{"id":"W2064836777","doi":"10.1117/12.858623","title":"Gemini Planet Imager coronagraph testbed results","year":2010,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Herzberg Institute of Astrophysics","funders":"University of California, Santa Cruz; National Science Foundation","keywords":"Coronagraph; Testbed; Planet; Computer science; Astrobiology; Physics; Astronomy; Remote sensing; Exoplanet; Geology; World Wide Web","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000623734,0.0003235996,0.000340735,0.0001227985,0.00005983101,0.0001254223,0.0007606603,0.0002483176,0.00003142064],"category_scores_gemma":[0.0004276189,0.0002816841,0.0003628882,0.0002585757,0.0001837493,0.0004887719,0.00008186663,0.0005056821,0.000003460773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006576023,"about_ca_system_score_gemma":0.00002140265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005946431,"about_ca_topic_score_gemma":5.497488e-7,"domain_scores_codex":[0.9979616,6.924995e-9,0.0007216784,0.000307945,0.0006344783,0.0003742845],"domain_scores_gemma":[0.9986712,0.0001133661,0.0002002108,0.00007963001,0.0007901425,0.0001453979],"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":[0.00005803014,0.00005687133,0.0001235748,0.0002244064,0.0001858352,9.018695e-8,0.00009854219,0.00006725552,0.8118519,0.1425,0.04444873,0.0003847774],"study_design_scores_gemma":[0.001897513,0.0002644315,0.001593834,0.0002199182,0.0001542892,0.00003369262,0.0004443724,0.03686042,0.8679595,0.001061226,0.0887859,0.0007249273],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830739,0.00004295092,0.00004479737,0.000921075,0.0004892364,0.0005106746,0.0001637559,0.0005031792,0.01425035],"genre_scores_gemma":[0.7819328,0.0001739442,0.2158715,0.000198631,0.000882487,0.0002667376,0.0000964477,0.0001574221,0.0004200291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2158267,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114440385892096,"score_gpt":0.2187353174797688,"score_spread":0.2072912788905592,"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."}}