{"id":"W2314021481","doi":"10.2514/6.2013-2677","title":"Altitude Scaling of Ice Crystal Accretion","year":2013,"lang":"en","type":"article","venue":"","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Federal Aviation Administration","keywords":"Accretion (finance); Scaling; Altitude (triangle); Ice crystals; Meteorology; Physics; Astrophysics; Geometry; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001970198,0.0001545523,0.0002272493,0.0001937596,0.000379955,0.0003536049,0.0003023271,0.000175041,0.001159969],"category_scores_gemma":[0.0008399676,0.0001511235,0.0001531941,0.0001236299,0.0003210029,0.0003481005,0.0004147959,0.0003124773,0.0001699186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639591,"about_ca_system_score_gemma":0.000191022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001794513,"about_ca_topic_score_gemma":0.001873426,"domain_scores_codex":[0.9997833,0.0000207059,0.00001164234,0.00003552334,0.0000994677,0.00004922201],"domain_scores_gemma":[0.9995159,0.0001461738,0.00009659371,0.00005674083,0.0001327972,0.00005175479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005662942,0.0001618302,0.01937947,0.0001106333,0.00001973882,0.0003457058,0.0003151869,0.007790338,0.9552891,0.0003949941,0.0001812612,0.01544542],"study_design_scores_gemma":[0.00003984838,0.001287001,0.1036165,0.00001865666,0.00002284236,0.0002389282,0.0003131756,0.04081604,0.8521403,0.0002127667,0.001266026,0.00002790469],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967217,0.0000828715,0.001581443,0.00001719652,0.000005971854,0.00002043573,0.00005900082,0.0000454318,0.001465931],"genre_scores_gemma":[0.9989497,0.00004384136,0.0006355029,0.000008405065,0.000002913777,0.000008844881,0.00005924532,0.00001018286,0.0002814268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001794513,"threshold_uncertainty_score":0.003880501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007149346314985807,"score_gpt":0.193600450338228,"score_spread":0.1864511040232421,"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."}}