{"id":"W2122026050","doi":"10.48550/arxiv.0907.2463","title":"Binary planetary nebulae nuclei towards the Galactic bulge. II. A penchant for bipolarity and low-ionisation structures","year":2009,"lang":"en","type":"article","venue":"arXiv (Cornell University)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre for Research in Astrophysics of Québec","funders":"","keywords":"Planetary nebula; Physics; Bulge; Astrophysics; Stars; Astronomy; Binary number; Common envelope; Ionization; Doubly ionized oxygen; Envelope (radar); Spectral line; Emission spectrum; Ion","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":[0.0001133838,0.0001602398,0.000146607,0.0005773679,0.0005162209,0.0005930332,0.000144433,0.0001270308,0.00300551],"category_scores_gemma":[0.0003248388,0.00008100887,0.00004992434,0.0002673918,0.0003875544,0.0003688099,0.0004824548,0.0001343212,0.0008273949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002662128,"about_ca_system_score_gemma":0.00009781413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00183594,"about_ca_topic_score_gemma":0.003319289,"domain_scores_codex":[0.9999529,0.000004296818,0.00000244996,0.00001650209,0.00001163457,0.00001206179],"domain_scores_gemma":[0.9998772,0.00001006593,0.00004578238,0.00001262465,0.0000189743,0.00003541113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003324884,0.00002872555,0.8880304,0.00009898987,0.00002679877,0.0006006141,0.0006961914,0.0001537707,0.03191549,0.002045382,0.00111981,0.07495141],"study_design_scores_gemma":[0.000008934781,0.00007374576,0.9893672,0.0000265404,0.00001140225,0.001393972,0.0005146696,0.0001249993,0.0017868,0.001094442,0.005594372,0.000002967853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889928,0.002049953,0.0004839109,0.000134791,0.00001609416,0.0000108534,0.0002065953,0.00002650246,0.00807843],"genre_scores_gemma":[0.9974485,0.0005449041,0.0002716426,0.00005600303,0.00001510424,0.000004499813,0.0002423999,0.000004401262,0.001412439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00300551,"threshold_uncertainty_score":0.01005441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03634152579606283,"score_gpt":0.1821342898381397,"score_spread":0.1457927640420768,"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."}}