{"id":"W2151398522","doi":"10.1051/0004-6361:200809415","title":"The RMS survey","year":2008,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Astrophysics Division; University of New South Wales; National Aeronautics and Space Administration; Science and Technology Facilities Council; National Science Foundation","keywords":"Galaxy; Stars; Planetary nebula; Young stellar object; Sample (material); Cepheid variable; Point source","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":[0.0009917837,0.0003157381,0.0001926664,0.0018358,0.0004020408,0.0006938643,0.0008809748,0.0003403789,0.04536728],"category_scores_gemma":[0.001792038,0.0001306181,0.0001551438,0.001587466,0.0001917157,0.0006085354,0.0009980373,0.0004444926,0.02116027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006659091,"about_ca_system_score_gemma":0.001673076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0183767,"about_ca_topic_score_gemma":0.02016248,"domain_scores_codex":[0.999213,0.0001520472,0.00005279611,0.0002037183,0.0002647043,0.0001137499],"domain_scores_gemma":[0.9985595,0.0001740685,0.0003101136,0.0002101915,0.0005306063,0.0002155268],"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":[0.000269488,0.0001186471,0.06772066,0.0007008563,0.00007204837,0.000421127,0.0004280324,0.0006110206,0.003828843,0.02741777,0.7177433,0.1806681],"study_design_scores_gemma":[0.00003357294,0.00006155558,0.1180664,0.0001644183,0.00002276555,0.0004972794,0.0002433405,0.0003908005,0.0006825578,0.001087185,0.8787362,0.00001385188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.124724,0.005264238,0.009269783,0.008362134,0.0007173884,0.0005554142,0.4910326,0.003307463,0.3567669],"genre_scores_gemma":[0.3014016,0.005564064,0.01928529,0.005807564,0.001245838,0.0008623127,0.451171,0.00101461,0.2136478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04536728,"threshold_uncertainty_score":0.1517686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143665625132903,"score_gpt":0.2151762904601565,"score_spread":0.2008097279468662,"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."}}