{"id":"W4410773007","doi":"10.1016/j.cej.2025.164193","title":"Fluorination of central cores and end groups in non-fullerene acceptors for efficient organic solar cells","year":2025,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Science Foundation of Beijing Municipality; Chinese Academy of Sciences; Canadian Anesthesiologists' Society","keywords":"Fullerene; Organic solar cell; Chemistry; Materials science; Nanotechnology; Chemical engineering; Organic chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001154293,0.0001204104,0.0001784262,0.0001332254,0.0000181475,0.0000237043,0.0001023757,0.00009070758,0.00002240469],"category_scores_gemma":[0.00004429302,0.0001256325,0.00004515465,0.0002015594,0.00001161299,0.0000326377,0.00002283787,0.0002878651,2.581812e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551111,"about_ca_system_score_gemma":0.00002866398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001279768,"about_ca_topic_score_gemma":6.33177e-7,"domain_scores_codex":[0.9992877,0.000002460425,0.000254578,0.00009119381,0.00008156604,0.0002824926],"domain_scores_gemma":[0.9997383,0.00007028714,0.00002568404,0.00006534479,0.00003020007,0.00007013613],"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":[0.000007692906,0.00001955965,0.00006762813,0.000158064,0.00002631665,9.242498e-7,0.00009669847,0.04675392,0.9520217,0.00009306911,0.00009671831,0.0006577358],"study_design_scores_gemma":[0.0004548591,0.00001738679,0.000409895,0.00006671127,0.00001134311,0.000005906473,0.000008094315,0.2148211,0.7838868,0.00005168821,0.0001783752,0.00008782896],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329413,0.0004897657,0.06599662,0.00001517429,0.0004004865,0.0000992807,0.00000481602,0.00002766619,0.00002495311],"genre_scores_gemma":[0.9984602,0.0001631837,0.001262273,0.000003923612,0.00007497954,0.00000382277,0.000003309435,0.00002235392,0.000005913952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1681349,"threshold_uncertainty_score":0.5123144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002482143630270843,"score_gpt":0.1781920205580342,"score_spread":0.1757098769277633,"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."}}