{"id":"W2465250386","doi":"10.1117/12.2230848","title":"The rapid transient surveyor","year":2016,"lang":"de","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"California Institute of Technology; Alfred P. Sloan Foundation; National Science Foundation","keywords":"Strehl ratio; Spectrograph; Sensitivity (control systems); Sky; Telescope; Prism; Adaptive optics; Integral field spectrograph","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":[0.003253082,0.0008343685,0.0009555675,0.00220493,0.001277044,0.001987777,0.002066913,0.001053363,0.07265383],"category_scores_gemma":[0.00427553,0.0006171574,0.0006837712,0.001793774,0.0005547262,0.003329596,0.003708581,0.001645001,0.04432665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301973,"about_ca_system_score_gemma":0.003370559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01211029,"about_ca_topic_score_gemma":0.01644391,"domain_scores_codex":[0.9980181,0.0003475925,0.00008281912,0.0004406066,0.0007212429,0.0003895886],"domain_scores_gemma":[0.9970924,0.00032956,0.0002181275,0.000797328,0.001125922,0.0004367543],"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":[0.0006435219,0.00009693982,0.01936608,0.0002300114,0.00008439532,0.0002345845,0.0003365549,0.001722198,0.006185745,0.01403123,0.7141668,0.2429019],"study_design_scores_gemma":[0.0001561095,0.0001473052,0.01390999,0.0001114817,0.00004497299,0.0003728646,0.0002105412,0.00883106,0.003016112,0.004568035,0.9685408,0.00009053709],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04742814,0.002158622,0.20076,0.004663759,0.001713687,0.002379599,0.1592077,0.1515284,0.43016],"genre_scores_gemma":[0.1919718,0.001673635,0.3178252,0.004491176,0.001037859,0.002222829,0.2355725,0.01644217,0.2287629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07265383,"threshold_uncertainty_score":0.2430513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122299176774141,"score_gpt":0.2171193115565592,"score_spread":0.2058963197888178,"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."}}