{"id":"W2152225888","doi":"10.1093/mnras/stv619","title":"Mass transfer from giant donors","year":2015,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Western Canada Research Grid; Compute Canada; National Science Foundation","keywords":"Physics; Roche lobe; Astrophysics; Mass transfer; Lagrangian point; Critical mass (sociodynamics); Convection; Radiative transfer; Mass ratio; Binary number; Envelope (radar); Solar mass; Luminosity; Mechanics; Stars; Binary star; Astronomy; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001416944,0.0002115809,0.0003349909,0.000006093448,0.0001099606,0.00003288363,0.0003971216,0.00006125114,0.000229636],"category_scores_gemma":[0.000007059644,0.0001463162,0.0004426017,0.00004827113,0.0001875881,0.00006129505,0.00009757126,0.0002202002,0.00003810852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004180699,"about_ca_system_score_gemma":0.00004934636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00358838,"about_ca_topic_score_gemma":0.00003078479,"domain_scores_codex":[0.9988647,0.00005876588,0.0002968469,0.000262683,0.0002118625,0.0003051455],"domain_scores_gemma":[0.9992619,0.0001696023,0.00008920604,0.0003004664,0.00004187665,0.0001369591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004230928,0.00007328332,0.8180876,0.000003855312,0.0003442101,5.268278e-8,0.000792683,0.1767218,0.000004924911,0.00006262118,0.003075651,0.0007909602],"study_design_scores_gemma":[0.001439872,0.00007031464,0.8721308,0.00002398128,0.000315189,2.520635e-9,0.001756716,0.1195582,0.0008505181,0.0003971485,0.003149453,0.0003078548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795461,0.0001852849,0.0004485286,0.0004846061,0.0005010986,0.0001621984,0.000123975,0.00001785831,0.0185303],"genre_scores_gemma":[0.9968833,1.133822e-7,0.00220465,0.00003969017,0.0005046885,0.000007667604,0.00003686029,0.00001540938,0.0003076086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05716364,"threshold_uncertainty_score":0.5966602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282363666116132,"score_gpt":0.1996817449567521,"score_spread":0.1868581082955908,"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."}}