{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"bb9903d5d0ab","filters":{"venue":"Battery energy"}},"results":[{"id":"W4391320928","doi":"10.1002/bte2.20230062","title":"Lithium dendrites in all‐solid‐state batteries: From formation to suppression","year":2024,"lang":"en","type":"article","venue":"Battery energy","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Institut National de la Recherche Scientifique","funders":"Centre québécois sur les matériaux fonctionnels; Natural Sciences and Engineering Research Council of Canada; École de technologie supérieure; Institut national de la recherche scientifique","keywords":"Solid-state; Lithium (medication); Materials science; Nanotechnology; Chemical engineering; Engineering physics; Psychology; Physics; Engineering","authors":[{"name":"Huaihu Sun","is_ca":true},{"name":"Axel Celadon","is_ca":true},{"name":"Sylvain G. Cloutier","is_ca":true},{"name":"Kamal Al‐Haddad","is_ca":true},{"name":"Shuhui Sun","is_ca":true},{"name":"Gaixia Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01199431014866347,"gpt":0.2359528081420064,"spread":0.223958497993343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004463536,0.0001975646,0.0001958039,0.0002422111,0.00002163826,0.0001483334,0.0001725948,0.0000815274,0.0001402561],"category_scores_gemma":[0.00001134507,0.000180898,0.00003148688,0.0001794273,0.00001659118,0.0005399057,0.0001008287,0.00009892304,0.0001215379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007433454,"about_ca_system_score_gemma":0.000004962807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006541452,"about_ca_topic_score_gemma":0.0001039832,"domain_scores_codex":[0.9990335,0.00001773226,0.0003058392,0.0002333987,0.0001040548,0.0003055498],"domain_scores_gemma":[0.9996196,0.00007074499,0.00001422481,0.0002402864,0.00001002714,0.00004509999],"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":[0.00002030692,0.00001656479,0.0001200567,0.0001780371,0.00003535856,0.0001418285,0.0007836818,0.04047192,0.8595593,0.0002040832,0.02200261,0.07646625],"study_design_scores_gemma":[0.0001246388,0.0000351599,0.001203758,0.0004333126,0.000006996957,0.000008878755,0.00007482438,0.01105973,0.856143,0.005541566,0.1249924,0.0003757903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9364043,0.0005559093,0.05863171,0.0007818073,0.001690417,0.00008011084,0.0001056178,0.001336648,0.0004134623],"genre_scores_gemma":[0.9975067,0.0002767478,0.001247616,0.0004186163,0.0001208237,0.00009240933,0.00009882163,0.00005035423,0.0001878544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029898,"threshold_uncertainty_score":0.7376804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4282047968","doi":"10.1002/bte2.20220003","title":"A global design principle for polysulfide electrocatalysis in lithium–sulfur batteries—A computational perspective","year":2022,"lang":"en","type":"article","venue":"Battery energy","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polysulfide; Adsorption; Density functional theory; Lithium (medication); Binding energy; Atom (system on chip); Sulfur; Sulfide; Chemistry; Materials science; Physical chemistry; Computational chemistry; Atomic physics; Physics; Organic chemistry; Computer science; Electrode","authors":[{"name":"Akhil Mammoottil Abraham","is_ca":true},{"name":"Thilini Boteju","is_ca":true},{"name":"Sathish Ponnurangam","is_ca":true},{"name":"Venkataraman Thangadurai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01085586791719993,"gpt":0.2350388685062388,"spread":0.2241830005890388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120354,0.0002105334,0.0002690567,0.0001686046,0.0001376802,0.00003811359,0.0002682804,0.00005301767,0.0001086826],"category_scores_gemma":[0.00002515677,0.0002374363,0.00006894931,0.0004174176,0.00003703496,0.0001406065,0.0001448288,0.00008908526,0.000002425376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006581373,"about_ca_system_score_gemma":0.00004292937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007352016,"about_ca_topic_score_gemma":0.00005001325,"domain_scores_codex":[0.9987811,0.00004809656,0.0002841441,0.0003210297,0.0001671427,0.0003984415],"domain_scores_gemma":[0.9995688,0.00009957927,0.00005022901,0.0002105529,0.00003760227,0.00003326758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008714253,0.00005150188,0.0002515785,0.00001751213,0.0000665629,0.00001867512,0.00008525208,0.9703851,0.007620072,0.01852967,0.001331651,0.001555229],"study_design_scores_gemma":[0.005863921,0.00144298,0.0130312,0.00007359099,0.0001623283,0.0004692277,0.00363417,0.2887816,0.1606509,0.4102751,0.1118943,0.00372071],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2136828,0.0003202988,0.7835538,0.0006386351,0.0003607771,0.000230664,0.0002174665,0.0006210977,0.000374504],"genre_scores_gemma":[0.9885711,0.00001370349,0.009985772,0.0003574743,0.00006182658,0.0007535149,0.0001026109,0.0000393564,0.0001146549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7748883,"threshold_uncertainty_score":0.9682373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4290726815","doi":"10.1002/bte2.20220016","title":"Transforming silicon slag into high‐capacity anode material for lithium‐ion batteries","year":2022,"lang":"en","type":"article","venue":"Battery energy","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Anode; Amorphous solid; Nanocrystalline material; Electrode; Electrolyte; Scanning electron microscope; Chemical engineering; Silicon; Lithium (medication); Ball mill; Lithium-ion battery; Ion; Metallurgy; Battery (electricity); Composite material; Nanotechnology; Crystallography; Chemistry","authors":[{"name":"Victor Vanpeene","is_ca":true},{"name":"Alexandre Heitz","is_ca":true},{"name":"Natalie Herkendaal","is_ca":true},{"name":"Patrick Soucy","is_ca":true},{"name":"Thierry Douillard","is_ca":false},{"name":"Lionel Roué","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0122493209814653,"gpt":0.2142949283955939,"spread":0.2020456074141286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002218156,0.0003519793,0.0003977409,0.0001540613,0.0003584785,0.00009365304,0.0003602003,0.00008520908,0.002211573],"category_scores_gemma":[0.00001005556,0.0004012838,0.00007274235,0.0001196742,0.00006130352,0.0004365675,0.0001380743,0.0001127207,0.00001041926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618149,"about_ca_system_score_gemma":0.0000154596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001177304,"about_ca_topic_score_gemma":0.00002726077,"domain_scores_codex":[0.998199,0.00008806907,0.0005241797,0.0003838147,0.0002700365,0.0005349396],"domain_scores_gemma":[0.9993556,0.00007993945,0.00007428991,0.0003914804,0.00002704161,0.00007168656],"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":[0.000155721,0.0000464866,0.00004783288,0.0002200323,0.00006156147,0.000007407418,0.0005427591,0.02039413,0.9649429,0.001637149,0.006863332,0.005080693],"study_design_scores_gemma":[0.0007017861,0.0001738187,0.00009246553,0.00002362072,0.00003093719,0.00002433236,0.0001283364,0.0004747367,0.8219942,0.003859084,0.171924,0.0005726274],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498538,0.00004231149,0.04180865,0.0002611272,0.006401196,0.0002803194,0.0005605016,0.0004984218,0.0002937051],"genre_scores_gemma":[0.9939701,0.00001649957,0.002268147,0.0009803247,0.000736193,0.001108221,0.0004481089,0.0001401788,0.0003322143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1650607,"threshold_uncertainty_score":0.9998439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390166988","doi":"10.1002/bte2.20230051","title":"Atomic layer deposition niobium oxide and lithium niobium oxide as a protection technique for anode‐free batteries","year":2023,"lang":"en","type":"article","venue":"Battery energy","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; China Automotive Battery Research Institute","keywords":"Anode; Niobium; Materials science; Atomic layer deposition; Lithium (medication); Oxide; Cathode; Battery (electricity); Niobium oxide; Layer (electronics); Lithium vanadium phosphate battery; Nanotechnology; Electrode; Metallurgy; Electrical engineering; Chemistry; Power (physics)","authors":[{"name":"Kieran Doyle‐Davis","is_ca":true},{"name":"Keegan R. Adair","is_ca":true},{"name":"Changhong Wang","is_ca":true},{"name":"Feipeng Zhao","is_ca":true},{"name":"Sixu Deng","is_ca":true},{"name":"Xueliang Sun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01412291908183103,"gpt":0.2312380970433623,"spread":0.2171151779615312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002338674,0.000368486,0.0003387397,0.0002927136,0.0001575098,0.0001196993,0.0002300972,0.0002098146,0.00005187588],"category_scores_gemma":[0.00004480856,0.0003994588,0.00005636328,0.0002365525,0.00006549252,0.0004780528,0.0001740573,0.0001135268,0.00004869977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001497793,"about_ca_system_score_gemma":0.00001777722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000128396,"about_ca_topic_score_gemma":0.00003312582,"domain_scores_codex":[0.9983117,0.00006257482,0.000452521,0.0004505834,0.0001873999,0.0005352491],"domain_scores_gemma":[0.999185,0.00007435233,0.00008954547,0.0005144314,0.00005231802,0.00008437895],"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":[0.00007104909,0.00001547406,0.00009947527,0.0002743197,0.00004535885,0.00001336569,0.00005370288,0.001594009,0.9876039,0.0003065364,0.00922111,0.0007016873],"study_design_scores_gemma":[0.0005305637,0.00009117549,0.001127472,0.000144173,0.00003044942,0.0001075643,0.00004808779,0.0009687788,0.9782769,0.005329416,0.01283584,0.0005095999],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7450475,0.00006204289,0.2509001,0.0005016538,0.0009400184,0.0008028502,0.000111898,0.00131211,0.0003218847],"genre_scores_gemma":[0.9867001,0.00008958198,0.006206347,0.0007960764,0.0003562498,0.004023244,0.0001603036,0.0002094941,0.001458628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2446937,"threshold_uncertainty_score":0.9998457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396514559","doi":"10.1002/bte2.20230055","title":"A finite‐state machine‐based control design for thermal and state‐of‐charge balancing of lithium iron phosphate battery using flyback converters","year":2024,"lang":"en","type":"article","venue":"Battery energy","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec; Polytechnique Montréal; McGill University","funders":"Mitacs; McGill University","keywords":"State of charge; Battery (electricity); Battery pack; Converters; Computer science; Controller (irrigation); Automotive engineering; Engineering; Control theory (sociology); Electrical engineering; Voltage; Power (physics); Control (management)","authors":[{"name":"Asal Zabetian‐Hosseini","is_ca":true},{"name":"Amin Ghazanfari","is_ca":true},{"name":"Benoît Boulet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01662164721437402,"gpt":0.2410403670718961,"spread":0.2244187198575221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002819551,0.0003251166,0.0004745886,0.0003442249,0.00004644178,0.00004996451,0.0002502583,0.0001040366,0.00005080567],"category_scores_gemma":[0.00004914621,0.0003084822,0.0001032469,0.0002510879,0.0001586307,0.000255392,0.00005646836,0.0002088654,0.000003387021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009771666,"about_ca_system_score_gemma":0.0000516888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000497696,"about_ca_topic_score_gemma":0.000004306748,"domain_scores_codex":[0.9982561,0.00007214755,0.0005034215,0.0003679914,0.0002207154,0.0005795599],"domain_scores_gemma":[0.9984704,0.0009700136,0.00007862169,0.0003435456,0.00005965087,0.00007772224],"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":[0.0001889214,0.00002484541,0.0003635463,0.001168215,0.0001527284,0.00005944569,0.0001261054,0.6025109,0.347257,0.00002840035,0.0002708373,0.04784896],"study_design_scores_gemma":[0.0006689356,0.0001046281,0.000058147,0.0002040322,0.00002331709,0.000006655367,0.00001196089,0.6734185,0.3247451,0.0001326636,0.0004092274,0.0002168251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1837014,0.001841228,0.8131397,0.00009715091,0.0003102103,0.0002907423,0.0002622439,0.00032129,0.00003608298],"genre_scores_gemma":[0.9952005,0.0001394521,0.004124751,0.0001865426,0.00003126353,0.00008216818,0.0000221763,0.0001194055,0.00009372003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8114992,"threshold_uncertainty_score":0.9999367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412131112","doi":"10.1002/bte2.70009","title":"In Situ Coating Li<sub>3</sub>PO<sub>4</sub> on Li<sub>6.5</sub>La<sub>3</sub>Zr<sub>1.5</sub>Ta<sub>0.5</sub>O<sub>12</sub> Achieving Lithium Dendrites Inhibition and High Chemical Stability","year":2025,"lang":"en","type":"article","venue":"Battery energy","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Materials science; In situ; Analytical Chemistry (journal); Chemistry","authors":[{"name":"Jun Ma","is_ca":false},{"name":"Ruilin He","is_ca":false},{"name":"Yidong Jiang","is_ca":false},{"name":"Ludan Zhang","is_ca":false},{"name":"Hongli Xu","is_ca":false},{"name":"Hongbo Zeng","is_ca":true},{"name":"Chaoyang Wang","is_ca":false},{"name":"Xiaoxiong Xu","is_ca":false},{"name":"Yonghong Deng","is_ca":false},{"name":"Jun Wang","is_ca":false},{"name":"Shang‐Sen Chi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006894309347761496,"gpt":0.1957717676993269,"spread":0.1888774583515654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002320852,0.004448991,0.004356247,0.002739192,0.001342879,0.001398391,0.001945651,0.003525692,0.00002716912],"category_scores_gemma":[0.00163513,0.005061103,0.00118613,0.003228623,0.001581746,0.003287842,0.002649278,0.004128042,0.0002730933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002445535,"about_ca_system_score_gemma":0.0004961537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008316994,"about_ca_topic_score_gemma":0.001104487,"domain_scores_codex":[0.9808537,0.001295044,0.005160175,0.005273008,0.002297494,0.005120617],"domain_scores_gemma":[0.9900512,0.002722641,0.00166988,0.003682137,0.0007082995,0.001165917],"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":[0.0006701018,0.001032262,0.001244971,0.001946619,0.0005171626,0.0005663078,0.0005304973,0.005977764,0.9171122,0.0008103859,0.002254886,0.06733689],"study_design_scores_gemma":[0.00415763,0.0005440771,0.008791359,0.003098425,0.0004904606,0.0002875408,0.0005613805,0.001845143,0.971577,0.003532323,0.0004494904,0.004665184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791216,0.001437191,0.00713192,0.001361924,0.003634975,0.002024614,0.0007064718,0.004142004,0.0004392521],"genre_scores_gemma":[0.9864736,0.005730613,0.0004822625,0.001687462,0.00170935,0.001511219,0.001341232,0.001058174,0.000006058818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06267171,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416252716","doi":"10.1002/bte2.20250061","title":"Multifunctional Carbon Fiber–Nanotube Frameworks for Safe, Recyclable, High‐Performance Lithium‐Ion Batteries","year":2025,"lang":"en","type":"article","venue":"Battery energy","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ford Motor Company (Canada); University of Toronto","funders":"Mitacs; Ford Motor Company","keywords":"Current collector; Anode; Carbon fibers; Carbon nanotube; Graphite; Faraday efficiency; Electrode; Nanoarchitectures for lithium-ion batteries; Energy storage","authors":[{"name":"Ritu Malik","is_ca":true},{"name":"Mohini Sain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007212626795912648,"gpt":0.2143368460026742,"spread":0.2071242192067615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001356183,0.0003685929,0.0003782751,0.0002070911,0.0001477635,0.00007895548,0.0002681269,0.0003658994,0.0005765257],"category_scores_gemma":[0.00003788104,0.0003873678,0.00005154366,0.0002189904,0.00006875294,0.000306194,0.0001025634,0.0002183769,0.00003160851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912523,"about_ca_system_score_gemma":0.00002912215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003841926,"about_ca_topic_score_gemma":0.000008458439,"domain_scores_codex":[0.9983243,0.00003693491,0.0005301551,0.0004061212,0.0001887152,0.0005137456],"domain_scores_gemma":[0.9990674,0.0002283116,0.00007057266,0.0005009919,0.00007870654,0.0000540486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008184065,0.0002362167,0.002968865,0.001912124,0.0007167609,0.00001313806,0.0001865713,0.519632,0.1779057,0.005282373,0.1425004,0.1478275],"study_design_scores_gemma":[0.001564776,0.0001438353,0.00601188,0.0006676422,0.00009229022,0.000009212584,0.00002791066,0.01420413,0.468661,0.003416423,0.5041152,0.001085719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8673522,0.0004634817,0.1021403,0.001032101,0.01459817,0.0004737843,0.0001507338,0.000892953,0.01289633],"genre_scores_gemma":[0.965095,0.0002275132,0.009218419,0.002849204,0.0009457265,0.0008208677,0.0002752187,0.0001279157,0.02044018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5054278,"threshold_uncertainty_score":0.9998578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408966803","doi":"10.1002/bte2.20250002","title":"In Situ Coating Li<sub>3</sub>PO<sub>4</sub> on Li<sub>6.5</sub>La<sub>3</sub>Zr<sub>1.5</sub>Ta<sub>0.5</sub>O<sub>12</sub> Achieving Lithium Dendrites Inhibition and High Chemical Stability","year":2025,"lang":"en","type":"article","venue":"Battery energy","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; In situ; Coating; Analytical Chemistry (journal); Mineralogy; Chemistry; Nanotechnology","authors":[{"name":"Jun Ma","is_ca":false},{"name":"Ruilin He","is_ca":false},{"name":"Yidong Jiang","is_ca":false},{"name":"Ludan Zhang","is_ca":false},{"name":"Hongli Xu","is_ca":false},{"name":"Hongbo Zeng","is_ca":true},{"name":"Chaoyang Wang","is_ca":false},{"name":"Xiaoxiong Xu","is_ca":false},{"name":"Yonghong Deng","is_ca":false},{"name":"Jun Wang","is_ca":false},{"name":"Shang‐Sen Chi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006894309347761496,"gpt":0.1957717676993269,"spread":0.1888774583515654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002320852,0.004448991,0.004356247,0.002739192,0.001342879,0.001398391,0.001945651,0.003525692,0.00002716912],"category_scores_gemma":[0.00163513,0.005061103,0.00118613,0.003228623,0.001581746,0.003287842,0.002649278,0.004128042,0.0002730933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002445535,"about_ca_system_score_gemma":0.0004961537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008316994,"about_ca_topic_score_gemma":0.001104487,"domain_scores_codex":[0.9808537,0.001295044,0.005160175,0.005273008,0.002297494,0.005120617],"domain_scores_gemma":[0.9900512,0.002722641,0.00166988,0.003682137,0.0007082995,0.001165917],"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":[0.0006701018,0.001032262,0.001244971,0.001946619,0.0005171626,0.0005663078,0.0005304973,0.005977764,0.9171122,0.0008103859,0.002254886,0.06733689],"study_design_scores_gemma":[0.00415763,0.0005440771,0.008791359,0.003098425,0.0004904606,0.0002875408,0.0005613805,0.001845143,0.971577,0.003532323,0.0004494904,0.004665184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791216,0.001437191,0.00713192,0.001361924,0.003634975,0.002024614,0.0007064718,0.004142004,0.0004392521],"genre_scores_gemma":[0.9864736,0.005730613,0.0004822625,0.001687462,0.00170935,0.001511219,0.001341232,0.001058174,0.000006058818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06267171,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}