{"id":"W2105640984","doi":"10.1086/427208","title":"Pulsar Birthrates from the Parkes Multibeam Survey","year":2004,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Pulsar; Physics; Astrophysics; Population; Luminosity; Astronomy; Millisecond pulsar; Galaxy; Demography","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":[0.0005293452,0.0001858938,0.0002451095,0.002322486,0.000226688,0.0004146231,0.0002363534,0.0001820112,0.001177738],"category_scores_gemma":[0.002521465,0.0001749894,0.0002203577,0.00109328,0.0001527717,0.0003800729,0.000724792,0.0001952286,0.000501212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931454,"about_ca_system_score_gemma":0.0001050136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003655393,"about_ca_topic_score_gemma":0.005254917,"domain_scores_codex":[0.999658,0.00005586669,0.00004343154,0.00008514137,0.00009746735,0.00006012737],"domain_scores_gemma":[0.9975128,0.0005666645,0.001102746,0.0002675344,0.0003244402,0.0002257985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005207252,0.000006529722,0.9933351,0.00001607598,0.0000310123,0.00008537486,0.0001723474,0.0001504858,0.0007647711,0.0000587526,0.000241465,0.005086035],"study_design_scores_gemma":[0.000001779844,0.00001695365,0.9984327,0.000003110524,0.000006825214,0.0002474193,0.00005408004,0.0001331116,0.0002216962,0.00001564757,0.0008636215,0.000003094626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971173,0.0001644244,0.000149475,0.00001583342,0.000001718969,0.000005924228,0.002073102,0.000009110855,0.0004631978],"genre_scores_gemma":[0.9889591,0.0004658136,0.0003132461,0.00001836357,0.000009485032,0.00001850428,0.009431782,0.00001105639,0.0007726776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003655393,"threshold_uncertainty_score":0.00726825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836905341264763,"score_gpt":0.3116395940540451,"score_spread":0.2932705406413975,"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."}}