{"id":"W7133033387","doi":"","title":"Engineering Semiconductor Nanostructures for Short-Wave Infrared Detection","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Chemical and Physical Properties of Materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Photodetector; Passivation; Dark current; Semiconductor; Quantum dot; Infrared; Band gap; Photodetection","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":[],"category_scores_codex":[0.0003090161,0.0007462517,0.0009296853,0.0001336746,0.0003006232,0.000397966,0.0004350131,0.0007171726,0.001086194],"category_scores_gemma":[0.001071741,0.0006890896,0.0003565546,0.0002684802,0.00008030268,0.0002282691,0.0001403037,0.0003263466,0.0003487887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663597,"about_ca_system_score_gemma":0.0001112012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002445998,"about_ca_topic_score_gemma":0.00003453443,"domain_scores_codex":[0.996853,0.00005972843,0.0007671579,0.001028484,0.0004637045,0.0008279184],"domain_scores_gemma":[0.9982445,0.0004039446,0.0002832508,0.0005264855,0.0002898936,0.0002518832],"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":[0.0006389483,0.00002959109,4.040475e-7,0.001753259,0.00006534315,0.000003238911,0.003237658,0.000177937,0.9913917,0.00002363175,0.001168449,0.001509816],"study_design_scores_gemma":[0.0003406705,0.0001682656,0.00009343233,0.0004128391,0.0001565889,0.00000403728,0.00113298,0.001402818,0.9908439,0.0008842503,0.003703994,0.0008562072],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877405,0.0001865805,0.0001197632,0.00004713167,0.009844007,0.001248121,0.0002010184,0.0003865293,0.0002263287],"genre_scores_gemma":[0.975802,0.00006261631,0.0005259186,0.00004488811,0.001980741,0.0003894544,0.0007492176,0.0002181046,0.02022706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02000073,"threshold_uncertainty_score":0.999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04391636572197198,"score_gpt":0.3036383479491252,"score_spread":0.2597219822271532,"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."}}