{"id":"W3011327444","doi":"10.2514/6.iac-06-d5.1.02","title":"Journey from space projects to portfolio and knowledge management","year":2006,"lang":"en","type":"article","venue":"57th International Astronautical Congress","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Portfolio; Space (punctuation); Computer science; Project portfolio management; Knowledge management; Engineering management; Business; Project management; Systems engineering; Engineering; Finance; Operating system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000570448,0.0001317283,0.0001127813,0.0001057849,0.00006777519,0.0001252346,0.0001270283,0.00002681191,0.002931916],"category_scores_gemma":[0.000004378215,0.0001188185,0.00004170378,0.00009123437,0.00004517143,0.0001439328,0.0001205104,0.00008649733,0.0001821411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003572666,"about_ca_system_score_gemma":0.00002218174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009257458,"about_ca_topic_score_gemma":0.00002017975,"domain_scores_codex":[0.9991323,0.00002330684,0.0001914866,0.0002591196,0.0002213951,0.0001724396],"domain_scores_gemma":[0.9995902,0.00004058421,0.00005881015,0.0001052996,0.00009772483,0.0001074389],"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":[0.00006375484,0.0002780986,0.07337143,0.000004765775,0.0001627245,0.000006645835,0.0001460842,0.0002609584,0.000169012,0.8342159,0.07087324,0.02044742],"study_design_scores_gemma":[0.001885905,0.00006861231,0.3579716,0.0001253528,0.00005583733,0.000002085682,0.001121566,0.01067934,0.001485965,0.01557733,0.6105644,0.000461987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5071842,0.00007540021,0.07402004,0.008239725,0.002755969,0.0009038257,0.0007092123,0.0001468827,0.4059648],"genre_scores_gemma":[0.9790666,5.457566e-7,0.003667488,0.00005280982,0.0007763709,0.00004700357,0.0004355628,0.00001307132,0.01594054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8186386,"threshold_uncertainty_score":0.9979795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379161397479859,"score_gpt":0.2755099157219104,"score_spread":0.2617183017471117,"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."}}