{"id":"W3086015950","doi":"10.1364/cleo_at.2020.jth2a.28","title":"Low-cost spectroscopy of individual quantum dots","year":2020,"lang":"en","type":"article","venue":"Conference on Lasers and Electro-Optics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of Waterloo","funders":"","keywords":"Spectrometer; Spectroscopy; Photonics; Quantum dot; Nanowire; Laser; Optics; Optoelectronics; Physics; Materials science; Astronomy","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":[0.00005227708,0.0001697257,0.0002477778,0.00003521339,0.00003474689,0.0000524287,0.0001702259,0.00008517763,0.00006680346],"category_scores_gemma":[0.00002188041,0.0001564644,0.00003884252,0.0001329699,0.00007499658,0.00007009375,0.00002771109,0.0002551817,0.0000275457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000013322,"about_ca_system_score_gemma":0.00004157659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001949952,"about_ca_topic_score_gemma":0.000002545976,"domain_scores_codex":[0.9991283,0.00001010638,0.0001876668,0.0001790481,0.000172251,0.0003225648],"domain_scores_gemma":[0.9995841,0.00004177422,0.0000310678,0.0001176929,0.00003340831,0.0001919267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003441498,0.0002257517,0.000584871,0.0009488242,0.0003765931,0.00005973299,0.001966836,0.001972627,0.4807883,0.4931754,0.00326881,0.01628806],"study_design_scores_gemma":[0.0007836755,0.0008530605,0.0007569316,0.0000982449,0.00007521569,0.000003484871,0.0002546957,0.3852395,0.6072596,0.002830926,0.001389206,0.0004554975],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776555,0.0002016679,0.002339621,0.00059265,0.0001023025,0.0001814978,0.00005311647,0.000131688,0.018742],"genre_scores_gemma":[0.9982616,0.000889253,0.0003886093,0.0003531091,0.0000533253,0.000005934423,0.00001646725,0.0000185103,0.00001320922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4903445,"threshold_uncertainty_score":0.6380435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02215201153505644,"score_gpt":0.2353852042726926,"score_spread":0.2132331927376361,"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."}}