{"id":"W1982060613","doi":"10.2514/6.2007-5197","title":"PPS®1350 Qualification Demonstration: 10500 hrs on the Ground and 5000 hrs in Flight","year":2007,"lang":"en","type":"article","venue":"","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Environmental science; Computer science","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":[0.0002980648,0.00008460903,0.00007186376,0.00007218085,0.00003619118,0.00002182921,0.00007548916,0.000111359,0.0003711894],"category_scores_gemma":[0.00001423508,0.00006291512,0.00001300653,0.0002012389,0.00004170766,0.00005614259,0.000003666463,0.0001303583,0.0001148554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000377111,"about_ca_system_score_gemma":0.000003808901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003715968,"about_ca_topic_score_gemma":0.0004091173,"domain_scores_codex":[0.9995062,0.00001364432,0.0001441055,0.0001115452,0.00007380907,0.0001507103],"domain_scores_gemma":[0.9996662,0.0001171154,0.000009511996,0.0001729312,0.000009184046,0.00002505334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005029909,0.00008999289,0.007577855,0.00003749029,0.00005509185,0.00003055903,0.001132196,0.0007067616,0.04900141,0.5363449,0.006224403,0.398749],"study_design_scores_gemma":[0.003582976,0.0006659496,0.3679527,0.0001634442,0.00006515367,0.0002077967,0.007190139,0.08765495,0.2826817,0.02274815,0.2248655,0.002221511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9085923,0.0001609344,0.006523746,0.001466003,0.00006861264,0.0001840911,4.735238e-7,0.0003147651,0.08268903],"genre_scores_gemma":[0.9977769,0.00007282965,0.0004899818,0.0001396783,0.00002819545,0.00001156559,0.000002148289,0.00001112539,0.001467532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5135968,"threshold_uncertainty_score":0.4064263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492199567767711,"score_gpt":0.2186878664248246,"score_spread":0.2037658707471475,"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."}}