{"id":"W2032802394","doi":"10.1002/j.2334-5837.2001.tb02304.x","title":"4.2.3 From Process Aggregation to Process Integration","year":2001,"lang":"en","type":"article","venue":"INCOSE International Symposium","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Process (computing); Computer science; Information flow; Value (mathematics); Basis (linear algebra); Flow (mathematics); Architecture; Industrial engineering; Systems engineering; Engineering; Mathematics","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":[0.005964768,0.001017288,0.001069508,0.002875096,0.002078792,0.007650579,0.001344451,0.001568009,0.006039304],"category_scores_gemma":[0.009243728,0.0009097522,0.001939994,0.004210345,0.004185433,0.01111826,0.005889955,0.003259812,0.001045723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003601079,"about_ca_system_score_gemma":0.003983085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009989534,"about_ca_topic_score_gemma":0.005257676,"domain_scores_codex":[0.992951,0.003245919,0.0004561662,0.0008479243,0.001933067,0.0005658157],"domain_scores_gemma":[0.9949276,0.001984128,0.0005674245,0.001332553,0.0009851962,0.0002029981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007617359,0.00005375278,0.00240556,0.0001706724,0.00005017373,0.0002177052,0.00210059,0.01932682,0.001878124,0.8900045,0.002382038,0.08133388],"study_design_scores_gemma":[0.00003783953,0.00008309361,0.001331642,0.0002272599,0.00009677031,0.0002468055,0.001102944,0.1298608,0.005897108,0.8055047,0.05556278,0.0000482538],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01344872,0.000810635,0.9456564,0.002050457,0.0001277307,0.0001217107,0.00008060273,0.0007585525,0.03694514],"genre_scores_gemma":[0.4325704,0.001247092,0.5564685,0.0004558845,0.0002082801,0.0002775424,0.0002132517,0.0003756235,0.008183464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009989534,"threshold_uncertainty_score":0.0315451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009682945436112386,"score_gpt":0.2484706267062582,"score_spread":0.2387876812701458,"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."}}