{"id":"W3160234565","doi":"10.15488/10527","title":"Binary gamma-ray pulsars","year":2021,"lang":"en","type":"dissertation","venue":"Institutional Repository of Leibniz Universität Hannover (Leibniz Universität Hannover)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut National de Physique Nucléaire et de Physique des Particules; Science and Technology Facilities Council; Ministerium für Innovation, Wissenschaft und Forschung des Landes Nordrhein-Westfalen; Istituto Nazionale di Astrofisica; U.S. Department of Energy; Vetenskapsrådet; Max-Planck-Gesellschaft; Ministry of Education, Culture, Sports, Science and Technology; Department of Atomic Energy, Government of India; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Observatoire de Paris, Université de Recherche Paris Sciences et Lettres; High Energy Accelerator Research Organization; Bundesministerium für Bildung und Forschung; Istituto Nazionale di Fisica Nucleare; Deutsche Forschungsgemeinschaft; Centre National de la Recherche Scientifique; Japan Aerospace Exploration Agency; European Commission; Canadian Institute for Advanced Research; Associated Universities; National Aeronautics and Space Administration; National Science Foundation; Science Foundation Ireland; Agenzia Spaziale Italiana","keywords":"Pulsar; Gamma ray; Physics; Astrophysics; Astronomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003902183,0.0002035756,0.0003634231,0.001055144,0.0008899511,0.001986768,0.0002017126,0.0004252566,0.006378965],"category_scores_gemma":[0.00125504,0.0001649984,0.0001280481,0.00163379,0.0004528033,0.0006474708,0.0008612046,0.0005497637,0.003048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004273664,"about_ca_system_score_gemma":0.0003747804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006760155,"about_ca_topic_score_gemma":0.0009378036,"domain_scores_codex":[0.9997161,0.0000236076,0.00001333965,0.0000719061,0.0001362739,0.00003883255],"domain_scores_gemma":[0.9998011,0.00004688708,0.00004239605,0.00003369474,0.00004644019,0.00002941824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004041413,0.0002633779,0.0816218,0.001078651,0.00008373289,0.0005044556,0.003247648,0.0007005857,0.0606963,0.09506191,0.03022632,0.7261111],"study_design_scores_gemma":[0.00007416007,0.0003089012,0.2934129,0.0006395886,0.00009218462,0.002509271,0.001524062,0.001398956,0.02828012,0.04738906,0.6243203,0.00005051026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7025437,0.05310081,0.01663654,0.001436694,0.0006366044,0.0002309938,0.002992352,0.0004235672,0.2219988],"genre_scores_gemma":[0.8414611,0.03285937,0.01506255,0.0004242677,0.0002889099,0.0001143073,0.00672604,0.0001036538,0.1029598],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006378965,"threshold_uncertainty_score":0.02133983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008130125858453784,"score_gpt":0.2636652032829314,"score_spread":0.2555350774244776,"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."}}