{"id":"W2328183251","doi":"10.1021/ie5034705","title":"Catalytic Steam Reforming of Aqueous Phase of Bio-Oil over Ni-Based Alumina-Supported Catalysts","year":2014,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Agriculture Funding Consortium; University of Calgary","keywords":"Catalysis; Yield (engineering); Aqueous solution; Nickel; Aqueous two-phase system; Hydrogen; Hydrogen production; Chemical engineering; Chemistry; Materials science; Nuclear chemistry; Organic chemistry; Metallurgy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009913644,0.0002641338,0.0005762351,0.0002499658,0.0001002348,0.00003798691,0.0003730156,0.0002747632,0.0000429672],"category_scores_gemma":[0.0007507452,0.0002756249,0.0001395005,0.001029217,0.0001505801,0.00009685951,0.000108097,0.0005897202,0.000006912042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910402,"about_ca_system_score_gemma":0.0001357475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001894832,"about_ca_topic_score_gemma":0.000005804772,"domain_scores_codex":[0.9976639,0.00002399234,0.0007156754,0.0003061547,0.0007536385,0.000536708],"domain_scores_gemma":[0.99857,0.0002437895,0.000104286,0.0006408383,0.0002693147,0.0001717726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004461583,0.0001070146,0.0001190469,0.0006837801,0.0001697374,0.000007305499,0.00008733617,0.03040228,0.9595025,0.000005566044,0.0008388897,0.008031996],"study_design_scores_gemma":[0.001889824,0.00004959276,0.0000183968,0.0002126832,0.00004728085,0.000004251636,0.0000603215,0.06282087,0.930123,0.00000168673,0.00453725,0.0002348121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962141,0.0002907322,0.00009504909,0.00002495213,0.0001628467,0.0001207926,0.00009371113,0.000160247,0.002837593],"genre_scores_gemma":[0.9988913,0.00003180611,0.000016002,0.000001211157,0.0003236524,0.00003329291,0.0001890924,0.00006369218,0.0004499781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03241859,"threshold_uncertainty_score":0.9999696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05870512509647216,"score_gpt":0.3227730641197196,"score_spread":0.2640679390232474,"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."}}