{"id":"W2999536193","doi":"10.1039/c9ta13293g","title":"A 16.4% efficiency organic photovoltaic cell enabled using two donor polymers with their side-chains oriented differently by a ternary strategy","year":2020,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Northwest Territories","funders":"Research Grants Council, University Grants Committee; National Natural Science Foundation of China","keywords":"Ternary operation; Polymer; Photovoltaic system; Materials science; Side chain; Organic solar cell; Absorption (acoustics); Chemical engineering; Absorption spectroscopy; Ternary numeral system; Polymer chemistry; Optics; Composite material; Computer science; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001370521,0.0003633986,0.0005356115,0.00003104303,0.00006995197,0.0001171895,0.0003168072,0.0001183255,0.0009473478],"category_scores_gemma":[0.00001600809,0.0002853376,0.00008745187,0.0002462233,0.00003651215,0.0001261459,0.00004517793,0.0003522601,0.000002770894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022,"about_ca_system_score_gemma":0.0002081409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002671056,"about_ca_topic_score_gemma":0.000001954752,"domain_scores_codex":[0.9984002,0.00003230413,0.0006254367,0.0002101604,0.000266175,0.0004657223],"domain_scores_gemma":[0.9990639,0.00003404495,0.0003495675,0.0001843655,0.00008589007,0.0002822308],"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":[0.0001844995,0.00008090287,0.00004270289,0.0002881265,0.0001156628,0.00005934165,0.0002324527,0.00122894,0.9975617,4.779454e-7,0.0001913357,0.00001386829],"study_design_scores_gemma":[0.001648604,0.0002321701,0.000003970728,0.00009081254,0.00008414503,0.0002368088,0.0002553996,0.003027978,0.9938329,0.00001123549,0.000258843,0.0003171625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965029,0.000721216,0.002106218,0.000033304,0.0001398614,0.0001224095,0.00008619636,0.00006874163,0.0002191094],"genre_scores_gemma":[0.9992179,0.0001289602,0.0000798932,0.00006831653,0.0003189079,0.00000217199,0.00001663473,0.00009280617,0.00007439187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003728819,"threshold_uncertainty_score":0.9999659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007095022726263178,"score_gpt":0.1879579811186799,"score_spread":0.1808629583924167,"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."}}