{"id":"W4381717002","doi":"10.1093/mnras/stad1900","title":"The MPIfR–MeerKAT Galactic Plane Survey – I. System set-up and early results","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Science and Technology Facilities Council; National Metrology Institute of South Africa; Bundesministerium für Bildung und Forschung; Observatoire de Paris, Université de Recherche Paris Sciences et Lettres; National Research Foundation; Max-Planck-Gesellschaft; Universities Space Research Association; Istituto Nazionale di Astrofisica; National Science Foundation","keywords":"Physics; Galactic plane; LOFAR; Pulsar; Astronomy; Jansky; Astrophysics; Interstellar medium; Neutron star; Milky Way; Galactic astronomy; Radio telescope; 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":[0.003235666,0.001204627,0.0005906116,0.002232552,0.0007381791,0.001438991,0.00126894,0.0007557368,0.005755358],"category_scores_gemma":[0.001618589,0.0006462249,0.0004339874,0.002222965,0.0003994447,0.0007563935,0.001674206,0.0006243697,0.008298478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002058216,"about_ca_system_score_gemma":0.00205027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04669826,"about_ca_topic_score_gemma":0.03028778,"domain_scores_codex":[0.9982976,0.0004759312,0.00005973922,0.0003335134,0.0004441617,0.0003891222],"domain_scores_gemma":[0.9987665,0.00007315596,0.0001295956,0.0003162865,0.0003929605,0.0003215956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003706667,0.0009703098,0.3156585,0.001299812,0.0005750453,0.0007287738,0.001242793,0.01582388,0.04754059,0.00782319,0.1781404,0.42649],"study_design_scores_gemma":[0.0006367313,0.001323011,0.6224943,0.0002180367,0.0001550818,0.0005457583,0.0003375518,0.01060354,0.02211151,0.001333366,0.3400676,0.0001734102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4878528,0.004662401,0.08245558,0.002518398,0.0002682895,0.006701889,0.3101487,0.0332671,0.07212476],"genre_scores_gemma":[0.3455305,0.001326749,0.2047316,0.0006531354,0.0002874663,0.004937621,0.4298182,0.001744265,0.01097055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04669826,"threshold_uncertainty_score":0.09285289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695058569357956,"score_gpt":0.2732171574540048,"score_spread":0.2562665717604253,"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."}}