{"id":"W4220817222","doi":"10.3390/drones6030068","title":"An Experimental Apparatus for Icing Tests of Low Altitude Hovering Drones","year":2022,"lang":"en","type":"article","venue":"Drones","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Icing; Icing conditions; Environmental science; Rotor (electric); Drizzle; Drone; Aerodynamics; Marine engineering; Meteorology; Aerospace engineering; Engineering; Precipitation; Mechanical engineering; 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":[0.0003554461,0.0008685911,0.0005414552,0.0005760339,0.001075135,0.0003633832,0.0008159867,0.0006693377,0.004128095],"category_scores_gemma":[0.0006676945,0.0002999807,0.0003390506,0.0003470355,0.0004364426,0.0003322629,0.0005086775,0.0009499092,0.00135957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002607962,"about_ca_system_score_gemma":0.0006623135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155573,"about_ca_topic_score_gemma":0.002215114,"domain_scores_codex":[0.9995354,0.00003139028,0.00003301985,0.0001265842,0.0002143022,0.0000592938],"domain_scores_gemma":[0.9990403,0.0001788416,0.00009896304,0.0002706783,0.0002514465,0.0001598037],"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":[0.0005362563,0.000468259,0.003033443,0.0004818583,0.00002278338,0.000342877,0.0003651099,0.003573571,0.9720749,0.0004695783,0.0007007587,0.01793059],"study_design_scores_gemma":[0.0003970414,0.01291083,0.0422542,0.0001665184,0.0001278296,0.0006175232,0.0004901666,0.0136931,0.9030427,0.0003729533,0.02579932,0.0001278178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281251,0.000297718,0.05971722,0.00006543802,0.0002092775,0.003008863,0.002188119,0.000684639,0.005703645],"genre_scores_gemma":[0.9159792,0.0006746728,0.07189883,0.0001719959,0.00006124379,0.002832511,0.002067407,0.0001300084,0.006184074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004128095,"threshold_uncertainty_score":0.01380986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111411071214087,"score_gpt":0.2522127284675227,"score_spread":0.2410986177553819,"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."}}