{"id":"W2021502428","doi":"10.1038/nature11955","title":"A step closer to a methanol economy","year":2013,"lang":"en","type":"letter","venue":"Nature","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Methanol; Dehydrogenation; Hydrogen; Catalysis; Ruthenium; Hydrogen storage; Chemistry; Methanol reformer; Proton exchange membrane fuel cell; Hydrogen economy; Hydrogen production; Chemical engineering; Organic chemistry; Steam reforming; Engineering","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":[0.002036422,0.0005753938,0.0007897824,0.0003340938,0.005125511,0.004778666,0.00141727,0.08966662,0.008836899],"category_scores_gemma":[0.0148855,0.0004949079,0.001185182,0.0003062907,0.004678422,0.004217923,0.002734693,0.05850587,0.004569082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004667264,"about_ca_system_score_gemma":0.004375734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004194336,"about_ca_topic_score_gemma":0.01019659,"domain_scores_codex":[0.9980495,0.0004215169,0.0001258814,0.0002324738,0.0007691009,0.000401539],"domain_scores_gemma":[0.997382,0.001399529,0.0001574816,0.0001311076,0.0003753893,0.0005544755],"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":[0.00004849517,0.00003886853,0.0001997943,0.0000450683,0.0000144124,0.001557592,0.0001285723,0.00012758,0.0002920121,0.0179064,0.9709017,0.008739443],"study_design_scores_gemma":[0.0001151823,0.00005783289,0.0003960945,0.000156389,0.00002244961,0.0014183,0.0003645776,0.0004860834,0.0005292316,0.07860449,0.9177897,0.00005978153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000397867,0.0008644607,0.0002288946,0.9786563,0.01485879,0.000008233502,0.00002149986,0.00001943955,0.004944523],"genre_scores_gemma":[0.005964449,0.0006880405,0.0002014598,0.9652885,0.01767279,0.00002880251,0.00001269463,0.00001969596,0.01012356],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08966662,"threshold_uncertainty_score":0.03386354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008189930719154326,"score_gpt":0.2301588590603516,"score_spread":0.2219689283411972,"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."}}