{"id":"W7042776345","doi":"","title":"PRODUCTION OF BIODIESEL FROM THE SOLID SLUDGE OF WASTEWATER TREATMENT PLANT","year":2011,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiesel; Biodiesel production; Transesterification; Wastewater; Biofuel; Extraction (chemistry); Yield (engineering); Sewage treatment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009765608,0.0001833974,0.0002214029,0.0001346459,0.0000924913,0.00001640773,0.0003333971,0.00009335834,0.00003983636],"category_scores_gemma":[0.000007555583,0.000145789,0.00009118437,0.0002389259,0.000150254,0.0003475587,0.00006659824,0.0001510378,0.00006299002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007460723,"about_ca_system_score_gemma":0.00001880525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002759443,"about_ca_topic_score_gemma":0.0004204909,"domain_scores_codex":[0.9991346,0.00005882588,0.0002289879,0.0002552466,0.0001360435,0.0001862794],"domain_scores_gemma":[0.9991764,0.00002563206,0.0001020221,0.0005612051,0.00007094954,0.00006383689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001566807,0.0003424666,0.8892935,0.00009615716,0.0004732911,0.00001067308,0.006780248,0.0001881867,0.1014066,0.0001950821,0.00002498109,0.001032099],"study_design_scores_gemma":[0.0003746744,0.00008747227,0.4449584,0.00005623203,0.0001117375,0.000006802079,0.0006841614,0.000001402534,0.5495318,0.0001007869,0.003905877,0.0001807267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984816,0.0001218326,0.00007375779,0.000139375,0.0003501507,0.0002680039,0.0001572013,0.0001245105,0.0002835174],"genre_scores_gemma":[0.9987453,0.0001872174,0.00007666311,0.0000124077,0.00007722788,0.000003099729,0.00004114269,0.00001944423,0.0008375219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4481251,"threshold_uncertainty_score":0.5945102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1252708317908228,"score_gpt":0.2702322375106955,"score_spread":0.1449614057198726,"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."}}