{"id":"W2168843589","doi":"10.4236/ti.2015.61005","title":"Risk Management in Project Networks: An Information Processing View","year":2015,"lang":"en","type":"article","venue":"Technology and Investment","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Project risk management; Risk management; Knowledge management; Project management; Risk management plan; Project management triangle; Computer science; Risk management information systems; Business; Plan (archaeology); Information system; Process management; Risk analysis (engineering); IT risk management; Management information systems; Management; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00170136,0.000106307,0.0001458129,0.001385822,0.0001133057,0.0001415319,0.0002852534,0.00009084387,0.00001417125],"category_scores_gemma":[0.00009399575,0.00008057475,0.00001279606,0.001817342,0.0001586638,0.001381654,0.0001980901,0.0001542442,0.00004626698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004194607,"about_ca_system_score_gemma":0.00003552312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002157102,"about_ca_topic_score_gemma":0.00004091876,"domain_scores_codex":[0.998787,0.00006578952,0.0004236842,0.0002289136,0.0003054329,0.0001892081],"domain_scores_gemma":[0.9993666,0.00001431513,0.0001947887,0.0003005564,0.00007893013,0.00004477756],"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":[0.0000201578,0.00002402215,0.0314522,0.000007963236,0.000006657396,0.000002020657,0.0004742969,0.0001617715,1.412998e-7,0.1046433,0.00118931,0.8620182],"study_design_scores_gemma":[0.001419811,0.0003043356,0.0117947,0.00004760932,0.0000246717,0.00002287169,0.009394765,0.09603877,0.00002015126,0.3210734,0.5595738,0.00028517],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171693,0.001673162,0.008528729,0.0009731386,0.000367021,0.001245505,0.000002284459,0.0003314205,0.06970947],"genre_scores_gemma":[0.9912493,0.0003944629,0.007004933,0.0008759502,0.00002108548,0.0001310891,0.000006433687,0.00000431552,0.0003124345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.861733,"threshold_uncertainty_score":0.3285743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07124988984886416,"score_gpt":0.3519729190541273,"score_spread":0.2807230292052631,"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."}}