{"id":"W4310191843","doi":"10.18280/isi.270516","title":"Business Value Creation Through Project Management Based on Big Data Approach","year":2022,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Big data; Context (archaeology); Business value; Order (exchange); Knowledge management; Value (mathematics); Process (computing); Data science; Work (physics); Computer science; Business process management; Business; Business process; Process management; Marketing; Engineering; Work in process","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007851015,0.0002733409,0.0002178618,0.000634993,0.0009361238,0.0008265544,0.001100743,0.00006143584,0.0001590062],"category_scores_gemma":[0.0001588838,0.0002605813,0.00004590519,0.002362515,0.00009766122,0.008221016,0.000992123,0.0001879034,0.0001870517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002208192,"about_ca_system_score_gemma":0.00007449416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009923556,"about_ca_topic_score_gemma":0.000006620833,"domain_scores_codex":[0.997894,0.0000334788,0.0005718634,0.0003613584,0.000789624,0.0003496684],"domain_scores_gemma":[0.9981804,0.00003082417,0.0004823529,0.001032925,0.0002644501,0.000009010671],"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":[0.0007465052,0.000836298,0.002879677,0.006624696,0.0001456163,0.00001690309,0.001199736,0.1095093,0.00002212314,0.1289954,0.08496953,0.6640542],"study_design_scores_gemma":[0.0006187045,0.00002295347,0.005291807,0.0001379838,0.0000897996,0.000009827091,0.001806372,0.340564,0.00001781724,0.002390698,0.6485621,0.0004879346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007717244,0.00007985896,0.5584448,0.0003916222,0.002416934,0.002025473,0.000285019,0.0006381114,0.4280009],"genre_scores_gemma":[0.9770336,0.00002055475,0.003945414,0.00323319,0.0007530819,0.0004507123,0.01426757,0.00003772698,0.0002582136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9693163,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030353908667589,"score_gpt":0.2830272279679104,"score_spread":0.1799918371011515,"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."}}