{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007250617,0.001204432,0.000792439,0.002816004,0.00152038,0.003315685,0.001583711,0.003184744,0.948339],"category_scores_gemma":[0.00168273,0.0005067228,0.0005252886,0.002411749,0.000818532,0.002568909,0.002402988,0.001287175,0.9665417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209296,"about_ca_system_score_gemma":0.0007040547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006011603,"about_ca_topic_score_gemma":0.004509628,"domain_scores_codex":[0.9995025,0.00004098328,0.0000333495,0.0001344809,0.000182271,0.0001062774],"domain_scores_gemma":[0.9986333,0.0002292382,0.00007328242,0.0003463583,0.000419824,0.0002978892],"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":[0.00017668,0.0001648866,0.0006718302,0.0002673679,0.00001294853,0.000143893,0.00008469512,0.0002393378,0.003220713,0.007072346,0.3055758,0.6823695],"study_design_scores_gemma":[0.00002689983,0.00004045351,0.0007156538,0.0001513174,0.0000109726,0.0002022014,0.00008642757,0.0005493994,0.001284848,0.001189938,0.9957247,0.00001728835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001295806,0.0005333792,0.003921974,0.0006939193,0.0004331901,0.0001129494,0.0013566,0.004858961,0.9867932],"genre_scores_gemma":[0.003405498,0.0002504419,0.001553023,0.0003368432,0.00007811531,0.00006266293,0.001356123,0.0006195483,0.9923378],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05166095,"threshold_uncertainty_score":0.07368809,"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."}}