{"id":"W7026651400","doi":"","title":"Aerodynamics and multibody dynamics of helicopter rotors in icing conditions","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Icing; Aerodynamics; Rotor (electric); Thrust; Work (physics); Multibody system; Icing conditions; Flow (mathematics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003430437,0.0006038726,0.0007668583,0.0008973611,0.0002657404,0.00003260279,0.0003783489,0.0009601186,0.00002336037],"category_scores_gemma":[0.000383567,0.0006025822,0.0001489177,0.0004062206,0.00009235225,0.000345013,0.00008587,0.001104237,0.0000297604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006458262,"about_ca_system_score_gemma":0.00001709435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000393714,"about_ca_topic_score_gemma":0.005036821,"domain_scores_codex":[0.9976968,0.00006555748,0.0008233444,0.0005445747,0.0003140236,0.0005556971],"domain_scores_gemma":[0.9986616,0.000255715,0.0002439642,0.0005866184,0.0001487354,0.000103313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002421759,0.0003338743,0.005439622,0.00523085,0.0007944704,0.0001671904,0.0001172343,0.006480664,0.2620889,0.1872509,0.0000103798,0.5318437],"study_design_scores_gemma":[0.006808749,0.000671102,0.08056565,0.01642796,0.0007524865,0.0001281659,0.003711361,0.03493885,0.7498013,0.09734458,0.001690523,0.007159229],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801903,0.00009507393,0.000007195718,0.000007543874,0.0008112358,0.0004840804,0.001166227,0.000775965,0.01646233],"genre_scores_gemma":[0.9972888,0.0004651285,0.0005539577,0.00001514173,0.00001487062,0.00009412599,0.0006297549,0.0001861887,0.0007519952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5246845,"threshold_uncertainty_score":0.9996426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006708927566173755,"score_gpt":0.2227318933809059,"score_spread":0.2160229658147321,"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."}}