{"id":"W4213209574","doi":"10.1051/0004-6361/202141307","title":"The LOFAR Two-metre Sky Survey Deep fields","year":2022,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FP7 International Cooperation; Science and Technology Facilities Council; Observatoire de Paris, Université de Recherche Paris Sciences et Lettres; Centre National de la Recherche Scientifique; Bundesministerium für Bildung und Forschung; Narodowe Centrum Nauki; Institut sur la Nutrition et les Aliments Fonctionnels; Ministerium für Innovation, Wissenschaft und Forschung des Landes Nordrhein-Westfalen; Université d'Orléans; Ministero degli Affari Esteri e della Cooperazione Internazionale; Max-Planck-Gesellschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Science Foundation; Science Foundation Ireland; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Physics; LOFAR; Astrophysics; Jansky; Redshift; Sky; Galaxy; Astronomy; Luminosity; Quasar; Infrared; Stellar mass; Star formation; Radio telescope; Radio galaxy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006771529,0.0005123194,0.0003651652,0.001753379,0.0004414391,0.000496914,0.0007271747,0.0003301593,0.008307316],"category_scores_gemma":[0.0009329635,0.0001867163,0.0002545551,0.001129907,0.0001984671,0.0004791282,0.0006731969,0.0004486467,0.003681959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004121505,"about_ca_system_score_gemma":0.0004055715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625802,"about_ca_topic_score_gemma":0.02337159,"domain_scores_codex":[0.9996296,0.0000439838,0.0000134911,0.0001099812,0.00009766853,0.000105249],"domain_scores_gemma":[0.9993588,0.00005207696,0.0001814184,0.000161109,0.0001195404,0.000127093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006161515,0.0005373195,0.5172241,0.0002759687,0.0002554268,0.0003971524,0.0002526742,0.006985911,0.01218443,0.01105853,0.3151816,0.1350308],"study_design_scores_gemma":[0.0002580135,0.0001206302,0.8467054,0.00007766204,0.00007224098,0.0003188085,0.0001700973,0.01136121,0.002176497,0.002665081,0.1360115,0.00006284814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5729381,0.001198596,0.02111928,0.00117629,0.0002132712,0.0003829009,0.3150952,0.004484426,0.08339193],"genre_scores_gemma":[0.5872459,0.0005851189,0.02935623,0.0006889995,0.000267877,0.000437267,0.3672558,0.0003939817,0.01376883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01625802,"threshold_uncertainty_score":0.03232682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006414396783444219,"score_gpt":0.1983903314535931,"score_spread":0.1919759346701488,"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."}}