{"id":"W2041474059","doi":"10.1117/12.912429","title":"A study of factors limiting spatial resolution using a 25 micron pixel pitch direct-detection amorphous selenium imaging system","year":2012,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Limiting; Image resolution; Pixel; Amorphous solid; Resolution (logic); Materials science; Selenium; Superresolution; Optics; Optoelectronics; Computer science; Computer vision; Artificial intelligence; Physics; Chemistry; Image (mathematics); Engineering","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":[0.0006032461,0.0002571677,0.0004070037,0.0001461189,0.0002668791,0.0006648236,0.0004980585,0.0003438952,0.001342075],"category_scores_gemma":[0.003156848,0.0002217859,0.0001235264,0.0001956523,0.0002683705,0.0006102214,0.0002583552,0.0002257035,0.0002267556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004449471,"about_ca_system_score_gemma":0.0003434511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009052826,"about_ca_topic_score_gemma":0.001378963,"domain_scores_codex":[0.9996468,0.00008122335,0.00002562031,0.0001080757,0.0001033472,0.00003499138],"domain_scores_gemma":[0.9974777,0.001870635,0.0002120044,0.0001331365,0.0002384759,0.00006800507],"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":[0.000521399,0.00008798454,0.006494045,0.0001509981,0.0000334692,0.0005053489,0.0001515084,0.005475966,0.9685153,0.0006324953,0.0001124226,0.01731904],"study_design_scores_gemma":[0.00008738905,0.003118162,0.02558812,0.00002192577,0.0001194181,0.001422919,0.0002719428,0.03589885,0.9299636,0.0002542285,0.003206002,0.00004753522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829006,0.0004764066,0.01542677,0.00007732131,0.000008396067,0.00003786536,0.00004319961,0.0001099296,0.0009195068],"genre_scores_gemma":[0.956039,0.0002100101,0.04274407,0.0000277946,0.000005620656,0.00001822507,0.00004395252,0.00001802186,0.0008933462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001342075,"threshold_uncertainty_score":0.00448972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102372412108184,"score_gpt":0.2313460841116426,"score_spread":0.2203223599905608,"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."}}