{"id":"W1636769728","doi":"10.1017/s0252921100010927","title":"Multiperiodicity in pulsating red giants","year":2004,"lang":"en","type":"article","venue":"International Astronomical Union Colloquium","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Cambridge; National Aeronautics and Space Administration; National Science Foundation","keywords":"Astrophysics; Physics; Stars; Galaxy; Red giant; Interpretation (philosophy); Local Group; Astronomy; Red-giant branch; Philosophy; Globular cluster; Milky Way; Linguistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001837721,0.00008177018,0.0001500142,0.0008713329,0.0002152848,0.0003632706,0.0001076819,0.0001581917,0.0008185928],"category_scores_gemma":[0.0009787873,0.00008997297,0.00008105339,0.0005726746,0.0003320859,0.000255922,0.0003627482,0.000128448,0.0001288477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001804136,"about_ca_system_score_gemma":0.00006830278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004244116,"about_ca_topic_score_gemma":0.0005131852,"domain_scores_codex":[0.999933,0.000008347595,0.000005310874,0.00002094994,0.00001682285,0.0000155705],"domain_scores_gemma":[0.9992254,0.0001916489,0.0003768103,0.00006132433,0.0000692219,0.00007567534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003219429,0.0000432566,0.8769297,0.00007781934,0.00005722354,0.0009165377,0.000808981,0.001938228,0.08208657,0.002031639,0.0003821033,0.0344059],"study_design_scores_gemma":[0.000009225769,0.00006237102,0.9929172,0.000008513965,0.00001491218,0.001418467,0.0001102155,0.00167419,0.001343708,0.001608101,0.0008257041,0.000007457018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983435,0.0002422988,0.0006818925,0.00002983635,0.000003634371,0.000002987144,0.00006208556,0.00001810857,0.0006156063],"genre_scores_gemma":[0.9995122,0.00005257693,0.0002186304,0.00001089268,0.000007728378,0.000002332268,0.00005919897,0.000002834894,0.0001336145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008713329,"threshold_uncertainty_score":0.002738416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105627100032015,"score_gpt":0.2387789631287468,"score_spread":0.2282162531255453,"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."}}