{"id":"W2146311274","doi":"10.1017/s1431927607072996","title":"Noise Level in Electron Holograms: The Impact of CCD Camera- and Hologram Reconstruction Parameters","year":2007,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Holography; Optics; Noise (video); Electron holography; Electron; Physics; Computer science; Computer vision; Image (mathematics); Nuclear physics","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":[0.001149576,0.0002290841,0.0004302362,0.0003166865,0.0001370442,0.00008249471,0.0001877957,0.0001410481,0.00003588009],"category_scores_gemma":[0.00003546622,0.0001585467,0.0001484717,0.0005553123,0.0005573197,0.0001387759,0.00005242341,0.0002414553,0.000002364362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045994,"about_ca_system_score_gemma":0.00004547168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00410252,"about_ca_topic_score_gemma":0.001236727,"domain_scores_codex":[0.9983936,0.0001191071,0.0004380716,0.0004196577,0.00009605565,0.0005335113],"domain_scores_gemma":[0.999263,0.0001015652,0.0002171058,0.0002925807,0.00005232395,0.00007341088],"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":[0.0001385011,0.00006425274,0.03565222,0.000008833433,0.00004603866,0.00000314126,0.0002966132,0.000004202891,0.9565718,0.00002821749,0.00007038723,0.007115763],"study_design_scores_gemma":[0.0003050247,0.0003771168,0.03771328,0.00002231716,0.00008846894,0.00007894367,0.000211658,0.00002763707,0.9605644,0.0004083897,0.00002995114,0.0001728248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950823,0.001797821,0.00262813,0.00008439803,0.00003300174,0.0002243725,0.00002057344,0.00004557683,0.00008384704],"genre_scores_gemma":[0.9898124,0.0008082218,0.009209221,0.00007355175,0.00001438854,0.0000104585,0.000007821688,0.00001414693,0.00004972828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006942938,"threshold_uncertainty_score":0.6465346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378419333761019,"score_gpt":0.3095460787671963,"score_spread":0.2957618854295861,"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."}}