{"id":"W4415377788","doi":"10.1093/mnras/staf1813","title":"TRAPUM search for pulsars in supernova remnants and pulsar wind nebulae – II. Survey analysis and population study","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"National Science Foundation, United Arab Emirates; Science and Technology Facilities Council; Commonwealth Scientific and Industrial Research Organisation","keywords":"Pulsar; Supernova; Flux (metallurgy); Supernova remnant; Population; Polarimetry","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":[0.000721272,0.0003138776,0.0002928243,0.001421396,0.0003433209,0.0005104226,0.0004991236,0.0002118064,0.001351509],"category_scores_gemma":[0.001393429,0.0001523375,0.0005265549,0.0005660178,0.0001640725,0.0002728511,0.0006615543,0.0001714062,0.0003532978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002977889,"about_ca_system_score_gemma":0.0002832802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004475774,"about_ca_topic_score_gemma":0.005073772,"domain_scores_codex":[0.9997081,0.00009317911,0.00001418718,0.00007670247,0.0000493508,0.00005843642],"domain_scores_gemma":[0.9993491,0.0002094151,0.0001012004,0.0001121094,0.0001310094,0.00009722707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003614424,0.0001573046,0.9234789,0.00005219501,0.0001802385,0.0003845165,0.0003442188,0.01219251,0.02299485,0.0008435207,0.0008832791,0.03812704],"study_design_scores_gemma":[0.00005643743,0.0006640787,0.8282858,0.00001007867,0.0001103856,0.002451534,0.0006840212,0.1406793,0.02196692,0.0005525968,0.004496582,0.00004233447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949215,0.00002891879,0.003916408,0.00001491011,0.000001484334,0.00002540716,0.0005434796,0.00008268231,0.0004651539],"genre_scores_gemma":[0.9904559,0.00003570877,0.005764465,0.00001307538,0.000002725506,0.00005116251,0.002866518,0.00001936467,0.0007909298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004475774,"threshold_uncertainty_score":0.00889945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423098449098153,"score_gpt":0.3086546679477156,"score_spread":0.2944236834567341,"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."}}