{"id":"W2466709789","doi":"10.1039/c6ta04920f","title":"A feasible random copolymer approach for high-efficiency polymeric photovoltaic cells","year":2016,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"National Research Foundation of Korea","keywords":"Copolymer; Conjugated system; Photovoltaic system; Intramolecular force; Materials science; Organic solar cell; Covalent bond; Polymer; Polymer chemistry; Chemical engineering; Chemistry; Organic chemistry; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003534937,0.0002051576,0.000449282,0.00003730504,0.00004689301,0.00005219109,0.000267146,0.0001289439,0.0004918328],"category_scores_gemma":[0.000037075,0.0001412417,0.0001179298,0.0001028656,0.00003691312,0.00009831109,0.00001973585,0.00008946744,0.00000544633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021839,"about_ca_system_score_gemma":0.00009401063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004130849,"about_ca_topic_score_gemma":7.788012e-8,"domain_scores_codex":[0.9987389,0.00001576103,0.0005592523,0.0001311251,0.0001907405,0.0003641551],"domain_scores_gemma":[0.9992911,0.00008490944,0.0002369878,0.0001868672,0.00008104267,0.000119089],"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":[0.0001824942,0.00006021657,0.000002250878,0.0002141861,0.00006865474,0.000003677153,0.00002184973,0.00009695343,0.997101,0.000006468977,0.002142255,0.0001000088],"study_design_scores_gemma":[0.002760896,0.00007415195,0.000001760833,0.00005497627,0.00005302755,0.00009534547,0.00001273238,0.0001048882,0.9953052,0.0001216288,0.001217476,0.000197903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806761,0.0009112705,0.01715659,0.00003103615,0.000577411,0.0001776236,0.00009646347,0.00004945329,0.000324055],"genre_scores_gemma":[0.9976343,0.0002799622,0.0009377913,0.00002002975,0.0005497708,0.00001572354,0.000004734877,0.00005476006,0.000502914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01695822,"threshold_uncertainty_score":0.5759671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006424348525142877,"score_gpt":0.1942617504823286,"score_spread":0.1878374019571857,"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."}}