{"id":"W4408439349","doi":"10.1051/0004-6361/202452702","title":"ALMAGAL","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"European Research Council; Science and Technology Facilities Council; National Institutes of Natural Sciences; Smithsonian Astrophysical Observatory; Jet Propulsion Laboratory; California Institute of Technology; European Commission; Universität zu Köln; Deutsche Forschungsgemeinschaft; National Astronomical Observatory of Japan; Agencia Nacional de Investigación y Desarrollo; Korea Astronomy and Space Science Institute; National Aeronautics and Space Administration; Agencia Estatal de Investigación; National Radio Astronomy Observatory; Smithsonian Institution; National Science Foundation","keywords":"Physics; Astrophysics; Galaxy; High mass; Galaxy formation and evolution; Presentation (obstetrics); Astronomy; Medicine","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":[0.001355937,0.001217959,0.0006235303,0.002184041,0.001537949,0.00639832,0.002335575,0.002404952,0.6306484],"category_scores_gemma":[0.004542572,0.0004563972,0.0006058817,0.001397403,0.0007922398,0.003566057,0.004577544,0.001438543,0.5086458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082422,"about_ca_system_score_gemma":0.001639004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002984433,"about_ca_topic_score_gemma":0.002812609,"domain_scores_codex":[0.9983708,0.0002090575,0.00006535895,0.0004796678,0.0006734666,0.0002016789],"domain_scores_gemma":[0.9974735,0.0003972307,0.0002334344,0.0005772715,0.0006309816,0.0006875428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004036234,0.0001002559,0.001575622,0.0005651377,0.00002401181,0.0003687133,0.0001996397,0.0003545769,0.002026806,0.01582148,0.7369531,0.241607],"study_design_scores_gemma":[0.0000300801,0.00001740408,0.0005128515,0.00006720184,0.00000572228,0.000172814,0.000042195,0.000268376,0.0004256755,0.002108728,0.9963399,0.000009113552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004265061,0.002739195,0.01356136,0.007154208,0.003112837,0.0002791923,0.03021249,0.04861276,0.8900628],"genre_scores_gemma":[0.0442156,0.002527434,0.01648377,0.006006047,0.001794791,0.0002922211,0.05145559,0.01543707,0.8617876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6306484,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006082823928300367,"score_gpt":0.2532418767787836,"score_spread":0.2471590528504833,"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."}}