{"id":"W2005699507","doi":"10.1007/s10509-012-1331-z","title":"On the metallicity dependence of classical Cepheid light amplitudes","year":2012,"lang":"en","type":"article","venue":"Astrophysics and Space Science","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Cepheid variable; Metallicity; Milky Way; Amplitude; Cosmology; COSMIC cancer database; Light curve; Parallax","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":[0.000354797,0.0001273694,0.0001361976,0.00003713989,0.0004034885,0.00007831905,0.0003151724,0.00001354853,0.00006533704],"category_scores_gemma":[0.00001712843,0.00008448624,0.00005194912,0.0003663616,0.0004815849,0.000600751,0.0001264397,0.0001109288,0.00002506185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002455332,"about_ca_system_score_gemma":0.00006184311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005859119,"about_ca_topic_score_gemma":0.000002562346,"domain_scores_codex":[0.9988769,0.0000295566,0.0001473445,0.0001826672,0.0004063729,0.0003571928],"domain_scores_gemma":[0.9992573,0.00007742427,0.0001363724,0.0002965921,0.0001029166,0.0001294063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000003569412,0.00009976507,0.2787501,0.00000280427,0.00001070273,1.485756e-9,0.0006999122,0.00001742592,0.0128358,0.7072111,0.00009167301,0.0002771433],"study_design_scores_gemma":[0.00009856224,0.00006417934,0.9677274,0.00001084681,0.00001447799,3.808505e-7,0.0004875788,0.0007331489,0.01301245,0.0174669,0.0002548274,0.0001292134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917883,0.00001627927,0.006059411,0.0004332873,0.00009710571,0.0001053312,0.000007424549,0.00001000977,0.001482876],"genre_scores_gemma":[0.9988076,0.000001622603,0.0009639562,0.000004992645,0.0001156889,0.000007854354,0.000001377744,0.000005947173,0.00009097311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6897442,"threshold_uncertainty_score":0.3445249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011816548774293,"score_gpt":0.2206716454356696,"score_spread":0.2105534799479267,"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."}}