{"id":"W2801102073","doi":"10.3847/1538-4357/aab8f2","title":"A Solar-flux Line-broadening Analysis","year":2018,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Physics; Flux (metallurgy); Astrophysics; Line (geometry); Solar rotation; Spectral line; Radial velocity; Rotation (mathematics); Fourier transform; Computational physics; Fourier analysis; Solar physics; Stellar rotation; Residual; Stellar atmosphere; Optics; Stars; Astronomy; Geometry","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":[0.0001745131,0.0001640929,0.000253514,0.00008183543,0.0005795404,0.0002460831,0.0003951948,0.00002647499,0.0006309585],"category_scores_gemma":[0.000008436639,0.0001040682,0.0004518142,0.0005457195,0.000170331,0.0001461488,0.0000895835,0.000595099,0.0003370489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002037973,"about_ca_system_score_gemma":0.00004921488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003608189,"about_ca_topic_score_gemma":0.000003674839,"domain_scores_codex":[0.9988572,0.00009845513,0.0002198934,0.0001598393,0.0002853699,0.0003792678],"domain_scores_gemma":[0.9991968,0.00007808815,0.0001497985,0.0002802206,0.0001375625,0.0001575212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001125318,0.002184917,0.259916,0.00001194377,0.02522059,0.00009710604,0.01027055,0.03037604,0.1177712,0.1377812,0.01549745,0.3997477],"study_design_scores_gemma":[0.004369844,0.001843984,0.1677856,0.0000883609,0.008108156,0.0001222974,0.005336824,0.7161135,0.01935014,0.0630427,0.01189356,0.001945072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6490201,0.000005051737,0.349133,0.0003910021,0.0001492803,0.00003426061,0.000007983432,0.00001481725,0.001244516],"genre_scores_gemma":[0.9912557,5.352576e-7,0.004256044,0.00006230985,0.003542355,0.000002542028,0.000009033176,0.00001676637,0.0008547167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6857374,"threshold_uncertainty_score":0.6908553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008204360606201068,"score_gpt":0.2464092678932451,"score_spread":0.2382049072870441,"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."}}