{"id":"W3163160773","doi":"10.3847/psj/abfd3c","title":"Regional Photometric Modeling of Asteroid (101955) Bennu","year":2021,"lang":"en","type":"article","venue":"The Planetary Science Journal","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; York University","funders":"Science and Technology Facilities Council","keywords":"Asteroid; Albedo (alchemy); Surface roughness; Pixel; Geology; Asymmetry; Surface finish; Remote sensing; Physics; Optics; Astronomy; Materials science","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":[0.0003152517,0.0003200422,0.0004221176,0.0008549442,0.0004899235,0.0007530407,0.0005312217,0.0004265965,0.0008197532],"category_scores_gemma":[0.0005858774,0.000248771,0.0005530487,0.0006480807,0.0003100708,0.0003935487,0.0004243841,0.000251611,0.0001829108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619163,"about_ca_system_score_gemma":0.0003531729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06357701,"about_ca_topic_score_gemma":0.06015631,"domain_scores_codex":[0.99983,0.000020461,0.000005058719,0.00008381038,0.00003226738,0.00002834813],"domain_scores_gemma":[0.9998641,0.00002212188,0.00002172448,0.00003084858,0.0000488226,0.00001236842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002415684,0.0001089213,0.2105832,0.0001008331,0.0001569722,0.0003273856,0.0005708719,0.72078,0.03436187,0.001382128,0.0008975564,0.03048876],"study_design_scores_gemma":[0.00001291541,0.00003306002,0.1819072,0.00001106275,0.0000331268,0.00009977114,0.0001880712,0.8124529,0.003173955,0.000307232,0.001751529,0.00002913766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915276,0.0001299538,0.004794713,0.00004287301,0.000005639866,0.00001397261,0.0002634292,0.0002048033,0.003017073],"genre_scores_gemma":[0.9983175,0.00001819363,0.001207116,0.000005022649,0.00000169706,0.000003036198,0.000177221,0.00003271429,0.0002376997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06357701,"threshold_uncertainty_score":0.1264139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093728654697619,"score_gpt":0.2292522752530065,"score_spread":0.2083149887060303,"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."}}