{"id":"W2000878496","doi":"10.1117/12.789648","title":"Characterization of persistence in WIRCam's Hawaii 2-RG arrays","year":2008,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Infrared Target Detection Methodologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Persistence (discontinuity); Characterization (materials science); Telescope; Infrared; Computer science; Optics; Physics; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005796949,0.000293036,0.0004813481,0.0002058052,0.00005749396,0.00002932408,0.000700313,0.0002266974,0.00001459157],"category_scores_gemma":[0.0005532159,0.0002764656,0.0004449897,0.0005164995,0.0002506691,0.0006367561,0.00008846736,0.0003496669,0.00000130765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803407,"about_ca_system_score_gemma":0.0000260355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004491351,"about_ca_topic_score_gemma":1.047256e-7,"domain_scores_codex":[0.9980145,2.816997e-8,0.000800205,0.000286763,0.0005365203,0.0003619442],"domain_scores_gemma":[0.9984759,0.0001419903,0.0002837342,0.00006568661,0.0009607289,0.00007193777],"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":[0.00005299888,0.0000523551,0.00111294,0.0005586835,0.0001761625,1.749853e-7,0.000616746,0.0017104,0.951558,0.04377525,0.0002113771,0.0001748949],"study_design_scores_gemma":[0.0007799248,0.0001847956,0.008995368,0.0002800709,0.0000566728,0.00003346592,0.001595975,0.04551348,0.9410043,0.0004786969,0.0006977557,0.000379449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960548,0.00006353029,0.0004178299,0.0002830377,0.0003728191,0.000404578,0.00004346741,0.0001550162,0.00220491],"genre_scores_gemma":[0.814778,0.0003102082,0.1843373,0.00003137633,0.000235126,0.0001227092,0.0000114326,0.00007286749,0.0001009387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1839195,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571482909338992,"score_gpt":0.226423976493235,"score_spread":0.2007091473998451,"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."}}