{"id":"W1973371805","doi":"10.1063/1.2187408","title":"High-resolution imaging of electrochemical doping and dedoping processes in luminescent conjugated polymers","year":2006,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Doping; Materials science; Photoluminescence; Polymer; Conjugated system; Quenching (fluorescence); Electrochemistry; Optoelectronics; Luminescence; Relaxation (psychology); Fluorescence; Electrochemical cell; Planar; Photochemistry; Chemical physics; Optics; Chemistry; Electrode; Physical chemistry; Computer science; Physics; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001256954,0.0001785292,0.000125246,0.0001449507,0.00009585887,0.000314524,0.0002659946,0.0003832857,0.0004668338],"category_scores_gemma":[0.0002143277,0.0001313145,0.00009727297,0.0001047452,0.000231324,0.0003030942,0.0002007906,0.000361302,0.0001008722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000206577,"about_ca_system_score_gemma":0.00009981041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003596955,"about_ca_topic_score_gemma":0.000398455,"domain_scores_codex":[0.9999267,0.000006785482,0.000002761773,0.00001936975,0.00002287819,0.00002152932],"domain_scores_gemma":[0.9998657,0.0000604841,0.00002462835,0.000012772,0.00001725464,0.00001914281],"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":[0.00002381756,0.000006542271,0.0001064822,0.00001589678,0.000001716466,0.00003676826,0.00001193888,0.00006611089,0.9978119,0.00006293083,0.00001838298,0.001837633],"study_design_scores_gemma":[0.000004230663,0.00005338996,0.001543168,0.000001702997,0.000004543248,0.0001582134,0.0000107482,0.00124552,0.9964168,0.00003307268,0.0005251508,0.000003480267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843225,0.001035003,0.01274999,0.0001013878,0.00001206585,0.00001317726,0.00008345824,0.00008804931,0.001594452],"genre_scores_gemma":[0.9826985,0.0006656515,0.01452425,0.00004766393,0.00001238204,0.00001892513,0.00008658497,0.0000187799,0.001927311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004668338,"threshold_uncertainty_score":0.001561701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004147214940491298,"score_gpt":0.1934990263367588,"score_spread":0.1893518113962675,"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."}}