{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001096062,0.0001770063,0.0002334671,0.00003358028,0.0005133869,0.0001385072,0.0002271538,0.00005121174,0.00001807965],"category_scores_gemma":[0.00001145443,0.0001041606,0.00006319687,0.000111796,0.000165264,0.0000730908,0.00008682191,0.00008508813,0.000003841063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001481214,"about_ca_system_score_gemma":0.00005445934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007131906,"about_ca_topic_score_gemma":0.0001078976,"domain_scores_codex":[0.9989255,0.0000480584,0.0002404323,0.0003541344,0.0001009495,0.0003309271],"domain_scores_gemma":[0.9994305,0.00009539171,0.0001305991,0.0002620721,0.00002543346,0.00005602185],"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":[0.0002979737,0.00005731526,0.0001618662,0.0000446211,0.00002755281,4.084415e-7,0.002208585,0.000001480112,0.9952283,0.001047322,0.00006739141,0.0008571716],"study_design_scores_gemma":[0.001464634,0.00004438238,0.0006760147,0.00007510967,0.00008021035,0.00000204026,0.0006622231,0.000290378,0.9962206,0.0001092753,0.0002188898,0.0001562774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927493,0.0009408887,0.002096477,0.002636046,0.00009982633,0.0007073133,0.00005976183,0.0001256749,0.0005847135],"genre_scores_gemma":[0.9960859,0.00001035271,0.002496987,0.0006744775,0.00009690205,0.0002630559,0.000036573,0.00001896802,0.0003167202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003336665,"threshold_uncertainty_score":0.4247545,"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."}}