{"id":"W4293147025","doi":"10.3847/psj/ac66eb","title":"Apophis Planetary Defense Campaign","year":2022,"lang":"en","type":"article","venue":"The Planetary Science Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Planetary Science Division; Science Mission Directorate; Jet Propulsion Laboratory; Ames Research Center; Ministry of Science and Higher Education of the Russian Federation; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Queen's University; California Institute of Technology; European Commission; Moscow Center of Fundamental and Applied Mathematics; Nuclear Safety and Security Commission; Brinson Foundation; National Research Foundation; Space Telescope Science Institute; University of Arizona; Russian Academy of Sciences; Queen's University Belfast; National Aeronautics and Space Administration","keywords":"Asteroid; Near-Earth object; Aeronautics; Computer science; Astrobiology; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006225036,0.0003207747,0.000191337,0.0005602043,0.0005061086,0.0006174727,0.0003211342,0.0003321527,0.01795782],"category_scores_gemma":[0.001245058,0.00009174692,0.0001544856,0.0004308587,0.0001845886,0.0005440784,0.0008163354,0.0008037672,0.004803701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006510144,"about_ca_system_score_gemma":0.0005472309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01300487,"about_ca_topic_score_gemma":0.02089079,"domain_scores_codex":[0.999498,0.00008111613,0.00001381878,0.00008831007,0.0002554153,0.00006329572],"domain_scores_gemma":[0.9991218,0.0002413977,0.00006848126,0.00016746,0.0003315018,0.00006931295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001793686,0.0006402847,0.1075839,0.0003602174,0.0001494105,0.001400182,0.001122072,0.03672361,0.01409178,0.01087579,0.5797942,0.2454648],"study_design_scores_gemma":[0.0002463456,0.0008815383,0.1571402,0.0001234324,0.00005356632,0.0003109996,0.001145413,0.03024162,0.008879851,0.002638245,0.7982791,0.00005973556],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4009727,0.000356677,0.01464108,0.00250975,0.0008170905,0.001356413,0.09439988,0.003730825,0.4812156],"genre_scores_gemma":[0.8441329,0.0002423141,0.007981357,0.0006169358,0.0001895625,0.0004938636,0.07476941,0.0004637712,0.07110997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01795782,"threshold_uncertainty_score":0.06007487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008538972792312634,"score_gpt":0.1958528447445874,"score_spread":0.1873138719522748,"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."}}