{"id":"W7161823953","doi":"10.82308/31659","title":"Investigating regolith induced wear and dust mitigation","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Regolith; Mars Exploration Program; Planet; Spacecraft; Asteroid; Atmosphere (unit); Solar System; Space exploration; Extraterrestrial life","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003310819,0.0002669519,0.0003337519,0.000431241,0.0002048082,0.0003745443,0.0004686219,0.000469695,0.0009317798],"category_scores_gemma":[0.0004017705,0.0001200909,0.0003297702,0.0002369005,0.0002341247,0.0003254365,0.000220192,0.0002078488,0.0002458242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885828,"about_ca_system_score_gemma":0.0001546361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004177002,"about_ca_topic_score_gemma":0.001135233,"domain_scores_codex":[0.9997075,0.00002198102,0.00001127081,0.00003975768,0.0001773379,0.00004203615],"domain_scores_gemma":[0.9997129,0.00006403001,0.00006379833,0.00002854294,0.0001166064,0.00001421883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001587485,0.0001500981,0.004109405,0.0009501016,0.00003232371,0.0002059465,0.0001675688,0.001234232,0.9591251,0.0002171711,0.0002827492,0.03336649],"study_design_scores_gemma":[0.00001123933,0.00262509,0.01823854,0.00004602696,0.000049742,0.0004227014,0.0004102861,0.004589302,0.9671752,0.0001482425,0.006267026,0.0000166104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812526,0.008491756,0.007244271,0.00009192046,0.00006965538,0.00009493933,0.0001933617,0.00008893176,0.002472623],"genre_scores_gemma":[0.9885942,0.00360511,0.004706656,0.00006935193,0.00001565113,0.00003617752,0.0001805622,0.00001393674,0.002778414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009317798,"threshold_uncertainty_score":0.003117085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095473592326476,"score_gpt":0.2362681362215824,"score_spread":0.2253134002983177,"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."}}