{"id":"W1968742010","doi":"10.1108/00022660310698502","title":"New tools for aircraft maintenance","year":2003,"lang":"en","type":"article","venue":"Aircraft Engineering and Aerospace Technology","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Aircraft maintenance; Structural integrity; Systems engineering; Set (abstract data type); Engineering; Computer science; Risk analysis (engineering); Construction engineering; Reliability engineering; Aeronautics; Business; Structural 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":[0.0007275445,0.001341479,0.0009144477,0.001468153,0.0006695419,0.002650463,0.001783875,0.001435556,0.0194387],"category_scores_gemma":[0.002520117,0.0004539789,0.0006462806,0.00103361,0.001332755,0.004779296,0.002182751,0.002240349,0.006470564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000610186,"about_ca_system_score_gemma":0.0004761352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006044775,"about_ca_topic_score_gemma":0.0007123689,"domain_scores_codex":[0.9994422,0.0001350144,0.00002854049,0.00007719996,0.0002813967,0.00003563854],"domain_scores_gemma":[0.999491,0.0002186518,0.00004051837,0.0001193664,0.00008859779,0.00004188624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004097689,0.0000362335,0.0002133114,0.0005496783,0.00003471315,0.0001418844,0.0002351816,0.01961173,0.002857785,0.6073946,0.041532,0.3273518],"study_design_scores_gemma":[0.00002168809,0.00005647436,0.0001245025,0.0002930051,0.00002148433,0.000300408,0.00008296801,0.03236584,0.0007804704,0.3388299,0.6270908,0.00003260348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005162019,0.1044433,0.7213258,0.008752981,0.005531152,0.0001519221,0.0007179041,0.004728706,0.1491863],"genre_scores_gemma":[0.1220681,0.09395074,0.6836485,0.002354326,0.003906833,0.0007542301,0.00106019,0.0006944672,0.09156259],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0194387,"threshold_uncertainty_score":0.06502891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007597863087418977,"score_gpt":0.2014566989208002,"score_spread":0.1938588358333812,"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."}}