{"id":"W4391967888","doi":"10.2139/ssrn.4727040","title":"Techno-Economic and Life Cycle Assessment of Blue Hydrogen Production by Partial Oxidation","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Hydrogen production; Production (economics); Life-cycle assessment; Environmental science; Natural resource economics; Hydrogen; Economics; Chemistry; Macroeconomics","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":[0.0007966775,0.0004893274,0.000438782,0.0008785337,0.0002918591,0.0007619198,0.0003935452,0.0006021234,0.001428786],"category_scores_gemma":[0.0008591735,0.0001753582,0.0007522925,0.0006964228,0.000357767,0.0006590004,0.0004041989,0.0003721233,0.0001528947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001649087,"about_ca_system_score_gemma":0.0005825115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007188811,"about_ca_topic_score_gemma":0.005281261,"domain_scores_codex":[0.9997942,0.00006997328,0.000005980216,0.00002140316,0.00007364892,0.00003481306],"domain_scores_gemma":[0.9995901,0.0002535172,0.00002500942,0.00002626101,0.00008762648,0.00001754562],"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":[0.001370657,0.000195063,0.01257168,0.0002024419,0.00009988005,0.0002053438,0.00002764914,0.9305825,0.02574668,0.003442904,0.0003828085,0.02517226],"study_design_scores_gemma":[0.0000745104,0.001218106,0.01900694,0.0000142018,0.0001001818,0.00006618755,0.0001008601,0.926158,0.04592509,0.006267008,0.001039314,0.00002974599],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878351,0.0004506774,0.005096982,0.0001208028,0.00001489568,0.00004280584,0.0006398206,0.00002864627,0.005770274],"genre_scores_gemma":[0.9984665,0.0001487421,0.0004360011,0.000006003941,0.000002279893,0.00001120697,0.0001620257,0.000004915734,0.000762397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007188811,"threshold_uncertainty_score":0.01429391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006002164021488579,"score_gpt":0.2438245267423562,"score_spread":0.2378223627208676,"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."}}