{"id":"W2906406789","doi":"10.1039/c8ee01576g","title":"How transport layer properties affect perovskite solar cell performance: insights from a coupled charge transport/ion migration model","year":2018,"lang":"en","type":"article","venue":"Energy & Environmental Science","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":284,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"H2020 Energy; Engineering and Physical Sciences Research Council","keywords":"Perovskite (structure); Hysteresis; Perovskite solar cell; Materials science; Affect (linguistics); Solar cell; Charge (physics); Layer (electronics); Transport layer; Ion; Chemical physics; Condensed matter physics; Optoelectronics; Nanotechnology; Chemistry; Physics; Crystallography; Psychology","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":[0.0002605305,0.0004237064,0.000396448,0.0002047631,0.0003125053,0.0006551513,0.0008454279,0.0007725065,0.001480515],"category_scores_gemma":[0.0007021439,0.0002230639,0.0004386609,0.0002358892,0.0004219176,0.001126715,0.0004901773,0.0004531356,0.0002510539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003917295,"about_ca_system_score_gemma":0.0004435824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003017332,"about_ca_topic_score_gemma":0.003269688,"domain_scores_codex":[0.9999461,0.000009935272,0.000002697803,0.00001213742,0.00001334657,0.00001566114],"domain_scores_gemma":[0.9998583,0.00007232846,0.00002102025,0.00001527744,0.00002129422,0.00001183383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002467938,0.0002936441,0.001890348,0.0003114828,0.00010525,0.0003970659,0.0001992442,0.6791477,0.2448389,0.05862302,0.001322414,0.01262414],"study_design_scores_gemma":[0.00001318058,0.00003809932,0.0002283928,0.000004169491,0.000027704,0.00002008879,0.00001607193,0.9876344,0.005757113,0.006011794,0.0002374212,0.00001164576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8969612,0.001421687,0.08111271,0.002542915,0.0001365463,0.00007162165,0.0003303271,0.000327789,0.0170952],"genre_scores_gemma":[0.9921936,0.001130764,0.002710154,0.0001029308,0.00002003673,0.00002811359,0.00005577709,0.0000465661,0.0037121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003017332,"threshold_uncertainty_score":0.005999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008194455322191985,"score_gpt":0.159215656143648,"score_spread":0.151021200821456,"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."}}