{"id":"W2409192605","doi":"","title":"Nanoparticle formulations in HFA propellants","year":2004,"lang":"en","type":"dissertation","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Energetic Materials and Combustion","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Propellant; Nanoparticle; Materials science; Nanotechnology; Aerospace engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00104457,0.0002953795,0.0002824242,0.0005292585,0.0001371145,0.0004552453,0.0003364425,0.0003625836,0.0001962744],"category_scores_gemma":[0.00009470014,0.0003055292,0.00007133601,0.0005431632,0.00002811081,0.001767243,0.00003256545,0.0003333082,0.000192195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004356471,"about_ca_system_score_gemma":0.000349994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001366997,"about_ca_topic_score_gemma":0.001207744,"domain_scores_codex":[0.9982409,0.00004502381,0.0007668068,0.0002049103,0.0003564792,0.0003858829],"domain_scores_gemma":[0.9991899,0.00001404916,0.0001623541,0.0003526377,0.0001796327,0.0001014123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001641495,0.0002703221,0.0002603365,0.007937436,0.00007413816,0.00004653186,0.01355019,0.3956049,0.3328407,0.08951368,0.009253844,0.1504838],"study_design_scores_gemma":[0.000757369,0.0000282895,0.002126205,0.002451511,0.0000283567,0.00001643792,0.0002182495,0.01291781,0.925155,0.004726813,0.05068221,0.0008917818],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.706094,0.000112042,0.07464666,0.0001326667,0.003330967,0.01050831,0.0001196677,0.001444506,0.2036112],"genre_scores_gemma":[0.9838918,0.0001853271,0.009811848,0.00009033785,0.00004089414,0.002113728,0.001929854,0.00004908534,0.00188716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5923143,"threshold_uncertainty_score":0.9999397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318876645661119,"score_gpt":0.252282023991981,"score_spread":0.2390932575353698,"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."}}