{"id":"W2973872272","doi":"10.1039/c9tc02141h","title":"Understanding the impact of side-chains on photovoltaic performance in efficient all-polymer solar cells","year":2019,"lang":"en","type":"article","venue":"Journal of Materials Chemistry C","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo","funders":"Collaborative Innovation Center of Suzhou Nano Science and Technology; Natural Science Foundation of Jiangsu Province; Priority Academic Program Development of Jiangsu Higher Education Institutions; Soochow University; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Side chain; Substituent; Materials science; Polymer; Conjugated system; Photovoltaic system; Polymer solar cell; Solar cell; Chemical engineering; Optoelectronics; Organic chemistry; Composite material; Chemistry; Engineering; Electrical engineering","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":[0.0001967114,0.0002223233,0.0001796016,0.00006086793,0.0001013027,0.0002575859,0.0001862563,0.0002882039,0.001419448],"category_scores_gemma":[0.0002832407,0.0001026362,0.000134695,0.00009141551,0.0001130812,0.0004212403,0.00009886731,0.0003479813,0.0002672457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361776,"about_ca_system_score_gemma":0.0001396262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003494484,"about_ca_topic_score_gemma":0.0007821933,"domain_scores_codex":[0.9999269,0.00001057078,0.000004493694,0.00001249051,0.00002495693,0.00002059475],"domain_scores_gemma":[0.999808,0.0001046893,0.00003351061,0.00001371494,0.00002714486,0.00001297071],"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":[0.0001086079,0.00003116361,0.0006097087,0.00004296954,0.000006032211,0.00006056765,0.00001365312,0.001072859,0.9959318,0.0001080774,0.00001900859,0.001995509],"study_design_scores_gemma":[0.000004129345,0.0001147176,0.001555684,0.000002551562,0.00001003104,0.0000291393,0.000009068376,0.004064506,0.9939857,0.00004441911,0.0001773002,0.000002740906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979784,0.0003790941,0.0008696762,0.00003227883,0.00000371432,0.000004416529,0.00005807692,0.0000111945,0.0006632099],"genre_scores_gemma":[0.998611,0.000370973,0.0005990385,0.00001338747,0.00000343552,0.000004211994,0.00004890643,0.000007772573,0.0003413263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001419448,"threshold_uncertainty_score":0.004748523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555396483306954,"score_gpt":0.2172793959184866,"score_spread":0.2017254310854171,"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."}}