{"id":"W6922091843","doi":"10.1051/0004-6361/201322954/pdf","title":"Optical imaging for the","year":2014,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Brookhaven National Laboratory; Science and Technology Facilities Council; National Science Foundation; Liverpool John Moores University; York University; Space Telescope Science Institute; Instituto de Astrofísica de Canarias; Carnegie Mellon University; Office of Science; Princeton University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; College of Engineering, Michigan State University; Harvard University; Ohio State University; New Mexico State University; University of Portsmouth; Yale University; Vanderbilt University; European Commission; U.S. Department of Energy; California Institute of Technology; National Aeronautics and Space Administration; Jet Propulsion Laboratory","keywords":"Galaxy; Sky; Conjunction (astronomy); RADIUS; Optical imaging; Sample (material); Data set","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001949386,0.001226857,0.0006850662,0.004016938,0.001431371,0.004551413,0.002152328,0.00187868,0.2928958],"category_scores_gemma":[0.004168478,0.0006675769,0.000877743,0.003646688,0.0008037944,0.003963343,0.004195824,0.001905825,0.231362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629397,"about_ca_system_score_gemma":0.002166436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003912463,"about_ca_topic_score_gemma":0.005615421,"domain_scores_codex":[0.9976683,0.0002481954,0.000160148,0.0006502357,0.001080577,0.0001924043],"domain_scores_gemma":[0.9956205,0.0002732542,0.0003472416,0.001481148,0.00191207,0.0003656713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001545185,0.00004709282,0.002836514,0.0007028618,0.00005285092,0.0002612069,0.0002188079,0.0002091048,0.01043145,0.01123797,0.7179265,0.2559212],"study_design_scores_gemma":[0.00001443326,0.00001690893,0.002245213,0.000142548,0.00001917413,0.0004729228,0.00009020734,0.0003611014,0.002221016,0.002775755,0.9916189,0.00002191934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008108504,0.0105215,0.09618922,0.01243276,0.006455483,0.0007734293,0.09103069,0.02880747,0.7456809],"genre_scores_gemma":[0.08005074,0.01018355,0.1481437,0.009185286,0.00480242,0.001017965,0.1218064,0.01456515,0.6102448],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2928958,"threshold_uncertainty_score":0.979834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106253812655858,"score_gpt":0.2597699929669198,"score_spread":0.249144611701334,"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."}}