{"id":"W4408646148","doi":"10.5539/mer.v13n1p1","title":"Disruptive ROVA Electropneumatic Valve Technology for Satellite-Delivering Rocket Applications","year":2025,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rocket (weapon); Satellite; Aerospace engineering; Engineering; Aeronautics; Mechanical engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002553378,0.0003391255,0.0002263156,0.0003391768,0.0002551582,0.0006659019,0.0008880723,0.0005947971,0.00181301],"category_scores_gemma":[0.0004465222,0.0002318533,0.000269188,0.0001263585,0.0003274088,0.00100029,0.0004978853,0.0005392385,0.001283307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662843,"about_ca_system_score_gemma":0.0003140407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002795383,"about_ca_topic_score_gemma":0.0003965327,"domain_scores_codex":[0.9995295,0.00003393871,0.00002841864,0.000075385,0.0002916033,0.00004111691],"domain_scores_gemma":[0.999709,0.00004078928,0.0001040627,0.00003389615,0.00008195242,0.00003032133],"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":[0.00009972331,0.0000479628,0.0006539519,0.0002831416,0.00001029566,0.0003462879,0.0001400785,0.001359128,0.9184964,0.004924336,0.001772717,0.07186602],"study_design_scores_gemma":[0.00005259113,0.001686546,0.004870743,0.00007280744,0.00004404336,0.004471999,0.0001031548,0.02425181,0.7492508,0.001033553,0.2140825,0.00007936762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2778629,0.0100031,0.6580212,0.001402526,0.001203084,0.0003265078,0.00023688,0.003553941,0.04738988],"genre_scores_gemma":[0.8557496,0.002611557,0.1125348,0.0003134563,0.0002414292,0.0001611302,0.0001786357,0.0002098546,0.02799946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00181301,"threshold_uncertainty_score":0.00606519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648852259366925,"score_gpt":0.3446298296153097,"score_spread":0.3181413070216405,"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."}}