{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"2700d3cf3f79","filters":{"venue":"EES batteries."}},"results":[{"id":"W4406341617","doi":"10.1039/d4eb00006d","title":"Analytical techniques for studying cell aging in lithium–sulfur batteries","year":2025,"lang":"en","type":"article","venue":"EES batteries.","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Mitacs; Ford Motor Company","keywords":"Lithium (medication); Sulfur; Lithium–sulfur battery; Materials science; Battery (electricity); Metallurgy; Psychology; Physics; Thermodynamics; Psychiatry; Power (physics)","authors":[{"name":"Ritu Malik","is_ca":true},{"name":"Mohini Sain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01241119933959163,"gpt":0.2535502234759475,"spread":0.2411390241363559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00164193,0.0007816696,0.0005295501,0.001963799,0.0005822565,0.0006282161,0.0008126698,0.0008415394,0.0008477184],"category_scores_gemma":[0.002072254,0.0003918802,0.0004232664,0.0009312215,0.0005314509,0.0008644912,0.0006503193,0.001255821,0.000644695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005810667,"about_ca_system_score_gemma":0.0007092096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010672,"about_ca_topic_score_gemma":0.002069578,"domain_scores_codex":[0.9990693,0.0001875765,0.00006468561,0.0001331581,0.0004833955,0.00006187444],"domain_scores_gemma":[0.9991418,0.0002695857,0.0001467214,0.00007515165,0.0003268121,0.00003984968],"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":[0.0000833087,0.00008350358,0.001311396,0.0005603314,0.00003573964,0.0001140886,0.0001905348,0.0009190634,0.9494123,0.00340979,0.001295179,0.04258481],"study_design_scores_gemma":[0.00001705508,0.000293223,0.003173405,0.00009778942,0.00005295794,0.0005896175,0.0001616418,0.0158735,0.9456175,0.003415816,0.03065804,0.00004940772],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1778469,0.05445079,0.7502164,0.0015284,0.0008462533,0.0005355884,0.001405156,0.002090741,0.01107979],"genre_scores_gemma":[0.5284178,0.04629926,0.414378,0.0009584195,0.0003741456,0.000825298,0.001218456,0.0002099343,0.007318576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001963799,"threshold_uncertainty_score":0.008683443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406375608","doi":"10.1039/d4eb00016a","title":"Elucidating the impact of metal doping in Li<sub>1.15</sub>(Ni<sub>0.35</sub>Mn<sub>0.65</sub>)<sub>0.85</sub>O<sub>2</sub> cathodes using high-throughput experiments and machine learning","year":2025,"lang":"en","type":"article","venue":"EES batteries.","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cathode; Dissolution; Materials science; Doping; Transition metal; Throughput; Sustainable energy; Nanotechnology; Engineering physics; Optoelectronics; Physical chemistry; Computer science; Chemistry; Electrical engineering; Physics; Engineering; Telecommunications; Renewable energy; Catalysis","authors":[{"name":"Alex Hebert","is_ca":true},{"name":"Nooshin Zeinali Galabi","is_ca":true},{"name":"J. Michael Sieffert","is_ca":true},{"name":"Maxime Blangero","is_ca":false},{"name":"Eric McCalla","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01861361892690171,"gpt":0.275021992811201,"spread":0.2564083738842993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003945516,0.0003184543,0.0003156565,0.0001673319,0.0003445627,0.0007540614,0.0004641294,0.0005926656,0.002066421],"category_scores_gemma":[0.001035912,0.0001807975,0.0001386299,0.0001757533,0.0003901151,0.0008342158,0.0003035129,0.0005733455,0.0004416077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007585916,"about_ca_system_score_gemma":0.0003227043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001969677,"about_ca_topic_score_gemma":0.00382482,"domain_scores_codex":[0.9997906,0.00002283096,0.00001455049,0.00006511421,0.00007480611,0.00003203584],"domain_scores_gemma":[0.9996701,0.0001503286,0.00005363369,0.00002811721,0.00008147591,0.00001630777],"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":[0.0004214882,0.000101641,0.001860836,0.0002838035,0.0000239117,0.00007508198,0.00008106383,0.001171087,0.9857415,0.001215483,0.0005007671,0.008523325],"study_design_scores_gemma":[0.00001150866,0.0001624799,0.001807993,0.00001620612,0.00001889898,0.00004852384,0.00005956843,0.005504278,0.9900546,0.0003240223,0.001985135,0.000006832306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825263,0.003907623,0.005297969,0.0006422364,0.0001127491,0.00006073685,0.0008195355,0.0002743867,0.006358466],"genre_scores_gemma":[0.9955319,0.0008522696,0.002239353,0.0000955653,0.000009871699,0.00001961852,0.0001741962,0.00003681452,0.001040416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002066421,"threshold_uncertainty_score":0.006912887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406996446","doi":"10.1039/d4eb00021h","title":"Sodium ion conductivities in Na<sub>2</sub>O–Sm<sub>2</sub>O<sub>3</sub>–SiO<sub>2</sub> ceramics","year":2025,"lang":"en","type":"article","venue":"EES batteries.","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Energy; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Ion; Analytical Chemistry (journal); Sodium; Ceramic; Mineralogy; Chemistry; Metallurgy","authors":[{"name":"Abinaya Sivakumaran","is_ca":true},{"name":"Vishnu Surendran","is_ca":true},{"name":"Shantel Butler","is_ca":false},{"name":"Samuel Reid","is_ca":true},{"name":"Venkataraman Thangadurai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009802389412884735,"gpt":0.2229283187481119,"spread":0.2131259293352272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002567209,0.0002263968,0.0001571937,0.0002120483,0.0001711978,0.000266275,0.0002117204,0.000194452,0.001962264],"category_scores_gemma":[0.0003077217,0.0001739733,0.0001776076,0.0002650309,0.0002894795,0.0003877917,0.0002065067,0.000241384,0.0003244683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002761171,"about_ca_system_score_gemma":0.0002297859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002228701,"about_ca_topic_score_gemma":0.003514867,"domain_scores_codex":[0.9998902,0.00001256415,0.00001513532,0.00002642889,0.00003304156,0.00002261766],"domain_scores_gemma":[0.9998552,0.0000467967,0.00002735945,0.000007835175,0.00004540963,0.00001730682],"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":[0.0002623149,0.000008778788,0.0007696712,0.00005820633,0.000008495792,0.00003909414,0.0001001921,0.0001629569,0.9970443,0.0001485465,0.0000539264,0.00134361],"study_design_scores_gemma":[0.0000110596,0.0002287607,0.003459624,0.000007022096,0.00001280924,0.00005937307,0.0001254499,0.001186395,0.9939328,0.00005995023,0.0009091676,0.000007603015],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980142,0.0002703949,0.0003502599,0.00003224977,0.00001340254,0.00000472549,0.0001728316,0.00002382737,0.001118002],"genre_scores_gemma":[0.9979559,0.0002197659,0.000295481,0.0000122992,0.000004312281,0.000005316898,0.0001434068,0.0000068144,0.00135669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002228701,"threshold_uncertainty_score":0.006564438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412453282","doi":"10.1039/d5eb00125k","title":"Stable, high-rate, organic zinc-ion batteries accomplished using an ion-conducting marine-inspired binder","year":2025,"lang":"en","type":"article","venue":"EES batteries.","topic":"Advanced battery technologies research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Canada Foundation for Innovation; Ontario Research Foundation","keywords":"Ion; Zinc; Materials science; Chemical engineering; Nanotechnology; Chemistry; Metallurgy; Organic chemistry; Engineering","authors":[{"name":"Alicia M. Battaglia","is_ca":true},{"name":"Jiang Tian Liu","is_ca":true},{"name":"Victor Lotocki","is_ca":true},{"name":"K. Perry","is_ca":true},{"name":"Dwight S. Seferos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03675779597037119,"gpt":0.2814717018268531,"spread":0.2447139058564819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001160637,0.0004563657,0.0002502144,0.0002347093,0.0002279976,0.0006188219,0.0004673459,0.00027396,0.001789612],"category_scores_gemma":[0.0002670318,0.0001254199,0.0001488271,0.0003700227,0.0002080838,0.000673537,0.0004728574,0.0003323133,0.0009154807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003576352,"about_ca_system_score_gemma":0.0003031881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009703084,"about_ca_topic_score_gemma":0.002957648,"domain_scores_codex":[0.9999132,0.00000504818,0.000006956371,0.00001676817,0.0000344285,0.00002362766],"domain_scores_gemma":[0.9999644,0.000005054248,0.00001052936,0.000004002291,0.000008603323,0.000007498815],"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":[0.000145161,0.00002655751,0.0002773948,0.0002114836,0.00001129245,0.000107352,0.00003506675,0.0004496021,0.9831507,0.002055909,0.0004020604,0.01312745],"study_design_scores_gemma":[0.00001494978,0.00006206872,0.0002066374,0.000005479705,0.000009092852,0.0000759192,0.00001860923,0.000978847,0.9932469,0.0001214058,0.005254182,0.000005866404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.920467,0.00502803,0.04520148,0.0004880124,0.0002136308,0.0001034996,0.001026953,0.001636108,0.02583523],"genre_scores_gemma":[0.9756842,0.003218685,0.008940108,0.00005520701,0.0000261286,0.00002486902,0.0004485962,0.00008216444,0.01152004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001789612,"threshold_uncertainty_score":0.00598681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408131874","doi":"10.1039/d5eb00024f","title":"Metal-incorporated interphases formed between inorganic solid electrolytes and Li metal: beneficial or detrimental?","year":2025,"lang":"en","type":"article","venue":"EES batteries.","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Canada Foundation for Innovation; National Natural Science Foundation of China; Western University; Key Research and Development Program of Zhejiang Province; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Metal; Electrolyte; Interphase; Materials science; Metallurgy; Chemical engineering; Inorganic chemistry; Chemistry; Electrode; Engineering","authors":[{"name":"Han Su","is_ca":true},{"name":"Jiamin Fu","is_ca":true},{"name":"Sufu Liu","is_ca":false},{"name":"Yu Zhong","is_ca":false},{"name":"Juner Kuang","is_ca":false},{"name":"Minkang Wang","is_ca":false},{"name":"Xiuli Wang","is_ca":false},{"name":"Xueliang Sun","is_ca":true},{"name":"Jiangping Tu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01186135818152978,"gpt":0.251584692629687,"spread":0.2397233344481572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004003837,0.0003465049,0.0002850982,0.0001886708,0.0002489219,0.0006787776,0.0003137579,0.0006851344,0.001546839],"category_scores_gemma":[0.0006667963,0.000255585,0.0001668908,0.0001517609,0.0005823658,0.001018134,0.000305119,0.0004958672,0.000581694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001937356,"about_ca_system_score_gemma":0.0001831042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002216151,"about_ca_topic_score_gemma":0.0009555511,"domain_scores_codex":[0.9998106,0.00003400198,0.00001783107,0.00004254169,0.00004649701,0.00004842875],"domain_scores_gemma":[0.999696,0.00009128814,0.00008088521,0.00002924876,0.00006273621,0.00003990956],"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":[0.0004640139,0.00008028394,0.001494965,0.001529512,0.00006429377,0.0005584163,0.0001746251,0.0001861113,0.9559175,0.005109167,0.0008522834,0.03356884],"study_design_scores_gemma":[0.00001474411,0.0002786803,0.001443621,0.0001008569,0.00007648987,0.0005785552,0.0001900848,0.0004464628,0.9801556,0.0006455391,0.01605525,0.00001411952],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9117828,0.05430954,0.01348709,0.001639148,0.0007988763,0.00009149864,0.0002803578,0.0002725982,0.01733807],"genre_scores_gemma":[0.9799983,0.01157014,0.004224161,0.0003023755,0.0001088553,0.00003015739,0.0001232148,0.00003426679,0.003608476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001546839,"threshold_uncertainty_score":0.005174637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}