{"id":"W3101127584","doi":"","title":"","year":2019,"lang":"en","type":"article","venue":"Open Research Online (The Open University)","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Research Council; Institut sur la Nutrition et les Aliments Fonctionnels; Jet Propulsion Laboratory; Irish Research Council; European Commission; Leverhulme Trust; California Institute of Technology; National Aeronautics and Space Administration","keywords":"LOFAR; Astrophysics; Radio galaxy; Astronomy; Physics; Galaxy; Radio telescope","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.002008215,0.0002551804,0.0004646935,0.0004506549,0.001696242,0.001385015,0.01491129,0.00008462543,0.002268462],"category_scores_gemma":[0.00002104827,0.0002097474,0.0001213178,0.002981434,0.0004485815,0.002776937,0.01279142,0.001247434,0.0002445174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784746,"about_ca_system_score_gemma":0.0007600893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02294483,"about_ca_topic_score_gemma":0.001035563,"domain_scores_codex":[0.9966163,0.0007208299,0.0002898029,0.0009004229,0.0004461404,0.001026516],"domain_scores_gemma":[0.9966968,0.000443409,0.0001643814,0.001931342,0.000537954,0.0002260977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002328328,0.0007154608,0.29221,0.000003552674,0.0001998829,0.00001345203,0.0001478417,0.0002591074,0.000505314,0.6720207,0.001353886,0.03233808],"study_design_scores_gemma":[0.004720727,0.0004726752,0.04998941,0.00005595364,0.00002612541,0.000001983392,0.02706379,0.001260884,0.0006381375,0.009804395,0.9055375,0.0004284086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8393956,0.000005130569,0.0004862447,0.01518991,0.00006197095,0.00414728,0.0001108329,0.00002432626,0.1405786],"genre_scores_gemma":[0.9249867,0.000006467075,0.004363144,0.0000833965,0.00009370931,0.00002380534,0.0002009158,0.00002946559,0.0702124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9041836,"threshold_uncertainty_score":0.9996517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09966870068213765,"score_gpt":0.3701831482382301,"score_spread":0.2705144475560924,"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."}}