{"id":"W6927015807","doi":"10.2833/094502","title":"METIS 3, study S5. The impact of industry transition on a CO2-neutral European energy system","year":2023,"lang":"en","type":"report","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Innovations and Analysis in Business and Education","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metis; Energy system; Energy (signal processing); Energy transition; Work (physics); Energy policy; Energy sector; European union","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":[0.001894106,0.000427629,0.0003983171,0.0009758673,0.0005784142,0.001960224,0.0004621542,0.0006702323,0.02028867],"category_scores_gemma":[0.003375175,0.0001371811,0.0008090451,0.001457975,0.000261906,0.0009920587,0.0008679508,0.0008584612,0.002260971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668427,"about_ca_system_score_gemma":0.002424596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04771952,"about_ca_topic_score_gemma":0.04938801,"domain_scores_codex":[0.9989424,0.0004203775,0.00006205556,0.0001259243,0.0002927742,0.0001563854],"domain_scores_gemma":[0.997627,0.001279977,0.0003555379,0.0001749367,0.0003944603,0.0001681094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01923661,0.004469086,0.2556158,0.006070608,0.001988652,0.00280943,0.004775285,0.05277052,0.008938435,0.1139605,0.3414763,0.1878888],"study_design_scores_gemma":[0.002712867,0.00477832,0.5740557,0.0006373555,0.0007777152,0.0004431296,0.01250705,0.01267284,0.01850236,0.009294754,0.3635006,0.0001174295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6270475,0.001513102,0.002526814,0.002971526,0.0002816885,0.002142604,0.1134035,0.0001767757,0.2499364],"genre_scores_gemma":[0.8599474,0.001065219,0.003424302,0.0009744557,0.0001757377,0.002579972,0.06364837,0.00008267302,0.06810188],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04771952,"threshold_uncertainty_score":0.0948835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2929157999762447,"score_gpt":0.4641712554882906,"score_spread":0.1712554555120459,"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."}}