{"id":"W2060407339","doi":"10.1088/0004-637x/715/1/51","title":"OBSERVATIONS OF DOPPLER BOOSTING IN KEPLER LIGHT CURVES","year":2010,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Science and Technology Facilities Council","keywords":"Physics; Astrophysics; Brightness; Light curve; White dwarf; Amplitude; Radial velocity; Doppler effect; Primary (astronomy); Stars; Effective temperature; Astronomy; Photometry (optics); Mass ratio; 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":[0.000241325,0.0002289369,0.0002629845,0.001388835,0.0002884692,0.0004903089,0.0001880024,0.0002735711,0.001104794],"category_scores_gemma":[0.001762745,0.0001781062,0.0001405745,0.0008025224,0.0002334831,0.0002896026,0.0004832701,0.000357612,0.0007171371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002986945,"about_ca_system_score_gemma":0.00008978493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009510272,"about_ca_topic_score_gemma":0.001401279,"domain_scores_codex":[0.9998167,0.00001815035,0.000009779284,0.00005440638,0.00006338533,0.00003754314],"domain_scores_gemma":[0.9989361,0.0002187598,0.0003262021,0.0001417253,0.0002245547,0.0001526109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003802953,0.00006042884,0.7210748,0.00008608442,0.00006241786,0.0005403591,0.001134348,0.001352067,0.2240289,0.0009578659,0.001467542,0.04885496],"study_design_scores_gemma":[0.000005376772,0.00005572809,0.9827822,0.00001183719,0.00001812305,0.0007678721,0.00009343446,0.001236686,0.01054538,0.0003109562,0.004151384,0.00002113764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870046,0.000313426,0.002076468,0.00004849889,0.00001893959,0.00001338908,0.0003397592,0.0002739442,0.009910951],"genre_scores_gemma":[0.9982645,0.0001047926,0.0007734043,0.00001789924,0.00001298194,0.000003724061,0.0002123204,0.00002404963,0.0005863984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001388835,"threshold_uncertainty_score":0.003695905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898391482446251,"score_gpt":0.2369556023163055,"score_spread":0.217971687491843,"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."}}