{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":303,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":303,"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":"35d674f4e6f8","filters":{"venue":"Journal of Energy Storage"}},"results":[{"id":"W2983402152","doi":"10.1016/j.est.2019.101047","title":"A review of energy storage types, applications and recent developments","year":2019,"lang":"en","type":"review","venue":"Journal of Energy Storage","topic":"Advanced battery technologies research","field":"Engineering","cited_by":1920,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Energy storage; Compressed air energy storage; Hydrogen storage; Flywheel; Thermal energy storage; Computer data storage; Electrochemical energy storage; Flywheel energy storage; Grid energy storage; Pumped-storage hydroelectricity; Energy (signal processing); Process engineering; Environmental science; Computer science; Supercapacitor; Engineering; Chemistry; Mechanical engineering; Physics; Hydrogen; Power (physics); Electrochemistry","authors":[{"name":"Seama Koohi‐Fayegh","is_ca":true},{"name":"Marc A. Rosen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0430676998085294,"gpt":0.323984072282309,"spread":0.2809163724737795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000575934,0.0009407556,0.001429915,0.003678408,0.0002768433,0.00120167,0.0009011767,0.0007546854,0.004279052],"category_scores_gemma":[0.0007935839,0.0003662839,0.0006678454,0.004490228,0.0003204473,0.001848281,0.0005691276,0.0009774528,0.001584703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004751665,"about_ca_system_score_gemma":0.001186055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054152,"about_ca_topic_score_gemma":0.002324727,"domain_scores_codex":[0.9997807,0.0000208442,0.00005144397,0.0000449466,0.00008287286,0.00001918259],"domain_scores_gemma":[0.9996098,0.0001821637,0.00006258595,0.000009852628,0.0001145834,0.00002109704],"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":[0.0001273323,0.00008776879,0.0003491319,0.04268792,0.0001292618,0.0001265685,0.00005235119,0.000380153,0.003537163,0.003838515,0.02717827,0.9215055],"study_design_scores_gemma":[0.00002027656,0.0001554768,0.00124014,0.004904379,0.0002705001,0.0008852968,0.00007761605,0.0001648242,0.0009830777,0.002102307,0.989161,0.00003523787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002324202,0.9982552,0.0001339485,0.0001410134,0.0001966977,0.00000602525,0.0000642123,0.000007785395,0.0009627216],"genre_scores_gemma":[0.0006923651,0.9982222,0.0002357137,0.0001229246,0.0001706391,0.000005124339,0.00005625649,0.000001185206,0.0004936364],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004279052,"threshold_uncertainty_score":0.01431483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3202060642","doi":"10.1016/j.est.2021.103252","title":"A comprehensive equivalent circuit model for lithium-ion batteries, incorporating the effects of state of health, state of charge, and temperature on model parameters","year":2021,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":510,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Nuvation (Canada); University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Equivalent circuit; Thévenin's theorem; State of charge; State of health; Electronic engineering; Lithium-ion battery; Capacitance; Voltage; Battery (electricity); Materials science; Computer science; Engineering; Electrical engineering; Chemistry; Physics","authors":[{"name":"Manh‐Kien Tran","is_ca":true},{"name":"Manoj Mathew","is_ca":true},{"name":"Stefan Janhunen","is_ca":true},{"name":"Satyam Panchal","is_ca":true},{"name":"Kaamran Raahemifar","is_ca":false},{"name":"Roydon Fraser","is_ca":true},{"name":"Michael Fowler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03048193699026707,"gpt":0.2693872627715993,"spread":0.2389053257813322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002195373,0.001023434,0.001276214,0.0005130842,0.000534727,0.001096818,0.002323665,0.001640373,0.005573499],"category_scores_gemma":[0.0006569662,0.0004326414,0.001055193,0.0007792141,0.0003145255,0.002170869,0.0004329258,0.001043208,0.00208437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000853301,"about_ca_system_score_gemma":0.0009303822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006437865,"about_ca_topic_score_gemma":0.01087831,"domain_scores_codex":[0.9998069,0.00003577256,0.0000127776,0.00003881771,0.00008833754,0.00001739665],"domain_scores_gemma":[0.9998254,0.00005075127,0.00001714393,0.00002344271,0.00007728636,0.000006008284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006065751,0.00005423373,0.0002519613,0.0002377344,0.00004896027,0.0001843163,0.00008127352,0.9399158,0.01150432,0.01522038,0.004238373,0.02820182],"study_design_scores_gemma":[0.00000805445,0.00003446926,0.000142702,0.0000194802,0.00003132314,0.00008575148,0.00001359255,0.9890092,0.001351498,0.004004803,0.005285334,0.0000137541],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01477614,0.00119667,0.9486516,0.0004208634,0.000213428,0.0001752007,0.00160229,0.00189044,0.03107336],"genre_scores_gemma":[0.7927123,0.0033886,0.1112614,0.0007488808,0.0002176123,0.0008484094,0.003445375,0.0007295202,0.08664784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006437865,"threshold_uncertainty_score":0.01864523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006041466","doi":"10.1016/j.est.2020.101231","title":"Strategies to limit degradation and maximize Li-ion battery service lifetime - Critical review and guidance for stakeholders","year":2020,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":202,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Royal Bank of Canada","keywords":"Cordless; Battery (electricity); Electronics; Service (business); Product (mathematics); Degradation (telecommunications); Limiting; Computer science; Reliability engineering; Risk analysis (engineering); Power (physics); Automotive engineering; Engineering; Telecommunications; Business; Electrical engineering; Marketing","authors":[{"name":"Maxwell Woody","is_ca":false},{"name":"Maryam Arbabzadeh","is_ca":false},{"name":"Geoffrey Lewis","is_ca":false},{"name":"Gregory A. Keoleian","is_ca":false},{"name":"Anna G. Stefanopoulou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07386634674687051,"gpt":0.2923255801170973,"spread":0.2184592333702268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02965279,0.001625727,0.001887316,0.002845535,0.0013787,0.00641107,0.004738952,0.007822729,0.003827053],"category_scores_gemma":[0.03878677,0.0005753255,0.001137665,0.001758667,0.002625332,0.005654008,0.00274803,0.005434345,0.001172152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005909125,"about_ca_system_score_gemma":0.03813006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008367225,"about_ca_topic_score_gemma":0.01577182,"domain_scores_codex":[0.9925848,0.00213165,0.001097808,0.0004273171,0.003208645,0.0005497516],"domain_scores_gemma":[0.9453825,0.02478802,0.00416956,0.0008209047,0.02325473,0.001584214],"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":[0.0002210232,0.0002830338,0.0009102919,0.03039646,0.0002107251,0.0006679994,0.001431784,0.004417553,0.003561157,0.05678781,0.1720809,0.7290313],"study_design_scores_gemma":[0.0000828144,0.0003210423,0.0006810694,0.04070295,0.000286635,0.0003275898,0.00211637,0.001135837,0.002951909,0.02929536,0.9220044,0.00009405299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001824287,0.7626938,0.009059017,0.2058765,0.004017366,0.0005217302,0.0002901997,0.0001100227,0.01560706],"genre_scores_gemma":[0.03505599,0.8961446,0.03042488,0.02968601,0.001757771,0.0009145591,0.0002401683,0.0000515244,0.00572451],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02965279,"threshold_uncertainty_score":0.1568208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124346424","doi":"10.1016/j.est.2021.102252","title":"Control strategy to smooth wind power output using battery energy storage system: A review","year":2021,"lang":"en","type":"review","venue":"Journal of Energy Storage","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":193,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Wind power; Energy storage; Battery (electricity); Reliability (semiconductor); Power (physics); Computer science; Engineering; Automotive engineering; Reliability engineering; Electrical engineering","authors":[{"name":"Luanna Maria Silva de Siqueira","is_ca":true},{"name":"Wei Peng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02000276287489502,"gpt":0.2486126806708658,"spread":0.2286099177959708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004172587,0.0009491751,0.001472832,0.001017903,0.0001917058,0.0008531546,0.001128125,0.0009036229,0.002605093],"category_scores_gemma":[0.0007902864,0.0003959649,0.0007009716,0.001669968,0.0002700125,0.001009964,0.0004503883,0.0007144667,0.0006467726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602219,"about_ca_system_score_gemma":0.0006012061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508745,"about_ca_topic_score_gemma":0.001406543,"domain_scores_codex":[0.9998449,0.00001520146,0.00002564749,0.00005242103,0.00004889836,0.0000129144],"domain_scores_gemma":[0.9996833,0.0001640005,0.00004248357,0.00001355171,0.00008473785,0.00001201568],"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":[0.0001164181,0.0001581607,0.0002615295,0.01833699,0.0002687143,0.00009922747,0.00004108189,0.005235474,0.003221501,0.004074822,0.007375471,0.9608107],"study_design_scores_gemma":[0.0002325328,0.002255621,0.005884568,0.01054355,0.00264576,0.002122722,0.0002864337,0.03474395,0.01245929,0.01031464,0.9182228,0.000287987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009829672,0.9912648,0.005374917,0.0001600549,0.0002592494,0.00001735666,0.00003199278,0.00002970404,0.001878985],"genre_scores_gemma":[0.01517966,0.9783639,0.004268037,0.000191282,0.0004153304,0.00003376205,0.00008536957,0.00001061708,0.001452022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002605093,"threshold_uncertainty_score":0.008714855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4207043006","doi":"10.1016/j.est.2022.104061","title":"Lithium-ion battery State-of-Charge estimation based on an improved Coulomb-Counting algorithm and uncertainty evaluation","year":2022,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":166,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Battery (electricity); State of charge; Parametric statistics; Lithium-ion battery; Algorithm; Heuristic; Computer science; Control theory (sociology); Engineering; Mathematics; Power (physics); Statistics; Physics; Artificial intelligence","authors":[{"name":"Fazel Mohammadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01405806831395425,"gpt":0.2734634025700754,"spread":0.2594053342561212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000827775,0.0007311145,0.001303721,0.0009324623,0.0007186285,0.001201945,0.001330486,0.0008572126,0.001335407],"category_scores_gemma":[0.003525745,0.0003043085,0.0006814718,0.000976296,0.0003267689,0.001510436,0.0009116898,0.0005783119,0.0003696874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006416524,"about_ca_system_score_gemma":0.001388833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005514319,"about_ca_topic_score_gemma":0.005209689,"domain_scores_codex":[0.9993597,0.0001066586,0.00006783422,0.0001334625,0.0002887416,0.00004361791],"domain_scores_gemma":[0.9988331,0.0004801025,0.00008634671,0.00006837495,0.0005035687,0.00002854459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003365969,0.0001837404,0.003535271,0.0002091487,0.0001448822,0.0001624364,0.0001169013,0.4806691,0.01656291,0.01163616,0.002599719,0.4838431],"study_design_scores_gemma":[0.000004674855,0.00001355054,0.0002841409,0.000003837759,0.00001082804,0.00002980838,0.000004409418,0.9969854,0.001681105,0.0007589595,0.0002130722,0.00001021104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02268538,0.0003275245,0.974838,0.00006296085,0.00003651851,0.00003191501,0.00004236132,0.0004889292,0.001486293],"genre_scores_gemma":[0.7106358,0.0003656541,0.2849663,0.0001308042,0.00008429283,0.0001705717,0.0003661639,0.0001175614,0.003162757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005514319,"threshold_uncertainty_score":0.01096445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389728192","doi":"10.1016/j.est.2023.109888","title":"Capabilities of compressed air energy storage in the economic design of renewable off-grid system to supply electricity and heat costumers and smart charging-based electric vehicles","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":162,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Prince Sattam bin Abdulaziz University","keywords":"Renewable energy; Automotive engineering; Energy storage; Thermal energy storage; Compressed air energy storage; Electric power; Distributed generation; Electrical load; Pumped-storage hydroelectricity; Electricity generation; Wind power; Electricity; Waste heat; Engineering; Electrical engineering; Power (physics); Mechanical engineering; Voltage","authors":[{"name":"Farshad Khalafian","is_ca":false},{"name":"Nahal Iliaee","is_ca":true},{"name":"Ekaterina Diakina","is_ca":false},{"name":"Peyman Saberi Parsa","is_ca":false},{"name":"Mohammed M. Alhaider","is_ca":false},{"name":"Milad Hadizadeh Masali","is_ca":false},{"name":"Sasan Pirouzi","is_ca":false},{"name":"Min Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005941512776872898,"gpt":0.1756133336489136,"spread":0.1696718208720407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003751597,0.0003520927,0.0003691776,0.0002981139,0.0003315608,0.0009178773,0.0004693513,0.0003702311,0.003526314],"category_scores_gemma":[0.0006351123,0.0001841782,0.0002289533,0.0002021944,0.0003308592,0.0007997714,0.0003534305,0.0002897459,0.0001475875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005591177,"about_ca_system_score_gemma":0.0007261079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00616457,"about_ca_topic_score_gemma":0.009498764,"domain_scores_codex":[0.9998639,0.00004312089,0.00000707762,0.00001370948,0.00004828638,0.0000240062],"domain_scores_gemma":[0.9997633,0.0001030256,0.00002304221,0.00001121635,0.00008409966,0.00001534515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005449075,0.00009848362,0.001101308,0.0001509744,0.00004330811,0.0002323371,0.00004885747,0.9334476,0.01346069,0.0212758,0.001038576,0.02855716],"study_design_scores_gemma":[0.00001698495,0.00008305287,0.0002240085,0.000007669813,0.00001168817,0.00002507103,0.00002260568,0.9946197,0.002426827,0.001963729,0.0005932748,0.000005424928],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6420665,0.002265202,0.2597209,0.001685098,0.0003514883,0.0002511489,0.000342809,0.0003556595,0.09296127],"genre_scores_gemma":[0.9972597,0.00008856665,0.001328656,0.0000127762,0.000008383887,0.000008705127,0.0000119962,0.000005650651,0.001275457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00616457,"threshold_uncertainty_score":0.0122574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010942668","doi":"10.1016/j.est.2020.101339","title":"N-eicosane/expanded graphite as composite phase change materials for electro-driven thermal energy storage","year":2020,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Phase Change Materials Research","field":"Engineering","cited_by":146,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Thermal energy storage; Materials science; Thermal conductivity; Latent heat; Composite number; Phase-change material; Composite material; Graphite; Heat capacity; Energy storage; Thermal diffusivity; Heat transfer; Thermodynamics; Thermal","authors":[{"name":"Chuanchang Li","is_ca":true},{"name":"Bo Zhang","is_ca":false},{"name":"Qingxia Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04402325639681182,"gpt":0.2911135017424963,"spread":0.2470902453456845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000920274,0.0001619262,0.0001076163,0.0002207,0.0001351036,0.0001813496,0.0001431056,0.0002154388,0.0008015659],"category_scores_gemma":[0.000101092,0.00009350654,0.0001026402,0.0001509201,0.00009995157,0.000204291,0.000124775,0.0002262697,0.0001787075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012396,"about_ca_system_score_gemma":0.0001011849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001895807,"about_ca_topic_score_gemma":0.001112109,"domain_scores_codex":[0.999956,0.000008055382,0.000002235048,0.000008598707,0.0000155883,0.000009399212],"domain_scores_gemma":[0.9999632,0.000009486126,0.00000637642,0.000003828599,0.000008377771,0.000008801726],"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":[0.0001837386,0.00002554348,0.0001090235,0.00005777889,0.000003746334,0.00006410867,0.0000166897,0.0002550233,0.9956229,0.0002013374,0.0000972064,0.003362807],"study_design_scores_gemma":[0.00000945156,0.0002000826,0.001031648,0.00000561931,0.000007216589,0.00005516725,0.00001956249,0.002048489,0.9953023,0.00003881538,0.001276334,0.000005251798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959536,0.0006227469,0.00123381,0.00002893678,0.00004262303,0.00001212384,0.00007618759,0.00006917596,0.001960737],"genre_scores_gemma":[0.9973138,0.000186006,0.001185626,0.00001051983,0.000003696748,0.000007599824,0.00003745373,0.00000888795,0.001246287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008015659,"threshold_uncertainty_score":0.002681494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2300276917","doi":"10.1016/j.est.2016.03.003","title":"Accuracy improvement of SOC estimation in lithium-ion batteries","year":2016,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":145,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Battery pack; State of charge; Voltage; Adaptive neuro fuzzy inference system; Battery (electricity); System on a chip; Computer science; Automotive engineering; Fuzzy logic; Engineering; Control theory (sociology); Simulation; Power (physics); Electrical engineering; Embedded system; Artificial intelligence; Fuzzy control system; Physics","authors":[{"name":"Mohamed A. Awadallah","is_ca":true},{"name":"Bala Venkatesh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01271775403877675,"gpt":0.2656985728725708,"spread":0.2529808188337941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008053631,0.0004925547,0.0004742467,0.0007043516,0.0003438176,0.0009484645,0.0006790267,0.0004895941,0.0006024471],"category_scores_gemma":[0.005439399,0.00021161,0.0002336884,0.0005557357,0.000175076,0.0006686838,0.0005408079,0.0003907084,0.0003708494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004127954,"about_ca_system_score_gemma":0.0004691399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005821731,"about_ca_topic_score_gemma":0.004852996,"domain_scores_codex":[0.9993123,0.0001410517,0.00005983223,0.0001293652,0.0002880176,0.00006950384],"domain_scores_gemma":[0.9978762,0.0007834969,0.0001427438,0.0002491256,0.0009159365,0.00003246749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001872678,0.0001388949,0.05276437,0.0003563623,0.0002037508,0.0002537575,0.0003483656,0.204289,0.06662323,0.002524166,0.003251204,0.6673743],"study_design_scores_gemma":[0.00001564111,0.0001280087,0.0124078,0.00002600496,0.00004962554,0.0001477808,0.00005648345,0.9395726,0.04516207,0.0007747542,0.00163427,0.000024914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5352675,0.004461962,0.4503986,0.0004192481,0.0003995211,0.00004002466,0.0004402622,0.003002965,0.005569857],"genre_scores_gemma":[0.9828333,0.0002745662,0.015584,0.00004236722,0.00004580949,0.000007733626,0.0002355271,0.00003604998,0.0009405824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005821731,"threshold_uncertainty_score":0.0115757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376111537","doi":"10.1016/j.est.2023.107649","title":"Computational study on hybrid air-PCM cooling inside lithium-ion battery packs with varying number of cells","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":138,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Battery pack; Thermal; Materials science; Phase-change material; Battery (electricity); Automotive engineering; Air cooling; Environmental science; Nuclear engineering; Mechanical engineering; Engineering; Thermodynamics","authors":[{"name":"Lalan K. Singh","is_ca":false},{"name":"Rajesh Kumar","is_ca":false},{"name":"Anoop K. Gupta","is_ca":false},{"name":"Ashwini Kumar Sharma","is_ca":false},{"name":"Satyam Panchal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01716874125260382,"gpt":0.2700556068207737,"spread":0.2528868655681699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002117979,0.0004768464,0.001153235,0.0003519645,0.001097117,0.001008586,0.00102962,0.001297269,0.006335744],"category_scores_gemma":[0.0009565673,0.000347914,0.0008195626,0.000490845,0.0008272711,0.0008227575,0.0006618302,0.0007285578,0.0002831449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000510095,"about_ca_system_score_gemma":0.0008949566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0167451,"about_ca_topic_score_gemma":0.0123032,"domain_scores_codex":[0.999886,0.00002337462,0.000003886677,0.00002137037,0.00002095233,0.00004427844],"domain_scores_gemma":[0.9994568,0.0003345876,0.00003417998,0.00003096526,0.00008597485,0.00005735709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000143058,0.00006964295,0.001391047,0.00007239207,0.00002369127,0.0001837805,0.000025693,0.9939969,0.001077966,0.0009131819,0.0005280862,0.00157471],"study_design_scores_gemma":[0.00003032601,0.00006631078,0.0006648717,0.000005981839,0.00001445018,0.00001971609,0.00005277055,0.9981712,0.0005220813,0.0002223961,0.0002244985,0.000005333627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590377,0.0004090533,0.01454587,0.000478444,0.0001328921,0.00005079517,0.0005420686,0.0001345538,0.02466867],"genre_scores_gemma":[0.9941955,0.00007139134,0.001867091,0.00004853104,0.00001762968,0.00003026092,0.0001748805,0.0000258026,0.003568905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0167451,"threshold_uncertainty_score":0.03329527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407292988","doi":"10.1016/j.est.2025.115729","title":"Supercapacitors: A promising solution for sustainable energy storage and diverse applications","year":2025,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":134,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"United Arab Emirates University","keywords":"Supercapacitor; Energy storage; Sustainable energy; Nanotechnology; Materials science; Computer science; Engineering; Renewable energy; Electrical engineering; Chemistry; Physics; Capacitance; Electrode; Power (physics)","authors":[{"name":"Chandu V.V. Muralee Gopi","is_ca":false},{"name":"Salem Alzahmi","is_ca":false},{"name":"Venkatesha Narayanaswamy","is_ca":false},{"name":"Rajangam Vinodh","is_ca":true},{"name":"Bashar Issa","is_ca":false},{"name":"Ihab M. Obaidat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01265626991921132,"gpt":0.2423032176567875,"spread":0.2296469477375762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002311454,0.0006007307,0.000578899,0.0008403354,0.0005403105,0.001702245,0.0008187029,0.001118852,0.006499098],"category_scores_gemma":[0.0003090565,0.000260781,0.0002464734,0.001388375,0.0005698199,0.002043882,0.0007427279,0.001422485,0.002143546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004093774,"about_ca_system_score_gemma":0.0004948824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003487931,"about_ca_topic_score_gemma":0.001071124,"domain_scores_codex":[0.9997967,0.00001359379,0.000008456334,0.00004776105,0.0001001527,0.0000333534],"domain_scores_gemma":[0.9998749,0.00002664359,0.00001310394,0.00001040798,0.0000494604,0.00002544624],"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":[0.0002276688,0.0001985982,0.0008457438,0.002825194,0.0001086385,0.0007383444,0.0002234372,0.002731027,0.5493149,0.09669048,0.06610756,0.2799884],"study_design_scores_gemma":[0.00004273389,0.0003524154,0.0008389204,0.0003010793,0.0001060939,0.001318906,0.0004607498,0.01585017,0.3795277,0.04341088,0.5577166,0.00007377587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.196196,0.5200394,0.1093145,0.02081237,0.01089865,0.0002425377,0.004927433,0.002525343,0.1350438],"genre_scores_gemma":[0.6896008,0.2164784,0.02733291,0.00165856,0.002683542,0.0001574261,0.002049959,0.0002323209,0.05980611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006499098,"threshold_uncertainty_score":0.02174169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3202666868","doi":"10.1016/j.est.2021.103234","title":"Numerical investigation on thermal behaviour of 5 × 5 cell configured battery pack using phase change material and fin structure layout","year":2021,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":134,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Phase-change material; Battery (electricity); Battery pack; Materials science; Heat generation; Convection; Fin; Dissipation; Thermal; Mechanics; Latent heat; Depth of discharge; Lithium-ion battery; Power (physics); Nuclear engineering; Thermodynamics; Composite material; Engineering; Physics","authors":[{"name":"V.G. Choudhari","is_ca":false},{"name":"Ashwinkumar S. Dhoble","is_ca":false},{"name":"Satyam Panchal","is_ca":true},{"name":"Michael Fowler","is_ca":true},{"name":"R. Fraser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03617528950393484,"gpt":0.2706158513999028,"spread":0.234440561895968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001412325,0.000250546,0.0003929926,0.0002853084,0.0004498434,0.0004325111,0.0005609802,0.0009364911,0.005464043],"category_scores_gemma":[0.0006185312,0.0002874942,0.0004153203,0.0005179081,0.0004651408,0.0005107173,0.0002024871,0.0003002786,0.0003137839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003438801,"about_ca_system_score_gemma":0.0003267774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004611054,"about_ca_topic_score_gemma":0.005423699,"domain_scores_codex":[0.9999294,0.00001041901,0.000003024753,0.00001256644,0.00002481197,0.00001986227],"domain_scores_gemma":[0.9997001,0.0001627372,0.00003210974,0.00002498937,0.00006360796,0.00001657134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001080611,0.00006208984,0.002682148,0.0001398344,0.00002649543,0.0003765458,0.00006433715,0.9783544,0.01250832,0.001122462,0.0007730386,0.003782228],"study_design_scores_gemma":[0.00001683999,0.0001009497,0.002522955,0.00001288239,0.00001735983,0.00007290799,0.0001065716,0.9922082,0.004108129,0.000329039,0.000490538,0.00001359717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635857,0.0002792162,0.01018417,0.0002459419,0.00008911403,0.0000259253,0.0005650693,0.0001957657,0.02482907],"genre_scores_gemma":[0.9944552,0.00007087617,0.002012444,0.00002720805,0.000005817443,0.00001743753,0.0001461173,0.00001685338,0.00324805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005464043,"threshold_uncertainty_score":0.01827908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225811398","doi":"10.1016/j.est.2022.104520","title":"State of health estimation and remaining useful life assessment of lithium-ion batteries: A comparative study","year":2022,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":128,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Battery (electricity); Convolutional neural network; Recurrent neural network; State of health; Artificial neural network; Artificial intelligence; Machine learning; Deep learning; Power (physics)","authors":[{"name":"Yassine Toughzaoui","is_ca":false},{"name":"Hicham Chaoui","is_ca":true},{"name":"Hasna Louahlia","is_ca":false},{"name":"Raffaele Petrone","is_ca":false},{"name":"Stéphane Le Masson","is_ca":false},{"name":"Hamid Gualous","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04264919881782226,"gpt":0.3421179186787597,"spread":0.2994687198609374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001237264,0.0003734197,0.0003676766,0.001934048,0.0001995462,0.0007996773,0.0004495582,0.0005419398,0.001107996],"category_scores_gemma":[0.002917952,0.0001012198,0.0005547688,0.000947323,0.0003020643,0.001357018,0.0002824347,0.0001523508,0.0002433795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003847789,"about_ca_system_score_gemma":0.0001807506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863985,"about_ca_topic_score_gemma":0.002097334,"domain_scores_codex":[0.9995978,0.000116041,0.00004190703,0.00005144182,0.0001597762,0.00003297292],"domain_scores_gemma":[0.9977807,0.001149559,0.0001753196,0.0001132023,0.0007371292,0.00004405915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007284519,0.0008401551,0.4870107,0.000747758,0.0006231121,0.0008446834,0.001723053,0.05505314,0.04611368,0.00161612,0.001057353,0.3970856],"study_design_scores_gemma":[0.00007968899,0.006778775,0.5895325,0.0001267163,0.001652132,0.001733995,0.003487212,0.3301257,0.05976285,0.002513736,0.004014461,0.0001922431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886776,0.001334069,0.00719998,0.00003680414,0.00001050073,0.00001886247,0.0002479315,0.00005002887,0.002424252],"genre_scores_gemma":[0.998772,0.0002402285,0.0004185769,0.000004692312,0.000005625884,0.000003743175,0.0001678569,0.000003590803,0.0003837526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002863985,"threshold_uncertainty_score":0.006543338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229078502","doi":"10.1016/j.est.2022.104757","title":"Critical thickness of nano-enhanced RT-42 paraffin based battery thermal management system for electric vehicles: A numerical study","year":2022,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":128,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Battery (electricity); Phase-change material; Materials science; Operating temperature; Nuclear engineering; Lithium-ion battery; Power density; Thermal energy storage; Depth of discharge; Energy storage; Thermal; Composite material; Automotive engineering; Power (physics); Electrical engineering; Thermodynamics; Engineering","authors":[{"name":"Aditya Bais","is_ca":false},{"name":"Dattataraya G. Subhedar","is_ca":false},{"name":"Satyam Panchal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01281731386750289,"gpt":0.2632799346847304,"spread":0.2504626208172275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001400278,0.0001886173,0.0002546821,0.0001875492,0.0003631574,0.000461362,0.0004870486,0.0006153343,0.003307204],"category_scores_gemma":[0.0004332439,0.0002192459,0.0002915623,0.0001880402,0.000475765,0.0006650811,0.0001962158,0.0003091661,0.0001886522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005314025,"about_ca_system_score_gemma":0.0004363176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003061751,"about_ca_topic_score_gemma":0.003023636,"domain_scores_codex":[0.9999586,0.000004552418,0.000001293274,0.000007792807,0.0000151039,0.00001258621],"domain_scores_gemma":[0.9998764,0.00006097658,0.00001812166,0.000007533765,0.00002776871,0.000009173677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002793513,0.0001488722,0.001805914,0.0003962488,0.00003772941,0.0004640374,0.0001172176,0.8709515,0.1112348,0.008790762,0.001044248,0.00472929],"study_design_scores_gemma":[0.00003388573,0.000132467,0.001124925,0.00001850163,0.00002239471,0.00004959914,0.0001026032,0.9832881,0.01372797,0.0007407086,0.0007446618,0.00001424208],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700833,0.0006569675,0.008111611,0.0003028581,0.00006594379,0.00003035062,0.0001919887,0.00005482737,0.02050221],"genre_scores_gemma":[0.9968046,0.0001334192,0.0009711849,0.00001769196,0.000004037835,0.00001250294,0.00003120449,0.000007947707,0.002017396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003307204,"threshold_uncertainty_score":0.01106364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393971547","doi":"10.1016/j.est.2024.111524","title":"A self-attention-based CNN-Bi-LSTM model for accurate state-of-charge estimation of lithium-ion batteries","year":2024,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":124,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec; Mila - Quebec Artificial Intelligence Institute; Polytechnique Montréal; Université du Québec à Montréal","funders":"","keywords":"Lithium (medication); State of charge; Ion; State (computer science); Charge (physics); Computer science; Estimation; Artificial intelligence; Pattern recognition (psychology); Physics; Algorithm; Engineering; Battery (electricity); Psychology; Quantum mechanics; Power (physics)","authors":[{"name":"Zeinab Sherkatghanad","is_ca":true},{"name":"Amin Ghazanfari","is_ca":true},{"name":"Vladimir Makarenkov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01829718610191178,"gpt":0.2787327988063442,"spread":0.2604356127044324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002295702,0.0005879343,0.0003770185,0.0002517469,0.0001682961,0.0004274969,0.001137861,0.0005878911,0.001487414],"category_scores_gemma":[0.0006852412,0.0002448988,0.0004075005,0.0003197705,0.0002033517,0.0007856326,0.000461161,0.0007817783,0.0004470235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000681397,"about_ca_system_score_gemma":0.000659017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009734256,"about_ca_topic_score_gemma":0.01544261,"domain_scores_codex":[0.9999193,0.000007392934,0.00000542511,0.00003118448,0.0000180342,0.0000186871],"domain_scores_gemma":[0.9998909,0.00003199197,0.00001363587,0.00000922971,0.00004802646,0.000006194561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002526461,0.000124188,0.002709332,0.0002102668,0.0001146174,0.000181336,0.00008386326,0.7728854,0.03889938,0.004141664,0.004906961,0.1754903],"study_design_scores_gemma":[0.000001928726,0.0000120335,0.0001769003,0.000004035344,0.000007689841,0.00001128652,0.000002322485,0.996887,0.002087112,0.0005732124,0.0002330916,0.000003316402],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1719748,0.002756767,0.8102713,0.0009122342,0.0003928836,0.00006202293,0.0009872855,0.004393706,0.008249047],"genre_scores_gemma":[0.957828,0.0005116428,0.03527281,0.0002442128,0.00004440702,0.00006755375,0.0006956148,0.00007041381,0.005265286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009734256,"threshold_uncertainty_score":0.01935518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4212923041","doi":"10.1016/j.est.2022.104223","title":"Flexible all-solid-state supercapacitors with high capacitance, long cycle life, and wide operational potential window: Recent progress and future perspectives","year":2022,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":121,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Supercapacitor; Electronics; Energy storage; Capacitor; Pace; Work (physics); Electrical engineering; Nanotechnology; Engineering; Capacitance; Computer science; Power (physics); Mechanical engineering; Materials science","authors":[{"name":"Mehdi Shahedi Asl","is_ca":false},{"name":"Raha Hadi","is_ca":false},{"name":"Laleh Salehghadimi","is_ca":true},{"name":"Amin Goljanian Tabrizi","is_ca":false},{"name":"Sana Farhoudian","is_ca":false},{"name":"Aziz Babapoor","is_ca":false},{"name":"Majid Pahlevani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007046043556776346,"gpt":0.2190601889607061,"spread":0.2120141454039297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002781487,0.0003886298,0.0004247154,0.0002655998,0.0001927873,0.0009003862,0.0006644362,0.0004403711,0.002127515],"category_scores_gemma":[0.000243222,0.0001657542,0.0002251985,0.0007131291,0.0004550642,0.001345608,0.0004364548,0.0005863528,0.0004310949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001890433,"about_ca_system_score_gemma":0.0002434342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000317526,"about_ca_topic_score_gemma":0.0009013428,"domain_scores_codex":[0.9998946,0.000007518894,0.000007014418,0.0000257254,0.00003870563,0.00002631306],"domain_scores_gemma":[0.9998083,0.00006447396,0.00002079561,0.00002404737,0.0000525032,0.00002992846],"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":[0.0004284405,0.0001756444,0.001995646,0.002826385,0.0001276467,0.0006731984,0.00025666,0.004902814,0.6022901,0.018417,0.009013722,0.3588927],"study_design_scores_gemma":[0.00005159677,0.0009392793,0.005735261,0.0002557373,0.0002393838,0.001666101,0.0005881513,0.04474513,0.6710884,0.01860976,0.2559361,0.0001451134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5769549,0.298508,0.07787137,0.003984808,0.0009424359,0.00006429794,0.00136762,0.001222711,0.03908381],"genre_scores_gemma":[0.9258011,0.05432487,0.01174634,0.0004652228,0.0002891855,0.0000369581,0.0007691323,0.00007730725,0.006489796],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002127515,"threshold_uncertainty_score":0.007117271,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313420637","doi":"10.1016/j.est.2022.106336","title":"Novel metallic separator coupled composite phase change material passive thermal design for large format prismatic battery pack","year":2022,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":99,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Phase-change material; Materials science; Battery pack; Separator (oil production); Thermal conductivity; Composite material; Thermal; Paraffin wax; Heat transfer; Composite number; Thermal conduction; Thermal energy storage; Battery (electricity); Wax; Thermodynamics","authors":[{"name":"Virendra Talele","is_ca":false},{"name":"Mahesh Suresh Patil","is_ca":false},{"name":"Satyam Panchal","is_ca":true},{"name":"Roydon Fraser","is_ca":true},{"name":"Michael Fowler","is_ca":true},{"name":"Seeta Ratnam Gunti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03835975585549892,"gpt":0.2852366883206152,"spread":0.2468769324651162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006859181,0.0002199995,0.000225417,0.0001563758,0.0001700533,0.0002625628,0.000812638,0.0002723127,0.001876328],"category_scores_gemma":[0.00007248048,0.0001615729,0.0001975533,0.0001491098,0.0001122689,0.0003951206,0.0002130589,0.0001864441,0.000676534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952617,"about_ca_system_score_gemma":0.0001562792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001915642,"about_ca_topic_score_gemma":0.0008056237,"domain_scores_codex":[0.9999434,0.000005054952,0.000002192911,0.00001656115,0.00002516328,0.00000766834],"domain_scores_gemma":[0.9999338,0.000007473941,0.00001408017,0.000007247309,0.00003151326,0.000005875075],"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":[0.000233303,0.00007020476,0.0003478945,0.0001493856,0.00002422901,0.00009319683,0.00003582762,0.01076965,0.9578137,0.001593991,0.001008205,0.02786043],"study_design_scores_gemma":[0.00004609913,0.0008618962,0.001455634,0.00001134895,0.00005575873,0.0003330752,0.00004324322,0.2232911,0.7630457,0.0005310629,0.01030252,0.00002248668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5071316,0.0007029381,0.4711422,0.0001891052,0.0002156987,0.00008593776,0.0002164346,0.001534907,0.01878125],"genre_scores_gemma":[0.952634,0.0001143736,0.03993152,0.00003930484,0.00002018137,0.00003728447,0.00009088258,0.00006277938,0.007069762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001876328,"threshold_uncertainty_score":0.006276906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362662146","doi":"10.1016/j.est.2023.107253","title":"Battery thermal runaway propagation time delay strategy using phase change material integrated with pyro block lining: Dual functionality battery thermal design","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Thermal runaway; Thermal; Battery (electricity); Battery pack; Phase-change material; Materials science; Electrical engineering; Engineering; Physics; Thermodynamics; Power (physics)","authors":[{"name":"Virendra Talele","is_ca":false},{"name":"Mahesh Suresh Patil","is_ca":false},{"name":"Satyam Panchal","is_ca":true},{"name":"Roydon Fraser","is_ca":true},{"name":"Michael Fowler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06115952771638255,"gpt":0.2824862663572273,"spread":0.2213267386408448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000814459,0.0002989318,0.0001891472,0.0001577157,0.0001824101,0.0003118874,0.0008107446,0.0002698198,0.001296467],"category_scores_gemma":[0.0001243998,0.0001254358,0.0001491963,0.0001340449,0.0001231672,0.0005429594,0.000246652,0.0002783153,0.0003162955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003032569,"about_ca_system_score_gemma":0.0003096097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003106416,"about_ca_topic_score_gemma":0.0008346364,"domain_scores_codex":[0.9999465,0.000003255712,0.000002144854,0.00001464579,0.00002135336,0.00001214721],"domain_scores_gemma":[0.9999197,0.000006183076,0.00001867635,0.00001080119,0.00003470872,0.000009905945],"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":[0.0003108436,0.00009020007,0.0003336039,0.0001533693,0.00001634624,0.0001328992,0.00004795929,0.01214146,0.9470176,0.003737186,0.0006222641,0.03539629],"study_design_scores_gemma":[0.00003754296,0.001070174,0.0008055471,0.00001525781,0.0000490339,0.000339144,0.00003880732,0.135956,0.8536054,0.0009134889,0.007144352,0.00002530395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6555298,0.001143999,0.3257922,0.0003420546,0.0002530291,0.0001287997,0.0001485244,0.001334153,0.01532735],"genre_scores_gemma":[0.9782718,0.0001528095,0.01801565,0.00002946254,0.00001073626,0.00002398243,0.00002662754,0.00003777556,0.003431184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001296467,"threshold_uncertainty_score":0.004337072,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381848013","doi":"10.1016/j.est.2023.107797","title":"Thermal behaviour of Li-ion battery: An improved electrothermal model considering the effects of depth of discharge and temperature","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":92,"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":"Mission on Nano Science and Technology; Ministry of Education, India; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Voltage; Materials science; Current (fluid); Ion; Thermal; Approximation error; Analytical Chemistry (journal); Temperature measurement; Mechanics; Chemistry; Thermodynamics; Electrical engineering; Physics; Engineering; Statistics; Mathematics","authors":[{"name":"Sagar Vashisht","is_ca":false},{"name":"Dibakar Rakshit","is_ca":false},{"name":"Satyam Panchal","is_ca":true},{"name":"Michael Fowler","is_ca":true},{"name":"Roydon Fraser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00851475927770447,"gpt":0.2395097673855539,"spread":0.2309950081078494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001861979,0.000487338,0.000559105,0.0002350045,0.0002466645,0.0006702499,0.001106078,0.0009325991,0.0007553314],"category_scores_gemma":[0.0004220126,0.0002809565,0.0007955983,0.0002935331,0.0003358011,0.001311062,0.0004206135,0.0005017868,0.0002218729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004417514,"about_ca_system_score_gemma":0.0005065126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002559804,"about_ca_topic_score_gemma":0.002219898,"domain_scores_codex":[0.9998595,0.00002306452,0.000009516074,0.00003336306,0.00005811767,0.0000163575],"domain_scores_gemma":[0.9999011,0.00003075586,0.00001687809,0.00001432145,0.00003236552,0.000004521994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005510084,0.00003924922,0.0008382511,0.00009255832,0.00002533357,0.0001303234,0.00006323731,0.9622535,0.02734616,0.001488395,0.0001944018,0.00747346],"study_design_scores_gemma":[0.000003573248,0.00003015772,0.0002479816,0.000003624379,0.000008840544,0.00003183693,0.000007139402,0.9961324,0.002875202,0.0002433021,0.0004090403,0.000006895082],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3176974,0.001823162,0.6648954,0.0003562543,0.0001319543,0.0001401904,0.0003541905,0.0006120916,0.01398938],"genre_scores_gemma":[0.9861438,0.0005606435,0.007628977,0.00004605647,0.00001578343,0.0001034842,0.0001162464,0.0000292525,0.005355627],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002559804,"threshold_uncertainty_score":0.00508976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901115089","doi":"10.1016/j.est.2018.11.006","title":"Design and experimental analysis of a helical coil phase change heat exchanger for thermal energy storage","year":2018,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Phase Change Materials Research","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phase-change material; Thermal energy storage; Heat exchanger; Materials science; Energy storage; Latent heat; Volumetric flow rate; Paraffin wax; Thermal; Nuclear engineering; Thermodynamics; Chemistry; Composite material; Wax","authors":[{"name":"Vahit Saydam","is_ca":true},{"name":"Mohammad Parsazadeh","is_ca":true},{"name":"Musaab Radeef","is_ca":true},{"name":"Xili Duan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07090636532642547,"gpt":0.3288042396781123,"spread":0.2578978743516869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008746973,0.0004329875,0.0005930634,0.0003847457,0.0008847719,0.0006266533,0.001006139,0.0005172574,0.00296408],"category_scores_gemma":[0.0007156985,0.0003336444,0.0002999081,0.0001841958,0.0005937854,0.0006736879,0.0003165193,0.0003627725,0.0004498679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006670433,"about_ca_system_score_gemma":0.001226839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000619694,"about_ca_topic_score_gemma":0.0007545077,"domain_scores_codex":[0.9996188,0.00007708866,0.00001847453,0.00008959882,0.0001402165,0.00005573944],"domain_scores_gemma":[0.9993852,0.00018601,0.00008922738,0.00007659482,0.0002068171,0.0000561411],"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":[0.002507108,0.001035283,0.00457051,0.0005860057,0.00005759654,0.0001256122,0.0001947413,0.03719907,0.9246026,0.002028817,0.0009593831,0.02613315],"study_design_scores_gemma":[0.0003401367,0.004942694,0.007894184,0.00001671687,0.00008383832,0.00008910357,0.00009845613,0.1360763,0.8455006,0.0003185628,0.004594408,0.00004491211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.920428,0.0002645197,0.07377864,0.0002247589,0.0001186763,0.0005880323,0.0003959604,0.0007452057,0.003456234],"genre_scores_gemma":[0.9828308,0.00006350407,0.01510894,0.00001975275,0.0000134476,0.0001767611,0.00009474188,0.00003256808,0.001659463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00296408,"threshold_uncertainty_score":0.009915829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311964487","doi":"10.1016/j.est.2022.106294","title":"Charging demand prediction in Beijing based on real-world electric vehicle data","year":2022,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":86,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Key Research and Development Program of China; China Scholarship Council; National Natural Science Foundation of China","keywords":"Beijing; Electric vehicle; Cluster analysis; Grid; Computer science; Dimension (graph theory); Simulation; Automotive engineering; Power (physics); Engineering; Artificial intelligence; Geography","authors":[{"name":"Jin Zhang","is_ca":true},{"name":"Zhenpo Wang","is_ca":false},{"name":"Eric J. Miller","is_ca":true},{"name":"Dingsong Cui","is_ca":false},{"name":"Peng Liu","is_ca":false},{"name":"Zhaosheng Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009075735231397012,"gpt":0.2093342710650153,"spread":0.2002585358336183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002865807,0.0004608892,0.0004095942,0.0007797806,0.000213167,0.0004698986,0.0005105435,0.0004716954,0.001239282],"category_scores_gemma":[0.000661962,0.0001974942,0.000310421,0.001239206,0.0002327745,0.0007442673,0.00033394,0.0002910047,0.0004227329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000965319,"about_ca_system_score_gemma":0.0005713979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06742334,"about_ca_topic_score_gemma":0.06600366,"domain_scores_codex":[0.9998603,0.00001803063,0.00001276992,0.00003759178,0.0000340529,0.00003719814],"domain_scores_gemma":[0.9997234,0.00006188154,0.00003608214,0.00003444811,0.00009738081,0.00004678062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009584413,0.0002792804,0.4772687,0.000181279,0.0002265065,0.001221815,0.000144082,0.4533221,0.005274171,0.001142497,0.01325085,0.04673037],"study_design_scores_gemma":[0.00002899623,0.0000493723,0.1762815,0.000008188885,0.00003440338,0.00007269914,0.0002543516,0.819772,0.001474666,0.0003928085,0.001603915,0.00002694528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994619,0.000113701,0.0008476655,0.0001951012,0.00001992642,0.000007748347,0.002892687,0.0002024162,0.0011017],"genre_scores_gemma":[0.9960681,0.00005432235,0.0002260316,0.000009203818,0.000006354358,0.000003608811,0.00328586,0.000005663116,0.0003408013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06742334,"threshold_uncertainty_score":0.1340618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788522512","doi":"10.1016/j.est.2018.01.005","title":"Evaluation of redox flow batteries goes beyond round-trip efficiency: A technical review","year":2018,"lang":"en","type":"review","venue":"Journal of Energy Storage","topic":"Advanced battery technologies research","field":"Engineering","cited_by":84,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Chinese University of Hong Kong; University of Hong Kong; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Flow battery; Energy storage; Scalability; Software deployment; Computer science; Renewable energy; Battery (electricity); Reliability engineering; Efficient energy use; Process engineering; Power (physics); Engineering; Electrical engineering","authors":[{"name":"Qian Xu","is_ca":true},{"name":"Ya Ji","is_ca":false},{"name":"Liyu Qin","is_ca":false},{"name":"Puiki Leung","is_ca":false},{"name":"Fen Qiao","is_ca":false},{"name":"Yuanzhuang Li","is_ca":false},{"name":"Huaneng Su","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05084283359896968,"gpt":0.352732416945257,"spread":0.3018895833462873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001997289,0.0008720011,0.00159637,0.00200576,0.0002259595,0.001675804,0.001308459,0.001103737,0.002582618],"category_scores_gemma":[0.002308726,0.0003989213,0.0008024215,0.002214162,0.0005252796,0.002569275,0.000673842,0.001095778,0.001044309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005848706,"about_ca_system_score_gemma":0.001508877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000769767,"about_ca_topic_score_gemma":0.001487967,"domain_scores_codex":[0.9994277,0.0000799096,0.00008273583,0.000100734,0.0002734951,0.00003539483],"domain_scores_gemma":[0.9982283,0.0008923316,0.0001927694,0.00004625778,0.0006109345,0.00002946763],"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":[0.0001150652,0.00009740903,0.0004983203,0.03452375,0.000182079,0.0001416619,0.00006631679,0.0006622004,0.005966028,0.009034424,0.01245709,0.9362556],"study_design_scores_gemma":[0.00002722601,0.0003470366,0.001241332,0.006807531,0.0005262145,0.0009241292,0.0001616902,0.0005761391,0.009929254,0.005529596,0.973871,0.00005879247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006616775,0.9962186,0.0007406356,0.0003929081,0.0002188935,0.00001706638,0.00004650082,0.000008775961,0.001694891],"genre_scores_gemma":[0.004355649,0.9938399,0.0005953966,0.0002152764,0.0001552501,0.00001461795,0.00004949483,0.000003537774,0.0007709459],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002582618,"threshold_uncertainty_score":0.01056284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392010986","doi":"10.1016/j.est.2024.110928","title":"Investigation of the thermal performance of biomimetic minichannel-based liquid-cooled large format pouch battery pack","year":2024,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":83,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Department of Science and Technology, Ministry of Science and Technology, India; Indian National Science Academy","keywords":"Coolant; Battery pack; Materials science; Pressure drop; Computer cooling; Thermal; Nuclear engineering; Volumetric flow rate; Pouch; Working fluid; Parametric statistics; Thermodynamics; Mechanical engineering; Mechanics; Battery (electricity); Engineering; Thermal management of electronic devices and systems; Physics; Power (physics); Mathematics","authors":[{"name":"Kausthubharam Kausthubharam","is_ca":false},{"name":"Poornesh Kumar Koorata","is_ca":false},{"name":"Satyam Panchal","is_ca":true},{"name":"Roydon Fraser","is_ca":true},{"name":"Michael Fowler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01298533817829054,"gpt":0.2276220031665258,"spread":0.2146366649882352,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000140202,0.0001502527,0.000176047,0.0001169361,0.0001231079,0.0002564449,0.0002455869,0.0002427885,0.001570862],"category_scores_gemma":[0.0002555999,0.000111672,0.0001451217,0.0001668262,0.0001469216,0.0005316609,0.0001512946,0.0001973075,0.0002934973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193063,"about_ca_system_score_gemma":0.0001242649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002332057,"about_ca_topic_score_gemma":0.0004163391,"domain_scores_codex":[0.9999305,0.000005477219,0.000004143058,0.00001516828,0.00002761816,0.00001707629],"domain_scores_gemma":[0.9999025,0.00002537352,0.00001671667,0.000008732084,0.00003827514,0.000008477175],"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":[0.0001880012,0.00002008316,0.0003649512,0.0000674187,0.000004484384,0.00004171397,0.00002921061,0.0003244475,0.9964258,0.0001085236,0.0001084948,0.002316771],"study_design_scores_gemma":[0.000005948164,0.0003369519,0.001976534,0.000004190112,0.00001005561,0.00004703718,0.0000450281,0.003135252,0.9937547,0.00001973784,0.0006565949,0.00000790808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980081,0.0002713723,0.001154498,0.00002330012,0.00002112659,0.000005438557,0.00008205021,0.00003115603,0.0004029896],"genre_scores_gemma":[0.9972498,0.0002478177,0.0007546665,0.00001457892,0.000004998293,0.00001236006,0.00009993888,0.00001180262,0.001604085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001570862,"threshold_uncertainty_score":0.005255044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376631552","doi":"10.1016/j.est.2023.107558","title":"Unwanted degradation in pseudocapacitors: Challenges and opportunities","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":81,"is_retracted":false,"has_abstract":false,"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; Mitacs","keywords":"Pseudocapacitor; Supercapacitor; Degradation (telecommunications); Energy storage; Computer science; Materials science; Nanotechnology; Electrode; Power (physics); Chemistry; Capacitance; Telecommunications","authors":[{"name":"Siddharth Mahala","is_ca":true},{"name":"Kavian Khosravinia","is_ca":true},{"name":"Amirkianoosh Kiani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07101824963988675,"gpt":0.2557073033347868,"spread":0.1846890536949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001751078,0.0003747284,0.0005937424,0.0003085524,0.0006098322,0.002043114,0.0009884386,0.001003857,0.001792946],"category_scores_gemma":[0.0017359,0.0002053814,0.0002432609,0.00035135,0.0007379418,0.002260626,0.000725689,0.001112684,0.0007189908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004410521,"about_ca_system_score_gemma":0.0006221422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003091493,"about_ca_topic_score_gemma":0.0006658923,"domain_scores_codex":[0.9992698,0.00006842742,0.00005018934,0.00009554203,0.0003816757,0.0001343767],"domain_scores_gemma":[0.9987254,0.0003964209,0.0001307583,0.0002077754,0.0004693516,0.00007034888],"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":[0.0003992721,0.0002974563,0.007442049,0.00155623,0.00008048177,0.001520711,0.0007715966,0.002666489,0.8235948,0.01227836,0.005673806,0.1437187],"study_design_scores_gemma":[0.00001450612,0.0005084618,0.002244493,0.0000919919,0.00004411278,0.002331481,0.0005907806,0.008238025,0.9430035,0.00657587,0.03632433,0.00003252443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.825224,0.1002505,0.0394892,0.007909376,0.001167624,0.00009826335,0.0005032012,0.001001701,0.02435613],"genre_scores_gemma":[0.9626372,0.02388125,0.006729454,0.0008661346,0.0002952287,0.00006375009,0.000309699,0.000148904,0.005068297],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002043114,"threshold_uncertainty_score":0.009260714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393307493","doi":"10.1016/j.est.2024.111448","title":"Heat transfer and fluid flow in a PCM-filled enclosure: Effect of heated wall configuration","year":2024,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Phase Change Materials Research","field":"Engineering","cited_by":79,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Enclosure; Mechanics; Heat transfer; Flow (mathematics); Heat transfer fluid; Heat transfer enhancement; Fluid dynamics; Materials science; Thermodynamics; Environmental science; Mechanical engineering; Physics; Engineering; Heat transfer coefficient; Electrical engineering","authors":[{"name":"Amir Hossein Vakilzadeh","is_ca":false},{"name":"Amirhossein Bagheri Sarvestani","is_ca":false},{"name":"Kourosh Javaherdeh","is_ca":false},{"name":"Reza Kamali","is_ca":false},{"name":"Satyam Panchal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01143079792812876,"gpt":0.2450767300749384,"spread":0.2336459321468096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002697377,0.0002602899,0.0005408862,0.0002856116,0.0005116601,0.0007298691,0.0004952835,0.0006265237,0.002360447],"category_scores_gemma":[0.001278494,0.0002246238,0.0002986555,0.0002288472,0.0009927446,0.0008015488,0.0003815777,0.0005185669,0.0002973012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003464055,"about_ca_system_score_gemma":0.0003004502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001663662,"about_ca_topic_score_gemma":0.0006390781,"domain_scores_codex":[0.9998215,0.0000436593,0.000008758699,0.00004104957,0.00003168473,0.00005347984],"domain_scores_gemma":[0.9991176,0.0005805534,0.00007315347,0.00005442509,0.00008683115,0.00008755291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.008379612,0.0005191307,0.006949762,0.0001754873,0.00003340092,0.0007742915,0.0004136904,0.04147432,0.9312209,0.0007599145,0.0004621394,0.008837434],"study_design_scores_gemma":[0.0002281216,0.002134505,0.02674488,0.00002445884,0.00005097344,0.0001881952,0.0003102452,0.1957332,0.773822,0.0002664916,0.000434012,0.00006277738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989074,0.00003895315,0.0005313354,0.00002598301,0.000009177575,0.000003997435,0.00004684544,0.000037309,0.0003990254],"genre_scores_gemma":[0.9996392,0.00001185723,0.0001229608,0.000003120238,0.000002712552,0.000001927909,0.00002553056,0.000007573191,0.0001851999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002360447,"threshold_uncertainty_score":0.007896423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386798396","doi":"10.1016/j.est.2023.109013","title":"Lithium-ion batteries: Recent progress in improving the cycling and rate performances of transition metal oxide anodes by incorporating graphene-based materials","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"Wilfrid Laurier University; Botswana International University of Science and Technology","keywords":"Graphene; Materials science; Anode; Faraday efficiency; Nanotechnology; Oxide; Lithium (medication); Energy storage; Electrode; Chemistry; Metallurgy","authors":[{"name":"Edigar Muchuweni","is_ca":false},{"name":"Edwin T. Mombeshora","is_ca":false},{"name":"Cosmas M. Muiva","is_ca":false},{"name":"T.S. Sathiaraj","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01078718217429128,"gpt":0.2280086760399342,"spread":0.2172214938656429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003358641,0.0005044175,0.0002866818,0.0004055131,0.0001749702,0.0007654866,0.000482922,0.0006373279,0.0007760049],"category_scores_gemma":[0.0003303435,0.000112492,0.000215137,0.0006864288,0.0002247847,0.000870995,0.0003094085,0.00043464,0.000258935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477074,"about_ca_system_score_gemma":0.0002033451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004114404,"about_ca_topic_score_gemma":0.0009708035,"domain_scores_codex":[0.9998943,0.00001134054,0.00001182783,0.00002308964,0.00004276202,0.00001668125],"domain_scores_gemma":[0.9999012,0.00002853579,0.00001685586,0.000007698388,0.00003399261,0.0000118046],"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":[0.0003308911,0.0001670955,0.0009060507,0.002926383,0.00005951624,0.000162492,0.0001272265,0.0007791307,0.8201745,0.002293589,0.001297889,0.1707752],"study_design_scores_gemma":[0.00001913339,0.0005218647,0.001914656,0.00009590759,0.0001252334,0.0003241287,0.00007483701,0.002764903,0.9506275,0.0005009065,0.04299184,0.00003910418],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6006888,0.3683878,0.01400766,0.002071172,0.0005466962,0.00006294424,0.0004455033,0.0005226883,0.01326679],"genre_scores_gemma":[0.8004773,0.176727,0.01500265,0.0004773875,0.0002869181,0.00003045715,0.0006099512,0.00005822518,0.006330139],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0007760049,"threshold_uncertainty_score":0.002595961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200520486","doi":"10.1016/j.est.2021.103660","title":"Estimating battery state of charge using recurrent and non-recurrent neural networks","year":2021,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Battery (electricity); Recurrent neural network; Artificial neural network; Computer science; Estimator; State of charge; Feedforward neural network; Microprocessor; State (computer science); Artificial intelligence; Algorithm; Power (physics); Computer hardware; Mathematics","authors":[{"name":"Carlos Vidal","is_ca":true},{"name":"Pawel Malysz","is_ca":true},{"name":"Mina Naguib","is_ca":true},{"name":"Ali Emadi","is_ca":true},{"name":"Phillip J. Kollmeyer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02015420789818803,"gpt":0.2744588461515624,"spread":0.2543046382533743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003432732,0.0005425279,0.0004336503,0.0003872654,0.0001474575,0.0005542187,0.0007026761,0.0003986525,0.0006476306],"category_scores_gemma":[0.001504106,0.0002466424,0.000379313,0.0003518343,0.0001654215,0.001102766,0.0002824105,0.0003577443,0.000207152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004048302,"about_ca_system_score_gemma":0.0002632258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005528796,"about_ca_topic_score_gemma":0.009162927,"domain_scores_codex":[0.9998599,0.00002310099,0.00001214061,0.00003980271,0.00004657937,0.00001840745],"domain_scores_gemma":[0.9996252,0.0001533091,0.00006195145,0.00003637721,0.0001154988,0.000007704709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001713133,0.00008343643,0.005542659,0.0001360866,0.0001127433,0.000163286,0.0000723667,0.8563964,0.01556656,0.001599342,0.0007726148,0.1193831],"study_design_scores_gemma":[0.000001991651,0.00001480968,0.000693969,0.000003441694,0.000008424184,0.00001273469,0.000007184123,0.9962918,0.002395583,0.0004584921,0.0001075068,0.000004170401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4416886,0.001265206,0.5500054,0.0001983647,0.00007822693,0.00006183545,0.0003617121,0.001418899,0.0049216],"genre_scores_gemma":[0.9773378,0.0002464506,0.02082006,0.0000242243,0.00001212556,0.0000227022,0.0002387246,0.00002567809,0.001272257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005528796,"threshold_uncertainty_score":0.01099324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4282834471","doi":"10.1016/j.est.2022.105080","title":"Energy consumption of a building with phase change material walls – The effect of phase change material properties","year":2022,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Phase Change Materials Research","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Building envelope; Phase-change material; Materials science; Phase change; Heat flux; Energy consumption; Melting temperature; Envelope (radar); Heat capacity; Composite material; Solar gain; Thermal energy storage; Sensible heat; Environmental science; Thermodynamics; Heat transfer; Engineering physics; Engineering; Solar energy; Electrical engineering; Thermal","authors":[{"name":"Oselen J. Imafidon","is_ca":true},{"name":"David S.‐K. Ting","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05177252493571314,"gpt":0.2882832132431306,"spread":0.2365106883074175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001874241,0.0002735842,0.0004196425,0.0003213679,0.0003163992,0.0004594648,0.000400212,0.0004353788,0.002860745],"category_scores_gemma":[0.0006161923,0.0001823748,0.0004335852,0.0005585331,0.0003105489,0.0005927054,0.0002376681,0.0002262947,0.0004146439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003022712,"about_ca_system_score_gemma":0.0002053982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607239,"about_ca_topic_score_gemma":0.003238273,"domain_scores_codex":[0.9998195,0.00003592151,0.00001021814,0.00002792871,0.00005215112,0.00005426305],"domain_scores_gemma":[0.9995056,0.0002701536,0.00004444534,0.00004544465,0.000103418,0.00003088261],"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":[0.00993831,0.001105442,0.09561741,0.0003252276,0.0003303007,0.00213865,0.0002829159,0.3426279,0.505755,0.0016571,0.001520399,0.03870139],"study_design_scores_gemma":[0.00009242476,0.003024228,0.2357104,0.00002870113,0.0004082331,0.0009748069,0.001444636,0.3599429,0.3947483,0.001081823,0.002418203,0.0001254032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986413,0.00003926655,0.0004513502,0.0000175699,0.000004313831,0.000001986531,0.0001009762,0.00001538855,0.0007278594],"genre_scores_gemma":[0.9994749,0.00001412941,0.00009705283,0.000002181147,5.647926e-7,0.000001391568,0.00006686182,0.000005895852,0.0003369075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002860745,"threshold_uncertainty_score":0.009570181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385515193","doi":"10.1016/j.est.2023.108321","title":"Strategy towards high ion selectivity membranes for all-vanadium redox flow batteries","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced battery technologies research","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Office of Energy Research and Development; Natural Resources Canada; National Research Council","keywords":"Vanadium; Membrane; Selectivity; Redox; Ion; Materials science; Nanotechnology; Chemistry; Chemical engineering; Inorganic chemistry; Organic chemistry; Engineering; Catalysis","authors":[{"name":"Nana Zhao","is_ca":true},{"name":"Alison Platt","is_ca":true},{"name":"H. L. Riley","is_ca":true},{"name":"Ruoxi Qiao","is_ca":true},{"name":"Roberto Neagu","is_ca":true},{"name":"Zhiqing Shi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02140346035465084,"gpt":0.2711656335800514,"spread":0.2497621732254006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000306291,0.0005155656,0.0003410779,0.0003685178,0.0003542982,0.00077663,0.0006963405,0.0009133906,0.001086388],"category_scores_gemma":[0.0002056759,0.0002405683,0.0003053728,0.0001860279,0.0002406234,0.001062036,0.0007464901,0.0009923347,0.000968122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003653716,"about_ca_system_score_gemma":0.0003930578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003400844,"about_ca_topic_score_gemma":0.0006694548,"domain_scores_codex":[0.9998889,0.00001728799,0.00000932802,0.00002116355,0.0000292152,0.00003418615],"domain_scores_gemma":[0.999954,0.000005710345,0.000009103496,0.00000456937,0.0000158342,0.00001081525],"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":[0.00006297189,0.00006189971,0.00009438425,0.0002429465,0.00002008834,0.0001707459,0.00008564094,0.0002749387,0.9803289,0.005969486,0.0006396549,0.01204833],"study_design_scores_gemma":[0.00001467022,0.0001182216,0.0001074983,0.00001446084,0.00001363223,0.0001713535,0.00005458277,0.001279028,0.9844419,0.000940903,0.01283148,0.00001228864],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7565781,0.01513963,0.1969224,0.004586252,0.001088982,0.0003926415,0.0005679557,0.001006117,0.02371793],"genre_scores_gemma":[0.9456396,0.00720001,0.03465102,0.0006081208,0.00009380862,0.0001019977,0.0003074303,0.00006695504,0.01133117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001086388,"threshold_uncertainty_score":0.003634334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387071814","doi":"10.1016/j.est.2023.109048","title":"Review on current state, challenges, and potential solutions in solid-state batteries research","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrolyte; Materials science; Nanotechnology; Scale (ratio); Current (fluid); Ionic conductivity; Computer science; Mechanical engineering; Engineering physics; Engineering; Chemistry; Electrical engineering; Physics","authors":[{"name":"Zahra Moradi","is_ca":true},{"name":"Amirmasoud Lanjan","is_ca":true},{"name":"Ramavtar Tyagi","is_ca":true},{"name":"Seshasai Srinivasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08786678901552873,"gpt":0.3525717803441548,"spread":0.264704991328626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001243045,0.0006049486,0.001258646,0.001664464,0.0003904268,0.001882077,0.001482248,0.001123781,0.00680741],"category_scores_gemma":[0.00197563,0.0003090751,0.0007001344,0.003076442,0.0004495811,0.003068311,0.0007522262,0.001354158,0.002618773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007657767,"about_ca_system_score_gemma":0.00314344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265139,"about_ca_topic_score_gemma":0.003288663,"domain_scores_codex":[0.9996021,0.00005402439,0.00007278052,0.00006313327,0.0001600934,0.00004789743],"domain_scores_gemma":[0.9987036,0.0005495796,0.0001153361,0.00003357869,0.0005143687,0.00008358154],"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":[0.000231763,0.0001143422,0.0004035055,0.04323822,0.0001602151,0.0002300285,0.0001443075,0.0004272999,0.006897392,0.01396707,0.1545172,0.7796686],"study_design_scores_gemma":[0.00001139224,0.00008580951,0.0003279354,0.003763728,0.0001052893,0.0002764782,0.0001038342,0.00008825386,0.001050389,0.003208188,0.990962,0.00001673212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002590264,0.9947352,0.0002511375,0.001819839,0.00109101,0.000009260952,0.00007076528,0.00001357099,0.001750163],"genre_scores_gemma":[0.001180692,0.9958554,0.0003229908,0.0008088544,0.0006303535,0.000009213839,0.0001076453,0.000003840724,0.001080912],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00680741,"threshold_uncertainty_score":0.02277309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367682492","doi":"10.1016/j.est.2023.107460","title":"Design optimization methodologies applied to battery thermal management systems: A review","year":2023,"lang":"en","type":"review","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Battery (electricity); Computer science; Multidisciplinary design optimization; Multidisciplinary approach; Engineering optimization; Lithium-ion battery; Reliability engineering; Systems engineering; Optimization problem; Engineering; Power (physics)","authors":[{"name":"Takiah Ebbs-Picken","is_ca":true},{"name":"Carlos M. Da Silva","is_ca":true},{"name":"Cristina H. Amon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1510319589718837,"gpt":0.3672002157563849,"spread":0.2161682567845012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001277434,0.001622119,0.002219414,0.002395715,0.0002859446,0.001308079,0.001662758,0.001151023,0.00306059],"category_scores_gemma":[0.00216739,0.0007756903,0.001122154,0.004555813,0.0005212929,0.001448784,0.0008216971,0.00121868,0.001208792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004561771,"about_ca_system_score_gemma":0.001150643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499454,"about_ca_topic_score_gemma":0.002091316,"domain_scores_codex":[0.9995564,0.00007536804,0.00007181375,0.00009073867,0.000180064,0.00002564241],"domain_scores_gemma":[0.9987664,0.0007569474,0.0001315393,0.00004218903,0.0002770705,0.00002587058],"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":[0.00006023727,0.0001436405,0.0002696398,0.02569163,0.0002748465,0.00008557329,0.00004491074,0.008390475,0.002090203,0.006809838,0.008444577,0.9476944],"study_design_scores_gemma":[0.0001157386,0.0005883943,0.002739613,0.02118733,0.001377573,0.001463166,0.0001950325,0.02054344,0.005629599,0.02172121,0.924252,0.0001870108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003783988,0.9911196,0.006928356,0.0001654537,0.0001628574,0.00001743753,0.00002871362,0.00002378568,0.001175307],"genre_scores_gemma":[0.002791851,0.9904158,0.005879283,0.0001206992,0.0002008257,0.000023887,0.00004940344,0.00001155814,0.000506749],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00306059,"threshold_uncertainty_score":0.01023865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386307091","doi":"10.1016/j.est.2023.108831","title":"Comparative evaluation of advanced adiabatic compressed gas energy storage systems","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced battery technologies research","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Compressed air energy storage; Adiabatic process; Exergy; Compressed air; Exergy efficiency; Process engineering; Energy storage; Environmental science; Combustion; Working fluid; Nuclear engineering; Compressed hydrogen; Parametric statistics; Hydrogen storage; Thermodynamics; Mechanical engineering; Chemistry; Hydrogen; Mathematics; Engineering; Physics","authors":[{"name":"Mahdi Zarnoush","is_ca":false},{"name":"Pezhman Pourmadadi Golaki","is_ca":false},{"name":"M. Soltani","is_ca":true},{"name":"Eliyad Yamini","is_ca":false},{"name":"Farbod Esmaeilion","is_ca":false},{"name":"Jatin Nathwani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04739492892542476,"gpt":0.31506323617254,"spread":0.2676683072471153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006444443,0.0003918727,0.0007974553,0.001572741,0.0006037358,0.0008105927,0.0008005179,0.000422308,0.006257386],"category_scores_gemma":[0.0009502282,0.0001374768,0.0004209823,0.001359315,0.0003789349,0.001230844,0.0003957991,0.0002520915,0.0005049933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011184,"about_ca_system_score_gemma":0.0005132936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005686875,"about_ca_topic_score_gemma":0.008351193,"domain_scores_codex":[0.9995426,0.00008843597,0.00005107218,0.0000503966,0.0001946834,0.0000727297],"domain_scores_gemma":[0.9988707,0.0002955745,0.00004237118,0.00006867736,0.0006614783,0.0000612467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.04704954,0.001187853,0.03853628,0.004793002,0.0009890406,0.001029983,0.000733008,0.1628879,0.3047553,0.009834269,0.01008707,0.4181167],"study_design_scores_gemma":[0.001389736,0.02705754,0.1118051,0.000250678,0.001217337,0.0009994075,0.002574685,0.3165095,0.5017182,0.00338214,0.03287699,0.0002186863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989309,0.001553852,0.001500455,0.00008375601,0.00006600091,0.00005357343,0.0009000314,0.0001585265,0.006374797],"genre_scores_gemma":[0.9980201,0.000264329,0.0002774322,0.000008367889,0.00001071977,0.00001034203,0.000338859,0.000007311281,0.001062669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006257386,"threshold_uncertainty_score":0.02093303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405895827","doi":"10.1016/j.est.2024.115234","title":"Improved performance of Li-ion battery thermal management system by ternary hybrid nanofluid","year":2024,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Nanofluid; Ternary operation; Battery (electricity); Materials science; Thermal; Thermal management of electronic devices and systems; Ion; Chemical engineering; Thermodynamics; Computer science; Engineering; Mechanical engineering; Chemistry; Physics","authors":[{"name":"Qi Liu","is_ca":false},{"name":"F Liu","is_ca":false},{"name":"Shu‐Jun Liu","is_ca":false},{"name":"Yao Wang","is_ca":false},{"name":"Satyam Panchal","is_ca":true},{"name":"Michael Fowler","is_ca":true},{"name":"Roydon Fraser","is_ca":true},{"name":"Jinliang Yuan","is_ca":false},{"name":"Jiapei Zhao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005245789745992297,"gpt":0.2059244264154781,"spread":0.2006786366694858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001086332,0.00023043,0.0002943846,0.0001774496,0.000315396,0.0003408004,0.0003774549,0.0003559488,0.001387412],"category_scores_gemma":[0.0001715931,0.0001178715,0.0001763522,0.0001780279,0.000135946,0.0006093943,0.0002930922,0.0001984989,0.0002405114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003361187,"about_ca_system_score_gemma":0.0002252602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006181817,"about_ca_topic_score_gemma":0.0009937542,"domain_scores_codex":[0.9999164,0.000005625594,0.000009045089,0.00002033453,0.00002797148,0.00002053383],"domain_scores_gemma":[0.999944,0.000007614149,0.000008546224,0.00000457241,0.00002787944,0.000007311856],"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":[0.0002085382,0.00002046839,0.0001977304,0.00009268549,0.000006295591,0.00004481443,0.00003350597,0.0002997253,0.993922,0.0002006062,0.0002538879,0.004719884],"study_design_scores_gemma":[0.00001124651,0.0001255959,0.0004694748,0.000004553353,0.00001488697,0.00004220062,0.00002422255,0.006232938,0.9920711,0.00003459913,0.0009592112,0.000009982087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937976,0.0009441768,0.003284458,0.0001083648,0.0001010856,0.000008789602,0.00009004561,0.0001864581,0.00147894],"genre_scores_gemma":[0.9970072,0.0001627811,0.001262174,0.00003178213,0.000009053432,0.00001060068,0.00005860845,0.00001013325,0.001447703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001387412,"threshold_uncertainty_score":0.004641354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3095159772","doi":"10.1016/j.est.2020.102022","title":"The role of energy storage and demand response as energy democracy policies in the energy productivity of hybrid hub system considering social inconvenience cost","year":2020,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Environmental economics; Efficient energy use; Energy accounting; Energy management; Computer science; Energy (signal processing); Engineering; Economics; Electrical engineering; Mathematics","authors":[{"name":"Sobhan Dorahaki","is_ca":false},{"name":"Amir Abdollahi","is_ca":false},{"name":"Masoud Rashidinejad","is_ca":true},{"name":"Mohammadamin Moghbeli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009318020520136337,"gpt":0.2061307808582054,"spread":0.1968127603380691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002086786,0.0004511745,0.0007666364,0.000504536,0.0005681181,0.002529998,0.0008994846,0.001107532,0.005561857],"category_scores_gemma":[0.004843102,0.0003448167,0.0004796537,0.0004888931,0.0008531489,0.003186816,0.001005229,0.001077652,0.0001549908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001901872,"about_ca_system_score_gemma":0.00192638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004743567,"about_ca_topic_score_gemma":0.005653914,"domain_scores_codex":[0.9993542,0.0003267572,0.00001957901,0.00007290555,0.0000756291,0.0001509323],"domain_scores_gemma":[0.9970276,0.002033151,0.0002477466,0.0001003635,0.0004044916,0.0001868058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006943691,0.0002295905,0.008946245,0.0001908134,0.0001352462,0.0004098701,0.0001331978,0.8725774,0.002948128,0.09390555,0.001646992,0.0181826],"study_design_scores_gemma":[0.00003877081,0.000146587,0.003870195,0.00002620004,0.00008936215,0.00003990676,0.0005867204,0.9679288,0.001123512,0.02509247,0.001031981,0.00002549387],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8864694,0.001040545,0.07979711,0.004562134,0.000213682,0.0001078695,0.0003415117,0.000127085,0.02734068],"genre_scores_gemma":[0.9984677,0.00007006724,0.0004347724,0.0000174079,0.00001228082,0.00000548336,0.000009158115,0.000005514948,0.0009775888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005561857,"threshold_uncertainty_score":0.01860625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3038686327","doi":"10.1016/j.est.2020.101638","title":"Potential anti-icing applications of encapsulated phase change material–embedded coatings; a review","year":2020,"lang":"en","type":"review","venue":"Journal of Energy Storage","topic":"Phase Change Materials Research","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Icing; Materials science; Phase change; Ice formation; Composite material; Frost (temperature); Ice nucleus; Porosity; Nanotechnology; Adhesion; Durability; Meteorology; Geology; Engineering physics; Engineering; Chemistry","authors":[{"name":"Amir Azimi Yancheshme","is_ca":true},{"name":"Anahita Allahdini","is_ca":true},{"name":"K. Maghsoudi","is_ca":true},{"name":"Reza Jafari","is_ca":true},{"name":"Gelareh Momen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06324356681058563,"gpt":0.3554641477225459,"spread":0.2922205809119603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003573539,0.0008636815,0.0008431041,0.001923175,0.0001976732,0.0006744939,0.0006135818,0.0007489392,0.00177198],"category_scores_gemma":[0.0005029397,0.0003325615,0.0004199628,0.001471922,0.0002342184,0.0009069079,0.0004047204,0.000766948,0.0006153546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002752064,"about_ca_system_score_gemma":0.000668122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008193506,"about_ca_topic_score_gemma":0.002087624,"domain_scores_codex":[0.9998934,0.000008535994,0.00001278381,0.00002226808,0.00004878168,0.00001430075],"domain_scores_gemma":[0.9997998,0.00008659851,0.00003906983,0.000005181342,0.00005523103,0.00001420291],"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":[0.00007861087,0.000119964,0.0002056838,0.03451535,0.0001404364,0.000298841,0.00006442249,0.000527737,0.01858869,0.003182857,0.01481263,0.9274648],"study_design_scores_gemma":[0.00002988572,0.0003023084,0.00134027,0.004633885,0.0003544165,0.001423635,0.00009965611,0.0005215555,0.009359094,0.001183791,0.9807014,0.0000501725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005715459,0.9979706,0.0002410989,0.000106674,0.0001951739,0.00001081121,0.00001786006,0.00000609256,0.0008801076],"genre_scores_gemma":[0.002072945,0.9967443,0.0003688643,0.00009242143,0.0000924924,0.000007938462,0.00002112146,0.000001289979,0.0005985514],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001923175,"threshold_uncertainty_score":0.005927861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035199675","doi":"10.1016/j.est.2020.101570","title":"Constrained optimal design of a reversible solid oxide cell-based multiple load renewable microgrid","year":2020,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced battery technologies research","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ontario Institute of Technology","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Microgrid; Renewable energy; Energy storage; Energy management; Sizing; Distributed generation; Computer science; Photovoltaic system; Engineering; Power (physics); Energy (signal processing); Electrical engineering","authors":[{"name":"N. Rispoli","is_ca":false},{"name":"Francesco Vitale","is_ca":false},{"name":"Francesca Califano","is_ca":false},{"name":"M. Califano","is_ca":false},{"name":"Pierpaolo Polverino","is_ca":false},{"name":"Marc A. Rosen","is_ca":true},{"name":"Marco Sorrentino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02123892554922203,"gpt":0.2347921247185162,"spread":0.2135531991692942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003363648,0.0006745447,0.00128706,0.000367382,0.0005255881,0.001367678,0.001269549,0.001087727,0.005816253],"category_scores_gemma":[0.0005097543,0.0005416932,0.0005296334,0.0004314867,0.0004882077,0.0005795844,0.0008014984,0.0005401099,0.000475882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008170872,"about_ca_system_score_gemma":0.0009920289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007877229,"about_ca_topic_score_gemma":0.01009901,"domain_scores_codex":[0.9998338,0.00003984911,0.000005928879,0.00004299443,0.00003877166,0.00003859031],"domain_scores_gemma":[0.9998032,0.00007997486,0.00002952527,0.00001217611,0.0000537915,0.00002126691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006704362,0.00002416295,0.0001271097,0.00004397046,0.00002166732,0.00008407607,0.000012252,0.9926823,0.001476237,0.000966743,0.0003123534,0.004182069],"study_design_scores_gemma":[0.00001133126,0.00004527218,0.00006098484,0.000002620969,0.000008286921,0.000007032006,0.000009334027,0.999112,0.000258079,0.0003074351,0.0001747156,0.000002996462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3750844,0.001592333,0.5481645,0.0009372676,0.0003013269,0.0003606906,0.0008411401,0.0008990028,0.07181939],"genre_scores_gemma":[0.9869436,0.0001307692,0.008000759,0.00004661399,0.00001487605,0.00008884731,0.00007723283,0.00002411207,0.004673166],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007877229,"threshold_uncertainty_score":0.01945728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2982248341","doi":"10.1016/j.est.2019.100992","title":"Evaluating energy and greenhouse gas emission footprints of thermal energy storage systems for concentrated solar power applications","year":2019,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Thermal energy storage; Sensible heat; Environmental science; Greenhouse gas; Energy storage; Solar energy; Process engineering; Thermal energy; Solar power; Nuclear engineering; Waste management; Environmental engineering; Meteorology; Engineering; Power (physics); Thermodynamics; Electrical engineering","authors":[{"name":"Spandan Thaker","is_ca":true},{"name":"A.O. Oni","is_ca":true},{"name":"Eskinder Gemechu","is_ca":true},{"name":"Amit Kumar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0157570535539676,"gpt":0.2509299736023894,"spread":0.2351729200484218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005552634,0.0005547627,0.0004331649,0.0006126153,0.0004510941,0.000501817,0.0004270788,0.0004175752,0.001482635],"category_scores_gemma":[0.0006668345,0.0001615513,0.0006136771,0.0006113254,0.0002520584,0.0007268639,0.0002439689,0.000233663,0.0001769264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284077,"about_ca_system_score_gemma":0.0004080534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009310691,"about_ca_topic_score_gemma":0.0162024,"domain_scores_codex":[0.9996643,0.00006189605,0.00001676508,0.00004826183,0.0001602564,0.00004841017],"domain_scores_gemma":[0.9994022,0.000307362,0.00005049608,0.00003374878,0.0001841538,0.00002202867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009236716,0.002080865,0.1314355,0.0008342701,0.0006100491,0.0004559323,0.0002416411,0.3895552,0.3525666,0.001111742,0.001047538,0.1108239],"study_design_scores_gemma":[0.0001602801,0.008149159,0.2105497,0.00003273513,0.0004644893,0.0001817707,0.0007913921,0.3492657,0.4282647,0.0009534305,0.001101835,0.00008488839],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981436,0.00007831544,0.0005481575,0.00001034813,0.000003420857,0.00001752597,0.000188277,0.00001346096,0.000996853],"genre_scores_gemma":[0.9993315,0.00003440966,0.0002454867,0.000001994259,0.000001106854,0.000006538277,0.000107483,0.000003505971,0.0002680979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009310691,"threshold_uncertainty_score":0.01851302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313420509","doi":"10.1016/j.est.2022.106363","title":"Numerical thermal performance analysis of a PCM-to-air and liquid heat exchanger implementing latent heat thermal energy storage","year":2022,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Phase Change Materials Research","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; University of Windsor","keywords":"Latent heat; Thermal energy storage; Heat exchanger; Heat transfer; Thermal fluids; Multiphysics; Phase-change material; Thermodynamics; Thermal; Sensible heat; Materials science; Mechanics; Process engineering; Nuclear engineering; Heat transfer coefficient; Mechanical engineering; Engineering; Finite element method","authors":[{"name":"Mahdi Momeni","is_ca":true},{"name":"Amir Fartaj","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02160370290504945,"gpt":0.2574987300102662,"spread":0.2358950271052167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000337219,0.0003582824,0.0006649342,0.0003430079,0.0007636262,0.0007134022,0.0006497221,0.0008504575,0.003347832],"category_scores_gemma":[0.0009498794,0.0002807147,0.0004482024,0.0003647281,0.0007030275,0.0004834021,0.0003621645,0.0003949335,0.0002921757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000691507,"about_ca_system_score_gemma":0.0006944964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005508658,"about_ca_topic_score_gemma":0.003871625,"domain_scores_codex":[0.9998566,0.00003354182,0.000007847883,0.00002187555,0.00004911144,0.00003097062],"domain_scores_gemma":[0.9994435,0.0003299873,0.00004702854,0.00003923686,0.0001101961,0.00003003524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005111387,0.0002194311,0.002111095,0.0001524054,0.00002609139,0.0001135544,0.00008409098,0.9271665,0.05919766,0.001756875,0.0004711688,0.008190067],"study_design_scores_gemma":[0.00002655983,0.0001360114,0.0008304658,0.000003661642,0.000007405197,0.00000976408,0.00002234617,0.9910871,0.007658381,0.00009076901,0.0001198284,0.000007655762],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772617,0.0001632947,0.01199676,0.0001401239,0.0000464458,0.00004549675,0.0001752351,0.000174666,0.009996283],"genre_scores_gemma":[0.9960476,0.00003023123,0.002440895,0.00001031606,0.000004174498,0.000018695,0.00004741535,0.00001639371,0.001384352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005508658,"threshold_uncertainty_score":0.01119965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406070924","doi":"10.1016/j.est.2024.115171","title":"Stochastic economic sizing of hydrogen storage-based renewable off-grid system with smart charge of electric vehicles according to combined hydrogen and power model","year":2025,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Sizing; Renewable energy; Hydrogen storage; Smart grid; Automotive engineering; Grid; Electric power system; Hydrogen; Computer science; Power to gas; Power grid; Power (physics); Electrical engineering; Engineering; Environmental economics; Economics; Chemistry; Physics","authors":[{"name":"Rujia Wang","is_ca":false},{"name":"Ehsan Akbari","is_ca":false},{"name":"Leila Bagherzadeh","is_ca":true},{"name":"Sasan Pirouzi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00364985038531093,"gpt":0.1771179934738958,"spread":0.1734681430885849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009465782,0.0008360632,0.001919542,0.0004652168,0.0005005663,0.001537604,0.001276337,0.001099069,0.00402498],"category_scores_gemma":[0.001606515,0.0008082222,0.0008909412,0.0005712816,0.0007439343,0.001119566,0.0006946933,0.0008164491,0.0002006384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638445,"about_ca_system_score_gemma":0.00136521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01367178,"about_ca_topic_score_gemma":0.0149644,"domain_scores_codex":[0.999319,0.0002137607,0.00003438692,0.0001288986,0.0001342908,0.0001697324],"domain_scores_gemma":[0.9990001,0.0005096584,0.0001593284,0.0000435526,0.0001935437,0.00009376273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006031063,0.00001254194,0.0002300274,0.00001663948,0.00002134307,0.00004824391,0.000005707866,0.9962937,0.0002894886,0.001861169,0.0002106566,0.0009501682],"study_design_scores_gemma":[0.000006884339,0.00001163818,0.0001575875,0.000001182102,0.000006462873,0.000004579939,0.000004565405,0.9992388,0.00004810837,0.000481532,0.00003625752,0.000002325875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4781212,0.000947451,0.491972,0.00142453,0.0003572152,0.0003097451,0.001121256,0.0003929443,0.02535367],"genre_scores_gemma":[0.996027,0.00006595344,0.001701966,0.0000252467,0.00001890861,0.00002956811,0.00007499521,0.00001034822,0.002046021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01367178,"threshold_uncertainty_score":0.02718443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898139052","doi":"10.1016/j.est.2018.10.004","title":"Analyses of Bio-Based Nano-PCM filled Concentric Cylindrical Energy Storage System in Vertical Orientation","year":2018,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Phase Change Materials Research","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Materials science; Phase-change material; Heat transfer; Cylinder; Thermal energy storage; Nano-; Nanofluid; Volume fraction; Concentric; Thermal; Mechanics; Composite material; Nanoparticle; Thermodynamics; Nanotechnology; Mechanical engineering; Geometry; Physics; Engineering","authors":[{"name":"Muath Alomair","is_ca":true},{"name":"Yazeed Alomair","is_ca":true},{"name":"Syeda Humaira Tasnim","is_ca":true},{"name":"Shohel Mahmud","is_ca":true},{"name":"Hussein A. Abdullah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03968821379601218,"gpt":0.3114657572694112,"spread":0.2717775434733991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001516502,0.0001869016,0.0002926156,0.0002241604,0.0002995912,0.0002536289,0.0003342203,0.0002326025,0.001588382],"category_scores_gemma":[0.0001940723,0.0001017756,0.0002176423,0.0003893725,0.0003248113,0.0004676525,0.000141391,0.000155974,0.0001622822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003018001,"about_ca_system_score_gemma":0.0002327816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181447,"about_ca_topic_score_gemma":0.001787169,"domain_scores_codex":[0.9998866,0.000009256856,0.00000641826,0.00002605843,0.00005596063,0.00001569833],"domain_scores_gemma":[0.9998841,0.00002960238,0.00001708296,0.00000767884,0.00005434408,0.000007214443],"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":[0.0004892951,0.0000302566,0.001158148,0.0002147778,0.00001096702,0.0001550311,0.00009785758,0.005147745,0.9857216,0.0004352319,0.000245276,0.006293921],"study_design_scores_gemma":[0.0000135149,0.0003220986,0.007657857,0.000008842011,0.00002618734,0.00008572606,0.0002421874,0.04277805,0.9473388,0.0001665499,0.001343443,0.00001680625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964484,0.0002484924,0.002047884,0.00003372579,0.00001372523,0.00000958767,0.0002475696,0.00005637212,0.0008942165],"genre_scores_gemma":[0.9989232,0.00007521795,0.0004302385,0.000004851591,0.000001368641,0.000006551825,0.00007438233,0.000004587392,0.0004795055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001588382,"threshold_uncertainty_score":0.005313635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386323160","doi":"10.1016/j.est.2023.108832","title":"Optimizing the operational efficiency of the underground hydrogen storage scheme in a deep North Sea aquifer through compositional simulations","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Oil and Gas Technology Centre; Net Zero Technology Centre; Computer Modelling Group","keywords":"Aquifer; Environmental science; Lead (geology); Petroleum engineering; Groundwater; Geotechnical engineering; Geology","authors":[{"name":"Prashant Jadhawar","is_ca":false},{"name":"Motaz Saeed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01523070128638989,"gpt":0.2354453911145755,"spread":0.2202146898281856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002480032,0.000300551,0.0003029598,0.0002159393,0.0002706701,0.0004050971,0.0004795115,0.0003964074,0.0007939799],"category_scores_gemma":[0.0006370418,0.0001458755,0.0002222714,0.0002356112,0.0003659328,0.0003471416,0.0004156023,0.0002503204,0.00005713183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007108709,"about_ca_system_score_gemma":0.0008236678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01435474,"about_ca_topic_score_gemma":0.01398887,"domain_scores_codex":[0.9999492,0.0000108009,0.000003308947,0.000007115354,0.000009975616,0.00001956587],"domain_scores_gemma":[0.9998125,0.00009544971,0.0000258878,0.00001464403,0.00003351054,0.00001805771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001374392,0.00006767606,0.0069079,0.00004642599,0.00001040093,0.00006588391,0.0000387664,0.9752811,0.01361136,0.0003610849,0.0000545989,0.003417394],"study_design_scores_gemma":[0.00003051203,0.0001791852,0.002067986,0.000004451435,0.000009403775,0.00001002613,0.00009695259,0.9890689,0.008239529,0.0001338657,0.0001512132,0.000007973638],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968412,0.00001751089,0.002117286,0.00002540722,0.000002510339,0.00001183161,0.0000760779,0.00002730813,0.0008807904],"genre_scores_gemma":[0.9980876,0.00001711307,0.001653437,0.000003928389,3.367721e-7,0.000008633143,0.00003916585,0.000004123065,0.0001856289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01435474,"threshold_uncertainty_score":0.02854234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366713964","doi":"10.1016/j.est.2023.107391","title":"Nature-derived polymers and their composites for energy depository applications in batteries and supercapacitors: Advances, prospects and sustainability","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":53,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Supercapacitor; Biopolymer; Materials science; Energy storage; Nanotechnology; Sustainability; Environmentally friendly; Polymer; Composite material; Ecology","authors":[{"name":"Shakeel Ahmed","is_ca":false},{"name":"Priynka Sharma","is_ca":false},{"name":"Satyaranjan Bairagi","is_ca":false},{"name":"Nelson Pynadathu Rumjit","is_ca":false},{"name":"Shivani Garg","is_ca":false},{"name":"Ali Akbar","is_ca":false},{"name":"Chin Wei Lai","is_ca":false},{"name":"Seyyed Mojtaba Mousavi","is_ca":false},{"name":"Seyyed Alireza Hashemi","is_ca":true},{"name":"Chaudhery Mustansar Hussain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005603268947916273,"gpt":0.226067589078402,"spread":0.2204643201304857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002241204,0.0002597817,0.0001218701,0.0003312628,0.0001575686,0.0006239518,0.0001502268,0.0004480119,0.00208352],"category_scores_gemma":[0.000196515,0.0001379703,0.0001731735,0.0003200172,0.0002263452,0.0007972444,0.0002368971,0.0005054804,0.0005444498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001464778,"about_ca_system_score_gemma":0.0001458555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001091749,"about_ca_topic_score_gemma":0.0003151724,"domain_scores_codex":[0.9999257,0.00001199324,0.000004083524,0.00001324529,0.00002761758,0.00001726273],"domain_scores_gemma":[0.9999149,0.0000302185,0.00001966995,0.000007367661,0.00001689349,0.0000109582],"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":[0.0002183543,0.0002073606,0.0008858389,0.0008187157,0.00002365731,0.0002729504,0.0001046245,0.001041475,0.8766287,0.01192739,0.001704314,0.1061667],"study_design_scores_gemma":[0.00001185403,0.0004527571,0.002430953,0.00005296625,0.00002997292,0.0003877905,0.00007225702,0.001790794,0.9458534,0.001522954,0.04736887,0.00002547138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7519156,0.1854064,0.01424543,0.001280151,0.0007003775,0.00005854035,0.0003647867,0.0002210882,0.04580758],"genre_scores_gemma":[0.9319648,0.04934978,0.006454441,0.0002435111,0.0002149073,0.00003297867,0.0001412478,0.00005327008,0.01154521],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00208352,"threshold_uncertainty_score":0.006970048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381549590","doi":"10.1016/j.est.2023.107914","title":"Supertwisting sliding mode controller for grid-to-vehicle and vehicle-to-grid battery electric vehicle charger","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"National University of Computer and Emerging Sciences","keywords":"Controller (irrigation); Electric vehicle; Converters; MATLAB; Battery (electricity); Automotive engineering; Battery charger; Grid; Battery pack; Vehicle-to-grid; Power (physics); Engineering; Sliding mode control; Computer science; Control theory (sociology); Electrical engineering; Voltage; Control (management)","authors":[{"name":"Ijaz Ahmed","is_ca":false},{"name":"Muhammad Adnan","is_ca":false},{"name":"Mansoor Ali","is_ca":true},{"name":"Georges Kaddoum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01902709267292396,"gpt":0.2670951142710574,"spread":0.2480680215981334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003832037,0.0005631942,0.0006054718,0.0003114838,0.0005813384,0.0005460649,0.0009515759,0.0004927778,0.004220561],"category_scores_gemma":[0.0004864327,0.0001845417,0.0003303202,0.0002657915,0.0003046481,0.0005193385,0.0008081298,0.0005540594,0.0005763741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633091,"about_ca_system_score_gemma":0.00048549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003679585,"about_ca_topic_score_gemma":0.003810019,"domain_scores_codex":[0.9997311,0.00003273479,0.00002384643,0.00008151508,0.00008614521,0.00004465389],"domain_scores_gemma":[0.9997004,0.00004925,0.00003639167,0.00004064914,0.0001553685,0.00001794976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00156239,0.0002505644,0.002646552,0.0006770164,0.000194202,0.0006242683,0.0006212006,0.3823306,0.09162629,0.009776239,0.00787834,0.5018123],"study_design_scores_gemma":[0.00004987387,0.0005078458,0.001007549,0.00001448098,0.00002319647,0.00007829115,0.00004459942,0.9898441,0.005387784,0.001052061,0.001976549,0.00001373022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1120496,0.0005553857,0.871029,0.0001912296,0.0003932283,0.0001257982,0.0000751383,0.001382588,0.01419811],"genre_scores_gemma":[0.9837835,0.0001087467,0.01162432,0.00006073319,0.00003110892,0.00007908616,0.00006832129,0.00001637964,0.00422785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004220561,"threshold_uncertainty_score":0.01411921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386041413","doi":"10.1016/j.est.2023.108633","title":"Recent progress of green biomass based composite materials applied in supercapacitors, sensors, and electrocatalysis","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":52,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Shaanxi University of Science and Technology; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Biomass (ecology); Supercapacitor; Renewable energy; Nanotechnology; Biochemical engineering; Electrocatalyst; Renewable resource; Process engineering; Computer science; Environmental science; Materials science; Engineering; Ecology; Chemistry; Electrical engineering","authors":[{"name":"Chuanyin Xiong","is_ca":false},{"name":"Congmin Zheng","is_ca":false},{"name":"Xue Jiang","is_ca":false},{"name":"Xiaofen Xiao","is_ca":false},{"name":"Hongyan Wei","is_ca":false},{"name":"Qiusheng Zhou","is_ca":false},{"name":"Yonghao Ni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0134447693207445,"gpt":0.2303235828531741,"spread":0.2168788135324296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007502414,0.0004750114,0.0003350054,0.0009056368,0.00017598,0.0008306226,0.0004305106,0.0006827572,0.001099697],"category_scores_gemma":[0.0005540742,0.0002694979,0.0002561422,0.001422473,0.0003611677,0.001025508,0.0003841331,0.0006265222,0.0004169497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003407547,"about_ca_system_score_gemma":0.000364389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003522325,"about_ca_topic_score_gemma":0.0008097239,"domain_scores_codex":[0.9998124,0.00002563155,0.00002001305,0.00004994741,0.00006820376,0.00002380351],"domain_scores_gemma":[0.9995643,0.0001455895,0.00005465628,0.00002825793,0.0001728079,0.00003431915],"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":[0.0003868481,0.0002102591,0.001532147,0.006028839,0.0001044831,0.0003091129,0.0001964869,0.001368135,0.6861684,0.008156089,0.003646974,0.2918923],"study_design_scores_gemma":[0.00001747917,0.0005328878,0.003093728,0.0002901107,0.0001850031,0.0008523063,0.0001944628,0.005501437,0.7958698,0.002809919,0.1906037,0.00004909855],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1642878,0.7812333,0.03044002,0.001873993,0.001287683,0.00004174508,0.0003061612,0.0002046387,0.02032471],"genre_scores_gemma":[0.4706173,0.4828881,0.032688,0.001215534,0.001004857,0.00005726163,0.0006877253,0.00006990915,0.01077135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001099697,"threshold_uncertainty_score":0.003967702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361279937","doi":"10.1016/j.est.2023.107219","title":"Synthesis, stability, and heat transfer behavior of water and graphene nanoplatelet-based nanofluid for cool thermal storage applications","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Phase Change Materials Research","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Department of Mechanical Engineering, University of Alberta","keywords":"Nanofluid; Materials science; Differential scanning calorimetry; Heat transfer; Thermal conductivity; Thermal energy storage; Dispersion stability; Chemical engineering; Viscosity; Thermodynamics; Composite material; Nanoparticle; Nanotechnology","authors":[{"name":"P. Sundaram","is_ca":false},{"name":"A. Kalaisselvane","is_ca":false},{"name":"A. Sathishkumar","is_ca":false},{"name":"Sung Chul Kim","is_ca":false},{"name":"R. Prabakaran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02767950068312559,"gpt":0.2559338136228197,"spread":0.2282543129396941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001519687,0.0001523035,0.00009139503,0.0002566614,0.0002620559,0.0001796389,0.000169853,0.000207511,0.0006169516],"category_scores_gemma":[0.0002896484,0.0001111098,0.0001254937,0.0001323273,0.0002118821,0.0003419855,0.0001499143,0.0002599214,0.0001283415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004300378,"about_ca_system_score_gemma":0.0002041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008880165,"about_ca_topic_score_gemma":0.001843368,"domain_scores_codex":[0.9999442,0.000005209671,0.000004547129,0.00001297741,0.00002141703,0.00001160409],"domain_scores_gemma":[0.9999093,0.00002267392,0.00002122191,0.000008262288,0.00002785686,0.00001067042],"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":[0.00006960618,0.00001020004,0.0001100346,0.00003683152,0.000002181158,0.00001710137,0.00003511868,0.000254469,0.9976581,0.0001906743,0.00008910309,0.001526555],"study_design_scores_gemma":[0.000003373109,0.00009632347,0.0005225622,0.000002332461,0.000003590146,0.000009655813,0.00001362859,0.001997416,0.9968383,0.00002853188,0.000478745,0.000005583077],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996894,0.0005297572,0.001280615,0.00006307714,0.00001656165,0.00001212564,0.0002243878,0.00003353256,0.0009459068],"genre_scores_gemma":[0.9977082,0.0001464026,0.001265577,0.00001350087,0.000003859634,0.00001162333,0.0001247986,0.00001005042,0.0007159987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008880165,"threshold_uncertainty_score":0.003120124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381111115","doi":"10.1016/j.est.2023.107967","title":"Predicting temperature distribution of passively balanced battery module under realistic driving conditions through coupled equivalent circuit method and lumped heat dissipation method","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Ministry of Education, India","keywords":"Multiphysics; MATLAB; Battery (electricity); Equivalent circuit; Voltage; Resistor; Heat generation; Thermal; Computer science; Control theory (sociology); Electronic engineering; Engineering; Electrical engineering; Finite element method; Physics; Thermodynamics; Structural engineering","authors":[{"name":"Rajveer Baveja","is_ca":false},{"name":"Jishnu Bhattacharya","is_ca":false},{"name":"Satyam Panchal","is_ca":true},{"name":"Roydon Fraser","is_ca":true},{"name":"Michael Fowler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02580779647012988,"gpt":0.317837780334107,"spread":0.2920299838639771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006997633,0.0002981196,0.0002925765,0.0001379974,0.0001790116,0.0002347297,0.0004478993,0.000371608,0.001015135],"category_scores_gemma":[0.0002676481,0.0001792309,0.0003046362,0.0001795605,0.0001831862,0.0005757987,0.0001535262,0.000174201,0.0002083554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00029224,"about_ca_system_score_gemma":0.0002079553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003068816,"about_ca_topic_score_gemma":0.003473481,"domain_scores_codex":[0.9999629,0.000006812806,0.00000149394,0.000009926517,0.00001296162,0.000005830454],"domain_scores_gemma":[0.9999251,0.00003005287,0.000008336383,0.000009354569,0.00002383728,0.000003293095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007277543,0.0000289253,0.001625015,0.00006310087,0.0000208105,0.0001190384,0.00004953793,0.9590414,0.02760391,0.0008392693,0.0004223163,0.01011401],"study_design_scores_gemma":[0.000002177964,0.00001282238,0.0004320949,0.000001086063,0.000003830794,0.000007710565,0.000005965489,0.9966588,0.002622731,0.0001490941,0.0001013756,0.000002255983],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8259606,0.0002034634,0.1631164,0.0001052123,0.00004267596,0.0000428882,0.0004209571,0.0007883667,0.00931943],"genre_scores_gemma":[0.9971324,0.00002834016,0.001699395,0.00000614608,0.000002315072,0.00001013244,0.00004869084,0.00001668345,0.001055885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003068816,"threshold_uncertainty_score":0.006101906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207930110","doi":"10.1016/j.est.2021.103384","title":"Optimum design of a double elliptical latent heat energy storage system during the melting process","year":2021,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Phase Change Materials Research","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Phase-change material; Heat transfer; Tube (container); Inlet; Mechanics; Reynolds number; Materials science; Latent heat; Sensitivity (control systems); Thermal energy storage; Phase (matter); Thermodynamics; Phase change; Mechanical engineering; Composite material; Chemistry; Physics; Engineering; Turbulence","authors":[{"name":"Amir Hossein Eisapour","is_ca":false},{"name":"Mehdi Eisapour","is_ca":true},{"name":"Hayder I. Mohammed","is_ca":false},{"name":"A.H. Shafaghat","is_ca":false},{"name":"Mohammad Ghalambaz","is_ca":false},{"name":"Pouyan Talebizadehsardari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03400183333063855,"gpt":0.2605084582767567,"spread":0.2265066249461182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002147485,0.0003488383,0.0007787858,0.0003609034,0.0006914437,0.000922686,0.0004694479,0.0005861936,0.002374422],"category_scores_gemma":[0.0002642368,0.0003849,0.0002822832,0.0002337022,0.0003145018,0.0005531133,0.0003804775,0.0002441239,0.0002617989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004881279,"about_ca_system_score_gemma":0.0009520535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018218,"about_ca_topic_score_gemma":0.001480759,"domain_scores_codex":[0.9999003,0.00001600965,0.00000655612,0.00002792907,0.00002103434,0.00002812411],"domain_scores_gemma":[0.9998753,0.00003773379,0.00003122902,0.000008723257,0.00003333662,0.00001363194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001993265,0.0002480503,0.002216424,0.0006077486,0.00007689937,0.0002864374,0.0001991936,0.5663353,0.3625053,0.005276904,0.0008750486,0.05937938],"study_design_scores_gemma":[0.0001317172,0.0007129814,0.001491967,0.00002026418,0.00007322356,0.00006662917,0.00008816054,0.9322149,0.06243099,0.0007305814,0.002010601,0.00002797079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7591013,0.0005658945,0.2302704,0.0002578425,0.0000672602,0.0001894165,0.0001825574,0.0004119342,0.008953351],"genre_scores_gemma":[0.9922668,0.00005478536,0.006759879,0.000008436768,0.000004287182,0.00004985539,0.00002125634,0.00001001149,0.0008245914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002374422,"threshold_uncertainty_score":0.007943213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388888499","doi":"10.1016/j.est.2023.109799","title":"Probabilistic lithium-ion battery state-of-health prediction using convolutional neural networks and Gaussian process regression","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Probabilistic logic; Kriging; State of health; Computer science; Context (archaeology); Battery (electricity); State of charge; Convolutional neural network; Gaussian process; Artificial neural network; Artificial intelligence; Machine learning; Engineering; Gaussian; Power (physics)","authors":[{"name":"S. P. Buchanan","is_ca":true},{"name":"Curran Crawford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02560175877572898,"gpt":0.2879966974858644,"spread":0.2623949387101354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000438013,0.000532445,0.0005486672,0.0004915705,0.0001733356,0.0004854616,0.0007128711,0.0005742342,0.0007855713],"category_scores_gemma":[0.001693437,0.0002907302,0.0005151778,0.0004660977,0.0002386081,0.0006504752,0.0004018092,0.0007336519,0.0003299633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006453872,"about_ca_system_score_gemma":0.0005384755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01572833,"about_ca_topic_score_gemma":0.02095817,"domain_scores_codex":[0.9998736,0.00001711159,0.00000744684,0.00004438249,0.00002960145,0.00002784657],"domain_scores_gemma":[0.9995167,0.000259957,0.00006264921,0.00003081678,0.0001125971,0.00001727598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003273239,0.0001387266,0.0129781,0.00005995721,0.0001051914,0.0001129157,0.0000321655,0.894935,0.002749448,0.001720621,0.002131844,0.08470874],"study_design_scores_gemma":[0.000001240419,0.000004285696,0.0005978984,0.000001279854,0.00000377756,0.000005164648,0.000001061692,0.9987429,0.0002554254,0.0003489457,0.00003641795,0.000001691216],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4751068,0.001532713,0.5156529,0.0007373421,0.0001754117,0.00004462995,0.001405756,0.001883238,0.00346121],"genre_scores_gemma":[0.9910722,0.0001538873,0.006742552,0.0000429446,0.0000318529,0.00001230506,0.0004686494,0.00001601941,0.001459482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01572833,"threshold_uncertainty_score":0.03127354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393135398","doi":"10.1016/j.est.2024.111302","title":"Binderless synthesis of hierarchical, marigold flower-like NiCo2O4 films for high-performance symmetric supercapacitor","year":2024,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":51,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Science and Engineering Research Board; Chhatrapati Shahu Maharaj Research Training and Human Development Institute; Shivaji University, Kolhapur; Dr. Babasaheb Ambedkar Research and Training Institute; Department of Science and Technology, Ministry of Science and Technology, India; Counselling Foundation of Canada","keywords":"Supercapacitor; Materials science; Chemistry; Capacitance; Electrode","authors":[{"name":"P. S. NAIK","is_ca":false},{"name":"R.S. Redekar","is_ca":false},{"name":"Jayashri V. Kamble","is_ca":false},{"name":"K.V. Patil","is_ca":false},{"name":"Shivaji N. Tayade","is_ca":false},{"name":"V.L. Patil","is_ca":false},{"name":"N.L. Tarwal","is_ca":false},{"name":"M. M. Karanjakar","is_ca":false},{"name":"Pradip D. Kamble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01401650421664176,"gpt":0.2271431002691661,"spread":0.2131265960525243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000694222,0.0002490054,0.0002030925,0.0002325586,0.000199942,0.0003023248,0.0004651805,0.000307177,0.001040233],"category_scores_gemma":[0.0001458384,0.0002204283,0.0001530114,0.0002246221,0.0001339213,0.0002616514,0.0001974064,0.0003174809,0.0003149654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003278536,"about_ca_system_score_gemma":0.0001510888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007474355,"about_ca_topic_score_gemma":0.003321264,"domain_scores_codex":[0.9999129,0.000004928267,0.000007113494,0.00002341335,0.00002926644,0.00002237217],"domain_scores_gemma":[0.9999481,0.000005514724,0.00001092376,0.000007908953,0.00001628828,0.00001118532],"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":[0.00001957035,0.000009885204,0.00003956224,0.00004242454,0.000004753229,0.00004001863,0.00001293138,0.0001188177,0.9977537,0.0001342499,0.0001017302,0.001722259],"study_design_scores_gemma":[0.000004434588,0.00003284413,0.0004178428,0.000002828298,0.000008702787,0.00003532803,0.00001157584,0.00176089,0.9961923,0.00003070442,0.001498317,0.000004251994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778777,0.0008496089,0.00984882,0.0001518589,0.00008688843,0.00004931739,0.0003461591,0.0005040203,0.0102856],"genre_scores_gemma":[0.989118,0.0003576537,0.006997371,0.00004059378,0.000012204,0.00003144737,0.0002538728,0.0000584827,0.003130323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001040233,"threshold_uncertainty_score":0.003479898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404213672","doi":"10.1016/j.est.2024.114393","title":"Technology, economic, and environmental analysis of second-life batteries as stationary energy storage: A review","year":2024,"lang":"en","type":"review","venue":"Journal of Energy Storage","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Energy storage; Environmental science; Waste management; Computer science; Environmental economics; Process engineering; Engineering; Economics; Physics; Thermodynamics","authors":[{"name":"Kaila Neigum","is_ca":true},{"name":"Zhanle Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01603279829194693,"gpt":0.2885315383498847,"spread":0.2724987400579377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006902608,0.0009120305,0.001241741,0.002657994,0.0003300492,0.001491382,0.0009813349,0.001097241,0.003682345],"category_scores_gemma":[0.00102608,0.0003528395,0.00101683,0.003670606,0.0003790798,0.002139893,0.0006114758,0.0008397616,0.001266368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006753348,"about_ca_system_score_gemma":0.001452256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001524037,"about_ca_topic_score_gemma":0.001715324,"domain_scores_codex":[0.9997,0.00004130744,0.00004933953,0.00005336564,0.0001272325,0.00002882965],"domain_scores_gemma":[0.9993339,0.0003622854,0.00009921811,0.00001674076,0.0001694548,0.00001836944],"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":[0.0001146253,0.000136761,0.0007100423,0.08501445,0.0002168836,0.0004957872,0.000169302,0.002394138,0.005651556,0.01600035,0.02607172,0.8630245],"study_design_scores_gemma":[0.000008279374,0.0002194923,0.001035421,0.008896202,0.0003028298,0.001227388,0.0001683244,0.0005357687,0.003233948,0.004081262,0.9802487,0.00004244365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005439137,0.9965779,0.0003332778,0.0002339956,0.0001689178,0.000009502362,0.00004615009,0.000006718376,0.002079619],"genre_scores_gemma":[0.002067817,0.9968473,0.000261644,0.0001030002,0.0001098278,0.000009262498,0.00004102378,0.000001895373,0.0005581041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003682345,"threshold_uncertainty_score":0.01231867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387686479","doi":"10.1016/j.est.2023.109268","title":"Biomass-based porous carbon for high-performance supercapacitor electrode materials prepared from Canada goldenrod","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Supercapacitor; Capacitance; Materials science; Carbonization; Biomass (ecology); Carbon fibers; Activated carbon; Electrolyte; Electrochemistry; Chemical engineering; Energy storage; Raw material; Power density; Aqueous solution; Electrode; Composite material; Chemistry; Organic chemistry; Ecology; Power (physics)","authors":[{"name":"Jianfei Tu","is_ca":false},{"name":"Zhijun Qiao","is_ca":false},{"name":"Yuzuo Wang","is_ca":false},{"name":"Gaofeng Li","is_ca":false},{"name":"Xi Zhang","is_ca":false},{"name":"Guoping Li","is_ca":false},{"name":"Dianbo Ruan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01069492406669183,"gpt":0.2097253461247561,"spread":0.1990304220580642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000191382,0.0003968806,0.0002134581,0.001344703,0.0005528571,0.0003356106,0.0004335226,0.0003743421,0.00350115],"category_scores_gemma":[0.0003468374,0.0002174901,0.000226,0.0008378524,0.000203772,0.0003765052,0.000269409,0.0005650034,0.0004852041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007898332,"about_ca_system_score_gemma":0.000883173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02124389,"about_ca_topic_score_gemma":0.1136421,"domain_scores_codex":[0.9998311,0.000004824031,0.000007846336,0.0000257813,0.00009537741,0.00003511323],"domain_scores_gemma":[0.9998871,0.00001484117,0.000007695314,0.0000094058,0.00005448862,0.00002646345],"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":[0.00006739504,0.00002951387,0.0002801742,0.0001492963,0.00001272311,0.0002237628,0.00004656283,0.0003838555,0.9871613,0.0006999557,0.0005036147,0.01044172],"study_design_scores_gemma":[0.000009005186,0.00008213312,0.003249201,0.00002739671,0.00001562848,0.0001053004,0.00005970396,0.0008165258,0.9886931,0.0001135823,0.006816843,0.00001167305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632762,0.003576712,0.00885626,0.0002798078,0.0001931837,0.0001599971,0.002550633,0.0002281143,0.0208791],"genre_scores_gemma":[0.982313,0.001694171,0.007304822,0.00004594419,0.00001085367,0.00004133899,0.001222788,0.00006669163,0.007300326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02124389,"threshold_uncertainty_score":0.0422405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}