{"id":"W6940245085","doi":"10.60928/fj0r-o3zl","title":"CMOS Image Sensor Architecture for Primal-Dual Coding","year":2024,"lang":"en","type":"article","venue":"IISS online library","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pixel; Image sensor; CMOS; Coding (social sciences); CMOS sensor; Dot pitch; Amplifier","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":[0.00019997,0.0003323773,0.0003114829,0.000299716,0.0001867411,0.000553431,0.0008613105,0.0005774009,0.002483397],"category_scores_gemma":[0.000289755,0.0002353637,0.0002054464,0.0002217107,0.000153064,0.0004551833,0.000478983,0.0004958478,0.001477916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005900332,"about_ca_system_score_gemma":0.0005665105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000545022,"about_ca_topic_score_gemma":0.0006739182,"domain_scores_codex":[0.9996183,0.00002190408,0.00001412063,0.00009178927,0.0002172931,0.00003664401],"domain_scores_gemma":[0.9997894,0.00001755393,0.00002990513,0.00002416589,0.0001230913,0.00001583765],"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":[0.0000735798,0.00003684375,0.0003137928,0.00009908178,0.000008320134,0.00006055985,0.00003618453,0.001225819,0.9596288,0.002265442,0.001419285,0.03483221],"study_design_scores_gemma":[0.00002208207,0.0004414966,0.001854108,0.00001807559,0.00002315316,0.0006959687,0.00002224126,0.03445878,0.9338471,0.0005997452,0.02797759,0.00003965705],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2209927,0.001806085,0.7403502,0.0008024519,0.0005056837,0.0004976753,0.0008864102,0.004903282,0.02925553],"genre_scores_gemma":[0.6077687,0.0007103031,0.3726193,0.0006674497,0.0001236339,0.0002633428,0.0006078396,0.0001266741,0.01711278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002483397,"threshold_uncertainty_score":0.008307815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00753933897820876,"score_gpt":0.2307933989182878,"score_spread":0.223254059940079,"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."}}