{"id":"W2152225917","doi":"10.1364/ao.46.005979","title":"Pupil plane imager for estimation of turbulence over long horizontal paths","year":2007,"lang":"en","type":"article","venue":"Applied Optics","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Scintillation; Optics; Telescope; Physics; Turbulence; Pupil; Coherence (philosophical gambling strategy); Atmospheric optics; Coherence time; Coherence length; Plane (geometry); Remote sensing; Geology; Meteorology; Mathematics; Detector; Geometry; Laser","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":[0.0001695023,0.0001306139,0.0001695678,0.00003645744,0.00007113025,0.00002098266,0.00007123188,0.00004242867,0.00002116243],"category_scores_gemma":[0.000004371304,0.0001290435,0.00005988211,0.00006135604,0.0000548825,0.00005853433,0.00003182376,0.00008512465,0.000007991147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001806492,"about_ca_system_score_gemma":0.00002166234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001759687,"about_ca_topic_score_gemma":0.000001770798,"domain_scores_codex":[0.9992036,0.000002541655,0.0002466484,0.0001704542,0.0001331677,0.0002436223],"domain_scores_gemma":[0.99947,0.0001150911,0.0001454073,0.0001546502,0.00005889858,0.00005596093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002952664,0.000399911,0.003653022,0.00008422549,0.000189829,0.000007230128,0.0008264579,0.006319768,0.04562842,0.7865093,0.0004469178,0.1556396],"study_design_scores_gemma":[0.007129686,0.0007564867,0.03638296,0.0002105562,0.0005322819,0.000007449375,0.002889766,0.3117813,0.5449853,0.09109476,0.00191838,0.002311077],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4228109,0.000008960184,0.56647,0.000007497408,0.00008272564,0.0002250482,0.0000382168,0.00001077275,0.01034595],"genre_scores_gemma":[0.9020649,7.614667e-7,0.09750912,0.00001415141,0.0001934589,0.000004421687,0.00009640365,0.00001976237,0.00009707706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6954146,"threshold_uncertainty_score":0.526224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008427630026262765,"score_gpt":0.2425308168186185,"score_spread":0.2341031867923558,"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."}}