{"id":"W4212800491","doi":"10.1126/sciadv.abl8219","title":"Enhanced emission directivity from asymmetrically strained colloidal quantum dots","year":2022,"lang":"en","type":"article","venue":"Science Advances","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Quantum dot; Directivity; Photon; Physics; Population; Quantum; Dipole; Optoelectronics; Materials science; Optics; Quantum mechanics","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001667877,0.0001850831,0.0002778304,0.0001855226,0.001795579,0.0002175683,0.001101256,0.00002571182,0.001960612],"category_scores_gemma":[0.000798081,0.0001430764,0.00006442716,0.001369967,0.0007007007,0.001229254,0.0004502816,0.0001641275,0.00007885131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001822005,"about_ca_system_score_gemma":0.0003473158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002115781,"about_ca_topic_score_gemma":0.00001687158,"domain_scores_codex":[0.9967927,0.0001967487,0.0003055593,0.000803936,0.001334755,0.0005663179],"domain_scores_gemma":[0.9988267,0.0003028822,0.0001836907,0.0004026016,0.0001056614,0.0001784],"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":[0.00008209568,0.0000869385,0.0002418534,0.000004375231,0.000001276504,0.000003497257,0.0003478761,0.000200101,0.969419,0.0004124665,0.00007517816,0.02912536],"study_design_scores_gemma":[0.0001812423,0.0002214337,0.002190924,0.00001408732,0.000005469232,0.000002663926,0.0007353442,0.0004007425,0.9824846,0.004289267,0.009212269,0.0002619027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922686,0.00179271,0.0009662354,0.0002835212,0.001499426,0.0001864787,0.00009149978,0.0001533706,0.00275814],"genre_scores_gemma":[0.9978319,0.00003706611,0.001355404,0.000143854,0.00008738132,0.00007195158,0.000002453857,0.00001198132,0.0004579689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02886346,"threshold_uncertainty_score":0.999504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628985358678204,"score_gpt":0.2656393681616877,"score_spread":0.2493495145749056,"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."}}