{"id":"W1967696734","doi":"10.1109/iscas.2012.6271779","title":"Single-filter multi-color CMOS fluorescent contact sensing microsystem","year":2012,"lang":"en","type":"article","venue":"","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Microsystem; CMOS; Color filter array; Image sensor; Optoelectronics; Materials science; Quantum dot; CMOS sensor; Filter (signal processing); Color gel; Computer science; Optics; Nanotechnology; Physics; Computer vision","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":[0.0004124081,0.0005108441,0.0008146394,0.0005193712,0.0005856638,0.0006177038,0.001373251,0.0008363114,0.005310164],"category_scores_gemma":[0.0004742956,0.0003583137,0.0002513444,0.0003510172,0.0002366756,0.0006802321,0.0005599876,0.0005967655,0.001690416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116901,"about_ca_system_score_gemma":0.0009171937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001160478,"about_ca_topic_score_gemma":0.002167785,"domain_scores_codex":[0.9988965,0.00005394102,0.00004291973,0.0003580153,0.000578789,0.00006982523],"domain_scores_gemma":[0.9995368,0.00008109128,0.00006687731,0.00007076414,0.0001901781,0.00005437455],"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":[0.0001575728,0.00006206726,0.0004050054,0.0001828456,0.00001448503,0.0001243085,0.00005429838,0.0004468286,0.9582046,0.001813129,0.001941653,0.03659323],"study_design_scores_gemma":[0.00004109255,0.0002947104,0.00133843,0.00001187037,0.00002030496,0.0009334444,0.00002333768,0.01191499,0.9691446,0.0003052416,0.01592614,0.00004563912],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2243359,0.002736805,0.7471372,0.0009293471,0.0006450354,0.001023598,0.002085737,0.009532733,0.01157367],"genre_scores_gemma":[0.5531003,0.0007929417,0.4297946,0.0006397848,0.0002009019,0.0008006113,0.0006647944,0.000151878,0.01385415],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005310164,"threshold_uncertainty_score":0.01776433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02299966977084643,"score_gpt":0.2156109567232339,"score_spread":0.1926112869523874,"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."}}