{"id":"W1984580221","doi":"10.1007/s11746-012-2157-0","title":"Polyol‐Derived Alkoxide/Hydroxide Base Catalysts I. Production","year":2012,"lang":"en","type":"article","venue":"Journal of the American Oil Chemists Society","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Polyol; Sodium methoxide; Chemistry; Sodium hydroxide; Alkoxide; Catalysis; Metal hydroxide; Xylitol; Glycerol; Hydroxide; Sorbitol; Transesterification; Methanol; Methoxide; Inorganic chemistry; Organic chemistry; Nuclear chemistry; Fermentation; Polyurethane","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":[0.0001187895,0.0004684283,0.0002905415,0.0003250681,0.0001301793,0.0002732656,0.0003130629,0.0002741048,0.001116013],"category_scores_gemma":[0.000153773,0.0002090058,0.0002494156,0.0002658863,0.0001209611,0.000273294,0.0002212126,0.0004498619,0.001059181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002217785,"about_ca_system_score_gemma":0.0001224382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002897652,"about_ca_topic_score_gemma":0.0005380033,"domain_scores_codex":[0.9998734,0.00001030422,0.00001215422,0.0000260842,0.00005911163,0.00001890628],"domain_scores_gemma":[0.9999425,0.000008428967,0.00001414017,0.000009530344,0.00001739944,0.000007907249],"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":[0.00002299779,0.000008024741,0.00003939995,0.00006375574,0.000002273681,0.00001329324,0.00000421089,0.00005763901,0.9976916,0.0000453115,0.00002497363,0.002026522],"study_design_scores_gemma":[0.000002644942,0.00002818052,0.0001139602,0.000002460483,0.000003548962,0.00001749376,0.000002703338,0.0001186964,0.9987531,0.00001106075,0.0009451553,0.000001113084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482567,0.005630601,0.03025064,0.0001537576,0.0001403412,0.0002603845,0.001032907,0.000511904,0.01376279],"genre_scores_gemma":[0.9682382,0.003528615,0.02026618,0.00004234019,0.00003043156,0.00009821817,0.000934822,0.00008619526,0.006774819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001116013,"threshold_uncertainty_score":0.003733397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009338842507636537,"score_gpt":0.2162442951501102,"score_spread":0.2069054526424737,"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."}}