{"id":"W2789198659","doi":"10.1093/mnras/sty564","title":"High-resolution Observations of Low-luminosity Gigahertz-Peaked Spectrum and Compact Steep Spectrum Sources","year":2018,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"GNSS positioning and interference","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"","keywords":"Physics; Astrophysics; Spectral line; Luminosity; Spectral density; Radio spectrum; Spectral shape analysis; COSMIC cancer database; Astronomy; Statistics; 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":[0.0002521886,0.000180034,0.0002387563,0.00109058,0.0003328022,0.0004006409,0.0004119052,0.0002317706,0.0006760625],"category_scores_gemma":[0.0007297947,0.0002427109,0.0002110154,0.0007525305,0.0002490506,0.000311214,0.000560239,0.0002372513,0.0001978362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000237245,"about_ca_system_score_gemma":0.0001066224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00315072,"about_ca_topic_score_gemma":0.007416008,"domain_scores_codex":[0.9998893,0.0000130256,0.000008596903,0.0000297112,0.00003444968,0.00002498626],"domain_scores_gemma":[0.9993342,0.0001033125,0.000212187,0.00009336196,0.00007111991,0.0001858478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001374196,0.00006008109,0.9252123,0.0000461263,0.00007190265,0.0002925851,0.000657256,0.001130382,0.05680081,0.0003035792,0.0003150751,0.01497256],"study_design_scores_gemma":[0.000005075661,0.00002080443,0.9981988,0.000001778651,0.00001203513,0.0001155065,0.00004703407,0.0006623131,0.0006539483,0.00005753532,0.0002211648,0.000004075049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987763,0.00004160156,0.0004972362,0.00001146364,9.595786e-7,0.000005467627,0.0001616599,0.0000195038,0.0004859082],"genre_scores_gemma":[0.9983898,0.00002829164,0.0008620506,0.00001399324,0.000005639517,0.000007007924,0.0005181284,0.000005893278,0.0001692725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00315072,"threshold_uncertainty_score":0.006264806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024565591778824,"score_gpt":0.1869879419080148,"score_spread":0.1767422859902266,"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."}}