{"id":"W4380589273","doi":"10.4271/2023-01-1426","title":"Development of a New Ice Crystal Icing Shear Adhesion Rotary Test Rig and Method","year":2023,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Icing; Adhesion; Accretion (finance); Ice crystals; Materials science; Environmental science; Composite material; Meteorology; 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":[0.002871937,0.0008231218,0.0008564456,0.001331361,0.0005067009,0.0008788904,0.002176857,0.0009289891,0.008232352],"category_scores_gemma":[0.00286822,0.0006410675,0.0004242399,0.0005059863,0.0004253151,0.001209782,0.001072121,0.001314706,0.005525323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004937673,"about_ca_system_score_gemma":0.001925802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486526,"about_ca_topic_score_gemma":0.002118269,"domain_scores_codex":[0.9966639,0.0002180666,0.0002024275,0.0003932455,0.002373921,0.0001483801],"domain_scores_gemma":[0.9978424,0.000327438,0.0001500369,0.0004114877,0.001112798,0.0001557742],"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":[0.0002384054,0.0003154,0.004267705,0.0005717114,0.00003976994,0.0002354805,0.0002085205,0.002851156,0.743118,0.002340231,0.006043062,0.2397705],"study_design_scores_gemma":[0.0002645953,0.002972114,0.01197741,0.0001220776,0.00008301331,0.00119092,0.0001587002,0.05620157,0.7806074,0.0007014673,0.1454207,0.0003000906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03284764,0.0002643813,0.9458253,0.0002175704,0.0003847844,0.004463327,0.001611735,0.008722479,0.005662661],"genre_scores_gemma":[0.1008898,0.0003273047,0.8804778,0.0003327053,0.000116917,0.004517242,0.002441424,0.000712197,0.01018459],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008232352,"threshold_uncertainty_score":0.02753997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934052454773442,"score_gpt":0.2600433286049325,"score_spread":0.240702804057198,"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."}}