{"id":"W4380589969","doi":"10.4271/2023-01-1397","title":"Ice Crystal Environment - Modular Axial Compressor Rig: Comparisons of Ice Accretion for 1 and 2 Stages of Compression","year":2023,"lang":"en","type":"article","venue":"SAE International Journal of Advances and Current Practices in Mobility","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Icing; Ice crystals; Accretion (finance); Clear ice; Ice wedge; Materials science; Meteorology; Environmental science; Geology; Engineering; Sea ice; Physics; Arctic ice pack; Astrophysics; Antarctic sea ice; Oceanography","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":[0.0004862716,0.00008612791,0.0002217592,0.0001394979,0.00002449694,0.00001703899,0.0001668491,0.00003890417,0.00000394757],"category_scores_gemma":[0.0003105568,0.00007456392,0.00004153599,0.00005570511,0.0001086003,0.0004847957,0.00008034022,0.0001882825,1.273572e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003069422,"about_ca_system_score_gemma":0.000008737948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001300452,"about_ca_topic_score_gemma":0.00001047014,"domain_scores_codex":[0.9990726,0.00003859178,0.0004443023,0.0001054102,0.0002520394,0.00008710885],"domain_scores_gemma":[0.9986727,0.0005366146,0.0005881645,0.00008314012,0.00009700526,0.00002238458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001399489,0.0008538013,0.1581214,0.002311101,0.0002944397,0.000007936674,0.001303124,0.4915914,0.0387655,0.00108257,0.0003585344,0.3039108],"study_design_scores_gemma":[0.006629633,0.00147123,0.5089287,0.002952334,0.0002332143,0.00005876381,0.004799391,0.2817604,0.08988328,0.01665855,0.08594583,0.0006786494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767388,0.00541231,0.01693511,0.000117249,0.0005715368,0.0001216373,0.00006141913,0.00002134137,0.00002056796],"genre_scores_gemma":[0.9861901,0.01134249,0.002401782,0.000001390368,0.00004434842,0.000005168785,0.000008079433,0.000005146117,0.000001484743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3508074,"threshold_uncertainty_score":0.3040628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035323155488783,"score_gpt":0.3495505014875588,"score_spread":0.3142273459987758,"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."}}