{"id":"W2092574231","doi":"10.1364/opex.13.000136","title":"Bifocal optical system for distant object tracking","year":2005,"lang":"en","type":"article","venue":"Optics Express","topic":"Advanced optical system design","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Optics; Lens (geology); Tracking (education); Focus (optics); Focal length; Computer science; Birefringence; Computer vision; Physics; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0001823018,0.0002409329,0.0003249926,0.00005030055,0.00008419624,0.00009527831,0.0002373593,0.0001483606,0.000008103234],"category_scores_gemma":[0.00007175186,0.0002310349,0.0001129116,0.0001013189,0.00004265413,0.0002081692,0.00003067019,0.0001628215,0.00007311645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574188,"about_ca_system_score_gemma":0.000011637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.644168e-7,"about_ca_topic_score_gemma":0.0000016941,"domain_scores_codex":[0.9985276,0.00001604231,0.0004129141,0.0002716592,0.0002357974,0.0005359169],"domain_scores_gemma":[0.999048,0.0003018136,0.00003199609,0.0003533676,0.00006929808,0.0001955015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009190934,0.0001046147,0.00003125515,0.001384846,0.0001341925,0.0000443891,0.0003783905,0.6485977,0.1642998,0.1643682,0.000810911,0.01975379],"study_design_scores_gemma":[0.001177732,0.0001039357,0.00003164325,0.0003483115,0.00007478824,0.00005572485,0.0003209214,0.8112918,0.1637804,0.0002650952,0.02178147,0.000768179],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01239191,0.0003214189,0.9716997,0.00003552191,0.0006163154,0.0005581872,0.00003269726,0.0007902352,0.01355401],"genre_scores_gemma":[0.8492993,0.000006882876,0.1498273,0.000009090345,0.0005132548,0.0001352232,0.000007493605,0.00008584154,0.0001156443],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8369073,"threshold_uncertainty_score":0.9421329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630509631374422,"score_gpt":0.2398617938445317,"score_spread":0.2235566975307875,"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."}}