{"id":"W2795060842","doi":"","title":"Evaluation and validation of a maturity model in obsolescence management for increased performances","year":2017,"lang":"en","type":"article","venue":"","topic":"Transportation Systems and Infrastructure","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Obsolescence; Capability Maturity Model; Maturity (psychological); Computer science; Business; Psychology; Marketing; Software","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":[0.0005876735,0.00005644941,0.00008637678,0.00008659185,0.0001060396,0.0001123925,0.00008871457,0.0000264627,0.00002128775],"category_scores_gemma":[0.00002210913,0.00004759607,0.00001673543,0.00003403061,0.00002073176,0.001120276,0.00001667764,0.00002020239,0.000001008032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000079069,"about_ca_system_score_gemma":0.000007660167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002861392,"about_ca_topic_score_gemma":0.0001868214,"domain_scores_codex":[0.9994644,0.000002558555,0.0001716157,0.000111827,0.0001841001,0.00006549362],"domain_scores_gemma":[0.9995067,0.000003891484,0.0001996106,0.0001316226,0.0001548324,0.000003308784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002692743,0.00009810459,0.773428,0.003207181,0.0000503173,6.31235e-7,0.0003192555,0.01070175,0.001584615,0.1439398,0.0006770607,0.06572405],"study_design_scores_gemma":[0.000855492,0.000003047812,0.5766562,0.00006434676,0.00003667491,5.557425e-8,0.00012061,0.4150598,0.0002589353,0.006722071,0.000160488,0.00006233897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866076,0.00001477084,0.003787749,0.00008918181,0.00006023265,0.0005184137,0.00000274299,0.00001058621,0.008908788],"genre_scores_gemma":[0.9981183,0.000006051501,0.001675252,0.00005339583,0.00004681417,0.00004165193,0.00001911607,0.000003844607,0.00003559481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.404358,"threshold_uncertainty_score":0.1940911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140032011475208,"score_gpt":0.2747300508177167,"score_spread":0.2433297307029647,"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."}}