{"id":"W4388520911","doi":"10.1093/mnras/stad3439","title":"Stellar properties of an actively accreting Algol-type eclipsing binary 2M16212643+2136590","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Gordon and Betty Moore Foundation","keywords":"Physics; Astrophysics; Accretion (finance); Stars; Binary number; RADIUS; Photosphere; Binary system; Stellar evolution; Binary star; Roche lobe; Stellar mass; Mass transfer; Stellar mass loss; Low Mass; Astronomy; Star formation; Spectral line; Thermodynamics","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":[0.00009991631,0.0002194236,0.0002043975,0.0004517008,0.0003767269,0.0004559861,0.0002349061,0.0002724602,0.001603038],"category_scores_gemma":[0.0001786096,0.0001003717,0.0001925085,0.0003802121,0.0001396238,0.0001515428,0.0003125872,0.0001483443,0.0005663219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002807996,"about_ca_system_score_gemma":0.0001035406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002486392,"about_ca_topic_score_gemma":0.002383023,"domain_scores_codex":[0.9999542,0.000004718943,0.000003354655,0.00001305219,0.00001200497,0.00001263995],"domain_scores_gemma":[0.9998872,0.00001470989,0.00003390226,0.00001160694,0.0000151853,0.00003744516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000531026,0.0002107909,0.8401397,0.00006553998,0.0001359925,0.001215313,0.0002144735,0.01890621,0.1274698,0.001223626,0.0009116051,0.008976076],"study_design_scores_gemma":[0.00005844337,0.0002710354,0.9278522,0.000009078025,0.00004714932,0.0006618099,0.000295895,0.05887847,0.009365837,0.0005154149,0.002025559,0.00001911921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992468,0.00002228515,0.00008484177,0.000008519222,0.000001300367,0.000001639697,0.0001261033,0.00001120987,0.0004973787],"genre_scores_gemma":[0.9991946,0.000006751921,0.0001129906,0.000003932127,0.000001892891,0.000001695919,0.000419967,0.000005268581,0.0002529632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002486392,"threshold_uncertainty_score":0.005362689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046280226733996,"score_gpt":0.2239640853519455,"score_spread":0.2035012830846055,"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."}}