{"id":"W4237691389","doi":"10.1002/ange.201811808","title":"A Light‐Activated Polymer Composite Enables On‐Demand Photocontrolled Motion: Transportation at the Liquid/Air Interface","year":2019,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"National Natural Science Foundation of China-Yunnan Joint Fund","keywords":"Kapton; Materials science; Polymer; Bimorph; Rotation (mathematics); Nanotechnology; Bilayer; Polyimide; Composite number; Optics; Optoelectronics; Composite material; Chemistry; Physics; Layer (electronics); Computer science; Membrane","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":[],"consensus_categories":[],"category_scores_codex":[0.00006329465,0.0001827186,0.0002284138,0.00002509003,0.00006252994,0.00001965237,0.0001003357,0.00008465293,0.0003744889],"category_scores_gemma":[0.000002847056,0.000130572,0.00007001444,0.00007721447,0.00000885017,0.0001034936,0.000009823037,0.00009390224,0.0001021042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006705776,"about_ca_system_score_gemma":0.000005136084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006810768,"about_ca_topic_score_gemma":0.000009406481,"domain_scores_codex":[0.9993085,0.00001048435,0.00018499,0.0001738256,0.0001144005,0.0002078049],"domain_scores_gemma":[0.999613,0.00003777331,0.00004687401,0.0002283791,0.00002542128,0.00004850077],"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":[0.0003194108,0.00001649824,0.000002703811,0.00005355584,0.00004936358,0.000002256074,0.0002803699,0.005489299,0.9932777,0.00005337924,0.0004051409,0.00005038255],"study_design_scores_gemma":[0.001119407,0.00006933606,0.00001440106,0.00006197303,0.00002564284,0.000002441376,0.00004868451,0.000118546,0.9817318,0.00002402686,0.01662196,0.0001618116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941294,0.0006958157,0.001079959,0.0002103077,0.0004169895,0.0006215699,0.00003348527,0.0002133575,0.002599109],"genre_scores_gemma":[0.9975268,0.00007436342,0.00003567265,0.0001487948,0.00008199629,0.00009490298,0.00004390503,0.00004016325,0.001953378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01621682,"threshold_uncertainty_score":0.5324572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00577399879718257,"score_gpt":0.2042606906363436,"score_spread":0.1984866918391611,"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."}}