{"id":"W4415753875","doi":"10.1088/1402-4896/ae1a1d","title":"Unveiling the potential of 3D TH-graphyne: a porous carbon anode for efficient potassium-ion storage","year":2025,"lang":"","type":"article","venue":"Physica Scripta","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alliance de recherche numérique du Canada; Suncor Energy Incorporated","keywords":"Anode; Ion; Electrochemistry; Potassium-ion battery; Porosity; Intercalation (chemistry); Carbon fibers","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003541102,0.0001718568,0.00007820554,0.0001034164,0.00007963875,0.0001948005,0.0002187356,0.0002591639,0.0009690343],"category_scores_gemma":[0.0000930371,0.0000613112,0.0001174215,0.00008567046,0.0001290049,0.0001860744,0.0001297909,0.0002097369,0.0002545451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002059212,"about_ca_system_score_gemma":0.0001498121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001069154,"about_ca_topic_score_gemma":0.002057642,"domain_scores_codex":[0.9999784,0.000001515028,0.000001024795,0.000005389292,0.000007735294,0.000005817519],"domain_scores_gemma":[0.9999722,0.000006399951,0.000005293859,0.000004427101,0.000006019473,0.000005754304],"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":[0.00005249275,0.00001704741,0.0002323454,0.0001114923,0.00000819965,0.0001460069,0.0000192,0.002076194,0.99363,0.001074642,0.0001204987,0.002511946],"study_design_scores_gemma":[0.00001765124,0.0003118316,0.001897518,0.00001098992,0.00001087999,0.0001518548,0.00004360794,0.01571182,0.9784848,0.0002330382,0.003107657,0.00001834605],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970165,0.0002182143,0.001149394,0.00004580079,0.00001423072,0.000007177121,0.0001218389,0.00003401069,0.001392692],"genre_scores_gemma":[0.9980179,0.0001343129,0.001426194,0.000007211327,0.0000015174,0.00000515563,0.0000669338,0.000005787064,0.00033492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001069154,"threshold_uncertainty_score":0.003241718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009057192304391073,"score_gpt":0.2399234329270585,"score_spread":0.2308662406226675,"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."}}