{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001277943,0.000168551,0.0002922534,0.0001625819,0.0002411702,0.0007902372,0.0003494647,0.0005151923,0.0007368596],"category_scores_gemma":[0.0001923347,0.0001694095,0.0001594235,0.0002407165,0.0004904255,0.001077635,0.0004579375,0.0005088571,0.0004009582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004444693,"about_ca_system_score_gemma":0.000212793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004499719,"about_ca_topic_score_gemma":0.0004019521,"domain_scores_codex":[0.9999471,0.000006730272,0.000005443317,0.0000110441,0.00002078389,0.000008956224],"domain_scores_gemma":[0.9999362,0.00001817459,0.000009732395,0.000006043921,0.00002296519,0.000006738155],"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":[0.000379758,0.0001088106,0.001884008,0.004121921,0.00004779296,0.001092454,0.0006605574,0.01095902,0.6552604,0.2051681,0.005005895,0.1153112],"study_design_scores_gemma":[0.00006631262,0.0004798226,0.001343535,0.0003480911,0.00006913384,0.001288966,0.0005402442,0.03858501,0.6462175,0.1040436,0.2069499,0.00006784893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4977629,0.3587778,0.06411702,0.004767949,0.001123326,0.00007529654,0.0003702515,0.0005401225,0.07246531],"genre_scores_gemma":[0.9207589,0.06754601,0.003171871,0.0002269085,0.0001414237,0.000037367,0.0001103556,0.00004938573,0.007957871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007902372,"threshold_uncertainty_score":0.003224909,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008175767,0.0006962101,0.0007972471,0.0005535117,0.000403238,0.0007605988,0.0009262816,0.0009160859,0.004862385],"category_scores_gemma":[0.0009200475,0.0005456749,0.0007900711,0.0004315678,0.000694024,0.0006505086,0.0006716023,0.0006496995,0.0004642051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006373,"about_ca_system_score_gemma":0.001247694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931519,"about_ca_topic_score_gemma":0.002539643,"domain_scores_codex":[0.9998972,0.0000407,0.000003358644,0.00001317513,0.00002995766,0.00001560307],"domain_scores_gemma":[0.9997836,0.0001305118,0.00001432,0.0000219906,0.00003987931,0.000009738727],"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":[0.00003030881,0.00002432454,0.0002219195,0.00006816427,0.00001439577,0.00002932402,0.00001693375,0.9638288,0.001242209,0.02749753,0.000440685,0.006585279],"study_design_scores_gemma":[0.00001243139,0.00001996662,0.00004108285,0.000006883583,0.000004490105,0.00000418945,0.000008684603,0.9919156,0.000224768,0.007139306,0.0006197589,0.000002870079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1502657,0.0008885792,0.7944449,0.001411904,0.00009682837,0.0003001837,0.0004923287,0.0004514547,0.05164805],"genre_scores_gemma":[0.7596243,0.000622409,0.2290454,0.0002640224,0.00004358591,0.00126603,0.0003987941,0.0001382179,0.008597267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004862385,"threshold_uncertainty_score":0.01626635,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008444441,0.0002269085,0.0001494701,0.0002997463,0.0000766705,0.0002652128,0.0001218065,0.0002433161,0.0008907779],"category_scores_gemma":[0.00008144233,0.0001044967,0.0001994152,0.0002226841,0.0001530147,0.00017501,0.0001121723,0.0001926543,0.0003370945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269049,"about_ca_system_score_gemma":0.0001138572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001475543,"about_ca_topic_score_gemma":0.0005254603,"domain_scores_codex":[0.9999596,0.000003493308,0.000003093406,0.000005544619,0.00001932249,0.000008979848],"domain_scores_gemma":[0.9999727,0.000003936,0.000007229242,0.000003264615,0.000006246568,0.000006680003],"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":[0.00001522538,0.00001059422,0.00007608958,0.00003023179,0.00000289559,0.00005054337,0.000005999275,0.0002061026,0.9984872,0.00007845276,0.00002485189,0.001011792],"study_design_scores_gemma":[0.0000063743,0.0001291861,0.0008823564,0.00000416713,0.00000581675,0.00006185439,0.00001731109,0.0009454096,0.9961942,0.00005695457,0.001693632,0.000002712544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917752,0.0006249697,0.004637455,0.00004316531,0.00005685928,0.00002424056,0.0001696857,0.00008295912,0.002585445],"genre_scores_gemma":[0.9960438,0.0003015954,0.002578106,0.00001675392,0.000006545792,0.000006062372,0.0001226127,0.00002216879,0.0009023868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008907779,"threshold_uncertainty_score":0.002979994,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008880781,0.0002081155,0.0001298958,0.0002154817,0.0001805821,0.0002210751,0.0002664504,0.0001360637,0.0005899382],"category_scores_gemma":[0.0001241368,0.0001673969,0.0001363894,0.0001465001,0.0001321412,0.0002388441,0.0001809915,0.0002091906,0.000207039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002054644,"about_ca_system_score_gemma":0.0001579321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000921806,"about_ca_topic_score_gemma":0.002320559,"domain_scores_codex":[0.9999183,0.000004886407,0.000005509413,0.0000127676,0.00004568273,0.00001285311],"domain_scores_gemma":[0.9999477,0.000005504953,0.00001537566,0.0000101359,0.00001570292,0.000005581915],"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":[0.00001621732,0.000004419883,0.0001162531,0.0000583898,0.00000341853,0.00003729762,0.00001764219,0.00003973447,0.9972742,0.0002287726,0.00007877615,0.002124883],"study_design_scores_gemma":[0.000003101211,0.00003489099,0.0006982538,0.000003922048,0.000007044615,0.0001022974,0.00001268925,0.0005682764,0.995148,0.00002521335,0.003392807,0.000003568376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636083,0.004940149,0.02201013,0.0001872903,0.0001919923,0.00004334984,0.0001563655,0.0003061993,0.008556262],"genre_scores_gemma":[0.9878115,0.001234619,0.007028963,0.0000302343,0.0000153681,0.00001154971,0.00006957522,0.00002463354,0.003773367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000921806,"threshold_uncertainty_score":0.00197351,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003118493,0.0003055956,0.0002857502,0.0002213229,0.0003545098,0.0005668746,0.0007040992,0.0003422458,0.002144085],"category_scores_gemma":[0.000403012,0.0001460539,0.0002367034,0.0001259119,0.0002818185,0.0003071873,0.0002239231,0.0003372695,0.0002402758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003557269,"about_ca_system_score_gemma":0.0004624609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002852707,"about_ca_topic_score_gemma":0.002787285,"domain_scores_codex":[0.9998031,0.00003654838,0.00001490858,0.000045802,0.00008054585,0.00001912165],"domain_scores_gemma":[0.9998154,0.00004730916,0.00003143059,0.00001591865,0.00008220107,0.000007665531],"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":[0.0004431566,0.000262929,0.001132941,0.0004528388,0.00009331028,0.0002808576,0.0002683831,0.6219589,0.1078641,0.01340388,0.00292615,0.2509125],"study_design_scores_gemma":[0.00003106593,0.0001885077,0.0002578259,0.00001415215,0.00001482162,0.00003192183,0.00001123735,0.9865617,0.01067286,0.0004946502,0.001711486,0.000009878508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05083813,0.0002500005,0.9387349,0.0001559756,0.0001151113,0.0001068779,0.0000369342,0.0008210798,0.008941024],"genre_scores_gemma":[0.9747041,0.00006745823,0.02308261,0.0000363649,0.00001333818,0.00009032851,0.0000236365,0.00001046363,0.00197159],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002852707,"threshold_uncertainty_score":0.007172704,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004988346,0.0003472966,0.0001655097,0.0001875609,0.0001259991,0.0002571133,0.0002121063,0.0003064122,0.00178918],"category_scores_gemma":[0.00009280362,0.0001969693,0.0002317494,0.0001469003,0.0001647478,0.000304102,0.0002175629,0.0002588881,0.0003656181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001846261,"about_ca_system_score_gemma":0.0001116014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000566462,"about_ca_topic_score_gemma":0.001213476,"domain_scores_codex":[0.9999285,0.000002563212,0.000004941823,0.00001741618,0.00002462283,0.00002192612],"domain_scores_gemma":[0.9999477,0.000005031877,0.00002205228,0.000005580877,0.00001020019,0.000009373613],"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":[0.00002255613,0.000005403857,0.00006764927,0.00002894898,0.000002784263,0.00001976992,0.000007349287,0.00005439406,0.999173,0.00002434623,0.00002889343,0.0005650395],"study_design_scores_gemma":[0.000004240763,0.00003663859,0.0006203856,0.000001715598,0.000009130472,0.00002426263,0.00001076684,0.0005976914,0.9981424,0.000006715633,0.0005429618,0.000003018846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940541,0.0003469827,0.003360783,0.0000336642,0.00003329181,0.0000125955,0.00011161,0.0001251334,0.001921788],"genre_scores_gemma":[0.9944764,0.0003244675,0.002692661,0.00002831112,0.000006948123,0.00001558794,0.0001070178,0.00003192712,0.002316575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00178918,"threshold_uncertainty_score":0.005985439,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008900459,0.0002933233,0.00008734711,0.0002256133,0.0001711294,0.0002568793,0.0002251182,0.0003422678,0.0009038876],"category_scores_gemma":[0.0001306494,0.00008441809,0.0001402726,0.0001098248,0.000136189,0.0003260725,0.000196233,0.0001702593,0.0002195055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000242219,"about_ca_system_score_gemma":0.0001635617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006630443,"about_ca_topic_score_gemma":0.001830395,"domain_scores_codex":[0.9999489,0.000004778402,0.000002464225,0.000008408146,0.00002168956,0.00001375747],"domain_scores_gemma":[0.9999654,0.000004058697,0.000008387175,0.000003269738,0.00001100488,0.00000796025],"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":[0.00005734689,0.00003567,0.0001436965,0.00008618407,0.000008622604,0.0001584359,0.0000205572,0.002433517,0.98512,0.001404475,0.0003255989,0.01020603],"study_design_scores_gemma":[0.00001526838,0.0003254225,0.001107495,0.00001832908,0.00001935084,0.0002336111,0.00002862357,0.01328759,0.9718868,0.0003846245,0.01266754,0.00002542616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692907,0.002976371,0.01976939,0.0002040628,0.0001303721,0.00005289427,0.0001561028,0.0002949347,0.0071252],"genre_scores_gemma":[0.9925171,0.000660282,0.005053107,0.00002799728,0.00001412581,0.00001385638,0.00005942946,0.00001201385,0.001642159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009038876,"threshold_uncertainty_score":0.003023744,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004988346,0.0003472966,0.0001655097,0.0001875609,0.0001259991,0.0002571133,0.0002121063,0.0003064122,0.00178918],"category_scores_gemma":[0.00009280362,0.0001969693,0.0002317494,0.0001469003,0.0001647478,0.000304102,0.0002175629,0.0002588881,0.0003656181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001846261,"about_ca_system_score_gemma":0.0001116014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000566462,"about_ca_topic_score_gemma":0.001213476,"domain_scores_codex":[0.9999285,0.000002563212,0.000004941823,0.00001741618,0.00002462283,0.00002192612],"domain_scores_gemma":[0.9999477,0.000005031877,0.00002205228,0.000005580877,0.00001020019,0.000009373613],"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":[0.00002255613,0.000005403857,0.00006764927,0.00002894898,0.000002784263,0.00001976992,0.000007349287,0.00005439406,0.999173,0.00002434623,0.00002889343,0.0005650395],"study_design_scores_gemma":[0.000004240763,0.00003663859,0.0006203856,0.000001715598,0.000009130472,0.00002426263,0.00001076684,0.0005976914,0.9981424,0.000006715633,0.0005429618,0.000003018846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940541,0.0003469827,0.003360783,0.0000336642,0.00003329181,0.0000125955,0.00011161,0.0001251334,0.001921788],"genre_scores_gemma":[0.9944764,0.0003244675,0.002692661,0.00002831112,0.000006948123,0.00001558794,0.0001070178,0.00003192712,0.002316575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00178918,"threshold_uncertainty_score":0.005985439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}