{"id":"W2102600871","doi":"10.1088/0004-6256/142/3/72","title":"SDSS-III: MASSIVE SPECTROSCOPIC SURVEYS OF THE DISTANT UNIVERSE, THE MILKY WAY, AND EXTRA-SOLAR PLANETARY SYSTEMS","year":2011,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":2220,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Science and Technology Facilities Council","keywords":"Physics; Astrophysics; Astronomy; Milky Way; Galaxy; LAMOST; Dark energy; Exoplanet; Redshift; Quasar; Dark matter; Population; Planet; Sky; Cosmology","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":[0.002503403,0.001555309,0.00124073,0.005356857,0.000733223,0.001806153,0.001632779,0.0005822334,0.01171455],"category_scores_gemma":[0.002889279,0.0005663354,0.0007226166,0.008172188,0.000227052,0.001277671,0.002778119,0.001222257,0.01765288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139498,"about_ca_system_score_gemma":0.002618612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01935345,"about_ca_topic_score_gemma":0.01702166,"domain_scores_codex":[0.9984414,0.0002015299,0.0001743865,0.0002453184,0.0006661225,0.0002711607],"domain_scores_gemma":[0.9961848,0.0001836986,0.0007933135,0.0006526596,0.001194149,0.0009914358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003040946,0.0001993069,0.03292064,0.0003457209,0.0001881271,0.0001278546,0.0002965589,0.0005194171,0.004505189,0.002508366,0.9008743,0.05721051],"study_design_scores_gemma":[0.0002358334,0.00006409697,0.1808803,0.0001488626,0.0000494796,0.0001549938,0.0002998704,0.0009237357,0.002003404,0.002436461,0.812746,0.0000568571],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02290966,0.0009521833,0.01204773,0.001202007,0.0003418963,0.001295369,0.917487,0.0182986,0.02546558],"genre_scores_gemma":[0.02325298,0.000478945,0.0179414,0.0007981762,0.0001837899,0.0006523614,0.946716,0.001380655,0.008595745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01935345,"threshold_uncertainty_score":0.03918904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175778816471993,"score_gpt":0.1970011110052491,"score_spread":0.1794232293580498,"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."}}