{"id":"W2772332545","doi":"","title":"Hydrogen Demonstration Project Evaluations: FINAL REPORT for IEA – International Energy Agency HIA – Hydrogen Implementing Agreement Task 18: Integrated Systems Evaluation Subtask B: Demonstration Project Evaluations","year":2007,"lang":"en","type":"article","venue":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Task (project management); Work (physics); Commission; Systems engineering; Information system; Operations research; Engineering management; Computer science; Engineering; Business","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":[0.04140977,0.001727284,0.001067814,0.003212732,0.002295386,0.006483875,0.002282138,0.002997015,0.03324243],"category_scores_gemma":[0.02795065,0.001120591,0.001247721,0.00202233,0.0006397741,0.00292091,0.003354848,0.003136462,0.02162497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005298627,"about_ca_system_score_gemma":0.0273119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03319851,"about_ca_topic_score_gemma":0.03302593,"domain_scores_codex":[0.9746667,0.004805093,0.001119865,0.0007334065,0.01605091,0.002624182],"domain_scores_gemma":[0.939036,0.003994167,0.002536223,0.001954105,0.04848091,0.003998575],"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":[0.000786358,0.0009018467,0.002849017,0.0005442326,0.00006614088,0.0001382513,0.0002688295,0.002069735,0.003735733,0.001953954,0.9335157,0.05317021],"study_design_scores_gemma":[0.0003675444,0.001062987,0.02907645,0.000584228,0.00006442321,0.00006700896,0.0006534195,0.00108354,0.007966324,0.0009776596,0.9579901,0.000106311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05586581,0.004557304,0.03692592,0.02598207,0.006094693,0.06197926,0.2011608,0.005728499,0.6017057],"genre_scores_gemma":[0.1154218,0.004873628,0.05450545,0.007243411,0.001376315,0.03688155,0.2530879,0.003276353,0.5233337],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04140977,"threshold_uncertainty_score":0.2189984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03435143383871152,"score_gpt":0.268341716147065,"score_spread":0.2339902823083535,"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."}}