{"id":"W2773648461","doi":"","title":"Technology integration maturity assessment for aircraft development programs","year":2015,"lang":"en","type":"article","venue":"","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maturity (psychological); Technology readiness level; Aerospace; Technology development; Engineering; Capability Maturity Model; Technology assessment; System integration; Aeronautics; Engineering management; Systems engineering; Manufacturing engineering; Computer science; Aerospace engineering; Political science; Software","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001838525,0.0001304795,0.0001236793,0.0001926032,0.00003977846,0.00002777871,0.0001642851,0.0001515772,0.00001001315],"category_scores_gemma":[0.000007311887,0.0001159979,0.00002311719,0.0001957277,0.00002768047,0.0001013016,0.00005948642,0.00012691,0.00002208357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002025857,"about_ca_system_score_gemma":0.00003784142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001518574,"about_ca_topic_score_gemma":0.00005678151,"domain_scores_codex":[0.9993266,0.000003788034,0.0001809413,0.0001517441,0.0001041735,0.0002327895],"domain_scores_gemma":[0.9996887,0.000005702137,0.00001970224,0.0001807548,0.00006207211,0.00004307008],"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":[0.000006560919,0.0001570865,0.002368646,0.00006773615,0.0001266261,0.000003009931,0.0001342693,0.000225911,0.0007940159,0.1689546,0.02269474,0.8044668],"study_design_scores_gemma":[0.001882091,0.0003631517,0.002310151,0.00005086841,0.00004859252,0.000006939179,0.002291881,0.04232561,0.04271652,0.03675459,0.8705241,0.0007255053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03906929,0.00006867062,0.9420224,0.001171344,0.0004900582,0.0008440741,7.478989e-7,0.003332305,0.01300109],"genre_scores_gemma":[0.6477955,0.000004181424,0.3508146,0.00002220646,0.00001634333,0.0006298608,0.00003704791,0.00001553324,0.0006647079],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8478293,"threshold_uncertainty_score":0.4730259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196991692889769,"score_gpt":0.2731359182410746,"score_spread":0.2511660013121769,"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."}}