{"id":"W4407028239","doi":"10.46254/wc01.20240112","title":"Obsolescence Management in Quebec Aerospace Industry","year":2024,"lang":"en","type":"article","venue":"","topic":"Transportation Systems and Infrastructure","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Obsolescence; Aerospace; Computer science; Business; Manufacturing engineering; Engineering; Aerospace engineering; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001837663,0.0002201128,0.0001847627,0.002686862,0.004209343,0.00350065,0.00182646,0.0008227724,0.0075655],"category_scores_gemma":[0.004826377,0.0001642363,0.0002157062,0.003357196,0.001121384,0.001395971,0.000848852,0.00096143,0.0004510749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05617172,"about_ca_system_score_gemma":0.03195149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9810849,"about_ca_topic_score_gemma":0.9879221,"domain_scores_codex":[0.998604,0.0002112819,0.00005826438,0.0001249415,0.000560961,0.0004407074],"domain_scores_gemma":[0.9886982,0.001277655,0.00131497,0.0002152428,0.006917098,0.001576779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003547325,0.0003438112,0.8017568,0.0001127916,0.00007548978,0.0008548715,0.01389414,0.007933279,0.001440736,0.01125159,0.02026907,0.1417128],"study_design_scores_gemma":[0.00001711992,0.0001372192,0.9217567,0.0001069133,0.00003518247,0.0001205476,0.02835715,0.01340774,0.0006303837,0.0005044948,0.03487374,0.0000527958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742543,0.001172239,0.0004264772,0.001943448,0.00002993504,0.00003777703,0.0004967509,0.00004683804,0.02159224],"genre_scores_gemma":[0.9848064,0.0003185172,0.0001712972,0.0001252022,0.000007706804,0.000007508808,0.0002566937,0.0000103064,0.01429637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05617172,"threshold_uncertainty_score":0.4075562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009338049327066578,"score_gpt":0.2199102179336975,"score_spread":0.2105721686066309,"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."}}