{"id":"W6902596208","doi":"10.60928/garu-arex","title":"Prototype line-scan device with 12-bit charge domain column-parallel Successive Approximation ADC","year":2024,"lang":"en","type":"article","venue":"IISS online library","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalsa Corporation","funders":"","keywords":"Shaping; Quantization (signal processing); Successive approximation ADC; Capacitor; Effective number of bits; Analog-to-digital converter; Charge (physics); Binary number; Noise (video); 12-bit","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001076631,0.0002408478,0.0002537373,0.000156617,0.000187585,0.0002038956,0.000325416,0.0001599052,0.001280189],"category_scores_gemma":[0.000009233544,0.000179699,0.00008018504,0.0004419063,0.0001539849,0.001528425,0.000004551685,0.0003460671,0.00009325819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001694297,"about_ca_system_score_gemma":0.0002354404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000171899,"about_ca_topic_score_gemma":0.002420236,"domain_scores_codex":[0.9985464,0.0001015869,0.0002901356,0.0004464011,0.0002387879,0.0003766957],"domain_scores_gemma":[0.9993479,0.0001479702,0.00008539753,0.000217549,0.00001779846,0.0001833783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001484689,0.0002473853,0.7444364,0.0007279515,0.0003241266,0.0008817341,0.001229185,0.0002192018,0.00009954435,0.004780578,0.004710709,0.2408585],"study_design_scores_gemma":[0.0006350781,0.0009777333,0.9545643,0.0003140662,0.00004158368,0.00008821127,0.0001853427,0.01964298,0.0002012306,0.004360194,0.01846468,0.0005245882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8477456,0.02085285,0.0008484226,0.007020266,0.0005331585,0.001789684,0.001054584,0.0008627877,0.1192926],"genre_scores_gemma":[0.977553,0.0001177172,0.01916898,0.0003871114,0.0005208278,0.00003038228,0.001203424,0.000008068057,0.001010475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2403339,"threshold_uncertainty_score":0.9996328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513724753335086,"score_gpt":0.2330548567330412,"score_spread":0.2179176091996903,"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."}}