{"id":"W4407332584","doi":"10.12688/openreseurope.17450.2","title":"Atacama Large Aperture Submillimeter Telescope (AtLAST) science: Our Galaxy","year":2025,"lang":"en","type":"article","venue":"Open Research Europe","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"HORIZON EUROPE Framework Programme; Horizon 2020 Framework Programme; Agence Nationale de la Recherche; Norges Forskningsråd; European Commission; Royal Society; Smithsonian Institution","keywords":"Galaxy; Telescope; Astronomy; Aperture (computer memory); Physics; Astrophysics; Submillimeter wave; Millimeter","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":[0.001231514,0.0006144576,0.0004399411,0.001853538,0.001286342,0.003340588,0.0008274608,0.001366082,0.09425268],"category_scores_gemma":[0.0011634,0.0002447114,0.00034121,0.003256146,0.0005313341,0.002163172,0.001631059,0.001533424,0.0504377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002984673,"about_ca_system_score_gemma":0.001947356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02296622,"about_ca_topic_score_gemma":0.02016812,"domain_scores_codex":[0.9995261,0.00005565301,0.00001733751,0.0001292298,0.0001872916,0.00008425654],"domain_scores_gemma":[0.9987937,0.00006048521,0.00009407454,0.0002660982,0.0004378189,0.0003477717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003967081,0.00001886676,0.00669908,0.0001309268,0.00001710789,0.00005136154,0.0001151607,0.0001051864,0.002235577,0.00605884,0.9014955,0.0830327],"study_design_scores_gemma":[0.00002515081,0.0000186546,0.04292336,0.00006501099,0.00001168578,0.00009505759,0.0001685512,0.0005290309,0.0003350462,0.005018949,0.9507947,0.00001484975],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02914123,0.006293701,0.01633719,0.0466885,0.004055503,0.0005438662,0.2177419,0.02357501,0.655623],"genre_scores_gemma":[0.2656843,0.006572457,0.08425466,0.03062482,0.005659098,0.001354533,0.2548761,0.00298551,0.3479886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09425268,"threshold_uncertainty_score":0.3153066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04871836438374075,"score_gpt":0.396650941007746,"score_spread":0.3479325766240052,"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."}}