{"id":"W2621701084","doi":"10.4050/f-0072-2016-11522","title":"Bringing Direct Bolt Preload Measurement to the Aerospace Industry","year":2016,"lang":"en","type":"article","venue":"","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Aerospace; Preload; Mechanical engineering; Engineering; Automotive engineering; Structural engineering; Materials science; Aerospace engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002009459,0.0008290748,0.0006063201,0.00213829,0.0003966606,0.001638137,0.001198399,0.001044794,0.003374965],"category_scores_gemma":[0.00603118,0.0007008036,0.0003418553,0.001255189,0.000754863,0.001668786,0.00168907,0.001672912,0.00284856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008714441,"about_ca_system_score_gemma":0.0005769512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101747,"about_ca_topic_score_gemma":0.0019543,"domain_scores_codex":[0.9948225,0.0005692922,0.0001643332,0.000868669,0.003331241,0.0002438876],"domain_scores_gemma":[0.99435,0.001185261,0.0006912188,0.001135055,0.002401975,0.0002365488],"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":[0.0003068685,0.0003628596,0.04568893,0.0004798695,0.00009377909,0.0004287438,0.0007428551,0.005094535,0.6697695,0.002191899,0.006878138,0.2679621],"study_design_scores_gemma":[0.0001027453,0.002770239,0.09563781,0.0003003537,0.000134206,0.001621985,0.0008953633,0.04906815,0.7677921,0.003660341,0.07773702,0.0002796338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3639144,0.006084146,0.5858225,0.001697609,0.001058779,0.0004037871,0.001721241,0.01339526,0.02590234],"genre_scores_gemma":[0.807326,0.001577455,0.1793541,0.0006634415,0.0002345151,0.0001682884,0.001197612,0.0008289248,0.008649646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003374965,"threshold_uncertainty_score":0.01129037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524780179828869,"score_gpt":0.2021851788886216,"score_spread":0.1869373770903329,"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."}}