{"id":"W1768288552","doi":"10.48550/arxiv.astro-ph/0405283","title":"Optical studies of companions to millisecond pulsars","year":2004,"lang":"en","type":"article","venue":"arXiv (Cornell University)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pulsar; Millisecond pulsar; White dwarf; Physics; Astrophysics; Astronomy; Binary pulsar; Globular cluster; Orbital period; Pulsar planet; Binary number; Stars","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":[0.0003350382,0.0001363082,0.0001600532,0.001094521,0.0003693256,0.0004740334,0.0001622895,0.0001901024,0.001711332],"category_scores_gemma":[0.001039846,0.00008952187,0.0001179815,0.0009994598,0.0001658533,0.0005073437,0.0003739043,0.0002153548,0.0003151859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437689,"about_ca_system_score_gemma":0.0001568905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001699256,"about_ca_topic_score_gemma":0.001745352,"domain_scores_codex":[0.999891,0.000009336229,0.000009621052,0.00002977146,0.00003598979,0.0000241954],"domain_scores_gemma":[0.9995511,0.0001000407,0.0002163439,0.00002826623,0.00006703375,0.00003710643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003077343,0.0001675404,0.6148117,0.001473701,0.000155048,0.002136957,0.001819164,0.0003311999,0.06457075,0.004400897,0.00184265,0.3079827],"study_design_scores_gemma":[0.0000125629,0.0003405526,0.9222661,0.0001461634,0.00008671516,0.007841687,0.0006017142,0.0001732937,0.007891264,0.001420805,0.05920931,0.000009797915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9183201,0.05975201,0.001587041,0.0002080998,0.00008489483,0.000040822,0.0004190511,0.00002692823,0.01956113],"genre_scores_gemma":[0.9632596,0.0299697,0.001682593,0.0001314474,0.0001726455,0.00002348851,0.0005698506,0.000006948278,0.004183676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001711332,"threshold_uncertainty_score":0.005725026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08871137204558123,"score_gpt":0.2800832653957886,"score_spread":0.1913718933502074,"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."}}