{"id":"W3021938766","doi":"10.1073/pnas.2005076117","title":"Diamonds in the rubble","year":2020,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"National Aeronautics and Space Administration","keywords":"Asteroid; Astrobiology; Solar System; Spacecraft; Rubble; Near-Earth object; Astronomy; Geology; Physics","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":[0.000213513,0.0001165068,0.0001625895,0.0005484102,0.001781225,0.001246165,0.0003251019,0.001171774,0.005621471],"category_scores_gemma":[0.001167253,0.0001325715,0.00010241,0.0002834699,0.002542285,0.001260557,0.001159508,0.001329183,0.0008311183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008023095,"about_ca_system_score_gemma":0.0005248517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004489548,"about_ca_topic_score_gemma":0.009110743,"domain_scores_codex":[0.999871,0.00001973238,0.000002747622,0.00003961279,0.00004108634,0.00002578032],"domain_scores_gemma":[0.999761,0.00006241493,0.00002788659,0.00003750749,0.00004340426,0.00006771219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002466523,0.0000502545,0.005303756,0.0002565022,0.00002226778,0.002862124,0.0141138,0.001174752,0.03688142,0.7759469,0.02476157,0.13838],"study_design_scores_gemma":[0.00005488924,0.00009360252,0.01443564,0.0001905346,0.00001291922,0.00346432,0.005685695,0.0006294568,0.004969017,0.2489204,0.7214829,0.00006062135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6409,0.03256492,0.007190468,0.0150283,0.002305363,0.00003204589,0.0002532277,0.0002520334,0.3014737],"genre_scores_gemma":[0.9343617,0.00254309,0.002529413,0.001485546,0.0002198877,0.000007372755,0.00006905745,0.00004660946,0.05873728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005621471,"threshold_uncertainty_score":0.01880568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420946453736642,"score_gpt":0.2735890888245319,"score_spread":0.2314944434508677,"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."}}