{"id":"W2733198448","doi":"10.4050/f-0073-2017-12028","title":"The 505 Low Vibration Solution","year":2017,"lang":"en","type":"article","venue":"","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Vibration; Computer science; Acoustics; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001302321,0.00004372208,0.00002926395,0.00001307386,0.0003440228,0.0001775757,0.0002002307,0.00003030497,0.00001916218],"category_scores_gemma":[0.00003331441,0.00003049174,0.00001381993,0.00001550539,0.00002645766,0.00009115831,0.00002869989,0.00009611219,0.0001820844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002644163,"about_ca_system_score_gemma":0.000004138115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009632411,"about_ca_topic_score_gemma":0.00002524704,"domain_scores_codex":[0.9996527,0.000002585022,0.00005173481,0.00004745995,0.00009709938,0.000148418],"domain_scores_gemma":[0.9995855,0.00002587936,0.000006147572,0.0003435658,0.00001184907,0.00002702519],"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":[0.00001166763,0.00002020531,0.0002585698,0.0001441791,0.00009453487,0.000006067083,0.0001878446,0.2091184,0.4953009,0.06877328,0.05922944,0.166855],"study_design_scores_gemma":[0.0001194826,0.000006317027,0.009251909,0.000007614351,0.000001584092,0.000001274438,0.00001029409,0.9148846,0.06011106,0.00038373,0.01512136,0.000100829],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1442822,0.0002867684,0.4292861,0.002602891,0.001710793,0.0004542386,0.00000238148,0.001738761,0.4196358],"genre_scores_gemma":[0.997871,0.00005629526,0.0008182286,0.000003819769,0.0001024227,0.00001688626,9.344328e-7,0.00001317197,0.001117271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8535888,"threshold_uncertainty_score":0.264598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087804529226778,"score_gpt":0.2393514792343815,"score_spread":0.2284734339421138,"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."}}