{"id":"W4290072630","doi":"10.1038/s41467-022-32288-y","title":"Inferring interiors and structural history of top-shaped asteroids from external properties of asteroid (101955) Bennu","year":2022,"lang":"en","type":"article","venue":"Nature Communications","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Centre National d’Etudes Spatiales; European Commission; Solar System Exploration Research Virtual Institute; National Aeronautics and Space Administration","keywords":"Asteroid; Rubble; Cohesion (chemistry); Astrobiology; Geology; Physics; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007990299,0.00007714069,0.0001350017,0.00005080376,0.0001098759,0.000007989545,0.0006669227,0.00002412405,0.0002804142],"category_scores_gemma":[0.000004891643,0.00007164526,0.0000357775,0.00005945079,0.0001631304,0.0001258386,0.0005469676,0.0004685815,6.319611e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003118255,"about_ca_system_score_gemma":0.00006360007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006513448,"about_ca_topic_score_gemma":0.00007302682,"domain_scores_codex":[0.9993888,0.00009507524,0.0001957914,0.0001071327,0.000129517,0.00008374287],"domain_scores_gemma":[0.9991906,0.00005308318,0.0001556284,0.0005325882,0.00003739514,0.00003066929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005005253,0.00007135606,0.6988206,0.00001486486,0.00007561759,2.368849e-7,0.01038305,0.000147461,0.2768855,0.001728381,0.0001991439,0.01162381],"study_design_scores_gemma":[0.001198896,0.0003423222,0.9164831,0.0002006351,0.0001054821,0.000006509385,0.00922816,0.03190405,0.00555766,0.0008393129,0.03354462,0.0005892345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924233,0.006243116,0.0001219116,0.00009246359,0.0001711163,0.00008001159,0.0001872917,0.000006763605,0.0006740203],"genre_scores_gemma":[0.9975157,0.000006995164,0.002166396,0.00003088959,0.00002226475,0.000008231232,0.00007477921,0.000004649148,0.0001700482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2713278,"threshold_uncertainty_score":0.3070339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826523327298988,"score_gpt":0.2313840824484006,"score_spread":0.2131188491754107,"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."}}