{"id":"W2331968405","doi":"10.5935/1984-6835.20130010","title":"Glycerochemistry and Glycerol Valorization","year":2013,"lang":"ca","type":"article","venue":"Revista Virtual de Química","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Glycerol; 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"],"consensus_categories":[],"category_scores_codex":[0.0001610268,0.0003530269,0.0003338223,0.00004813523,0.0001554824,0.0003235509,0.0002391068,0.0004531456,0.0003471297],"category_scores_gemma":[0.0002931739,0.0003675689,0.0001502036,0.0001933374,0.0001818427,0.00002562601,0.00019838,0.0001770813,0.0001493404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006955377,"about_ca_system_score_gemma":0.0001433698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004992424,"about_ca_topic_score_gemma":0.000002322004,"domain_scores_codex":[0.9981023,0.000114884,0.0004741294,0.000692256,0.0001892931,0.0004271402],"domain_scores_gemma":[0.998675,0.00002626789,0.0002162732,0.0005890238,0.0002228812,0.0002705861],"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":[0.00005591689,0.00008780036,0.000622486,0.0001951632,0.0001077633,0.000001461423,0.0001267611,0.00001873492,0.9817005,0.0006396237,0.009258979,0.007184858],"study_design_scores_gemma":[0.002360558,0.001481823,0.005551408,0.0003951424,0.0004999486,0.0001207745,0.0008990112,0.004125022,0.7624762,0.0001865935,0.2202258,0.001677727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831901,0.009020611,0.005235892,0.0003078136,0.0001235001,0.0004716658,0.00005046028,0.00002803375,0.001571887],"genre_scores_gemma":[0.9890733,0.00474656,0.0002196779,0.0003980625,0.0005399184,0.00005315338,0.0009333415,0.00005981721,0.003976137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2192242,"threshold_uncertainty_score":0.9998776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005062403502394149,"score_gpt":0.2205583426834717,"score_spread":0.2154959391810776,"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."}}