{"id":"W2035367407","doi":"10.1002/adma.201101783","title":"Electron Acceptor Materials Engineering in Colloidal Quantum Dot Solar Cells","year":2011,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Quantum dot; Materials science; Titanium dioxide; Solar cell; Electron acceptor; Lead sulfide; Nanotechnology; Acceptor; Electrode; Doping; Optoelectronics; Photochemistry; Chemistry; Physical chemistry; Metallurgy; Physics","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":["insufficient_payload"],"category_scores_codex":[0.001200465,0.0004068257,0.0007237016,0.0001796297,0.0001012387,0.0001893736,0.0005168612,0.0001644285,0.007800847],"category_scores_gemma":[0.0001569262,0.0003495995,0.00005468901,0.000160121,0.000071593,0.0007188075,0.0001484076,0.00008447202,0.0009038351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291672,"about_ca_system_score_gemma":0.00006897453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003620246,"about_ca_topic_score_gemma":0.0000222083,"domain_scores_codex":[0.9971613,0.0001979964,0.0008415404,0.0005828878,0.000329516,0.0008867137],"domain_scores_gemma":[0.999001,0.0000771132,0.0002484589,0.0004786365,0.00008087597,0.0001138676],"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":[0.0004112543,0.00008047876,0.00001260697,0.0001115901,0.000007319665,0.0000169275,0.0004655118,0.00003823515,0.9976335,0.0009905657,0.0001044038,0.0001276343],"study_design_scores_gemma":[0.0005771336,0.0002041064,0.0005790364,0.00009370281,0.00001390994,0.000007909304,0.00006077114,0.000004032406,0.9952658,0.0004366695,0.002277493,0.0004794517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964399,0.0001650197,0.00004212608,0.00002126731,0.002193696,0.0004971655,0.00009815166,0.0002204515,0.0003222539],"genre_scores_gemma":[0.9962536,0.0002192818,0.002857435,0.00007440618,0.0001844725,0.0001936474,0.000009581621,0.00008479519,0.0001227551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006897012,"threshold_uncertainty_score":0.9998956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759814003063362,"score_gpt":0.2196781062123445,"score_spread":0.2020799661817109,"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."}}