{"id":"W4417537553","doi":"10.26434/chemrxiv-2025-sk168-v3","title":"Degradation-assisted doping of organic semiconductors: a strategy towards higher p-doping efficiency enabled by Lewis acids","year":2025,"lang":"","type":"article","venue":"ChemRxiv","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; York University; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dopant; Doping; Organic semiconductor; Semiconductor; Lewis acids and bases; Electron transfer; Intrinsic semiconductor; Degradation (telecommunications)","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":[0.000130835,0.0002975154,0.0001443519,0.0001281451,0.0001376302,0.0003091938,0.0002383309,0.0003581996,0.0005320302],"category_scores_gemma":[0.0001372837,0.00008503066,0.0001352022,0.00009981679,0.0002453889,0.0003252516,0.0002637511,0.0003923929,0.0002327754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205527,"about_ca_system_score_gemma":0.0001625734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003080128,"about_ca_topic_score_gemma":0.0004310908,"domain_scores_codex":[0.9999013,0.00001539714,0.000006484876,0.00002254805,0.00002698316,0.00002742126],"domain_scores_gemma":[0.9999375,0.00001569782,0.00001983933,0.000008183521,0.000007633142,0.00001113299],"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":[0.00002448764,0.00001311638,0.00008627776,0.0000529858,0.000002925301,0.00004891141,0.00001621114,0.000161663,0.996416,0.0006402486,0.00003769739,0.00249945],"study_design_scores_gemma":[0.000003618519,0.00007368602,0.0001230197,0.000002822272,0.000002480671,0.00007750235,0.000007324487,0.0008239747,0.9975883,0.00007341702,0.001220938,0.000002959764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684861,0.002598276,0.02427262,0.0002247058,0.00004540864,0.00004896,0.0001154982,0.0001785548,0.004030033],"genre_scores_gemma":[0.9897482,0.001032334,0.007777438,0.00006348702,0.00001091844,0.00001920611,0.00005506293,0.00002082748,0.001272502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005320302,"threshold_uncertainty_score":0.001779795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318136062212584,"score_gpt":0.2325171530683346,"score_spread":0.2193357924462088,"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."}}