{"id":"W2526275892","doi":"10.15200/winn.147463.35037","title":"Science AMA Series: Hi Reddit, we’re Benoit Lavraud, Bill Peterson, and Andrew Yau. We’re all part of AGU’s Geophysical Research Letters and investigate Sun-Earth magnetic fields. Ask us anything!","year":2016,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Space weather; Space physics; Geomagnetic storm; Solar wind; Space Science; Ionosphere; Van Allen Probes; Storm; Earth's magnetic field; Geophysics; Magnetosphere; Space environment; Interplanetary spaceflight; Meteorology; Physics; Van Allen radiation belt; Astronomy; Plasma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009070945,0.0004390305,0.0005417836,0.0002738493,0.0004442926,0.0003166297,0.0008400945,0.00018033,0.0002553759],"category_scores_gemma":[0.00007230541,0.000277673,0.00009975509,0.0005211612,0.00236651,0.0003790265,0.000719396,0.001018537,0.00004834396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002530076,"about_ca_system_score_gemma":0.0002732571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143355,"about_ca_topic_score_gemma":0.0003659532,"domain_scores_codex":[0.9970707,0.0002327895,0.0003825317,0.0007604349,0.0007509001,0.0008026516],"domain_scores_gemma":[0.9978324,0.0003803655,0.0002215192,0.00109171,0.0001952788,0.0002787515],"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":[0.00007421335,0.00006769686,0.0008628421,0.0001385605,0.00009367013,0.00001429972,0.001845276,0.000005731509,0.001006189,0.0003643995,0.9946246,0.0009024785],"study_design_scores_gemma":[0.0007509174,0.0004456364,0.0009817008,0.0005306212,0.0001443015,0.00001236201,0.0009977674,0.0001912901,0.0003431839,0.002700271,0.9922804,0.0006215369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.5078391,0.0005102703,0.00001080018,0.01201723,0.0007392299,0.000738177,0.477704,0.00003155182,0.0004095482],"genre_scores_gemma":[0.4553678,0.009398579,0.001293492,0.005835302,0.008919682,0.0004433685,0.4809242,0.000582186,0.03723538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05247134,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187315135673009,"score_gpt":0.2665582348970074,"score_spread":0.2446850835402773,"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."}}