{"id":"W4409219054","doi":"10.1021/acs.langmuir.5c00729","title":"Fluorescent Self-Supporting Composite Film Formed from Chitosan and the Neutral Poly(3-hexylthiophene-<i>co</i>-1,4-phenylene) Polymer with Enhanced Dispersion Properties for a Small Molecule","year":2025,"lang":"en","type":"article","venue":"Langmuir","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Instituto Nacional de Ciência e Tecnologia em Eletrônica Orgânica; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Polymer; Fluorescence; Phenylene; Poly(p-phenylene); Dispersion (optics); Composite number; Chitosan; Molecule; Materials science; Chemical engineering; Polymer chemistry; Chemistry; Composite material; Organic chemistry; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001486956,0.0005182632,0.00021025,0.0003325678,0.0001395904,0.0002518772,0.0003491243,0.0004801935,0.0008334388],"category_scores_gemma":[0.0002152835,0.0002106098,0.0003225921,0.0002613388,0.0002216422,0.0003433475,0.0001694298,0.000455703,0.0002159681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004615315,"about_ca_system_score_gemma":0.0003434612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001465643,"about_ca_topic_score_gemma":0.002948913,"domain_scores_codex":[0.9998679,0.000007785637,0.00000806728,0.00003785159,0.00005141501,0.00002697552],"domain_scores_gemma":[0.9997873,0.00003192551,0.00006238092,0.0000141359,0.00006015781,0.00004417487],"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":[0.00001302396,0.000005082354,0.00002883669,0.00002113114,0.000002916436,0.00001786592,0.000002032062,0.00001775031,0.9993988,0.00001782896,0.000007196239,0.0004675819],"study_design_scores_gemma":[0.000006078375,0.000111575,0.0009836399,0.000002661357,0.00001494846,0.00008860246,0.000005207208,0.0003695941,0.9979665,0.000006263194,0.0004400123,0.00000479721],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745055,0.00206253,0.02016413,0.0001253915,0.00007779896,0.000108343,0.000323104,0.0002578982,0.00237538],"genre_scores_gemma":[0.9739223,0.0008702505,0.0224811,0.00008818991,0.0000210711,0.00005159101,0.0002266733,0.00002714225,0.002311754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001465643,"threshold_uncertainty_score":0.003348649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077100935836756,"score_gpt":0.2369108203081228,"score_spread":0.2261398109497552,"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."}}