{"id":"W2726861356","doi":"10.3847/1538-4357/aa7de0","title":"Chromospheric Inversions of a Micro-flaring Region","year":2017,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Irish Centre for High-End Computing; Stockholms Universitet; Science and Technology Facilities Council; Instituto de Astrofísica de Canarias; Queen's University; Science Foundation Ireland; Queen's University Belfast","keywords":"Chromosphere; Solar telescope; Sunspot; Photosphere; Astrophysics; Physics; Atmosphere (unit); Solar flare; Line (geometry); Telescope; Astronomy; Spectral line; Magnetic field; Meteorology; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.00007212841,0.00009412065,0.0001538394,0.000009765135,0.0007354794,0.000135873,0.0005132019,0.00001787743,0.00003795449],"category_scores_gemma":[0.000009869755,0.00006154555,0.0001886136,0.00003480069,0.0001637162,0.0001630965,0.0001362955,0.0003754009,0.00002418966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001345443,"about_ca_system_score_gemma":0.00004213179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007951318,"about_ca_topic_score_gemma":9.063145e-7,"domain_scores_codex":[0.9994221,0.00003611485,0.0001345973,0.00008190755,0.0001381787,0.0001871216],"domain_scores_gemma":[0.9991794,0.0000345064,0.0002826486,0.0003690266,0.00005482383,0.00007957764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003386258,0.0009466843,0.3332753,0.0000223997,0.001002022,0.00006777287,0.00224382,0.002328524,0.4484185,0.08814263,0.004787215,0.1184265],"study_design_scores_gemma":[0.006789901,0.0009214653,0.8004801,0.0005355495,0.0007593208,0.0002889544,0.004815916,0.05612808,0.04532194,0.07963313,0.003032329,0.001293272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682365,0.000006238186,0.02992933,0.0005648097,0.0001625364,0.00004301458,0.000003095123,0.000004584415,0.001049897],"genre_scores_gemma":[0.9964823,0.000003019902,0.002729957,0.00001173854,0.0005124065,0.000001076375,9.896011e-7,0.00001011732,0.0002483647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4672048,"threshold_uncertainty_score":0.5656787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115668867935313,"score_gpt":0.2311921953412568,"score_spread":0.2196253085477255,"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."}}