{"id":"W2074601849","doi":"10.1107/s0909049512051825","title":"X-ray speckle visibility spectroscopy in the single-photon limit","year":2013,"lang":"en","type":"article","venue":"Journal of Synchrotron Radiation","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Argonne National Laboratory; Basic Energy Sciences; Office of Science; U.S. Department of Energy","keywords":"Scattering; Optics; Physics; Speckle pattern; Spectroscopy; Detector; Photon; Shutter; Dynamic light scattering; Computational physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004516485,0.0001710588,0.0003665803,0.000371413,0.0002635751,0.0005998983,0.0004546877,0.0003460004,0.0006740868],"category_scores_gemma":[0.001358557,0.0001811177,0.0001568722,0.0003233042,0.000694157,0.0008878443,0.0006173398,0.0006630556,0.0001694203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500893,"about_ca_system_score_gemma":0.0003951864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006327439,"about_ca_topic_score_gemma":0.000720482,"domain_scores_codex":[0.9997638,0.00003452344,0.000009733799,0.00006270051,0.00009555444,0.00003364949],"domain_scores_gemma":[0.9992886,0.0004343605,0.0000823893,0.00007241731,0.0000831983,0.00003907795],"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":[0.00007357191,0.00003885511,0.001253527,0.0001059553,0.00001132312,0.0001732369,0.0002200335,0.002789164,0.9623063,0.02217652,0.0002360641,0.01061544],"study_design_scores_gemma":[0.00002401388,0.0002634723,0.004457213,0.00002922443,0.0000163703,0.0004144096,0.0001069253,0.1128557,0.8583807,0.02055526,0.00286067,0.00003603054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6095775,0.001181305,0.384054,0.0001929725,0.00003995461,0.00003055767,0.000106009,0.0004700328,0.004347584],"genre_scores_gemma":[0.9245515,0.001160844,0.07218473,0.00004973943,0.00001666607,0.00005458251,0.00009495648,0.00006362492,0.001823394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006740868,"threshold_uncertainty_score":0.002540052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006761486059538972,"score_gpt":0.2060710011634537,"score_spread":0.1993095151039148,"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."}}