{"id":"W1926179696","doi":"10.1093/mnras/stv1323","title":"Star formation scales and efficiency in Galactic spiral arms","year":2015,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Science and Technology Facilities Council","keywords":"Physics; Astrophysics; Galactic plane; Spiral galaxy; Red clump; Luminosity; Star formation; Astronomy; Galactic Center; Infrared; Stars; Young stellar object; Bulge; Galaxy","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":[0.0003983691,0.0001530797,0.0001760501,0.001631008,0.0001851158,0.001048413,0.0002465488,0.0001798396,0.001485775],"category_scores_gemma":[0.003512346,0.0001254393,0.0001904849,0.0008846632,0.0003644276,0.0003028908,0.00052281,0.0001218928,0.0004695927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004277223,"about_ca_system_score_gemma":0.00007412005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860126,"about_ca_topic_score_gemma":0.003900051,"domain_scores_codex":[0.9997591,0.00003971657,0.0000255872,0.00008732818,0.00004317443,0.00004502396],"domain_scores_gemma":[0.9974315,0.0004531561,0.001283822,0.0002439712,0.0001970908,0.0003904658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001337806,0.00001382591,0.992725,0.000008115263,0.00004131963,0.0000509313,0.0001895354,0.000298933,0.003512224,0.0001121427,0.00003713576,0.002876958],"study_design_scores_gemma":[0.000001893469,0.0000205496,0.9994292,0.000001969576,0.000005661864,0.00004593698,0.00005625559,0.0001845343,0.0001261908,0.00005453841,0.00007213715,0.000001165866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993153,0.0000685226,0.00004027076,0.000004965807,4.149385e-7,0.000001224502,0.00008578553,0.000003507248,0.0004800254],"genre_scores_gemma":[0.9995659,0.00003452539,0.00004988968,0.000002533532,0.000001355374,0.000001286985,0.0001954263,0.00000279071,0.0001462847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002860126,"threshold_uncertainty_score":0.005686939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118759977066644,"score_gpt":0.2187581333146111,"score_spread":0.2068821356079467,"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."}}