{"id":"W2729928189","doi":"10.4050/f-0073-2017-12184","title":"Automatic Fatigue Test Control System (AFTCS)","year":2017,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Test (biology); Computer science; Geology","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":[0.001062584,0.0006926443,0.0006746767,0.001240873,0.0005354849,0.0007554088,0.0009133776,0.0008083928,0.02532411],"category_scores_gemma":[0.002203671,0.0001697317,0.0001906633,0.0004050671,0.0002924421,0.0004677701,0.000621612,0.000548884,0.006843781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007394612,"about_ca_system_score_gemma":0.0008752141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003633179,"about_ca_topic_score_gemma":0.003227555,"domain_scores_codex":[0.9988886,0.0001217066,0.00007331087,0.000251047,0.0005926517,0.0000727242],"domain_scores_gemma":[0.9983035,0.0002333781,0.0001829889,0.0002372967,0.0009363447,0.00010641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001327005,0.0004620595,0.006867405,0.0006354995,0.0001010435,0.0003307959,0.0004651944,0.01774313,0.1085327,0.004947152,0.1230634,0.7355246],"study_design_scores_gemma":[0.0009269442,0.003309173,0.02792875,0.0002682181,0.0001375788,0.002079059,0.0001197996,0.6280878,0.08123681,0.002418611,0.2532507,0.000236518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06178847,0.001050012,0.7817123,0.000475215,0.000873333,0.00179806,0.004262785,0.09570879,0.05233105],"genre_scores_gemma":[0.8697341,0.0002961844,0.08102059,0.0007196611,0.0002556376,0.002033169,0.005974024,0.0008101614,0.03915644],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02532411,"threshold_uncertainty_score":0.08471757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506299392932927,"score_gpt":0.2245860066188936,"score_spread":0.2095230126895643,"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."}}