{"id":"W2053970997","doi":"10.1017/s1743921309030117","title":"GMIMS: the Global Magneto-Ionic Medium Survey","year":2008,"lang":"en","type":"article","venue":"Proceedings of the International Astronomical Union","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Herzberg Institute of Astrophysics","funders":"","keywords":"Ionic bonding; Magneto; Physics; Ion; Magnet","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000443301,0.00009820331,0.0001169278,0.00001792946,0.0001262039,0.00002750346,0.0008807116,0.00003951571,0.0003033234],"category_scores_gemma":[0.0002888885,0.00005126334,0.0001020765,0.000223296,0.0001957272,0.0001272718,0.00007418286,0.0001674389,0.00006481945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001907449,"about_ca_system_score_gemma":0.00003943854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001977929,"about_ca_topic_score_gemma":0.0001495481,"domain_scores_codex":[0.9990567,0.00003438372,0.0002125545,0.0001742134,0.0003360262,0.0001861129],"domain_scores_gemma":[0.9994162,0.0001946539,0.0001256336,0.00006128509,0.0001365878,0.00006566165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008323359,0.00003475101,0.9746454,0.00000221869,0.00002444645,8.151741e-8,0.00001499762,0.000265165,0.0001090437,0.00104223,0.001191454,0.02258696],"study_design_scores_gemma":[0.0001345441,0.00006770903,0.9893727,0.00000569568,0.000005532736,0.000007554488,0.0000111259,0.003172,0.000878108,0.004141463,0.002143306,0.00006022785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901179,0.00002540482,0.00008844063,0.0043109,0.0004967527,0.00009569046,0.00005100079,0.00001360802,0.0048003],"genre_scores_gemma":[0.9984608,0.00000785572,0.0007304007,0.0001303933,0.0002359096,0.000001154825,0.00001370859,0.000001703644,0.0004180301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02252674,"threshold_uncertainty_score":0.3321179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753904301267756,"score_gpt":0.2211190362463251,"score_spread":0.2035799932336475,"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."}}