{"id":"W4289873014","doi":"10.1177/87569728221114321","title":"Validation of a New Project Resilience Scale in the IT Sector","year":2022,"lang":"en","type":"article","venue":"Project Management Journal","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Resilience (materials science); Scale (ratio); Process management; Coping (psychology); Project management; Perspective (graphical); Process (computing); Computer science; Management science; Environmental resource management; Engineering; Psychology; Systems engineering; Geography; Environmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02190901,0.0004616292,0.0004875775,0.002937328,0.001237256,0.001654566,0.001069515,0.0007096261,0.002317639],"category_scores_gemma":[0.04674907,0.0003707075,0.0009485639,0.001742215,0.001550009,0.002268956,0.003149464,0.001732814,0.000653968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00143985,"about_ca_system_score_gemma":0.003040664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001569906,"about_ca_topic_score_gemma":0.002367963,"domain_scores_codex":[0.9896147,0.004008013,0.001632599,0.0006388338,0.003724972,0.0003810076],"domain_scores_gemma":[0.9559834,0.0206152,0.004217242,0.004131423,0.01287933,0.00217335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001038906,0.003728718,0.6060674,0.0006945686,0.0003274874,0.0004851528,0.02892961,0.00424211,0.01095087,0.01000274,0.007410189,0.3261223],"study_design_scores_gemma":[0.0002993993,0.003844287,0.9310117,0.0005381726,0.0001416175,0.000459544,0.01423747,0.009718249,0.005235342,0.004796058,0.02953503,0.0001830734],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699968,0.0001297983,0.01623657,0.0005314254,0.0001717933,0.003085837,0.0008641265,0.0001120568,0.008871588],"genre_scores_gemma":[0.9451485,0.0002059878,0.04344309,0.0001597018,0.00005592475,0.007328036,0.001886221,0.00006589144,0.001706603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02190901,"threshold_uncertainty_score":0.1158673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03244544942799777,"score_gpt":0.2789731498055691,"score_spread":0.2465277003775713,"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."}}