{"id":"W4327571551","doi":"10.1016/j.ijbiomac.2023.124031","title":"UV and IR dual light triggered cellulose-based invisible actuators with high sensitivity","year":2023,"lang":"en","type":"article","venue":"International Journal of Biological Macromolecules","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"National Key Research and Development Program of China; Fujian Agriculture and Forestry University; Natural Science Foundation of Fujian Province; National Natural Science Foundation of China","keywords":"Materials science; Actuator; Cellulose; Response time; Optoelectronics; Composite material; Regenerated cellulose; Rhodamine B; Chemical engineering; Nanotechnology; Chemistry; Computer science","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":[0.0001970781,0.0001277048,0.0002001931,0.0001185996,0.00002178558,0.00004564321,0.00009436163,0.00007673666,0.00002817485],"category_scores_gemma":[0.00006786885,0.00008353679,0.00004896321,0.0000936883,0.00003627852,0.00007307593,0.00003888118,0.0001180585,0.000009663123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003574492,"about_ca_system_score_gemma":0.00001755632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002948177,"about_ca_topic_score_gemma":0.000002301647,"domain_scores_codex":[0.9992706,0.00003996344,0.0002364477,0.0001048826,0.0001980354,0.0001500703],"domain_scores_gemma":[0.9995369,0.0001129401,0.00009649969,0.00005048365,0.0001209698,0.00008217811],"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":[0.0003649267,0.00005852672,0.000361373,0.00002096107,0.0001796696,0.002223797,0.00005099679,0.00366086,0.980536,0.002674803,0.0002838292,0.009584214],"study_design_scores_gemma":[0.001544614,0.0005537617,0.0032329,0.0001216416,0.00002349955,0.0004537971,0.00009032842,0.003724705,0.982729,0.005204056,0.00202541,0.0002963004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728034,0.00006124689,0.02597371,0.0004017068,0.000536725,0.00004702878,0.00003585766,0.0000814849,0.00005881105],"genre_scores_gemma":[0.9951483,0.0002029558,0.004354489,0.00009213614,0.0001625698,0.00000192168,0.00001530386,0.00001407325,0.000008227801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0223449,"threshold_uncertainty_score":0.3406532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122476318418056,"score_gpt":0.2257306380899841,"score_spread":0.2134830062481785,"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."}}