{"id":"W4411658732","doi":"10.51847/lrc7uno9bu","title":"10.51847/LrC7uno9BU","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Project portfolio management; Business; Project management; Application portfolio management; Process management; Portfolio; Engineering management; OPM3; Project management triangle; Risk analysis (engineering); Engineering; Systems engineering; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000144459,0.00008260473,0.00007767871,0.0000495926,0.00004117892,0.0001033735,0.0005899387,0.00003456807,0.8974729],"category_scores_gemma":[0.00003533988,0.00008053604,0.00002894901,0.0002480976,0.000006144305,0.0003051857,0.00007608243,0.0000707455,0.9195338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001325237,"about_ca_system_score_gemma":0.00001251328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001135112,"about_ca_topic_score_gemma":1.274273e-8,"domain_scores_codex":[0.9994181,0.0000173951,0.00008749357,0.0001850953,0.0001220656,0.0001697947],"domain_scores_gemma":[0.9993665,0.00009047498,0.0000149964,0.000424538,0.00001962994,0.00008386846],"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":[0.000003816624,0.00001133165,8.505511e-8,0.00000150712,0.000003461607,0.000005678481,0.0000117237,0.0001511225,0.00001185853,0.00003041764,0.02756529,0.9722037],"study_design_scores_gemma":[0.00003638684,0.00007868306,0.00002504841,0.000006479318,0.000001978296,0.00001342987,3.14867e-8,0.00359071,0.00008186025,0.00002342807,0.9960263,0.0001156333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009921637,0.00005902332,0.01042434,0.0007201005,0.000006140361,0.00009984164,0.000001337486,0.001542627,0.9870474],"genre_scores_gemma":[0.000181442,5.885269e-7,0.04970931,0.00009956007,0.00005031251,0.00001235853,8.923563e-7,0.000008671095,0.9499369],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9720881,"threshold_uncertainty_score":0.3284164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006887399789272052,"score_gpt":0.1943528504507751,"score_spread":0.187465450661503,"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."}}