{"id":"W4395038008","doi":"10.1016/j.trechm.2024.04.003","title":"Complementary co-cation interface stabilizes zinc batteries","year":2024,"lang":"en","type":"article","venue":"Trends in Chemistry","topic":"Advanced battery technologies research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Zinc; Interface (matter); Computer science; Materials science; Chemistry; Metallurgy; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005165783,0.0001228966,0.0001026239,0.00009149115,0.00001583361,0.0000374532,0.0002081678,0.00006538414,0.002575221],"category_scores_gemma":[0.00000837136,0.0001302772,0.00002441476,0.0002318105,0.0000838189,0.0001215957,0.00007306993,0.0002961929,0.00004987618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002834466,"about_ca_system_score_gemma":0.000007211421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002160539,"about_ca_topic_score_gemma":0.00000708248,"domain_scores_codex":[0.9993042,0.000003761285,0.0001653288,0.0001899543,0.0001151431,0.0002216581],"domain_scores_gemma":[0.9996606,0.00005437084,0.000006618088,0.0002482381,0.000006957295,0.00002327722],"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":[0.00001238115,0.0000243152,0.001040425,0.0007695367,0.00004831867,0.00004544979,0.0004131143,0.003770395,0.6869345,0.00005010627,0.02324205,0.2836494],"study_design_scores_gemma":[0.0001412901,0.00001032014,0.0002698637,0.00009261155,0.000003103964,0.00001021984,0.0003381044,0.00866135,0.9403074,0.0009195896,0.04904551,0.0002006098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8309928,0.002257683,0.004165264,0.001137889,0.0002161314,0.00009098568,0.0001364103,0.002749917,0.1582529],"genre_scores_gemma":[0.9952586,0.00004154994,0.0007126175,0.000005867051,0.00003137208,0.00003114541,0.0000865281,0.00002933884,0.003802961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2834488,"threshold_uncertainty_score":0.9983366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02984261299008439,"score_gpt":0.3472557499481416,"score_spread":0.3174131369580572,"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."}}