{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004175702,0.00008015479,0.00008665034,0.00005549377,0.0005112581,0.000207468,0.0004562624,0.00001910369,0.0005848235],"category_scores_gemma":[0.00008917128,0.00007501224,0.00002990902,0.0008578061,0.0002638318,0.0001707604,0.0001021741,0.00005931935,0.0001700042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000461025,"about_ca_system_score_gemma":0.0006132131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008108321,"about_ca_topic_score_gemma":0.000162979,"domain_scores_codex":[0.9987788,0.0000202106,0.0001345344,0.00044246,0.000238612,0.0003853516],"domain_scores_gemma":[0.9993358,0.00004103391,0.00006234294,0.0003446063,0.0001176357,0.00009863203],"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":[7.824169e-7,0.0000178008,0.0002606096,0.000004372534,3.689426e-7,0.000002442074,0.00006751262,0.00003493538,0.9970668,0.0008715957,0.00004126858,0.001631521],"study_design_scores_gemma":[0.00007223087,0.00000926998,0.001289131,0.00001159306,0.000004649343,0.000008747097,0.0001143002,0.000679744,0.9942908,0.0001847625,0.003224829,0.0001099798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930555,0.0002333089,0.002092062,0.001249389,0.0002399286,0.00005281225,0.000002752504,0.00008528616,0.002988918],"genre_scores_gemma":[0.9915183,0.000002933338,0.007470791,0.0005396481,0.00005890138,0.00001280936,0.000001654345,0.000005825863,0.0003891538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005378728,"threshold_uncertainty_score":0.6403408,"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."}}