{"id":"W3048446930","doi":"10.1021/acsami.0c07892","title":"Thermally Assisted Fluorescent Polymers: Polycyclic Aromatic Materials for High Color Purity and White-Light Emission","year":2020,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Materials science; Fluorescence; Polymer; Aggregation-induced emission; White light; Photochemistry; Nanotechnology; Optoelectronics; Optics; Composite material","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"],"consensus_categories":[],"category_scores_codex":[0.0004630134,0.0004389689,0.0006960593,0.00008406596,0.0001345105,0.0005006392,0.0004859387,0.0002723113,0.000582708],"category_scores_gemma":[0.0001115594,0.0003780894,0.00002059403,0.0001412492,0.0000762675,0.0001611031,0.0002683579,0.0001415898,0.000114033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069547,"about_ca_system_score_gemma":0.000036925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002484376,"about_ca_topic_score_gemma":0.00000241852,"domain_scores_codex":[0.9976519,0.0000775528,0.0007251548,0.0005187378,0.000407621,0.0006190615],"domain_scores_gemma":[0.9991489,0.0001135225,0.0001472038,0.0003498272,0.00002785595,0.0002126708],"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":[0.0003124049,0.00003739895,0.00001192029,0.0006706291,0.0001374721,0.00000388068,0.0009415961,0.000001932536,0.994966,0.0000712842,0.00239758,0.0004479096],"study_design_scores_gemma":[0.0009027738,0.0001332223,0.0003138052,0.0001153658,0.00005993481,0.000005971125,0.00022888,0.0000151893,0.9973925,0.00007102542,0.0003598602,0.0004014681],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955316,0.0002497222,0.0000405247,0.00135998,0.000584992,0.001164037,0.0001638753,0.0005609801,0.0003443025],"genre_scores_gemma":[0.998233,0.00007442499,0.0006257886,0.0001708681,0.0003646908,0.0002418603,0.00006026383,0.0001438653,0.00008526049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002701391,"threshold_uncertainty_score":0.9998671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446469453829725,"score_gpt":0.2318829168688796,"score_spread":0.2174182223305823,"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."}}