{"id":"W4295924056","doi":"10.3390/buildings12091460","title":"Selection of New Projects Considering the Synergistic Relationships in a Project Portfolio","year":2022,"lang":"en","type":"article","venue":"Buildings","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Fundamental Research Funds for the Central Universities; Social Science Foundation of Shaanxi Province; National Natural Science Foundation of China","keywords":"Portfolio; Selection (genetic algorithm); Process management; Project portfolio management; Computer science; Process (computing); Engineering management; Management science; Project management; Business; Engineering; Systems engineering; Finance","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":[0.003969762,0.0007321969,0.0008260258,0.001566643,0.0009750155,0.00279437,0.0008764972,0.0008357196,0.002888861],"category_scores_gemma":[0.007508189,0.0004567692,0.0008412476,0.001840913,0.000606819,0.002493618,0.002222351,0.0009276024,0.0003125395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151164,"about_ca_system_score_gemma":0.002611028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002123334,"about_ca_topic_score_gemma":0.0024021,"domain_scores_codex":[0.9966484,0.001540713,0.0001733123,0.0003295499,0.0008998657,0.000408165],"domain_scores_gemma":[0.9976705,0.001147245,0.0003786272,0.0001525963,0.0003709058,0.0002800825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001866348,0.0003222365,0.02277687,0.0001774355,0.0001232333,0.0006744348,0.0005336303,0.8217545,0.004941059,0.03520873,0.0007638748,0.1125373],"study_design_scores_gemma":[0.00003019683,0.0003510721,0.003492743,0.00003799766,0.00007424782,0.0001926419,0.0005093584,0.9758782,0.001620305,0.01565327,0.002124693,0.00003518609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4421576,0.0002989887,0.5366015,0.0003527586,0.00003399266,0.0004917517,0.00006648811,0.00008475718,0.01991209],"genre_scores_gemma":[0.9348461,0.0002501868,0.06212209,0.00002017076,0.000007629884,0.000253162,0.00006508712,0.00001667385,0.002419003],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003969762,"threshold_uncertainty_score":0.02099437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1728559147044203,"score_gpt":0.3573699291843471,"score_spread":0.1845140144799268,"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."}}