{"id":"W3120370986","doi":"10.1021/acsenergylett.0c02500","title":"Control Over Ligand Exchange Reactivity in Hole Transport Layer Enables High-Efficiency Colloidal Quantum Dot Solar Cells","year":2021,"lang":"en","type":"article","venue":"ACS Energy Letters","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Research Foundation","keywords":"Quantum dot; Colloid; Energy conversion efficiency; Nanotechnology; Reactivity (psychology); Solvent; Materials science; Chemistry; Band gap; Chemical engineering; Optoelectronics; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005791322,0.0002812459,0.0004697887,0.0001161781,0.0001582931,0.0001120978,0.0002921985,0.0001331932,0.0004003091],"category_scores_gemma":[0.0000367275,0.0002396303,0.0001028509,0.0002562352,0.0001467154,0.000377328,0.00004785727,0.0001431104,0.00004230272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007580864,"about_ca_system_score_gemma":0.0001029592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004671127,"about_ca_topic_score_gemma":0.001022436,"domain_scores_codex":[0.9977164,0.0002576063,0.0003964189,0.0005964087,0.000417052,0.0006161389],"domain_scores_gemma":[0.9991027,0.0001940339,0.0001230331,0.0004312915,0.00004986806,0.00009913887],"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":[0.00009637137,0.0001902464,0.0004830897,0.00003464503,0.00001275694,0.0002418384,0.0003492683,0.001056609,0.9953789,0.0005412175,0.001298083,0.0003169469],"study_design_scores_gemma":[0.0008428167,0.00004255517,0.002591706,0.00005290632,0.00002662269,0.00000627143,0.00006085116,0.000187041,0.9712394,0.00005316342,0.02455011,0.0003465815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955119,0.0005258911,0.0006474944,0.002165779,0.000696116,0.00009466356,0.00006443915,0.00006440565,0.0002292631],"genre_scores_gemma":[0.9953314,0.0002135581,0.00007127134,0.003828463,0.0001811017,0.00004933284,0.00001070731,0.00003770517,0.0002764347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02413955,"threshold_uncertainty_score":0.9771841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246925199857934,"score_gpt":0.200970606911182,"score_spread":0.1885013549126026,"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."}}