{"id":"W2965559500","doi":"10.1142/s2251171719500120","title":"Interferometric Fringe Visibility Null as a Function of Spatial Frequency: A Probe of Stellar Atmospheres","year":2019,"lang":"en","type":"article","venue":"Journal of Astronomical Instrumentation","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"U.S. Naval Research Laboratory","keywords":"Physics; Limb darkening; Interferometry; Wavelength; Angular diameter; Astrophysics; Stellar atmosphere; Brightness; Stars; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004692973,0.0002166279,0.0001626711,0.001051106,0.000274826,0.0005801011,0.0004562102,0.0003447869,0.0005370962],"category_scores_gemma":[0.002128959,0.0001597642,0.0001855032,0.0008740365,0.0006181205,0.0008578626,0.000605083,0.0005509544,0.0001069488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247302,"about_ca_system_score_gemma":0.0001761858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315247,"about_ca_topic_score_gemma":0.001214857,"domain_scores_codex":[0.9998224,0.00003421851,0.00000658261,0.00004683959,0.00006264902,0.00002733297],"domain_scores_gemma":[0.9991715,0.0002921991,0.0002309791,0.0001660377,0.00008443978,0.00005483525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004658216,0.0003357184,0.2107639,0.0002347799,0.0001631315,0.0006122452,0.001289851,0.05270682,0.4045377,0.08400109,0.002898919,0.2419901],"study_design_scores_gemma":[0.00007388552,0.000475694,0.3690707,0.00005259894,0.0001040702,0.001521685,0.0004556009,0.4268442,0.1306689,0.04583944,0.02464558,0.0002476436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.583234,0.0006534063,0.4053014,0.0004498185,0.00006929655,0.00004188495,0.0009004194,0.00125578,0.008093958],"genre_scores_gemma":[0.9179795,0.0001767996,0.08114079,0.00005193617,0.00006548919,0.00001789444,0.0002183985,0.00007563431,0.0002736198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001315247,"threshold_uncertainty_score":0.002615154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003594140242792,"score_gpt":0.233584141853008,"score_spread":0.2235482004505801,"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."}}