{"id":"W2097765063","doi":"10.2514/6.2007-694","title":"The FAA Ground Icing Research Program","year":2007,"lang":"en","type":"article","venue":"45th AIAA Aerospace Sciences Meeting and Exhibit","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Transport Canada; National Center for Atmospheric Research","keywords":"Icing; Computer science; Aeronautics; Aerospace engineering; Meteorology; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001849087,0.0007108962,0.0004069888,0.001890561,0.001092545,0.001283329,0.001012462,0.0007839238,0.04291041],"category_scores_gemma":[0.002376971,0.0001410557,0.0002460763,0.0007868475,0.0003312982,0.0007026363,0.0007689151,0.00104508,0.01553887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002304504,"about_ca_system_score_gemma":0.007872772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03545313,"about_ca_topic_score_gemma":0.02415372,"domain_scores_codex":[0.9989412,0.0001229804,0.00001880097,0.0001150397,0.0006517126,0.0001501427],"domain_scores_gemma":[0.9967657,0.0001963906,0.00009970973,0.0002205097,0.002375299,0.0003423455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004817928,0.000292528,0.002673641,0.0001563921,0.00002191511,0.0002376948,0.0001147075,0.001678138,0.02013523,0.01980106,0.6842987,0.2701083],"study_design_scores_gemma":[0.00006700126,0.000215061,0.0031224,0.00005617348,0.00001188903,0.0001178281,0.00007181039,0.002483862,0.005004497,0.001278095,0.9875543,0.00001699804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02474028,0.00647527,0.02204441,0.02005512,0.007205037,0.001096332,0.03297769,0.003515185,0.8818907],"genre_scores_gemma":[0.1528127,0.007582247,0.03788783,0.002748615,0.001542064,0.0006468651,0.04427935,0.0005612766,0.7519391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04291041,"threshold_uncertainty_score":0.1435496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04624743959419829,"score_gpt":0.3461628795945309,"score_spread":0.2999154400003326,"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."}}