{"id":"W4413928031","doi":"10.1021/acsaem.5c01817","title":"Nickel Vanadium Oxyphosphide Nanosheets with Synergistic Metal–Phosphide Interfaces for Fast and Durable Lithium Storage","year":2025,"lang":"en","type":"article","venue":"ACS Applied Energy Materials","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"HORIZON EUROPE European Research Council","keywords":"Phosphide; Vanadium; Nickel; Materials science; Lithium (medication); Lithium metal; Metal; Metallurgy; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002431514,0.0005006654,0.0007311456,0.0001472878,0.000161926,0.0002309712,0.0003319189,0.000165419,0.0001639382],"category_scores_gemma":[0.00002665133,0.0004509401,0.00002024845,0.0001700864,0.0001309798,0.0002061573,0.000152285,0.00006348761,0.00001357693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001226348,"about_ca_system_score_gemma":0.00003279399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001141947,"about_ca_topic_score_gemma":0.00005337354,"domain_scores_codex":[0.9980732,0.00002652987,0.0006084833,0.0005274559,0.0001612687,0.0006030928],"domain_scores_gemma":[0.999078,0.0001392353,0.0001272067,0.0005120274,0.00005422583,0.00008931907],"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":[0.0002078266,0.00002432506,0.000003375118,0.0004277906,0.0002525508,0.000005970115,0.00005706194,0.01019155,0.9582608,0.02677022,0.003130267,0.0006682109],"study_design_scores_gemma":[0.0008478156,0.00005498491,0.00004142851,0.0001293012,0.0001259822,0.00000419441,0.00007991135,0.00005237082,0.9816545,0.003235811,0.01329277,0.0004809383],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586563,0.0004999536,0.03397276,0.0001126083,0.002089447,0.0005828444,0.0002433627,0.0004635524,0.003379203],"genre_scores_gemma":[0.9926097,0.0001755464,0.002848439,0.000346247,0.0001228833,0.0008487058,0.000108155,0.0001258352,0.002814535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03395339,"threshold_uncertainty_score":0.9997942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005293569712277231,"score_gpt":0.2011000383598582,"score_spread":0.195806468647581,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}