{"id":"W4402687520","doi":"10.2514/6.2024-3780","title":"Ice Crystal Environment Modular Axial Compressor Rig: Variable TWC Accretion Studies","year":2024,"lang":"en","type":"article","venue":"","topic":"Spacecraft and Cryogenic Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Modular design; Gas compressor; Variable (mathematics); Accretion (finance); Materials science; Mechanical engineering; Geology; Aerospace engineering; Computer science; Engineering; Physics; Mathematics; Astrophysics; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007100082,0.0001453849,0.0001425033,0.00006650134,0.00004366634,0.00004864751,0.0001210303,0.00009632095,0.0003602063],"category_scores_gemma":[0.00001034424,0.0001233404,0.00004747243,0.0001000796,0.00005004964,0.0001299505,0.00009278136,0.0001414653,0.0001717167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009894644,"about_ca_system_score_gemma":0.000004789036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009558211,"about_ca_topic_score_gemma":0.000002455471,"domain_scores_codex":[0.9993365,0.000006493327,0.0001283093,0.0001822387,0.0001352008,0.0002113016],"domain_scores_gemma":[0.9997212,0.0000374646,0.000006363581,0.0002035114,0.000006650095,0.00002477767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002530305,0.00008014397,0.0001424505,0.0009604026,0.001836006,0.00009729986,0.001338442,0.1931987,0.6249856,0.07177445,0.08594866,0.01961261],"study_design_scores_gemma":[0.0004218479,0.000104868,0.0003059941,0.0001252144,0.0001460477,0.00002491414,0.002420948,0.3210642,0.07647967,0.009041321,0.5891808,0.0006841429],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5045368,0.1032266,0.3383395,0.001279199,0.003595384,0.000779493,0.00006017465,0.0151795,0.03300339],"genre_scores_gemma":[0.9924061,0.001323983,0.004097816,0.00001312693,0.0001119825,0.00005474209,0.000007244169,0.00002932822,0.001955689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5485059,"threshold_uncertainty_score":0.5029677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559777608648217,"score_gpt":0.2243489962494429,"score_spread":0.2087512201629607,"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."}}