{"id":"W2588648512","doi":"10.1145/3051473.3051478","title":"Technology Portfolios","year":2017,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Portfolio; Knowledge management; Data collection; Application portfolio management; Selection (genetic algorithm); Computer science; Conceptual framework; Business; Project portfolio management; Process management; Data science; Engineering; Systems engineering; Sociology; Project management","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":[0.004974335,0.0005437466,0.0003574463,0.003947049,0.002751772,0.01090038,0.001497893,0.001128832,0.02092375],"category_scores_gemma":[0.01875432,0.0003836283,0.0004750745,0.005332585,0.001402124,0.01528974,0.005847197,0.001155759,0.007732252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001999733,"about_ca_system_score_gemma":0.003919323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005674241,"about_ca_topic_score_gemma":0.0006017835,"domain_scores_codex":[0.994477,0.00216913,0.0006344673,0.0005136525,0.001691116,0.0005146716],"domain_scores_gemma":[0.9915192,0.002288221,0.001097388,0.001698479,0.001725773,0.001670922],"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":[0.00008405191,0.0003487239,0.02180483,0.0004242543,0.00004078654,0.0005733568,0.02913549,0.0009838251,0.001740098,0.2010675,0.03155003,0.7122471],"study_design_scores_gemma":[0.0000228742,0.0003224171,0.01414961,0.0007142076,0.00003534635,0.001535561,0.0349685,0.00157377,0.001794415,0.1203196,0.824495,0.00006867199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2385986,0.003629452,0.1169265,0.011024,0.0004656892,0.001795216,0.001698057,0.001321049,0.6245414],"genre_scores_gemma":[0.7614878,0.005672226,0.08887992,0.001404443,0.0002344498,0.001703852,0.003015235,0.0004161757,0.1371858],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02092375,"threshold_uncertainty_score":0.06999683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03791117323971657,"score_gpt":0.3586521720128902,"score_spread":0.3207409987731736,"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."}}