{"id":"W7135694576","doi":"","title":"Stability of stars undergoing rapid mass loss","year":2021,"lang":"en","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Common envelope; Mass transfer; Binary number; Binary star; Neutron star; Gravitational wave; Stars; Binary black hole; Stellar evolution; Roche lobe","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001977052,0.0001602439,0.0003244269,0.000503191,0.0005616714,0.001095832,0.0002721775,0.0004390832,0.002082727],"category_scores_gemma":[0.001358908,0.0001249223,0.0002426774,0.0002274975,0.0005278272,0.0006048955,0.0008043174,0.0003645991,0.0008027029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005073804,"about_ca_system_score_gemma":0.000272529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008681506,"about_ca_topic_score_gemma":0.0003086857,"domain_scores_codex":[0.9999273,0.00000882491,0.000003564274,0.00002443458,0.00002072036,0.00001509317],"domain_scores_gemma":[0.999774,0.00003337524,0.00008076226,0.00002567935,0.00004106132,0.00004498416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009097192,0.000232757,0.1552779,0.000424574,0.0002377319,0.001619174,0.001489153,0.2686509,0.1511017,0.3070657,0.01018045,0.1028103],"study_design_scores_gemma":[0.0001106621,0.000531499,0.1069121,0.00009777711,0.0000583384,0.001229908,0.0006760442,0.629469,0.01965758,0.2255698,0.01560728,0.00008012776],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743543,0.0014577,0.008008813,0.0003560793,0.00007446036,0.00001342887,0.0002112858,0.0001154457,0.01540845],"genre_scores_gemma":[0.9967808,0.0002737618,0.0004596806,0.00003113514,0.00002108397,0.000007206289,0.0001251732,0.00001903678,0.002282144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002082727,"threshold_uncertainty_score":0.006967425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008931422841180486,"score_gpt":0.2809731022688774,"score_spread":0.2720416794276969,"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."}}