{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001256951,0.000599531,0.0003385026,0.0004475476,0.0005281224,0.0007828052,0.001241548,0.0004093866,0.01213482],"category_scores_gemma":[0.001688895,0.0002256453,0.0003136888,0.0006523059,0.0001999667,0.001024695,0.0006692197,0.0005074573,0.004855866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007600609,"about_ca_system_score_gemma":0.0004187418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006755664,"about_ca_topic_score_gemma":0.007641045,"domain_scores_codex":[0.999281,0.00007228408,0.00003970303,0.0001862496,0.0003071465,0.0001136967],"domain_scores_gemma":[0.9992362,0.00008250308,0.00003722058,0.000294216,0.0002660622,0.00008374647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004297115,0.001534495,0.04493165,0.0008754494,0.0003216398,0.001519039,0.001029035,0.02232095,0.2261584,0.0102017,0.5312613,0.1555493],"study_design_scores_gemma":[0.001297153,0.001764472,0.1149084,0.00005508622,0.0001180216,0.0009106215,0.0004296361,0.1098392,0.2829037,0.003062791,0.4845721,0.0001388421],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5559844,0.000667474,0.08288185,0.001122005,0.0004312815,0.001554181,0.1223814,0.1503451,0.08463225],"genre_scores_gemma":[0.6317927,0.00022332,0.1170336,0.0003645026,0.0000687989,0.0006288267,0.2245808,0.006336496,0.01897096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213482,"threshold_uncertainty_score":0.040595,"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."}}