{"id":"W6958691889","doi":"10.60928/8ij2-myic","title":"Flexible binning structure for CCD color imagers","year":2024,"lang":"en","type":"article","venue":"IISS online library","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalsa Corporation","funders":"","keywords":"Image quality; Resolution (logic); Image (mathematics); Image resolution; Scope (computer science); Charge-coupled device; Digital camera","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":[0.0002684713,0.0003195011,0.0003634269,0.0002871501,0.0002557134,0.0005371391,0.0009892838,0.0003082908,0.002041597],"category_scores_gemma":[0.0006808625,0.0002374505,0.0002238966,0.0004168222,0.0003254027,0.0005129104,0.0004131127,0.0003872014,0.0003278086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056118,"about_ca_system_score_gemma":0.0004855752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002085649,"about_ca_topic_score_gemma":0.001976937,"domain_scores_codex":[0.9996332,0.00004188845,0.00001165132,0.00006734736,0.0001909534,0.00005495452],"domain_scores_gemma":[0.9996343,0.00007819803,0.00004446374,0.00007967308,0.0001299583,0.00003340005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004896361,0.0002208908,0.001430572,0.0002542048,0.00004818669,0.0001518101,0.0002857736,0.06322875,0.8061776,0.01852109,0.001967075,0.1072245],"study_design_scores_gemma":[0.00009333542,0.0005090844,0.004482953,0.00003188968,0.00003632702,0.0002628694,0.00005337365,0.3446636,0.628499,0.00293193,0.01833482,0.0001007593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2670188,0.000475895,0.7192537,0.0001336678,0.0001011531,0.0001729637,0.000256029,0.002418092,0.01016968],"genre_scores_gemma":[0.7647915,0.000119962,0.2317441,0.0001010711,0.00001372576,0.0000893968,0.0002164002,0.000243097,0.002680714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002085649,"threshold_uncertainty_score":0.007662714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006279475438757079,"score_gpt":0.2289761680507384,"score_spread":0.2226966926119813,"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."}}