{"id":"W3161315235","doi":"10.1061/9780784483374.005","title":"Granular Morphology and Mineralogical Composition for Modeling Lunar Dust Behavior","year":2021,"lang":"en","type":"article","venue":"Earth and Space 2021","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Infrastructure Canada","funders":"","keywords":"Regolith; Astrobiology; Mars Exploration Program; Materials science; Environmental science; 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":[0.0001589024,0.0004128985,0.0003778131,0.0007486163,0.000296284,0.001242975,0.0006351178,0.000970404,0.002234933],"category_scores_gemma":[0.000665859,0.0002426313,0.0006575058,0.0008273043,0.0001999056,0.0005816882,0.000414854,0.0002882682,0.0009537157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004524737,"about_ca_system_score_gemma":0.0004093756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01465103,"about_ca_topic_score_gemma":0.01230964,"domain_scores_codex":[0.9999294,0.00000842794,0.00000575599,0.000017841,0.00002689138,0.00001160125],"domain_scores_gemma":[0.9998693,0.00004041532,0.0000172062,0.00002712502,0.00003027141,0.00001566436],"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":[0.0001084271,0.0001286833,0.01715894,0.000101718,0.00006537489,0.0003330975,0.00006095917,0.9353785,0.01166067,0.002620466,0.001700725,0.03068252],"study_design_scores_gemma":[0.000004258396,0.000006539252,0.001726014,0.000003944364,0.000005204406,0.0000265834,0.0000170684,0.9955878,0.0007918064,0.0007580155,0.001067685,0.000005061318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4989097,0.001480652,0.4628459,0.0005146689,0.0002123394,0.0003342776,0.00534859,0.006603471,0.02375032],"genre_scores_gemma":[0.9380817,0.0005891955,0.05506828,0.00006522226,0.0000277254,0.0001061917,0.001913132,0.0002894194,0.003859065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01465103,"threshold_uncertainty_score":0.02913153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052498518212916,"score_gpt":0.2315952750008828,"score_spread":0.2110702898187536,"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."}}