{"id":"W4404597128","doi":"10.1002/agt2.712","title":"Cellulose‐Based Switchable Circularly Polarized Light Emitter: Photo‐Actuated Chiral Assemblies With Azobenzene Polymers","year":2024,"lang":"en","type":"article","venue":"Aggregate","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China; National Key Research and Development Program of China; Northeast Forestry University; Canada Excellence Research Chairs, Government of Canada; Canada Foundation for Innovation","keywords":"Chirality (physics); Luminescence; Supramolecular chirality; Materials science; Azobenzene; Common emitter; Liquid crystal; Circular polarization; Optoelectronics; Polymer; Photochemistry; Nanotechnology; Supramolecular chemistry; Optics; Crystallography; Chemistry; Physics; Crystal structure","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005508902,0.0004212402,0.0003951641,0.0003255971,0.0002194627,0.0008800756,0.000609962,0.0001130888,0.002792323],"category_scores_gemma":[0.00009090539,0.0003205677,0.0001253311,0.0008265614,0.0001343862,0.001101594,0.0001752291,0.0003316388,0.001114627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000225971,"about_ca_system_score_gemma":0.0004635456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006385938,"about_ca_topic_score_gemma":0.00005213106,"domain_scores_codex":[0.9962875,0.0001513176,0.0004041661,0.0008736162,0.001141794,0.001141644],"domain_scores_gemma":[0.9985764,0.00012349,0.0001291313,0.0006661098,0.0001372105,0.0003676536],"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":[0.0002844494,0.00007961344,0.0001464839,0.0001526756,0.00006675966,0.0005960988,0.0001849104,0.00001090746,0.997418,0.0001959498,0.0002908204,0.0005733139],"study_design_scores_gemma":[0.001244168,0.0004246885,0.00005027379,0.0004260601,0.00004873597,0.00003189047,0.00004582767,0.001846904,0.982342,0.0003729825,0.01270131,0.0004651513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799945,0.003164565,0.01042278,0.001548368,0.0006526652,0.0007409149,0.00006953573,0.0007277905,0.002678899],"genre_scores_gemma":[0.9913079,0.00004501082,0.001329721,0.0004602766,0.0001105092,0.0001051953,0.00005029574,0.000106323,0.006484802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01507601,"threshold_uncertainty_score":0.9999247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381647916990093,"score_gpt":0.2602186673411461,"score_spread":0.2464021881712452,"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."}}