_gemma":[0.9991079,0.00004631427,0.0004572278,0.00004125095,0.00006589849,0.000142939,0.000002893514,0.00001738256,0.000118191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001741907,"threshold_uncertainty_score":0.4399796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3142459068","doi":"10.3390/nano11040857","title":"Morphological and Rheological Properties of PLA, PBAT, and PLA/PBAT Blend Nanocomposites Containing CNCs","year":2021,"lang":"en","type":"article","venue":"Nanomaterials","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Materials science; Nanocomposite; Crystallinity; Rheology; Dynamic mechanical analysis; Polymer blend; Casting; Composite material; Chemical engineering; Compatibilization; Rheometry; Polymer; Copolymer","authors":[{"name":"Mojtaba Mohammadi","is_ca":true},{"name":"Marie‐Claude Heuzey","is_ca":true},{"name":"Pierre J. Carreau","is_ca":true},{"name":"Aurélie Taguet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03755728737790612,"gpt":0.2237056487254253,"spread":0.1861483613475192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005943207,0.0002615628,0.0007117935,0.00004445393,0.0002334374,0.0002450577,0.0001828361,0.0002135807,0.001008852],"category_scores_gemma":[0.000201834,0.0001673261,0.00004869053,0.00006444995,0.0005738335,0.0002044785,0.0003521912,0.00005680484,0.00002036833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000119743,"about_ca_system_score_gemma":0.00005809769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001194182,"about_ca_topic_score_gemma":0.000008282841,"domain_scores_codex":[0.997971,0.0003867253,0.0005546402,0.0005053483,0.0002075997,0.0003746716],"domain_scores_gemma":[0.9992124,0.0001727653,0.0001804868,0.0002425852,0.00008458136,0.0001071161],"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":[0.0003252936,0.00006208086,0.001522149,0.000143135,0.00001930182,0.00005558775,0.0003825724,2.365659e-7,0.9952999,0.0007017953,0.00005201665,0.001435908],"study_design_scores_gemma":[0.0004144537,0.0002628942,0.001899652,0.0001618044,0.00003700365,0.0003656374,0.0002698883,0.00001516348,0.9956599,0.000147783,0.0005160116,0.0002497773],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691004,0.02962717,0.000009919154,0.0002846591,0.0003736494,0.0001534814,0.00007138691,0.00007326971,0.0003060836],"genre_scores_gemma":[0.9970997,0.0005216002,0.001822385,0.0001564079,0.00008098043,0.0000366373,0.000004493334,0.00001656634,0.00026121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02910557,"threshold_uncertainty_score":0.9999043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3175959240","doi":"10.3390/nano11071641","title":"Preparation and Surface Functionalization of Carboxylated Cellulose Nanocrystals","year":2021,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Cellulose; Nanomaterials; Surface modification; Materials science; Nanocellulose; Nanotechnology; Crystallinity; Nanocrystal; Raw material; Sulfuric acid; Chemical engineering; Chemistry; Organic chemistry; Composite material; Metallurgy","authors":[{"name":"Edmond Lam","is_ca":true},{"name":"Usha D. Hemraz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04604197711007404,"gpt":0.3577562158058371,"spread":0.3117142386957631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008899587,0.0004399957,0.002217712,0.0001218652,0.0001193458,0.0001246932,0.0002009361,0.0003186066,0.000913273],"category_scores_gemma":[0.0003941581,0.0003633169,0.0001739777,0.0003526396,0.0001939861,0.0002365435,0.0003277212,0.00007030275,0.00005829344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358815,"about_ca_system_score_gemma":0.0004003372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002518998,"about_ca_topic_score_gemma":0.000002474155,"domain_scores_codex":[0.9964539,0.0008235596,0.00118102,0.0006874226,0.000490889,0.0003631715],"domain_scores_gemma":[0.9978125,0.0003907248,0.0009037434,0.0004465843,0.0003553907,0.00009103552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004510762,0.000114764,0.000002526236,0.03380465,0.0002160237,0.00003283857,0.0002320801,0.00003869708,0.9354307,0.0009189204,0.000649093,0.02851461],"study_design_scores_gemma":[0.0002420427,0.0001188745,9.128157e-7,0.006113577,0.0004140202,0.00004594595,0.00002159698,0.000006110998,0.2533146,0.00009636001,0.7391288,0.0004971614],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01549865,0.9819519,0.0001388605,0.000003286095,0.0007584178,0.001000474,0.0003261056,0.00008171255,0.0002406319],"genre_scores_gemma":[0.001213988,0.9960246,0.0008360779,0.000002617252,0.0001381768,0.00009012281,0.0004566495,0.00005914936,0.001178585],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7384797,"threshold_uncertainty_score":0.9999699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047283517","doi":"10.3390/nano10081532","title":"Graphene Oxide Concentration Effect on the Optoelectronic Properties of ZnO/GO Nanocomposites","year":2020,"lang":"en","type":"article","venue":"Nanomaterials","topic":"ZnO doping and properties","field":"Materials Science","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of South Africa; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Agence Universitaire de la Francophonie","keywords":"Photoluminescence; Materials science; Wurtzite crystal structure; Nanorod; Nanocomposite; Graphene; Luminescence; Fourier transform infrared spectroscopy; Band gap; Raman spectroscopy; Spectroscopy; Scanning electron microscope; Oxide; Nanotechnology; Analytical Chemistry (journal); Chemical engineering; Zinc; Optoelectronics; Composite material; Optics; Chemistry","authors":[{"name":"Issam Boukhoubza","is_ca":false},{"name":"Mohammed Khenfouch","is_ca":false},{"name":"Mohamed Achehboune","is_ca":false},{"name":"Liviu Leontie","is_ca":false},{"name":"Aurelian Catalin Galca","is_ca":false},{"name":"Monica Enculescu","is_ca":false},{"name":"Aurelian Cârlescu","is_ca":false},{"name":"Mohammed Guerboub","is_ca":false},{"name":"B.M. Mothudi","is_ca":false},{"name":"Anouar Jorio","is_ca":false},{"name":"Izeddine Zorkani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02410572564660148,"gpt":0.2215712349007248,"spread":0.1974655092541233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005589362,0.0001892491,0.000346356,0.00001832078,0.000165368,0.0001448474,0.0003342906,0.00006470841,0.0003092314],"category_scores_gemma":[0.000191153,0.0001016652,0.00007285534,0.0001109338,0.0001567567,0.0001304216,0.00005477016,0.00004743873,0.0002525321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002250869,"about_ca_system_score_gemma":0.00005847605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004198716,"about_ca_topic_score_gemma":9.946791e-7,"domain_scores_codex":[0.9983342,0.0004865982,0.0003733342,0.0002648,0.0002500368,0.0002910333],"domain_scores_gemma":[0.9993582,0.0001144172,0.0001812996,0.0002367299,0.00005679327,0.0000525766],"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":[0.0004138392,0.00001731513,0.0001057299,0.0001308401,0.00001390384,8.343783e-7,0.0004541148,0.0001568775,0.9972765,0.001136234,0.00023225,0.0000615044],"study_design_scores_gemma":[0.0002743091,0.0008132356,0.00009939943,0.000130793,0.00002060888,0.000002744111,0.000020253,0.000120468,0.9977711,0.00004992196,0.0005621951,0.0001349511],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969764,0.000671451,0.000009680241,0.001003427,0.0003332707,0.0005295912,0.00001542578,0.0001268519,0.0003338565],"genre_scores_gemma":[0.9991259,0.00002872624,0.00006288649,0.0005146032,0.00013652,0.0000738001,0.000004431425,0.00001920104,0.00003393449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002149451,"threshold_uncertainty_score":0.4145786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969655739","doi":"10.3390/nano9091186","title":"Robust Polymer Nanocomposite Membranes Incorporating Discrete TiO2 Nanotubes for Water Treatment","year":2019,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Suncor Energy (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada's Oil Sands Innovation Alliance","keywords":"Membrane; Biofouling; Ultrafiltration (renal); Fouling; Materials science; Chemical engineering; Contact angle; Nanocomposite; Zeta potential; Permeation; Polymer; Chromatography; Composite material; Chemistry; Nanotechnology; Nanoparticle","authors":[{"name":"Najia Mahdi","is_ca":true},{"name":"Pawan Kumar","is_ca":true},{"name":"Ankur Goswami","is_ca":true},{"name":"Basil Perdicakis","is_ca":true},{"name":"Karthik Shankar","is_ca":true},{"name":"Mohtada Sadrzadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01991813219215815,"gpt":0.2395924985114146,"spread":0.2196743663192564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002338397,0.000268089,0.0003642393,0.00005394175,0.0001780991,0.0001224356,0.0002767831,0.0001422497,0.004121322],"category_scores_gemma":[0.00001286249,0.000172527,0.00009762387,0.00007845477,0.0001109131,0.0004877392,0.0001646553,0.00002258154,0.002322843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393475,"about_ca_system_score_gemma":0.000009789854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001548174,"about_ca_topic_score_gemma":0.00001988872,"domain_scores_codex":[0.9984608,0.00006333471,0.0004128368,0.0004748495,0.0001945369,0.0003936786],"domain_scores_gemma":[0.9993132,0.00005536186,0.0001320676,0.0004362638,0.000009751955,0.00005330987],"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":[0.00006656667,0.00003327294,0.001511289,0.00003158943,0.0000192236,0.000001632626,0.0001604288,0.0005756876,0.996798,0.0002031847,0.0001533773,0.0004457703],"study_design_scores_gemma":[0.0006968019,0.0002666679,0.0001919275,0.00001298737,0.00002028306,0.000009131802,0.00004653353,0.0002085972,0.9900821,0.0002317794,0.007966984,0.0002662033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947387,0.00004080389,0.00008266476,0.0003856223,0.0005564724,0.001164742,0.00004811268,0.0002721837,0.00271068],"genre_scores_gemma":[0.987397,0.00001316103,0.002659684,0.0001144492,0.00007105475,0.0002763942,0.0001022513,0.00003624806,0.009329792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007813606,"threshold_uncertainty_score":0.998454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2581823006","doi":"10.3390/nano7020027","title":"Modified Continuum Mechanics Modeling on Size-Dependent Properties of Piezoelectric Nanomaterials: A Review","year":2017,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Fundamental Research Funds for the Central Universities; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Piezoelectricity; Nanoelectromechanical systems; Materials science; Nanomechanics; Continuum mechanics; Nanomaterials; Actuator; Bending; Energy harvesting; Material properties; Microelectromechanical systems; Mechanics; Nanotechnology; Physics; Composite material; Energy (signal processing); Computer science; Nanoparticle; Atomic force microscopy","authors":[{"name":"Zhi Yan","is_ca":false},{"name":"Liying Jiang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1205420035766478,"gpt":0.3338036240005243,"spread":0.2132616204238765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002322643,0.001395174,0.006908929,0.0002784381,0.0004501969,0.000481676,0.002355063,0.0008092155,0.0009898648],"category_scores_gemma":[0.00185844,0.0009409867,0.0008630962,0.0001960343,0.00017485,0.0002613379,0.0005423144,0.000245964,0.0005430149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000172701,"about_ca_system_score_gemma":0.0005931836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005844909,"about_ca_topic_score_gemma":0.00000569902,"domain_scores_codex":[0.9922797,0.001129919,0.003283308,0.001355989,0.0008804559,0.00107064],"domain_scores_gemma":[0.9941236,0.0002794815,0.003188332,0.001868104,0.0003316424,0.00020886],"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":[0.0003167415,0.0003431628,5.933319e-8,0.2667631,0.0003652295,0.0000811264,0.0001029529,0.00002860919,0.5727503,0.001520546,0.0008743341,0.1568539],"study_design_scores_gemma":[0.001226541,0.0008148071,7.140759e-8,0.3192282,0.00411675,0.0004701753,0.000008858518,0.0001005169,0.3446402,0.001311906,0.3248431,0.003238843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006183679,0.9840808,0.00009750668,0.00001571496,0.005104725,0.003194781,0.0009172623,0.0002075173,0.0001980102],"genre_scores_gemma":[0.007009747,0.9906244,0.000300267,0.00009435781,0.0006712889,0.0005126833,0.00005565578,0.0001775261,0.0005541065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3239687,"threshold_uncertainty_score":0.9999233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093459717","doi":"10.3390/nano10102033","title":"Metadata Stewardship in Nanosafety Research: Community-Driven Organisation of Metadata Schemas to Support FAIR Nanoscience Data","year":2020,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Research Data Management Practices","field":"Computer Science","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"High Energy Physics; Institute of High Energy Physics; Center for the Environmental Implications of NanoTechnology; University of California, San Diego; Universiteit Maastricht; Hanyang University; Rijksinstituut voor Volksgezondheid en Milieu; European Commission; National Cancer Institute; National Institutes of Health; University of Alberta","keywords":"Metadata; Computer science; Interoperability; Workflow; Data quality; Data curation; Data science; Metadata management; Stewardship (theology); Data governance; Data management; Schema (genetic algorithms); World Wide Web; Database; Engineering; Information retrieval; Metric (unit)","authors":[{"name":"Anastasios G. Papadiamantis","is_ca":false},{"name":"Frederick C. Klaessig","is_ca":false},{"name":"Thomas E. Exner","is_ca":false},{"name":"Sabine Hofer","is_ca":false},{"name":"Norbert Hofstaetter","is_ca":false},{"name":"Martin Himly","is_ca":false},{"name":"Marc A. Williams","is_ca":false},{"name":"Philip Doganis","is_ca":false},{"name":"Mark D. Hoover","is_ca":false},{"name":"Antreas Afantitis","is_ca":false},{"name":"Georgia Melagraki","is_ca":false},{"name":"Tracy S. Nolan","is_ca":false},{"name":"John Rumble","is_ca":false},{"name":"Dieter Maier","is_ca":false},{"name":"Iseult Lynch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.623165160250243,"gpt":0.471601839170566,"spread":0.1515633210796771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.01992585,0.0002407363,0.0005765284,0.0005448369,0.000331994,0.003419103,0.01947796,0.00009205427,0.00009246069],"category_scores_gemma":[0.01200986,0.0002249962,0.00003235682,0.002696125,0.0002349772,0.06558072,0.02604819,0.0004120145,0.0001792795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002537,"about_ca_system_score_gemma":0.0006426059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123164,"about_ca_topic_score_gemma":0.0003327458,"domain_scores_codex":[0.9905834,0.004340414,0.0009990816,0.001224765,0.002055174,0.0007972305],"domain_scores_gemma":[0.9911574,0.001182512,0.000354595,0.006663225,0.0002765478,0.0003657931],"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":[0.0001364513,0.0003347538,0.0009525463,0.000357263,0.00007052934,0.00007667836,0.002467397,0.00002507894,0.9032159,0.08309174,0.006792277,0.002479368],"study_design_scores_gemma":[0.00129176,0.001419222,0.008995967,0.0001315998,0.00003858639,0.00001412225,0.001681684,0.001396397,0.73825,0.0005920437,0.2454764,0.0007121887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7223527,0.0001059119,0.2352531,0.03116485,0.0009542905,0.004014221,0.002984263,0.0004015227,0.002769053],"genre_scores_gemma":[0.9299687,0.0001467897,0.06822887,0.0005660841,0.00006418812,0.00003917491,0.0007124284,0.00002414412,0.0002496263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2386841,"threshold_uncertainty_score":0.9976155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203600101","doi":"10.3390/nano11102476","title":"Growth Mechanism of Micro/Nano Metal Dendrites and Cumulative Strategies for Countering Its Impacts in Metal Ion Batteries: A Review","year":2021,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Hydro-Québec","funders":"","keywords":"Separator (oil production); Nanotechnology; Materials science; Dendrite (mathematics); Anode; Limiting; Battery (electricity); Mechanism (biology); Nano-; Energy density; Engineering physics; Mechanical engineering; Electrode; Composite material; Chemistry; Power (physics); Engineering","authors":[{"name":"R. Brindha","is_ca":false},{"name":"M. V. Reddy","is_ca":true},{"name":"Karim Zaghib","is_ca":true},{"name":"Michel Armand","is_ca":false},{"name":"Seeram Ramakrishna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04762528389515501,"gpt":0.3319718380509226,"spread":0.2843465541557676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008759809,0.0008696827,0.004664574,0.0002913681,0.00004470287,0.0001717587,0.0003239986,0.0003247715,0.000314029],"category_scores_gemma":[0.0002149127,0.0007823201,0.0002559166,0.0002403284,0.00005736886,0.0006892745,0.0002151559,0.00009586838,0.000009809584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178708,"about_ca_system_score_gemma":0.0001383766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007508544,"about_ca_topic_score_gemma":0.000003537274,"domain_scores_codex":[0.9962844,0.0003117588,0.002061424,0.0005729244,0.000227906,0.0005415839],"domain_scores_gemma":[0.9984439,0.0002994369,0.0006685405,0.0003770303,0.0001386788,0.00007238988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001706303,0.00005368484,3.662216e-7,0.5495349,0.0009145676,0.00003235073,0.0003031297,0.000008096947,0.4401612,0.002295096,0.0001684213,0.006511095],"study_design_scores_gemma":[0.001566887,0.0003804456,0.000001832019,0.3938274,0.00409987,0.0003724989,0.0002235407,0.00001164725,0.3699331,0.001540938,0.2249089,0.003132971],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006104347,0.9871125,0.0002929203,0.000004630523,0.002162831,0.002489794,0.001691369,0.00009821517,0.00004344473],"genre_scores_gemma":[0.001509522,0.9950544,0.001782631,0.00003161906,0.0001881946,0.0008175244,0.0004034434,0.0001878909,0.00002473284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2247404,"threshold_uncertainty_score":0.9994628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3215834787","doi":"10.3390/nano11123259","title":"Catalytic Hydrogen Evolution of NaBH4 Hydrolysis by Cobalt Nanoparticles Supported on Bagasse-Derived Porous Carbon","year":2021,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Canada Research Chairs","keywords":"Catalysis; Dehydrogenation; Chemical engineering; Sodium borohydride; Materials science; Hydrolysis; Hydrogen; Cobalt; Nanoparticle; Hydrogen storage; Hydrogen production; Bagasse; Carbon fibers; Inorganic chemistry; Chemistry; Nanotechnology; Organic chemistry; Composite material","authors":[{"name":"Yiting Bu","is_ca":false},{"name":"Jiaxi Liu","is_ca":false},{"name":"Hailiang Chu","is_ca":false},{"name":"Sheng Wei","is_ca":false},{"name":"Qingqing Yin","is_ca":false},{"name":"Kang Li","is_ca":false},{"name":"Xiaoshuang Luo","is_ca":false},{"name":"Lixian Sun","is_ca":false},{"name":"Fen Xu","is_ca":false},{"name":"Pengru Huang","is_ca":false},{"name":"Federico Rosei","is_ca":true},{"name":"А. А. Pimerzin","is_ca":false},{"name":"Hans J. Seifert","is_ca":false},{"name":"Yong Du","is_ca":false},{"name":"Jianchuan Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009814437755327334,"gpt":0.2280210725024391,"spread":0.2182066347471117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009643131,0.0004219791,0.001012493,0.0001270299,0.000156285,0.0001411994,0.0004026062,0.0002723997,0.001412311],"category_scores_gemma":[0.0002954942,0.0004027513,0.0001480358,0.0003530701,0.0001682681,0.0002402171,0.0001804009,0.00005356938,0.0003712139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002538257,"about_ca_system_score_gemma":0.0003517782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006593524,"about_ca_topic_score_gemma":0.00003622792,"domain_scores_codex":[0.9960833,0.0005556449,0.001188174,0.0008024187,0.000635267,0.0007351506],"domain_scores_gemma":[0.9979408,0.0001038307,0.000582117,0.0009028972,0.0002416277,0.0002287058],"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":[0.0001642703,0.0002812482,0.0001207969,0.00009978403,0.00005804742,0.0001559367,0.000195442,0.00003258238,0.9981955,0.0001414874,0.0004604357,0.00009449994],"study_design_scores_gemma":[0.0008524697,0.0002037905,0.0001242413,0.00006594686,0.0001501164,0.0000920179,0.00008295905,0.00002933597,0.9970183,0.0003361289,0.0006375052,0.0004071718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963049,0.0006466284,0.000008307456,0.0001018186,0.00117464,0.0003848424,0.0005909904,0.0002377808,0.0005500765],"genre_scores_gemma":[0.9988641,0.00003693168,0.0001350504,0.0001105834,0.0001728588,0.00007712933,0.0002045151,0.00007053817,0.0003282638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002559214,"threshold_uncertainty_score":0.9998425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022266553","doi":"10.3390/nano2020163","title":"Porous Copolymer Resins: Tuning Pore Structure and Surface Area with Non Reactive Porogens","year":2012,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Materials science; Porosity; Copolymer; Chemical engineering; Polymerization; Microporous material; Mesoporous material; Solubility; Monomer; Hildebrand solubility parameter; Suspension polymerization; Yield (engineering); Polymer; Solvent; Porous medium; Specific surface area; Polymer chemistry; Organic chemistry; Composite material; Chemistry; Catalysis","authors":[{"name":"Mohamed H. Mohamed","is_ca":false},{"name":"Lee D. Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03104492915553592,"gpt":0.2717109638758345,"spread":0.2406660347202986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001048069,0.001262321,0.004051561,0.0001835805,0.0003552781,0.0006367577,0.0006191222,0.0008445412,0.003476578],"category_scores_gemma":[0.00004646396,0.0008464095,0.0002051582,0.0002999073,0.0003001729,0.0005163805,0.0003650795,0.0001885801,0.0001668558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001796384,"about_ca_system_score_gemma":0.0004021907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002720211,"about_ca_topic_score_gemma":0.00002336882,"domain_scores_codex":[0.9951197,0.0005639078,0.001371277,0.001262235,0.0006197547,0.001063145],"domain_scores_gemma":[0.9962906,0.0001494242,0.001849292,0.00119301,0.0001499581,0.0003676917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002388637,0.0001332743,0.00002630848,0.01727418,0.0005386706,0.0004238405,0.0009028956,0.000001191018,0.9269344,0.0001269963,0.0005167892,0.05288262],"study_design_scores_gemma":[0.0008427293,0.0003104051,0.00001615371,0.008645361,0.005984139,0.002988769,0.0001803295,4.653778e-7,0.438736,0.00006379098,0.5394611,0.002770815],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2793877,0.7159335,0.000005014328,0.000007515047,0.001206344,0.001013559,0.001972819,0.000155585,0.0003179548],"genre_scores_gemma":[0.05354352,0.9411711,0.001226977,0.00005281274,0.0009468611,0.0001092885,0.001898437,0.0003420192,0.0007090253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5389442,"threshold_uncertainty_score":0.9993986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389924256","doi":"10.3390/nano13243170","title":"Review of Piezoelectric Properties and Power Output of PVDF and Copolymer-Based Piezoelectric Nanogenerators","year":2023,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piezoelectricity; Materials science; Ceramic; Nanoscopic scale; Composite material; Nanogenerator; Nanomaterials; Piezoelectric sensor; Energy harvesting; Nanotechnology; Power (physics)","authors":[{"name":"Neelesh Bhadwal","is_ca":true},{"name":"Ridha Ben Mrad","is_ca":true},{"name":"Kamran Behdinan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02245047295804963,"gpt":0.2215766885006255,"spread":0.1991262155425759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003189993,0.0002104404,0.0006101945,0.0002105084,0.00004039528,0.00002075588,0.00008741904,0.00008334392,0.0000415405],"category_scores_gemma":[0.0001749964,0.0001775171,0.00003828045,0.0004502505,0.00007727832,0.00008415178,0.00002903735,0.00002744456,0.000005816014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001470487,"about_ca_system_score_gemma":0.00002952851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001346952,"about_ca_topic_score_gemma":5.019709e-7,"domain_scores_codex":[0.9987767,0.00007620463,0.0005549543,0.0001915535,0.0001311475,0.0002693961],"domain_scores_gemma":[0.9994891,0.00006197933,0.0001267688,0.0001940646,0.00006516517,0.00006293616],"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":[0.0000196796,0.000009425034,0.0001144469,0.005847689,0.00002805158,0.000002682758,0.000039328,0.000236914,0.989358,0.00005458857,0.000472339,0.00381686],"study_design_scores_gemma":[0.0002947139,0.0001245633,0.0002472158,0.001614332,0.00003708606,0.000009432088,0.000006573626,0.0004693489,0.9958307,0.00002491939,0.001124116,0.000217011],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673136,0.03161072,0.00008704593,0.00001494696,0.0003445277,0.0002094709,0.00003834995,0.0002391651,0.0001421399],"genre_scores_gemma":[0.9859651,0.01352137,0.0002470822,0.000059301,0.00003942333,0.00002985041,0.00001450106,0.00004827906,0.00007509687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01865146,"threshold_uncertainty_score":0.7238937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891622084","doi":"10.3390/nano8090730","title":"Analysis of Biomolecules Based on the Surface Enhanced Raman Spectroscopy","year":2018,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Key Research and Development Program of China; Natural Science Foundation of Shandong Province; China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Biomolecule; Nanotechnology; Raman spectroscopy; Surface-enhanced Raman spectroscopy; Materials science; Nanomaterials; Raman scattering; Physics; Optics","authors":[{"name":"Min Jia","is_ca":false},{"name":"Shenmiao Li","is_ca":true},{"name":"Liguo Zang","is_ca":false},{"name":"Xiaonan Lu","is_ca":true},{"name":"Hongyan Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04045513045537839,"gpt":0.3211489603528993,"spread":0.2806938298975209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009332706,0.0003259356,0.001636034,0.0001525437,0.0001519485,0.000156839,0.0006805779,0.0001556563,0.002869504],"category_scores_gemma":[0.00008374135,0.0001808075,0.0005782794,0.0007902675,0.0001932004,0.00002904241,0.00006282134,0.00003639541,0.0004921743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003959575,"about_ca_system_score_gemma":0.0001229703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001977502,"about_ca_topic_score_gemma":0.00000367211,"domain_scores_codex":[0.9976425,0.0004721296,0.0008231312,0.0004850838,0.000280943,0.0002962676],"domain_scores_gemma":[0.9976431,0.0005227251,0.000713054,0.0009949903,0.0000688089,0.00005728425],"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":[0.00000891759,0.00008897363,5.711929e-7,0.0004566468,0.0001380236,4.864362e-7,0.00001826363,0.000006537665,0.9962842,0.0004984678,0.0002307707,0.002268093],"study_design_scores_gemma":[0.00004554845,0.00005185218,0.000003034836,0.0008219745,0.001970906,2.294923e-7,0.000004259718,0.00002477349,0.9035828,0.00001770164,0.09328326,0.0001937019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3825558,0.6123174,0.0001794172,0.00009627835,0.0006240438,0.001483097,0.001446754,0.0001313938,0.0011658],"genre_scores_gemma":[0.1834028,0.8147357,0.0009777043,0.0001003206,0.0002248745,0.0002377928,0.0001332439,0.00006672634,0.0001208583],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2024183,"threshold_uncertainty_score":0.998042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1520975041","doi":"10.3390/nano5020981","title":"Nano-Sized Cyclodextrin-Based Molecularly Imprinted Polymer Adsorbents for Perfluorinated Compounds—A Mini-Review","year":2015,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Global Institute for Water Security, University of Saskatchewan; University of Saskatchewan","keywords":"Molecularly imprinted polymer; Adsorption; Epichlorohydrin; Polymer; Materials science; Sorption; Chemical engineering; Cyclodextrin; Nanotechnology; Selectivity; Chemistry; Organic chemistry; Polymer chemistry; Composite material; Catalysis","authors":[{"name":"Abdalla H. Karoyo","is_ca":true},{"name":"Lee D. Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06069891991701736,"gpt":0.3645573380035745,"spread":0.3038584180865571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001673432,0.001100484,0.003631846,0.0001857394,0.000220642,0.0002235962,0.001727355,0.000632595,0.005965987],"category_scores_gemma":[0.0002165201,0.0008755217,0.0009688388,0.0007290621,0.0002838742,0.000213308,0.0004470959,0.0002515083,0.002501712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008490218,"about_ca_system_score_gemma":0.0005552278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002250971,"about_ca_topic_score_gemma":0.00001806742,"domain_scores_codex":[0.9935854,0.0009900145,0.001677747,0.001297231,0.001168149,0.001281465],"domain_scores_gemma":[0.9969599,0.0002815107,0.0008017912,0.001280492,0.0001020896,0.000574175],"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":[0.0001542179,0.0003031552,0.00002398059,0.02798972,0.0002249955,0.00004538052,0.00002656226,4.302364e-7,0.02033969,0.00001217056,0.01406628,0.9368134],"study_design_scores_gemma":[0.001209307,0.00017914,0.00000623115,0.009061271,0.0005566184,0.0000284419,0.000001674631,0.00001210135,0.006702429,0.00001126994,0.9812818,0.0009497833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005858698,0.990445,0.00006207272,0.00005446791,0.001058857,0.004736317,0.001170462,0.0001690916,0.001717825],"genre_scores_gemma":[0.0002045563,0.9920548,0.0006173729,0.0002470972,0.0001818591,0.002000646,0.001338963,0.0002002314,0.003154504],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9672155,"threshold_uncertainty_score":0.9993696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2955054605","doi":"10.3390/nano9070949","title":"Formation and Stability of Pea Proteins Nanoparticles Using Ethanol-Induced Desolvation","year":2019,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Proteins in Food Systems","field":"Agricultural and Biological Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Nanoparticle; Ethanol; Chemical engineering; Stability (learning theory); Chemistry; Materials science; Nanotechnology; Biophysics; Biochemistry; Computer science; Biology; Engineering","authors":[{"name":"Chi Diem Doan","is_ca":true},{"name":"Supratim Ghosh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06901073691853768,"gpt":0.251657002304986,"spread":0.1826462653864483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005845961,0.00007996756,0.000183424,0.000009159081,0.00005619866,0.00004414999,0.00008455163,0.00008032226,0.0001539253],"category_scores_gemma":[0.00005877851,0.00003330885,0.00002347711,0.0000916307,0.00002106762,0.0002892721,0.00005124092,0.00001771376,0.00001348286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002624765,"about_ca_system_score_gemma":0.000006793874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001740524,"about_ca_topic_score_gemma":0.00002835143,"domain_scores_codex":[0.9990885,0.0001559018,0.0003256307,0.0001514636,0.0001446296,0.0001338298],"domain_scores_gemma":[0.9995837,0.00004395843,0.0002113906,0.00006422418,0.00006893688,0.00002784343],"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":[0.00002617929,0.00001960993,0.003126787,0.00005481366,0.000002725934,9.358691e-8,0.0001342497,2.870036e-7,0.9941151,0.00006904332,6.190642e-7,0.002450513],"study_design_scores_gemma":[0.0001080707,0.000206543,0.009891771,0.00003713142,0.000003644547,0.000003897078,0.0001166914,0.00008127141,0.9892712,0.0001554126,0.00004693753,0.00007747707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987812,0.00003100366,0.000003366399,0.00004912126,0.0001526354,0.0008526157,0.00002187755,0.00003519359,0.0000730091],"genre_scores_gemma":[0.9997204,0.000001620909,0.0001792592,0.000008061801,0.00005730202,0.00002076537,0.000008804521,7.650552e-7,0.000003047276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006764983,"threshold_uncertainty_score":0.1685374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3026754005","doi":"10.3390/nano10051008","title":"Protein Supramolecular Structures: From Self-Assembly to Nanovaccine Design","year":2020,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"PROTEO; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; International Development Research Centre","keywords":"Supramolecular chemistry; Nanotechnology; Self-assembly; Context (archaeology); Computational biology; Immune system; Supramolecular assembly; Design elements and principles; Biology; Materials science; Computer science; Chemistry; Immunology; Molecule","authors":[{"name":"Ximena Zottig","is_ca":true},{"name":"Mélanie Côté‐Cyr","is_ca":true},{"name":"Dominic Arpin","is_ca":true},{"name":"Denis Archambault","is_ca":true},{"name":"Steve Bourgault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02733595312528273,"gpt":0.2888788593257607,"spread":0.261542906200478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001619152,0.0006081507,0.001554154,0.00006139654,0.0001239964,0.0002769819,0.0006950938,0.0003581562,0.008524206],"category_scores_gemma":[0.00006446554,0.0004885659,0.0002953207,0.0003180078,0.00001923966,0.0001611878,0.0005288977,0.0001544113,0.007321497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003881438,"about_ca_system_score_gemma":0.00009012853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004024059,"about_ca_topic_score_gemma":0.00001215812,"domain_scores_codex":[0.9973439,0.0004032424,0.0007853664,0.0008529333,0.0001966699,0.0004179025],"domain_scores_gemma":[0.9987493,0.00006021125,0.0003680227,0.0005583291,0.00001071117,0.0002534533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002016806,0.00004162654,8.050183e-8,0.0005187735,0.0001273103,0.00008945882,0.00008926828,0.000001251884,0.7791283,0.000007465583,0.004097117,0.2158792],"study_design_scores_gemma":[0.0001165708,0.0001053662,0.000006804013,0.001051459,0.0002909423,0.0000384377,0.000002493446,4.556533e-7,0.03513329,0.0000251294,0.9627414,0.0004876976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008251535,0.9772844,0.001368706,0.0001619271,0.002508176,0.007967491,0.001446678,0.0005482897,0.0004627598],"genre_scores_gemma":[0.0004052337,0.9610855,0.0355265,0.0003950542,0.0007442956,0.0007490871,0.0004078093,0.0002333414,0.0004532084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9586442,"threshold_uncertainty_score":0.9997566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3023489600","doi":"10.3390/nano10050890","title":"Artificial Intelligence Based Methods for Asphaltenes Adsorption by Nanocomposites: Application of Group Method of Data Handling, Least Squares Support Vector Machine, and Artificial Neural Networks","year":2020,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; University of Calgary","funders":"","keywords":"Asphaltene; Artificial neural network; Support vector machine; Least squares support vector machine; Group (periodic table); Artificial intelligence; Adsorption; Nanocomposite; Machine learning; Group contribution method; Computer science; Pattern recognition (psychology); Materials science; Data mining; Engineering; Chemical engineering; Chemistry; Nanotechnology; Organic chemistry","authors":[{"name":"Mohammad Sadegh Mazloom","is_ca":false},{"name":"Farzaneh Rezaei","is_ca":false},{"name":"Abdolhossein Hemmati‐Sarapardeh","is_ca":false},{"name":"Maen M. Husein","is_ca":true},{"name":"Sohrab Zendehboudi","is_ca":true},{"name":"Amin Bemani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05541223196336875,"gpt":0.3630065696224157,"spread":0.307594337659047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009523696,0.0002073811,0.0005928548,0.00005126485,0.00008215933,0.0000768092,0.0003905306,0.0001537233,0.0001069882],"category_scores_gemma":[0.0002020975,0.0001951411,0.0000912544,0.0001757653,0.00008584355,0.0001692509,0.00009705421,0.00005919489,5.944064e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001103142,"about_ca_system_score_gemma":0.00003219918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008860729,"about_ca_topic_score_gemma":0.0000076315,"domain_scores_codex":[0.9980724,0.0001617677,0.0008789102,0.0005335548,0.000146983,0.0002063125],"domain_scores_gemma":[0.99848,0.0003372957,0.0006320425,0.0003560364,0.000104702,0.0000899076],"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":[0.0003770517,0.00007279015,0.0001114555,0.0004534984,0.0000418998,1.614518e-7,0.00004679693,0.000448161,0.7766129,0.00006333025,0.00001517531,0.2217568],"study_design_scores_gemma":[0.00006991636,0.00005698126,0.000004158293,0.00001929773,0.0001339471,0.000001012526,0.0000243348,0.4441425,0.5551698,0.00006827121,0.0002093969,0.0001004509],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09757654,0.0004148917,0.9008782,0.0001425859,0.0000630538,0.00006813222,0.0007896028,0.00005506468,0.00001193907],"genre_scores_gemma":[0.8961832,0.00001398966,0.1016702,0.00004791874,0.0002546319,0.00005029494,0.001746237,0.00002640398,0.000007104243],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.799208,"threshold_uncertainty_score":0.7957622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307348205","doi":"10.3390/nano12213775","title":"Advances in Flexible Organic Photodetectors: Materials and Applications","year":2022,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Photodetector; Photodetection; Materials science; Fabrication; Electronics; Nanotechnology; Nanomaterials; Optoelectronics; Electrical engineering; Engineering","authors":[{"name":"Hossein Anabestani","is_ca":true},{"name":"Seyedfakhreddin Nabavi","is_ca":true},{"name":"Sharmistha Bhadra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02382893258825405,"gpt":0.2774856567661791,"spread":0.2536567241779251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003454589,0.0005712902,0.001958352,0.0003061908,0.0001040069,0.0001519573,0.0003155324,0.000257278,0.002824477],"category_scores_gemma":[0.00004918402,0.0005459941,0.00007890766,0.0003617879,0.00004661701,0.0002591472,0.0001464647,0.0001180846,0.0000759314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001874682,"about_ca_system_score_gemma":0.00004538049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009223864,"about_ca_topic_score_gemma":0.000005355045,"domain_scores_codex":[0.9976843,0.00019804,0.001043247,0.0004852062,0.0001452882,0.0004439152],"domain_scores_gemma":[0.9990612,0.0001911869,0.0002189644,0.0004359151,0.000009828028,0.00008292562],"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":[0.0000104861,0.00003326513,4.280181e-7,0.03972165,0.00005808867,0.00002908363,0.00004978045,0.0002187093,0.05990752,0.0003432561,0.00003904768,0.8995887],"study_design_scores_gemma":[0.000130522,0.00001746287,3.49605e-7,0.00111985,0.00008191093,0.00006744247,0.000006979613,5.47798e-7,0.01618908,0.0002097492,0.9816365,0.0005396521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005898213,0.9948765,0.00006231548,3.415221e-7,0.001336774,0.0009513322,0.0004032675,0.0006724796,0.001107146],"genre_scores_gemma":[0.0001463877,0.9964485,0.0002211604,0.000005282292,0.0004251168,0.002122358,0.0003243912,0.0002093582,0.00009749306],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9815974,"threshold_uncertainty_score":0.9996992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213383817","doi":"10.3390/nano12030485","title":"Optical Interconnects Finally Seeing the Light in Silicon Photonics: Past the Hype","year":2022,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Prince Edward Island","funders":"American University in Cairo","keywords":"Interconnection; Computer science; Electronic circuit; Transistor; Photonics; Optical interconnect; Microprocessor; Bottleneck; Chip; Silicon photonics; Integrated circuit; Telecommunications; Electrical engineering; Electronic engineering; Optoelectronics; Engineering; Materials science; Embedded system; Voltage","authors":[{"name":"Hosam Mekawey","is_ca":true},{"name":"Mohamed Y. El‐Sayed","is_ca":false},{"name":"Yehea Ismail","is_ca":false},{"name":"Mohamed A. Swillam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02981807499126539,"gpt":0.2665805851942012,"spread":0.2367625102029358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009785197,0.0004847565,0.001346507,0.00009945432,0.0001305347,0.0002240256,0.001076458,0.0002673564,0.001082955],"category_scores_gemma":[0.0001407233,0.0002588143,0.0003122774,0.0003048641,0.00006338531,0.00008650991,0.0003456262,0.0005141349,0.0002756961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002331084,"about_ca_system_score_gemma":0.0001052892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007071336,"about_ca_topic_score_gemma":0.00001695966,"domain_scores_codex":[0.9977069,0.0002987782,0.0008729628,0.0003549778,0.0002459911,0.0005203621],"domain_scores_gemma":[0.9983116,0.0008423537,0.0001250787,0.0006448379,0.0000114245,0.00006464924],"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":[0.00005811842,0.0002112912,0.000003359042,0.04194218,0.00117592,0.0006970997,0.002047554,0.0003933457,0.002766953,0.01660853,0.002782363,0.9313133],"study_design_scores_gemma":[0.00009830757,0.00003090862,0.000003028156,0.001810738,0.0001801963,0.00008181726,0.00004445498,0.0002130116,0.0002980683,0.00005066048,0.9968605,0.0003282871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002231471,0.9796993,0.000002034079,0.00006903762,0.002010367,0.0009861868,0.00004544054,0.0001680749,0.01478814],"genre_scores_gemma":[0.003120728,0.9955588,0.00003864973,0.0001034828,0.0002522088,0.0006778488,0.0000482796,0.0001027832,0.00009722739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9940782,"threshold_uncertainty_score":0.9999864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3086802743","doi":"10.3390/nano10091812","title":"Characterization of Commercial Metal Oxide Nanomaterials: Crystalline Phase, Particle Size and Specific Surface Area","year":2020,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; University of Ottawa; Health Canada; National Research Council Canada","funders":"Health Canada; University of Ottawa","keywords":"Nanomaterials; Characterization (materials science); Materials science; Nanotechnology; Particle size; Crystallite; Oxide; Nanoparticle; Specific surface area; Chemical engineering; Metallurgy; Chemistry","authors":[{"name":"Michael E. Bushell","is_ca":true},{"name":"Suzanne Beauchemin","is_ca":true},{"name":"Filip Kunc","is_ca":true},{"name":"David W. Gardner","is_ca":true},{"name":"Jeffrey S. Ovens","is_ca":true},{"name":"Floyd Toll","is_ca":true},{"name":"David C. Kennedy","is_ca":true},{"name":"Kathy Nguyen","is_ca":true},{"name":"Djordje Vladisavljevic","is_ca":true},{"name":"Pat E. Rasmussen","is_ca":true},{"name":"Linda J. Johnston","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04325903260665675,"gpt":0.2647789886438564,"spread":0.2215199560371997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005602111,0.0002476008,0.000643286,0.00001852224,0.0001496028,0.0001935874,0.0002624163,0.00009313974,0.002270183],"category_scores_gemma":[0.0001494711,0.0002220595,0.00006481401,0.0001986613,0.0001796419,0.0003505457,0.0001362096,0.00002710429,0.000121041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001780012,"about_ca_system_score_gemma":0.00003971543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001366573,"about_ca_topic_score_gemma":0.000001341385,"domain_scores_codex":[0.9978156,0.00022445,0.0008999105,0.0004609605,0.0002543267,0.0003447531],"domain_scores_gemma":[0.9987875,0.0001771456,0.0004238248,0.0003151692,0.00009808117,0.0001982646],"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":[0.0002520104,0.0002079495,0.0001328122,0.00005609113,0.00001215378,0.000003340498,0.0003076287,0.000004870703,0.9980983,0.0006652417,0.00005281798,0.0002068468],"study_design_scores_gemma":[0.001032663,0.0001390894,0.002694987,0.00002404348,0.00004445319,0.000006759898,0.00004206977,0.00006985344,0.9923422,0.00005533414,0.003313021,0.0002354854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972295,0.00009509703,0.0003442928,0.0006811219,0.0002036039,0.0005137711,0.0007601841,0.0001411516,0.0000312368],"genre_scores_gemma":[0.9977289,0.0001028706,0.001647182,0.0001624276,0.0002060563,0.00004240255,0.00004785801,0.00003605027,0.00002619941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005755996,"threshold_uncertainty_score":0.9986418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210561843","doi":"10.3390/nano12030403","title":"Improved Melting of Latent Heat Storage Using Fin Arrays with Non-Uniform Dimensions and Distinct Patterns","year":2022,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Phase Change Materials Research","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Thermal energy storage; Fin; Materials science; Phase-change material; Heat exchanger; Heat transfer; Annular fin; Latent heat; Energy storage; Casing; Mechanics; Thermal; Thermodynamics; Mechanical engineering; Composite material; Heat transfer coefficient; Engineering; Physics","authors":[{"name":"Farqad T. Najim","is_ca":false},{"name":"Hayder I. Mohammed","is_ca":false},{"name":"Hussein M. Taqi Al-Najjar","is_ca":false},{"name":"Lakshmi Thangavelu","is_ca":false},{"name":"Mustafa Z. Mahmoud","is_ca":false},{"name":"Jasim M. Mahdi","is_ca":false},{"name":"Mohammadreza Ebrahimnataj Tiji","is_ca":false},{"name":"Wahiba Yaïci","is_ca":true},{"name":"Pouyan Talebizadehsardari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02838044161629016,"gpt":0.25466525707746,"spread":0.2262848154611698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003970609,0.0001900896,0.0003767161,0.0001263627,0.0001812076,0.0000597252,0.0001401412,0.00004067405,0.0003675983],"category_scores_gemma":[0.00001654571,0.0001679552,0.00002780888,0.0001213606,0.0000362721,0.000104277,0.0002624202,0.00007381156,0.000001382149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374022,"about_ca_system_score_gemma":0.00003142166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002313971,"about_ca_topic_score_gemma":0.00002188176,"domain_scores_codex":[0.9988353,0.00007356726,0.0002950706,0.0002083595,0.0002299965,0.0003576537],"domain_scores_gemma":[0.9995211,0.00004689617,0.00005959349,0.0002509416,0.00003420124,0.00008727283],"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":[0.00005812516,0.00002714715,0.0004092339,0.0002595595,0.0000355355,0.00002810774,0.0004779499,0.00464825,0.9939708,0.000002722027,0.00001178869,0.00007079676],"study_design_scores_gemma":[0.000897223,0.0002350631,0.0009127542,0.00009134738,0.00003051384,0.00006554253,0.0001591226,0.06670383,0.9305274,0.000008052607,0.00008767467,0.000281469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974723,0.00006222581,0.0009089506,0.00001327483,0.000431688,0.0004024735,0.0005829664,0.00009731125,0.00002879272],"genre_scores_gemma":[0.9988512,0.0000145919,0.0008416288,0.000006707357,0.00007852059,0.00007945855,0.00005345086,0.00006207285,0.00001239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06344337,"threshold_uncertainty_score":0.6849015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162250049","doi":"10.3390/nano3010022","title":"Harnessing Sun’s Energy with Quantum Dots Based Next Generation Solar Cell","year":2012,"lang":"en","type":"review","venue":"Nanomaterials","topic":"solar cell performance optimization","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Quantum dot; Solar cell; Solar energy; Engineering physics; Optoelectronics; Physics; Materials science; Astrobiology; Nanotechnology; Astronomy; Environmental science; Engineering; Electrical engineering","authors":[{"name":"Mohammad A. Halim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05977029853456127,"gpt":0.2443558555013104,"spread":0.1845855569667491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002960944,0.0006049553,0.001186324,0.0002470736,0.0001221459,0.0003821866,0.0002107136,0.0005052025,0.0004919155],"category_scores_gemma":[0.000005862157,0.0004978033,0.0001370447,0.0002463446,0.00002373623,0.0006149217,0.00002746444,0.0001089073,0.0001856857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002227339,"about_ca_system_score_gemma":0.0001445279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001149288,"about_ca_topic_score_gemma":0.000003504767,"domain_scores_codex":[0.9981316,0.0001481708,0.0006818163,0.0003249127,0.0002306042,0.0004829267],"domain_scores_gemma":[0.9990312,0.00003293186,0.0002929366,0.0004811623,0.00005455109,0.0001071935],"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":[0.00002124235,0.0001369674,0.000007947358,0.05557343,0.0002489515,0.00003030662,0.0001376787,0.02615392,0.03621596,0.00006881609,0.001298261,0.8801065],"study_design_scores_gemma":[0.0002598309,0.00003203538,4.888046e-7,0.002113535,0.0005825619,0.000018355,0.000002303025,0.06680971,0.01084,6.965365e-7,0.9185152,0.0008252701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003221836,0.984482,0.01123742,8.85729e-7,0.002560618,0.0004029248,0.00003325391,0.0004269276,0.0005337618],"genre_scores_gemma":[0.001749035,0.9892442,0.005360775,0.00001355355,0.001427866,0.0002293368,0.001538041,0.0003043733,0.0001327781],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.917217,"threshold_uncertainty_score":0.9997473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000517777","doi":"10.3390/nano10010176","title":"Carbon Nanoparticles Functionalized with Carboxylic Acid Improved the Germination and Seedling Vigor in Upland Boreal Forest Species","year":2020,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Seed Germination and Physiology","field":"Agricultural and Biological Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Northern Alberta Institute of Technology; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Seedling; Germination; Taiga; Carbon fibers; Environmental science; Boreal; Nanoparticle; Ecology; Materials science; Agronomy; Biology; Nanotechnology; Composite material","authors":[{"name":"Md. Hossen Ali","is_ca":true},{"name":"Jean-Marie Sobze","is_ca":true},{"name":"Thu Huong Pham","is_ca":true},{"name":"Muhammad Nadeem","is_ca":true},{"name":"Chen Liu","is_ca":true},{"name":"Lakshman Galagedara","is_ca":true},{"name":"Mumtaz Cheema","is_ca":true},{"name":"Raymond Thomas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02010502213153023,"gpt":0.2102350228110248,"spread":0.1901300006794946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001301234,0.00009365355,0.0001482433,0.000007300621,0.00008124461,0.00005959702,0.00007306801,0.00005285869,0.00009819846],"category_scores_gemma":[0.00004108579,0.00003071982,0.00001540406,0.0001449077,0.00006119125,0.0000580003,0.00002868809,0.00003265101,0.000001934122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009054762,"about_ca_system_score_gemma":0.000008551283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001677171,"about_ca_topic_score_gemma":0.0004389427,"domain_scores_codex":[0.9993557,0.00008734295,0.0001581546,0.000178842,0.00007883226,0.0001410718],"domain_scores_gemma":[0.9997191,0.0001074174,0.00007243398,0.00002629093,0.00003141188,0.00004327627],"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":[0.000167664,0.00001098322,0.007807177,0.000006333615,0.000004175805,0.000001645247,0.0002311967,0.000001945225,0.9892207,0.0001092179,0.000009263049,0.002429682],"study_design_scores_gemma":[0.0003901708,0.0002538695,0.8679574,0.000008261102,0.000008626999,0.000006900591,0.0002824995,0.0004183886,0.1286302,0.0001208625,0.001815927,0.0001069285],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968869,0.00009823175,2.251377e-7,0.002288992,0.00007627521,0.0002046001,0.00001632412,0.00003070547,0.0003977378],"genre_scores_gemma":[0.9993134,0.0000162723,0.00001126586,0.0003022345,0.0002343187,0.00003066924,0.00004163272,0.000001029459,0.00004921618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8605905,"threshold_uncertainty_score":0.1252718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043716530","doi":"10.3390/nano3020221","title":"Separation of Short Single- and Double-Stranded DNA Based on Their Adsorption Kinetics Difference on Graphene Oxide","year":2013,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Adsorption; Graphene; DNA; Oxide; Mixing (physics); Kinetics; Centrifugation; DNA extraction; Chemistry; Materials science; Double stranded; Extraction (chemistry); Chromatography; Selectivity; Gel electrophoresis of nucleic acids; Chemical engineering; Nanotechnology; Biochemistry; Polymerase chain reaction; Organic chemistry; Gene; Physics","authors":[{"name":"Po‐Jung Jimmy Huang","is_ca":true},{"name":"Juewen Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01861124600969889,"gpt":0.2655010476286595,"spread":0.2468898016189606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009607564,0.0001655107,0.0002097574,0.00006249709,0.00002879756,0.00003347885,0.00006886093,0.0001565255,0.000005018027],"category_scores_gemma":[0.00001866393,0.0001226472,0.00005870941,0.00005624406,0.00007497492,0.000003857414,0.00001909864,0.00002344829,0.000001016892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008534505,"about_ca_system_score_gemma":0.000008406259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007751744,"about_ca_topic_score_gemma":0.000006760575,"domain_scores_codex":[0.9991861,0.00005720159,0.0002542502,0.000270361,0.0001017362,0.0001303766],"domain_scores_gemma":[0.9994897,0.0000150478,0.0001072475,0.0002623588,0.00008575359,0.00003983857],"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":[0.0002664768,0.0001094258,0.0001925869,0.00001369245,0.00001541435,2.055951e-7,0.000005291623,0.00001096066,0.9981539,0.00001631312,0.00003231117,0.001183473],"study_design_scores_gemma":[0.0003560366,0.0008050117,0.004832474,0.00003895473,0.00001860958,0.000001751224,0.000007003962,0.00006757463,0.9935444,0.0001051291,0.00008068643,0.0001423796],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985793,0.00001457146,0.0008564758,0.00004633759,0.00004849105,0.0002423678,0.00002706826,0.00002943956,0.0001559376],"genre_scores_gemma":[0.9983897,0.00004428528,0.001154901,0.0001098153,0.00005607035,0.0000180021,0.0001754402,0.00001299817,0.00003875497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004639886,"threshold_uncertainty_score":0.5001406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}