{"id":"W4294740096","doi":"10.1016/j.trechm.2022.08.002","title":"Opportunities and challenges of chiral perovskites for spin-LEDs","year":2022,"lang":"en","type":"article","venue":"Trends in Chemistry","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Knut och Alice Wallenbergs Stiftelse; China Postdoctoral Science Foundation","keywords":"Light-emitting diode; Spin (aerodynamics); Diode; Materials science; Optoelectronics; Perovskite (structure); Circular polarization; Engineering physics; Physics; Nanotechnology; Magnetic field; Chemistry; Quantum mechanics; Crystallography","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":[0.0000568194,0.00006646583,0.000108833,0.00002936979,0.0000304385,0.000005384224,0.0000747981,0.00002299544,0.0002705481],"category_scores_gemma":[0.000002446124,0.00007542003,0.00002126253,0.00004083807,0.00002472193,0.00001828212,0.00003927211,0.00004388624,9.631275e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000160187,"about_ca_system_score_gemma":0.000004296632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001886451,"about_ca_topic_score_gemma":0.000001146316,"domain_scores_codex":[0.9996554,0.000002705267,0.0001200575,0.0000832956,0.00004463657,0.00009386601],"domain_scores_gemma":[0.9998375,0.00001720959,0.00001788679,0.000101435,0.000005081479,0.00002089576],"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":[0.00002598861,0.0001336152,0.0001849894,0.001584485,0.00004893078,0.000003698225,0.001404618,0.001894927,0.8487296,0.006332781,0.001869446,0.1377869],"study_design_scores_gemma":[0.002323966,0.0001296593,0.007334336,0.00008138533,0.00005528221,0.00005143368,0.006541867,0.008943956,0.7738286,0.003474541,0.1962836,0.0009514228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799547,0.002655557,0.000005933238,0.0003684286,0.00003647753,0.00002989903,0.0001817031,0.00005268252,0.01671466],"genre_scores_gemma":[0.9984145,0.0006284741,0.0001709841,0.000004712784,0.00004318375,0.0001604129,0.00005234373,0.00001283391,0.0005125777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1944141,"threshold_uncertainty_score":0.307554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06841298799531745,"score_gpt":0.2687213367436863,"score_spread":0.2003083487483688,"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."}}