{"id":"W6969437798","doi":"10.5281/zenodo.7660588","title":"Accretion Variability in RU Lup","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Horizon 2020 Framework Programme","keywords":"T Tauri star; Accretion (finance); Accretion disc; Stars; Herbig Ae/Be star","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":[0.0004947926,0.0001670003,0.0002726665,0.000685492,0.0005809062,0.0005599188,0.0001470152,0.0002439454,0.001286984],"category_scores_gemma":[0.0006457295,0.00006188716,0.0001366115,0.0003460936,0.0002636176,0.0001798554,0.0007929641,0.0002438326,0.0002792538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005314866,"about_ca_system_score_gemma":0.0001219151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002644101,"about_ca_topic_score_gemma":0.002331301,"domain_scores_codex":[0.9998648,0.00002393276,0.000003275064,0.00005123614,0.00002043203,0.00003640022],"domain_scores_gemma":[0.9998142,0.00003925632,0.0000381515,0.00001931526,0.00003822828,0.00005080344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001965471,0.0002387923,0.6299624,0.0002224152,0.0002683907,0.005210065,0.002925351,0.003771591,0.1734347,0.01319718,0.02172715,0.1470764],"study_design_scores_gemma":[0.0000266981,0.0001727023,0.9647201,0.00003092524,0.00003812048,0.001186922,0.0002199329,0.002402879,0.003909716,0.002418347,0.02485093,0.00002277431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903026,0.001257206,0.0005846298,0.0004295727,0.00005477477,0.000007457845,0.0003367399,0.00008101613,0.006945907],"genre_scores_gemma":[0.9979455,0.0001110058,0.000203682,0.00006962145,0.00008097716,0.000003996565,0.0004073652,0.00002051715,0.001157422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002644101,"threshold_uncertainty_score":0.005257487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536341469930228,"score_gpt":0.2627082675137327,"score_spread":0.2373448528144304,"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."}}