{"id":"W4384930695","doi":"10.1002/adfm.202305204","title":"A Lean‐Zinc and Zincophilic Anode for Highly Reversible Zinc Metal Batteries","year":2023,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advanced battery technologies research","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Science Foundation of Shandong Province; State Key Laboratory of Heavy Oil Processing; National Natural Science Foundation of China","keywords":"Anode; Zinc; Materials science; Nucleation; Galvanic anode; Overpotential; Chemical engineering; Metal; Cobalt; Cathode; Metallurgy; Electrode; Cathodic protection; Electrochemistry; Chemistry; Physical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005950004,0.0002445882,0.0002005298,0.0002487819,0.0001580923,0.0003403005,0.0004059857,0.0002546842,0.0007136332],"category_scores_gemma":[0.00005783766,0.0001397231,0.0001191044,0.0002116183,0.0001209417,0.0002988583,0.0003332864,0.0001815894,0.0004675696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002759513,"about_ca_system_score_gemma":0.0001634533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003695741,"about_ca_topic_score_gemma":0.001206211,"domain_scores_codex":[0.999945,0.000003167558,0.000003388617,0.00001190934,0.00002450989,0.00001200254],"domain_scores_gemma":[0.999979,0.000001375997,0.000004666787,0.00000201375,0.000006027177,0.000006904118],"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":[0.00008536089,0.00003190467,0.0002601121,0.0001395668,0.000007485482,0.0001886161,0.00001386116,0.0007469772,0.9868808,0.001751932,0.000350577,0.009542652],"study_design_scores_gemma":[0.00002549167,0.0001408672,0.0005750958,0.000009954976,0.00001260844,0.0002031794,0.00001456736,0.006237899,0.9825708,0.000307925,0.009888907,0.00001258881],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944739,0.003946418,0.03884384,0.0002790357,0.0001980362,0.00008902058,0.0005992111,0.0007008648,0.01060452],"genre_scores_gemma":[0.9764994,0.001171411,0.01823134,0.0000493643,0.00001790453,0.00002881564,0.0002132193,0.00002641525,0.003762115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007136332,"threshold_uncertainty_score":0.002387404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500981542729721,"score_gpt":0.2593534294100325,"score_spread":0.2343436139827353,"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."}}