{"id":"W7036167113","doi":"","title":"Alfa Laval supplies heat exchangers to the world's largest green hydrogen plant - Chemical Engineering","year":2022,"lang":"en","type":"other","venue":"","topic":"Chemical Looping and Thermochemical Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Heat exchanger; Chemical plant; Hydrogen; Chemical industry; Hydrogen production","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":[0.0003000783,0.0005432043,0.0001916097,0.001098867,0.001487976,0.00117059,0.0004817949,0.0007579528,0.1707401],"category_scores_gemma":[0.0004360942,0.0001542969,0.0003285774,0.0006447653,0.0004140693,0.000692035,0.0008439948,0.0005509313,0.04684818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609694,"about_ca_system_score_gemma":0.001754099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02642552,"about_ca_topic_score_gemma":0.05631227,"domain_scores_codex":[0.999804,0.00001244144,0.000002508913,0.00002172602,0.0001200755,0.00003931237],"domain_scores_gemma":[0.9997682,0.00003204258,0.00001246712,0.000038171,0.0001032657,0.00004581612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004830184,0.0003284926,0.004348078,0.000276592,0.00001546933,0.0004524044,0.0001518727,0.00156232,0.01878205,0.03934906,0.446888,0.4873627],"study_design_scores_gemma":[0.00002516536,0.00004574667,0.002928907,0.00002856127,0.000003637709,0.00009453454,0.00008306466,0.001460276,0.006069814,0.001840044,0.9874133,0.000006857137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01396533,0.0004650636,0.002573269,0.0009347419,0.0002144744,0.000109782,0.003161822,0.001714571,0.9768609],"genre_scores_gemma":[0.04236951,0.0004950857,0.001963158,0.0001818916,0.000055312,0.00003104021,0.002294652,0.0003325551,0.9522769],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1707401,"threshold_uncertainty_score":0.5711824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005858667588467239,"score_gpt":0.18165683078162,"score_spread":0.1757981631931527,"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."}}