{"id":"W3199097644","doi":"10.1002/smsc.202100040","title":"Emerging Zn Anode‐Based Electrochromic Devices","year":2021,"lang":"en","type":"article","venue":"Small Science","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Shandong University","keywords":"Electrochromism; Electrochromic devices; Anode; Materials science; Optoelectronics; Nanotechnology; Computer science; Electrode; Chemistry","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":[0.0003203071,0.0004080344,0.0003673111,0.0004309825,0.0001717696,0.0008046317,0.0007171838,0.0007041113,0.001080786],"category_scores_gemma":[0.000206726,0.0002761194,0.0002527664,0.0003384928,0.0002993154,0.0011414,0.0005365573,0.0008454496,0.0005938154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004775776,"about_ca_system_score_gemma":0.0002058751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002927378,"about_ca_topic_score_gemma":0.000481009,"domain_scores_codex":[0.9998658,0.00001207407,0.000008929953,0.00004116123,0.00004882333,0.00002317915],"domain_scores_gemma":[0.999951,0.00001431627,0.000008087733,0.000003301747,0.00001772396,0.000005465768],"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":[0.0001223067,0.00006928567,0.0003438269,0.006060299,0.00004607737,0.0006558016,0.0001760263,0.001297176,0.763166,0.06640805,0.005399547,0.1562558],"study_design_scores_gemma":[0.00003471696,0.000269976,0.0009903149,0.0004546769,0.00008146446,0.001891568,0.0001396786,0.005788778,0.605523,0.006212363,0.378567,0.00004646178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1276756,0.6995568,0.1008572,0.002233932,0.001968365,0.0001841783,0.0006408198,0.0006219651,0.06626103],"genre_scores_gemma":[0.3523368,0.5605969,0.06329609,0.001067863,0.0004397739,0.000149182,0.0005104362,0.00006357915,0.02153934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001080786,"threshold_uncertainty_score":0.003615558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02590065862338424,"score_gpt":0.2855176796459198,"score_spread":0.2596170210225356,"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."}}