{"id":"W7083286574","doi":"10.1016/j.jpowsour.2025.238466","title":"Unveiling single-layer Hittorf's violet phosphorus as a novel sodium host anode to advance Na-ion battery technology","year":2025,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Centre National pour la Recherche Scientifique et Technique; Ontario College of Pharmacists","keywords":"Anode; Electrochemistry; Adsorption; Battery (electricity); Semiconductor; Energy storage; Density functional theory; Band gap","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004385011,0.0002133107,0.0003470986,0.0003704882,0.0001633534,0.0001446271,0.001259389,0.0001739139,0.00005755559],"category_scores_gemma":[0.0006733442,0.0001872344,0.0001298236,0.0008392659,0.00007511091,0.0003034735,0.0004618865,0.0004306594,0.00004862123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007931679,"about_ca_system_score_gemma":0.0001271879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004127777,"about_ca_topic_score_gemma":8.973028e-7,"domain_scores_codex":[0.9983922,0.0000290002,0.0005278214,0.0003466835,0.0002968606,0.000407488],"domain_scores_gemma":[0.9984282,0.0001178278,0.0003893579,0.0004429065,0.0004983071,0.0001233832],"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":[0.0001761509,0.0006185138,0.009757801,0.00008276905,0.000186073,0.0003377127,0.002445075,0.00478422,0.9577445,0.003648029,0.009997874,0.01022125],"study_design_scores_gemma":[0.000976308,0.0005948298,0.00241796,0.0007249431,0.00002797588,0.0005681322,0.001205662,0.000967067,0.5159611,0.004369983,0.4717265,0.0004595431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6294404,0.001248253,0.3387585,0.02360239,0.001820504,0.00009759219,0.000001761332,0.00009424819,0.004936306],"genre_scores_gemma":[0.9770681,0.00001595067,0.01929411,0.001932489,0.0001215857,0.000003325855,2.392228e-7,0.000004775634,0.001559461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4617286,"threshold_uncertainty_score":0.7635197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008371317539654317,"score_gpt":0.2341674010030573,"score_spread":0.225796083463403,"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."}}