{"id":"W2764276440","doi":"10.1088/1538-3873/aaaad8","title":"Charge Diffusion Variations in Pan-STARRS1 CCDs","year":2018,"lang":"en","type":"article","venue":"Publications of the Astronomical Society of the Pacific","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Division of Astronomical Sciences; Planetary Science Division; Science Mission Directorate; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; Queen's University; Johns Hopkins University; Queen's University Belfast; National Aeronautics and Space Administration; Eötvös Loránd Tudományegyetem; National Central University; Max-Planck-Gesellschaft; Space Telescope Science Institute; Durham University; Smithsonian Institution; National Science Foundation","keywords":"Charge (physics); Pixel; Charge-coupled device; Diffusion; Silicon; Electric field","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":[],"consensus_categories":[],"category_scores_codex":[0.0001709921,0.00008896232,0.0001252916,0.00002788428,0.0001222054,0.00001868524,0.000560733,0.00005080523,0.00006639671],"category_scores_gemma":[0.00004464449,0.00006209681,0.0002246095,0.0003879686,0.0002630368,0.00008799464,0.0001302103,0.0001571671,0.00001653535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008543034,"about_ca_system_score_gemma":0.00002824724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003812186,"about_ca_topic_score_gemma":0.000009224686,"domain_scores_codex":[0.9992992,0.00003161547,0.0002664218,0.0001136459,0.0001109026,0.00017826],"domain_scores_gemma":[0.9991468,0.00005748063,0.00008750587,0.0006225337,0.00005651704,0.00002921174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007517052,0.0004571468,0.8449417,0.00005731486,0.0001745831,1.185223e-9,0.00506659,0.003579808,0.07773204,0.01049441,0.05423496,0.003253878],"study_design_scores_gemma":[0.0002294908,0.000006206943,0.9261439,0.00002303461,0.00001783466,2.327687e-7,0.0003474671,0.05895031,0.00601946,0.0004460119,0.007723666,0.0000923895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892651,0.00002324084,0.001429878,0.007351575,0.0002474301,0.0001897436,0.00004663771,0.00005303647,0.001393385],"genre_scores_gemma":[0.9975527,0.000005209393,0.001844132,0.00001113214,0.00007217306,0.00001582413,0.000005516642,0.00001365382,0.000479668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08120215,"threshold_uncertainty_score":0.2532234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007648198545820369,"score_gpt":0.1984625412214649,"score_spread":0.1908143426756445,"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."}}