{"id":"W2036067220","doi":"10.1021/ie800559v","title":"Low Trans and Saturated Vegetable Oil Hydrogenation over Nanostructured Pd/Silica Catalysts: Process Parameters and Mass-Transfer Features Effects","year":2008,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Catalysis; Selectivity; Chemical engineering; Chemistry; Isomerization; Canola; Iodine value; Sunflower oil; Palladium; Hydrogen; Materials science; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001344792,0.0003370638,0.0002357567,0.000162556,0.0000920583,0.0002079398,0.0002740092,0.0002348609,0.0008051693],"category_scores_gemma":[0.0002345463,0.0001813754,0.000221237,0.0001884255,0.0001321443,0.0002765146,0.0001401049,0.0002455352,0.0002487878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002878524,"about_ca_system_score_gemma":0.0001292599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007902097,"about_ca_topic_score_gemma":0.001692398,"domain_scores_codex":[0.9999069,0.000007737796,0.000008996586,0.00002295944,0.00003139246,0.0000221303],"domain_scores_gemma":[0.9999269,0.0000242276,0.00001583456,0.000007393103,0.00001501926,0.00001060424],"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":[0.0001214966,0.00001177161,0.0001822264,0.00004396751,0.000006426736,0.00002595335,0.00001161408,0.0001797123,0.9980956,0.00002700336,0.00001336827,0.001280867],"study_design_scores_gemma":[0.00000391341,0.00006136654,0.0007239492,9.815102e-7,0.00000850367,0.00002357665,0.000006458302,0.0006558805,0.9983133,0.00000761647,0.0001925547,0.000002039775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977501,0.0003729939,0.0009901322,0.00001418242,0.000005764934,0.000008354352,0.0001178564,0.0000373709,0.0007032615],"genre_scores_gemma":[0.9985336,0.0001990732,0.0008112563,0.000004991605,0.000002496058,0.000006420623,0.00009767969,0.0000121217,0.0003323715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008051693,"threshold_uncertainty_score":0.002693534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137857803298025,"score_gpt":0.2609283715239837,"score_spread":0.2395497934910035,"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."}}