{"id":"W7020251346","doi":"","title":"Innoframe: a project and portfolio management multilayer framework to support innovation-driven SMEs","year":2020,"lang":"en","type":"article","venue":"RepositóriUM (Universidade do Minho)","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Project portfolio management; Portfolio; IT portfolio management; Pipeline (software); Project management; Application portfolio management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008222897,0.0006004279,0.0004653683,0.003042955,0.001419389,0.005677903,0.001693216,0.001272213,0.002490348],"category_scores_gemma":[0.008110595,0.0002819314,0.0006492433,0.00201241,0.001272817,0.006793821,0.006757303,0.00130835,0.0007357772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002587216,"about_ca_system_score_gemma":0.007453589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004416887,"about_ca_topic_score_gemma":0.007841508,"domain_scores_codex":[0.9955649,0.002376586,0.0004276992,0.0002501079,0.0009175661,0.0004631824],"domain_scores_gemma":[0.9967237,0.001031373,0.0004491435,0.0003816593,0.000555491,0.0008586761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002361893,0.0008162675,0.01237552,0.001032296,0.0001127645,0.0008844999,0.0106438,0.01389731,0.004872632,0.4493144,0.01591266,0.4899017],"study_design_scores_gemma":[0.0001455369,0.0008391362,0.01271123,0.002514316,0.0002202834,0.001745812,0.01510561,0.1340079,0.006366144,0.2983381,0.5277528,0.0002532812],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06846935,0.001525995,0.827113,0.008369157,0.0002225313,0.001390989,0.0005528692,0.003079824,0.08927632],"genre_scores_gemma":[0.3270455,0.0009286172,0.6609001,0.0003935644,0.00005707897,0.0008392342,0.0007546052,0.000113107,0.008968276],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008222897,"threshold_uncertainty_score":0.04348731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08244277653591635,"score_gpt":0.3522968644542832,"score_spread":0.2698540879183668,"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."}}