{"id":"W3164068970","doi":"10.1364/optica.424828","title":"Acousto-optic ptychography","year":2021,"lang":"en","type":"article","venue":"Optica","topic":"Random lasers and scattering media","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; Azrieli Foundation; Israel Science Foundation; National Science Foundation","keywords":"Speckle pattern; Ptychography; Optics; Wavefront; Phase retrieval; Focus (optics); Diffraction; Image resolution; Decorrelation; Speckle imaging; Computer science; Physics; Fourier transform; Computer vision","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004269058,0.00007745719,0.0001139896,0.00002096781,0.00005991212,0.00005001525,0.0000703747,0.00001691639,0.002109732],"category_scores_gemma":[0.000003817926,0.00007132434,0.0001043117,0.000119444,0.00002983788,0.00004291517,0.00002618598,0.00008168828,0.0001994644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003053297,"about_ca_system_score_gemma":0.00002862458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008450224,"about_ca_topic_score_gemma":5.085353e-7,"domain_scores_codex":[0.9994749,0.00001447439,0.00009391391,0.0001544399,0.00008549671,0.0001767606],"domain_scores_gemma":[0.9996142,0.00003615473,0.00001947484,0.0002124436,0.00003475159,0.00008292252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002001331,0.002265546,0.1977278,0.0001501566,0.001647838,0.0006803843,0.002659443,0.001003829,0.1538966,0.284134,0.1364888,0.2191454],"study_design_scores_gemma":[0.0187676,0.0004056468,0.09671972,0.0003911814,0.0008296881,0.0000855257,0.004577826,0.006953543,0.1217995,0.05547231,0.6900976,0.00389984],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7986551,0.00008332091,0.004613676,0.0006565145,0.0003899926,0.00006073927,0.00001249774,0.00003312892,0.195495],"genre_scores_gemma":[0.993365,0.000002832427,0.003508084,0.00008424365,0.0002532119,0.00001272112,0.00002072998,0.00001085842,0.002742307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5536088,"threshold_uncertainty_score":0.9988025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004932787636808969,"score_gpt":0.2129667308382399,"score_spread":0.2080339432014309,"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."}}