{"id":"W4221060057","doi":"10.3390/catal12040390","title":"Ni-Cu/Al2O3 from Layered Double Hydroxides Hydrogenates Furfural to Alcohols","year":2022,"lang":"en","type":"article","venue":"Catalysts","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Universitat Rovira i Virgili","keywords":"Furfural; Furfuryl alcohol; Catalysis; Selectivity; Chemistry; Calcination; Furan; Nuclear chemistry; Layered double hydroxides; Inorganic chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000153548,0.0002752477,0.0003248955,0.0002756534,0.0002106604,0.00006122928,0.000581454,0.00006794794,0.0005694347],"category_scores_gemma":[0.00001306631,0.0003153376,0.0001845103,0.0007048855,0.00002675209,0.0002092984,0.0004517874,0.000207761,0.001049799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003720172,"about_ca_system_score_gemma":0.00002300369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032899,"about_ca_topic_score_gemma":0.0001715678,"domain_scores_codex":[0.9983336,0.00002313348,0.0003207717,0.0004429614,0.0004281215,0.0004513968],"domain_scores_gemma":[0.998924,0.00004211201,0.00004711655,0.0007315594,0.0000279522,0.0002273275],"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":[0.00008280588,0.00004952228,0.001759566,0.00002817855,0.0003374131,0.0001089371,0.001161908,0.01852603,0.9311396,0.00004764385,0.04486608,0.001892308],"study_design_scores_gemma":[0.001245972,0.00004833831,0.001039588,0.00001486689,0.0001027167,0.00003155918,0.00040849,0.008307804,0.9484205,0.0001288533,0.03956313,0.0006881419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953683,0.0009001686,0.0000500099,0.0001902701,0.0008491806,0.0003003982,0.0002240464,0.00060059,0.001517015],"genre_scores_gemma":[0.9973569,0.00000650484,0.0001713452,0.0001405674,0.0001183806,0.0001456837,0.001395823,0.00007836664,0.0005864311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01728093,"threshold_uncertainty_score":0.9999298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068398018179556,"score_gpt":0.2036784530035624,"score_spread":0.1929944728217669,"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."}}