{"id":"W4401979315","doi":"10.1117/12.3018135","title":"The SDSS-V Local Volume Mapper Survey Telescopes: from conception to science","year":2024,"lang":"en","type":"article","venue":"","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Volume (thermodynamics); Astronomy; Computer science; Remote sensing; Physics; Geology","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":[0.006040132,0.0007792558,0.0005652566,0.003251272,0.0006867534,0.005081358,0.001845138,0.001285853,0.00387129],"category_scores_gemma":[0.003798813,0.001059535,0.0004167193,0.003516464,0.00238257,0.007157805,0.003316532,0.003160057,0.003733637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003889831,"about_ca_system_score_gemma":0.003599413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006778715,"about_ca_topic_score_gemma":0.003543748,"domain_scores_codex":[0.9981212,0.00042385,0.00008850321,0.0003823048,0.0007560315,0.0002280425],"domain_scores_gemma":[0.9979681,0.0003232442,0.0001759561,0.0002333478,0.0006817955,0.0006174382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001579558,0.00008577048,0.01382202,0.0008071762,0.00003031373,0.0001136668,0.00104516,0.002042887,0.004543676,0.1351895,0.08040681,0.761755],"study_design_scores_gemma":[0.00002073033,0.000131073,0.008423221,0.0004268507,0.000008408304,0.0002072771,0.0002651537,0.001952795,0.000992031,0.0309647,0.9565538,0.00005417062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02589327,0.280693,0.4992701,0.04418496,0.004138713,0.0009837296,0.008818183,0.009904684,0.1261134],"genre_scores_gemma":[0.1592545,0.1582546,0.5917962,0.01196298,0.006503765,0.001153919,0.02139353,0.003585504,0.04609506],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006778715,"threshold_uncertainty_score":0.03194362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333493205368947,"score_gpt":0.3042826180696303,"score_spread":0.2909476860159408,"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."}}