{"id":"W6939886038","doi":"10.60928/vmsu-iolm","title":"Innovative Technology Elements for Large and Small Pixel CIS Devices","year":2024,"lang":"en","type":"article","venue":"IISS online library","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chipworks (Canada)","funders":"","keywords":"Pixel; Chip; Homogeneity (statistics); Image sensor; Architecture","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":[0.00004100222,0.00009522877,0.0001002553,0.00004072232,0.00009680171,0.00008895799,0.0001252647,0.00008275363,0.001179481],"category_scores_gemma":[0.00003354869,0.00003726862,0.00002990392,0.000546239,0.00000502826,0.0002779551,0.00008761059,0.0001174702,0.00004775388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002456977,"about_ca_system_score_gemma":0.000008522882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001195962,"about_ca_topic_score_gemma":0.00006641857,"domain_scores_codex":[0.9994003,0.00001170932,0.0001555609,0.0002130046,0.00003940399,0.0001800402],"domain_scores_gemma":[0.9993311,0.0005541672,0.00002848429,0.00002744868,0.00002179482,0.00003702211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001652584,0.0004181219,0.3023461,0.0001709242,0.0001671528,0.00003824458,0.0001269519,3.003511e-7,0.1079717,0.11394,0.09274472,0.3819105],"study_design_scores_gemma":[0.00003469659,0.0002060083,0.003869624,0.00008983855,0.000007183021,0.00001621404,0.0002255406,0.0005100123,0.001035233,0.006499437,0.9873894,0.0001168199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971028,0.002849346,0.0000524301,0.01258284,0.0002788911,0.0002451613,0.01141879,0.0003081348,0.001236358],"genre_scores_gemma":[0.9759599,0.0009629776,0.004624229,0.002063385,0.0007686954,0.0000602786,0.01174182,0.000003825725,0.003814874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8946447,"threshold_uncertainty_score":0.9997336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534861494389252,"score_gpt":0.2460666663187436,"score_spread":0.2307180513748511,"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."}}