{"id":"W2324745079","doi":"10.2514/6.2005-7492","title":"Study of a Multi-tethered Aerostat System - Experimental Observations and Model Validation","year":2005,"lang":"en","type":"article","venue":"AIAA 5th ATIO and16th Lighter-Than-Air Sys Tech. and Balloon Systems Conferences","topic":"Aerospace Engineering and Energy Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dominion Astrophysical Observatory; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Model validation; Computer science; Environmental science; Aerospace engineering; Remote sensing; Systems engineering; Geology; Engineering; Data science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003828271,0.0004386818,0.0006761434,0.0001941718,0.0001901133,0.0001663124,0.0001993776,0.0002066369,0.000002308909],"category_scores_gemma":[0.00001254465,0.0003815901,0.00005928972,0.0002185843,0.00006270295,0.0004588863,0.00005549847,0.0001462566,0.000003884552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107583,"about_ca_system_score_gemma":0.00005110653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008215664,"about_ca_topic_score_gemma":0.0003126857,"domain_scores_codex":[0.997873,0.00009354353,0.000804263,0.0004367812,0.0004418406,0.0003505767],"domain_scores_gemma":[0.9990468,0.0000622835,0.0002051791,0.0003455766,0.0001711869,0.0001689968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001037171,0.001128627,0.08458096,0.003865344,0.001295922,0.00002364203,0.03995169,0.7410663,0.1137136,0.01165464,0.0008513489,0.001764142],"study_design_scores_gemma":[0.002641346,0.0005499924,0.005472764,0.001033136,0.0001167435,0.0000499226,0.03432623,0.9402316,0.01403576,0.000003007822,0.0006564723,0.0008830616],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793722,0.002848475,0.01535312,0.00002025114,0.0004511957,0.0008177201,0.00005310332,0.0005864718,0.0004974856],"genre_scores_gemma":[0.9982846,0.00007683618,0.0007021675,0.000004018326,0.0001433109,0.0002931846,0.00002982699,0.00005325857,0.0004127822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1991652,"threshold_uncertainty_score":0.9998636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03863921988505977,"score_gpt":0.2448911616517371,"score_spread":0.2062519417666773,"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."}}