{"id":"W29493174","doi":"","title":"Frequency response of hydraulic hoses","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluid power; Computer science; Engineering; Environmental science; Mechanical 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001243759,0.00007179422,0.0001310875,0.00005296299,0.00001125348,0.000006152823,0.00008918403,0.00004268617,0.001847887],"category_scores_gemma":[0.00004798944,0.00006115303,0.00003631766,0.0001141557,0.00001621333,0.00005405945,0.000005465688,0.00003619528,0.0005010353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001276205,"about_ca_system_score_gemma":0.000002258358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003763627,"about_ca_topic_score_gemma":0.000003334265,"domain_scores_codex":[0.9994997,0.00003060331,0.0002013266,0.00005722437,0.00009632549,0.0001148269],"domain_scores_gemma":[0.9996253,0.0001096304,0.00001552608,0.0001939823,0.00001353987,0.0000420664],"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":[0.00005959749,0.0003416103,0.02619145,0.001698366,0.0006062884,0.0001188679,0.02570532,0.03848446,0.4974933,0.009199827,0.3443867,0.0557142],"study_design_scores_gemma":[0.002456355,0.0004726063,0.05766419,0.0005816937,0.00007745979,0.0002348541,0.001491453,0.6612005,0.1640091,0.001643135,0.108244,0.001924603],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7370641,0.0007769494,0.00292966,0.00008506044,0.0002084148,0.00008282564,0.000002528345,0.000264466,0.258586],"genre_scores_gemma":[0.99726,0.00003435921,0.0004335815,0.00003001294,0.000028198,0.000006031534,3.583342e-7,0.00001354183,0.002193926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.622716,"threshold_uncertainty_score":0.9990646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766888777391291,"score_gpt":0.198118843082898,"score_spread":0.1804499553089851,"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."}}