{"id":"W4212868155","doi":"10.1002/eem2.12368","title":"A Pore‐Forming Strategy Toward Porous Carbon‐Based Substrates for High Performance Flexible Lithium Metal Full Batteries","year":2022,"lang":"en","type":"article","venue":"Energy & environment materials","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Materials science; Anode; Cathode; Carbon fibers; Lithium (medication); Chemical engineering; Nanotechnology; Substrate (aquarium); Porosity; Composite material; Electrode; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003739072,0.0005024465,0.0005840858,0.0001313395,0.0002502225,0.0001096273,0.0003904834,0.00008989344,0.004909771],"category_scores_gemma":[0.000004579458,0.0005411767,0.00005348821,0.00007463487,0.00008793156,0.0003001656,0.0001567522,0.00008870921,0.0000153119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002728968,"about_ca_system_score_gemma":0.00002653376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000717207,"about_ca_topic_score_gemma":0.000002234786,"domain_scores_codex":[0.997533,0.00009481921,0.0007636388,0.0004838495,0.0004047863,0.0007199386],"domain_scores_gemma":[0.9991789,0.00005049989,0.0001937918,0.0004833924,0.000009375537,0.00008396494],"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":[0.0002058557,0.00006263499,0.0000828281,0.0001835129,0.00009756622,0.00001728161,0.00008890094,0.2057197,0.7920546,0.0003032856,0.0001204111,0.001063435],"study_design_scores_gemma":[0.0007693237,0.0004640245,0.0007350686,0.0000169136,0.00006762904,0.00002021409,0.0001224364,0.0005361068,0.9908142,0.0006065301,0.005220082,0.0006274735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946436,0.0001902312,0.001623565,0.00006660637,0.001862247,0.0003889338,0.0006108095,0.0003411113,0.0002728852],"genre_scores_gemma":[0.9944164,0.00008276491,0.002136276,0.0001763436,0.0003079434,0.001159665,0.001024215,0.0001424207,0.0005540376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2051836,"threshold_uncertainty_score":0.999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447199004678576,"score_gpt":0.2019606903967062,"score_spread":0.1874887003499204,"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."}}