{"id":"W2278351674","doi":"10.1109/epec.2014.61","title":"Workshop Proposal for EPEC 2014","year":2014,"lang":"en","type":"article","venue":"Electrical Power and Energy Conference","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portfolio; Process (computing); Investment (military); Engineering management; Computer science; Process management; Selection (genetic algorithm); Operations research; Business; Knowledge management; Engineering; Political science; Finance","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00381499,0.0006652669,0.0003835835,0.0009516812,0.002017699,0.005064509,0.001917587,0.003702288,0.5051448],"category_scores_gemma":[0.005333979,0.0003303111,0.0007139409,0.0006694561,0.0003674545,0.00231425,0.003549858,0.003258924,0.2515287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001923517,"about_ca_system_score_gemma":0.005274445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344727,"about_ca_topic_score_gemma":0.007626218,"domain_scores_codex":[0.998046,0.0003374144,0.00007718657,0.0002413361,0.0008052612,0.0004928003],"domain_scores_gemma":[0.9952673,0.0002459129,0.0000852449,0.0002809298,0.002303809,0.001816886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001002103,0.00007694667,0.0001301348,0.00008567786,0.000004156275,0.0001138187,0.00005088702,0.0001112766,0.0003396597,0.003236809,0.9658872,0.02986323],"study_design_scores_gemma":[0.00001464072,0.0000336781,0.0004685774,0.00005415783,0.000001859974,0.00003464852,0.0001278688,0.00005836906,0.0001663381,0.0007169415,0.9983177,0.000005317293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004360873,0.002402553,0.009062693,0.06449612,0.1035128,0.002425744,0.008107747,0.001618355,0.8040132],"genre_scores_gemma":[0.0072849,0.0005623852,0.002220658,0.005783772,0.003138158,0.0005679018,0.003183809,0.0003653557,0.9768931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5051448,"threshold_uncertainty_score":0.7058509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133368252198055,"score_gpt":0.2636612027309239,"score_spread":0.2523275202089434,"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."}}