{"id":"W2328076515","doi":"10.1364/isa.2012.itu4c.5","title":"Quantum Dot Image Sensors","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Quantum dot; Optoelectronics; Semiconductor; Quantum dot laser; Materials science; Quantum; Nanotechnology; Colloid; Quantum sensor; Physics; Quantum computer; Chemistry; Quantum mechanics; Quantum network; Semiconductor laser theory","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004376094,0.0001283916,0.0001818566,0.00005028384,0.00008799358,0.00005192045,0.0001993161,0.0000483183,0.007905104],"category_scores_gemma":[0.0001123015,0.0001007575,0.0000489901,0.0001225944,0.00009941489,0.000701136,0.0001162763,0.00003221653,0.008104242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003953881,"about_ca_system_score_gemma":0.0000100932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002644737,"about_ca_topic_score_gemma":0.000001171765,"domain_scores_codex":[0.9988542,0.00005582709,0.0002278689,0.0001980533,0.0001943969,0.0004696775],"domain_scores_gemma":[0.999276,0.00007437755,0.0000763312,0.0004046519,0.00003821655,0.0001304487],"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":[0.000008823636,0.00003271413,0.0002422345,0.000007018748,0.000002285619,0.000001865572,0.00009722397,0.000005284559,0.9949977,0.003409152,0.001102207,0.00009346005],"study_design_scores_gemma":[0.0001072287,0.00001002302,0.0005026752,0.000002941035,0.00001177874,0.00001589001,0.00009802743,0.00001933569,0.9921049,0.0005342085,0.006431694,0.000161279],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875392,0.00006850234,0.002260176,0.0001016564,0.001267686,0.00008698215,0.00001805086,0.0002665227,0.008391221],"genre_scores_gemma":[0.9672772,0.000007057437,0.03106764,0.0001159467,0.0003217082,0.00001257511,0.000006126982,0.00002048374,0.001171209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02880746,"threshold_uncertainty_score":0.9930018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855761019756242,"score_gpt":0.284341224294955,"score_spread":0.2657836140973926,"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."}}