{"id":"W4390226717","doi":"10.1016/j.colsurfa.2023.133094","title":"Fine-tuning the color hue of the solution-processable electrochromic copolymers based on the diketopyrrolopyrrole, benzodithiophene and dithienosilole units","year":2023,"lang":"en","type":"article","venue":"Colloids and Surfaces A Physicochemical and Engineering Aspects","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Science Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Electrochromism; Materials science; Polymer; Copolymer; Monomer; Chemical engineering; Ternary operation; Acceptor; Conjugated system; Side chain; Chemistry; Composite material; Electrode; Physical 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":[0.0001780712,0.0001413328,0.0001614926,0.00002284407,0.0004225342,0.00006865586,0.0001718312,0.00004247374,0.000007236093],"category_scores_gemma":[0.00008138429,0.00007728363,0.00002552582,0.000556219,0.0002273239,0.00004112233,0.0001066222,0.0001491143,0.000001412027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001085382,"about_ca_system_score_gemma":0.0000419018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006590605,"about_ca_topic_score_gemma":0.00001079867,"domain_scores_codex":[0.9992456,0.00002045563,0.0001295831,0.0002200985,0.0001451543,0.0002390739],"domain_scores_gemma":[0.9992478,0.0004118852,0.00005973757,0.0001941684,0.00003504963,0.00005132994],"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":[0.00001042001,0.00001287939,0.00009007402,0.0000374597,0.000007131239,1.690169e-7,0.000191285,0.001677989,0.996174,0.00136745,0.0003797804,0.0000513705],"study_design_scores_gemma":[0.0002085596,0.00005167689,0.001937477,0.00007862857,0.00002652467,0.000001729475,0.0002066378,0.07220525,0.9247236,0.0002759391,0.0001557454,0.0001282281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969647,0.0003816242,0.00003040036,0.00220194,0.00007085872,0.0001632582,0.00002183903,0.00005399043,0.0001113978],"genre_scores_gemma":[0.9996521,0.00003343552,0.00002719319,0.00009321096,0.00004307325,0.00004085318,0.000003285115,0.00001251443,0.00009433578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07145038,"threshold_uncertainty_score":0.3249834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088169445296368,"score_gpt":0.1984834319233428,"score_spread":0.1876017374703791,"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."}}