{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00217966,0.0001909553,0.0001717875,0.0001715095,0.004116913,0.0002176194,0.001919576,0.00001126472,0.01042916],"category_scores_gemma":[0.000006801786,0.0001299987,0.00008316763,0.0006942347,0.0005507947,0.0005351787,0.0002205207,0.000949422,0.0002431353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004095212,"about_ca_system_score_gemma":0.0004479622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004751532,"about_ca_topic_score_gemma":0.000008151113,"domain_scores_codex":[0.9973146,0.000161796,0.0003001517,0.0003173409,0.001178497,0.000727612],"domain_scores_gemma":[0.9989156,0.0001406583,0.0002132345,0.0003821937,0.0000347586,0.000313597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001995255,0.0001818498,0.7029952,0.000004171033,0.00008274333,0.0002595214,0.00377091,0.2176275,0.002623321,0.002270289,0.04534514,0.02463982],"study_design_scores_gemma":[0.001586483,0.001289065,0.7037727,0.00002122725,0.0001885352,0.00908366,0.01632647,0.06533947,0.0002563543,0.01280566,0.1877057,0.001624656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798353,0.0003299334,0.0006055814,0.001217275,0.001671159,0.0001992103,0.0003307638,0.00003396245,0.01577685],"genre_scores_gemma":[0.9978585,0.000004170913,0.0005505185,0.0005366848,0.000464786,0.000003562821,0.0001132694,0.000006674873,0.0004618072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.152288,"threshold_uncertainty_score":0.9971796,"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."}}