{"id":"W4414243200","doi":"10.1021/acs.jpcb.5c05224","title":"Aggregation Analysis of Simulated Electric Field Poled Poly(methyl methacrylate) Doped with Tricyanopyrroline Chromophores","year":2025,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry B","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"Deutsche Forschungsgemeinschaft","keywords":"Chromophore; Poling; Electric field; Polymer; Relaxation (psychology); Aggregate (composite); Phase (matter); Dipole","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":[0.0003035186,0.0001023977,0.0003548873,0.00009266634,0.00007324011,0.00001791832,0.000312429,0.00003979142,0.00009035435],"category_scores_gemma":[0.0001348702,0.00006002877,0.0001522014,0.001671617,0.00004947163,0.00005164954,0.00003136211,0.0001761037,0.00000109886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002666316,"about_ca_system_score_gemma":0.00009295047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008694486,"about_ca_topic_score_gemma":0.000001457822,"domain_scores_codex":[0.9991627,0.00005569587,0.000327683,0.0001015409,0.0002233329,0.0001290719],"domain_scores_gemma":[0.9985476,0.0005114602,0.0004597203,0.0002490374,0.0001923755,0.00003981721],"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":[0.0001879404,0.0001193442,0.00004518553,0.00001587877,0.0002931965,8.383984e-7,0.0001528434,0.002121852,0.9960946,0.00001561272,0.00003115616,0.0009215557],"study_design_scores_gemma":[0.0003364675,0.00007497441,0.0001953051,0.00002757894,0.00144983,0.000003055275,0.00005750274,0.004907106,0.9926884,0.0001798074,0.00001805583,0.00006187757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979521,0.0003350124,0.0008374448,0.0005727297,0.00001407804,0.00004876382,0.000004709052,0.000009197559,0.0002259615],"genre_scores_gemma":[0.9995471,0.00001510473,0.00009086663,0.00004256308,0.00008683778,9.807255e-7,0.000001699573,0.000004804377,0.000210017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003406157,"threshold_uncertainty_score":0.2447902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007221714065536884,"score_gpt":0.2766064499517098,"score_spread":0.2693847358861729,"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."}}