{"id":"W4206412943","doi":"10.1139/cjc-2021-0203","title":"Defects and impurities in colloidal Ga<sub>2</sub>O<sub>3</sub> nanocrystals: new opportunities for photonics and lighting","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Ga2O3 and related materials","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"American Chemical Society Petroleum Research Fund; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Photoluminescence; Nanocrystal; Gallium; Microelectronics; Photonics; Nanotechnology; Dopant; Impurity; Solid-state lighting; Chemistry; Lanthanide; Optoelectronics; Doping; Materials science; Light-emitting diode; Metallurgy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004918879,0.0002038478,0.0004222838,0.000090353,0.000181609,0.00033463,0.0001421962,0.0002298505,0.00004774638],"category_scores_gemma":[0.0003152421,0.0002039711,0.00007365613,0.00008838668,0.0001650526,0.0002225322,0.00003833361,0.0001865507,8.247644e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280816,"about_ca_system_score_gemma":0.003099796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001308609,"about_ca_topic_score_gemma":0.001541814,"domain_scores_codex":[0.9985801,0.00004343463,0.0005291417,0.000223444,0.0001482942,0.0004756018],"domain_scores_gemma":[0.9984986,0.0001140114,0.000285385,0.0001286033,0.0001957848,0.000777589],"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":[0.00002514071,0.000007170568,0.0001211022,0.0003342528,0.00001744012,0.0006474781,0.0005480133,0.00001191463,0.9964905,0.00001511599,0.001302147,0.0004796683],"study_design_scores_gemma":[0.0008345629,0.00003882916,0.00007792936,0.0005001974,0.00004052181,0.001326748,0.002168606,0.00000726247,0.9921872,0.0006756343,0.001915773,0.0002267502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937205,0.004914499,0.000006712037,0.0004157026,0.0004176362,0.00009211438,0.00009345625,0.000008536332,0.0003308953],"genre_scores_gemma":[0.9982332,0.0009831497,0.0002439345,0.0001535466,0.0002016229,0.000004915481,0.000008536635,0.00002813379,0.000142946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004512767,"threshold_uncertainty_score":0.8317698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803802485663002,"score_gpt":0.2057270009783567,"score_spread":0.1876889761217266,"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."}}