{"id":"W4384963985","doi":"10.3847/1538-4357/acd4c1","title":"Properties of Binary Systems in a One-dimensional Approximation","year":2023,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Physics; Subgiant; Binary star; Stellar evolution; Binary number; Stars; Astrophysics; Roche lobe; Equipotential; Stellar mass; Asteroseismology; Star formation; Quantum mechanics","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":[0.0003295066,0.0001928465,0.0003483516,0.001001432,0.0005488301,0.001065068,0.0003671514,0.0003417258,0.002279074],"category_scores_gemma":[0.001868212,0.0001643029,0.000276333,0.0006225671,0.0005117662,0.0005781904,0.0004271507,0.000293665,0.0003188325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005450973,"about_ca_system_score_gemma":0.0002939356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002482593,"about_ca_topic_score_gemma":0.000902144,"domain_scores_codex":[0.9998487,0.00003270549,0.00001254368,0.00002106386,0.00005873934,0.0000262193],"domain_scores_gemma":[0.9992829,0.0003599025,0.00009594779,0.00006800064,0.000134567,0.00005872318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006330285,0.00004739564,0.0168273,0.0001195091,0.00003855127,0.0002252777,0.0001943583,0.8717161,0.008201402,0.09224706,0.0009510186,0.009368738],"study_design_scores_gemma":[0.000006867487,0.00001576661,0.004754963,0.00001039631,0.000006592335,0.00007302275,0.00002408894,0.9821415,0.001462642,0.01059227,0.0009027775,0.000009187777],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289693,0.0006661694,0.04107083,0.000157367,0.00003651646,0.00002738845,0.0005671728,0.0002999327,0.02820525],"genre_scores_gemma":[0.9943779,0.0001167926,0.004282593,0.00001411518,0.00001004756,0.00001657306,0.0002406405,0.00003505492,0.0009062741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002482593,"threshold_uncertainty_score":0.007624269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02833854529416548,"score_gpt":0.2223841826335907,"score_spread":0.1940456373394252,"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."}}