{"id":"W2041085122","doi":"10.1002/2013sw001021","title":"Comment on “NAIRAS aircraft radiation model development, dose climatology, and initial validation” by Mertens et al.","year":2014,"lang":"en","type":"article","venue":"Space Weather","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Archaeology; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0003448538,0.0001415949,0.0001974591,0.00009466122,0.00009289537,0.00002072555,0.00003932223,0.00009006955,0.0001032726],"category_scores_gemma":[0.00005592445,0.0001233304,0.00003216376,0.00007310592,0.00004279306,0.00007975247,0.00001378414,0.0001371995,0.00008375962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004781201,"about_ca_system_score_gemma":0.00005006839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001213701,"about_ca_topic_score_gemma":0.00000260294,"domain_scores_codex":[0.9991562,0.00009668141,0.0001787217,0.0002248282,0.0001745709,0.000168956],"domain_scores_gemma":[0.9995113,0.00008470567,0.00008104262,0.0001822307,0.00003204605,0.0001086791],"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":[0.0006682688,0.0008115115,0.04580119,0.00004872302,0.0002863549,0.000004817257,0.003627164,0.0004738516,0.006967806,0.01786999,0.8984498,0.02499056],"study_design_scores_gemma":[0.005320124,0.0003660113,0.00866433,0.00005154838,0.00005908133,0.00001640128,0.0001074356,0.02035237,0.01995204,0.0006067287,0.9441932,0.000310713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6012706,0.0004928577,0.03979935,0.3402666,0.0003383026,0.0008639431,0.00002791001,0.0002436152,0.01669683],"genre_scores_gemma":[0.8922446,0.000143356,0.002730652,0.1036379,0.00004048802,0.00002878334,0.0001227854,0.00003230906,0.001019151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.290974,"threshold_uncertainty_score":0.5029269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888460584129197,"score_gpt":0.3026804004125389,"score_spread":0.2837957945712469,"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."}}