{"id":"W2109942349","doi":"10.1111/j.1365-2966.2006.10887.x","title":"The Parkes Multibeam Pulsar Survey – VI. Discovery and timing of 142 pulsars and a Galactic population analysis","year":2006,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":563,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pulsar; Physics; Astrophysics; Galactic plane; Galaxy; Population; Astronomy; X-ray pulsar; Luminosity; Binary pulsar; Millisecond pulsar","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004627064,0.0001293915,0.0002638886,0.00001969855,0.0002603234,0.000100776,0.0001885377,0.00003804502,0.000007899147],"category_scores_gemma":[0.00002069113,0.00008114203,0.0002796531,0.0001617885,0.0002698467,0.0001352672,0.0001611297,0.0001380532,2.33758e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002369734,"about_ca_system_score_gemma":0.00001878209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006532832,"about_ca_topic_score_gemma":0.000220473,"domain_scores_codex":[0.9988849,0.0001443547,0.0003295778,0.0002086793,0.0002102906,0.000222228],"domain_scores_gemma":[0.9987922,0.0006573887,0.0002597368,0.0001897225,0.00005729204,0.00004366564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000424747,0.00006880242,0.8419029,0.000009208135,0.0003284597,1.029107e-8,0.00005709175,0.1566807,0.00006941454,0.0001089167,0.00007890405,0.0006531141],"study_design_scores_gemma":[0.0001777849,0.00001475549,0.753477,0.000006581311,0.0001311243,1.514776e-9,0.0001480809,0.2455336,0.0001047984,0.0003279352,0.00001619176,0.00006215805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987721,0.0001452384,0.00005503781,0.0001334765,0.00002749045,0.0001476475,0.0006487131,0.00000125279,0.00006898939],"genre_scores_gemma":[0.9984812,3.381569e-7,0.0005333834,0.000003049383,0.00005486689,0.000006197315,0.0002251066,0.000008501048,0.000687385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08885291,"threshold_uncertainty_score":0.9875731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009229460066372812,"score_gpt":0.2652774859376006,"score_spread":0.2560480258712278,"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."}}