{"id":"W4310056330","doi":"10.1051/0004-6361/202244677","title":"The VLT-FLAMES Tarantula Survey","year":2022,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"European Research Council; Ministerio de Ciencia e Innovación; Deutsche Forschungsgemeinschaft; European Southern Observatory; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Sciences and Engineering Research Council of Canada; European Commission; Agencia Estatal de Investigación; European Space Agency","keywords":"Physics; Stars; Astrophysics; Population; Context (archaeology); Binary number; O-type star; Astronomy; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002688273,0.0002858151,0.0001751973,0.001106859,0.0002639815,0.0002988589,0.000314334,0.0001394618,0.001921365],"category_scores_gemma":[0.0004176429,0.00007084482,0.0001857864,0.0005047984,0.0001403766,0.0001950763,0.0006135617,0.0001481284,0.0005994199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005472766,"about_ca_system_score_gemma":0.0004397333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02280389,"about_ca_topic_score_gemma":0.02224197,"domain_scores_codex":[0.9998635,0.00001369186,0.000006319698,0.00005047619,0.00003508545,0.00003095503],"domain_scores_gemma":[0.9997526,0.00001566722,0.0001028159,0.00003038228,0.00003873857,0.00005975017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004257666,0.00005489299,0.9001536,0.0002031445,0.0001272869,0.0008557784,0.0004259133,0.001220895,0.01750829,0.001444048,0.007762909,0.06981755],"study_design_scores_gemma":[0.00002093161,0.00007217205,0.9708219,0.0000415303,0.00003980484,0.0008876306,0.0001748107,0.002060696,0.002989761,0.000238436,0.02264532,0.000007017227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981835,0.0009734785,0.001144923,0.0002419559,0.0000377156,0.0000374608,0.007561854,0.0002012639,0.007966408],"genre_scores_gemma":[0.9830943,0.0004473218,0.003419461,0.0001002388,0.00002966133,0.00002354058,0.01035458,0.00003521157,0.00249566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02280389,"threshold_uncertainty_score":0.04534227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009424901629393549,"score_gpt":0.2022055461186112,"score_spread":0.1927806444892177,"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."}}