{"id":"W3198838403","doi":"10.52571/ptq.v3.n06.2006.agosto/3_pgs_26_31.pdf","title":"GLYCERCHEMISTRY: A RENEWABLE PETROCHEMISTRY","year":2006,"lang":"en","type":"article","venue":"PERIÓDICO TCHÊ QUÍMICA","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Petrochemical; Petrochemistry; Raw material; Naphtha; Speciality chemicals; Chemical industry; Renewable energy; Production (economics); Waste management; Biodiesel production; Biochemical engineering; Pulp and paper industry; Biodiesel; Environmental science; Engineering; Chemistry; Environmental engineering; Organic chemistry; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001011111,0.0001957699,0.0001484771,0.00002556686,0.00008285398,0.0000333387,0.000186575,0.0001799855,0.00008796163],"category_scores_gemma":[0.00005795149,0.0001988957,0.0001006283,0.0001217599,0.00007040059,0.000003120653,0.00006875255,0.000102884,0.00002659323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002378381,"about_ca_system_score_gemma":0.00005438636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002309894,"about_ca_topic_score_gemma":0.00001713673,"domain_scores_codex":[0.9989095,0.00001357863,0.0001999546,0.0004485279,0.0001161003,0.0003123559],"domain_scores_gemma":[0.9993622,0.000001669782,0.00005700197,0.0004444354,0.00006265382,0.00007199562],"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":[0.0000356261,0.00005662438,0.0002632164,0.00003107519,0.00001516907,0.000001705957,0.000007045699,0.0002102552,0.9820929,0.00001775428,0.01700754,0.0002610467],"study_design_scores_gemma":[0.0002381991,0.00002862749,0.0002936726,0.000007455149,0.00001173326,0.00005653533,0.00001519294,0.0000204747,0.72104,0.0000312645,0.2780656,0.0001913002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871976,0.001251958,0.0009630981,0.0002478272,0.0002493976,0.00007941963,0.00002111387,0.0000817486,0.009907779],"genre_scores_gemma":[0.9815459,0.00009447583,0.001738906,0.00006753953,0.001802264,0.00001920577,0.0003195124,0.00003290529,0.0143793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.261058,"threshold_uncertainty_score":0.8110731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002689171723660068,"score_gpt":0.1875077432167046,"score_spread":0.1848185714930445,"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."}}