{"id":"W4387568162","doi":"10.1039/d3ee03045h","title":"Mimicking ion and water management in poultry breeding for highly reversible zinc ion batteries","year":2023,"lang":"en","type":"article","venue":"Energy & Environmental Science","topic":"Advanced battery technologies research","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Alberta","funders":"National Natural Science Foundation of China; National Key Research and Development Program of China; China Association for Science and Technology","keywords":"Eggshell membrane; Ion; Zinc; Aqueous solution; Membrane; Chemistry; Energy storage; Chemical engineering; Materials science; Organic chemistry; Biochemistry; Engineering","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":[0.00009342908,0.0002115474,0.0001593111,0.0000983238,0.0001172494,0.0003294956,0.0002702461,0.000284432,0.0005149919],"category_scores_gemma":[0.000105308,0.0001144452,0.0001489469,0.00008015096,0.0001566334,0.0002803644,0.0002087805,0.0002341354,0.0001920932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002059283,"about_ca_system_score_gemma":0.0001916607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009163521,"about_ca_topic_score_gemma":0.002693876,"domain_scores_codex":[0.9999344,0.00001038276,0.00000488113,0.00001947466,0.00001676352,0.00001400228],"domain_scores_gemma":[0.9999681,0.000004841663,0.00001034764,0.000003460689,0.000006383491,0.000006866883],"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":[0.00001581409,0.000006932535,0.0001369049,0.00001443308,0.000001072182,0.00001095741,0.000005920213,0.00008560412,0.9987676,0.00002754078,0.000008304409,0.0009189221],"study_design_scores_gemma":[0.000003384374,0.00007229743,0.001006223,0.000002534697,0.000006958749,0.00004614309,0.00002674151,0.001287081,0.9966187,0.00004296827,0.0008828192,0.000004085754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820244,0.0005747881,0.01591877,0.0001474426,0.0000245095,0.00003809557,0.0001160593,0.0001141013,0.001041893],"genre_scores_gemma":[0.9897206,0.0003877208,0.008114713,0.00003814748,0.000002514146,0.00001985082,0.00008448856,0.00002489452,0.00160704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009163521,"threshold_uncertainty_score":0.001822054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193389336674768,"score_gpt":0.2244824373608319,"score_spread":0.2125485439940842,"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."}}