{"id":"W3086177894","doi":"10.12821/ijispm070104","title":"Project resilience: a conceptual framework","year":2022,"lang":"en","type":"article","venue":"International journal of information systems and project management","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Resilience (materials science); Conceptual framework; Process management; Computer science; Knowledge management; Business; Systems engineering; Sociology; Engineering; Social science; Materials 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":[0.004228427,0.0001336712,0.0002348198,0.001946353,0.0002917181,0.0008366753,0.001094419,0.00003159016,0.0002343722],"category_scores_gemma":[0.0002636683,0.0001026638,0.0001097915,0.0008659511,0.000086703,0.00215251,0.0005880375,0.0002814185,0.00003099239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001411549,"about_ca_system_score_gemma":0.0001090085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007501047,"about_ca_topic_score_gemma":0.000001144821,"domain_scores_codex":[0.9948965,0.0002244819,0.001477866,0.000152522,0.003084183,0.0001644571],"domain_scores_gemma":[0.9972693,0.000217235,0.00147217,0.0002177534,0.0007819511,0.00004153832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009045887,0.0001023443,0.009416069,0.00006775022,0.0005847484,0.00008099739,0.01939486,0.007596189,0.000004825844,0.430974,0.1652543,0.3656194],"study_design_scores_gemma":[0.0006851659,0.0001800734,0.001089378,0.00004103051,0.00001522693,0.0003327646,0.05218318,0.002659915,0.000002269635,0.001315882,0.9413694,0.000125738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3526606,0.00269685,0.2074316,0.005722552,0.05302939,0.00634982,0.0003882378,0.0002339741,0.371487],"genre_scores_gemma":[0.9935638,0.0002545317,0.002452232,0.000550796,0.0002756532,0.00007805655,0.00001295466,0.000005841268,0.002806184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7761151,"threshold_uncertainty_score":0.8068079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05096804360488408,"score_gpt":0.3650756031500368,"score_spread":0.3141075595451528,"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."}}