{"id":"W2619696713","doi":"10.11159/iccpe17.108","title":"Turning Waste Oil to High Standard Commercial Biodiesel","year":2017,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiesel; Environmental science; Waste management; Engineering; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001933829,0.0004840989,0.0002995221,0.0009342537,0.0002987598,0.0009048553,0.0003741124,0.0005881809,0.005846166],"category_scores_gemma":[0.0002521521,0.0003027118,0.0004335309,0.000911319,0.0002560421,0.0009346317,0.0006245575,0.0009087204,0.005915435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003160609,"about_ca_system_score_gemma":0.0002298185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000376791,"about_ca_topic_score_gemma":0.0008388399,"domain_scores_codex":[0.9997035,0.00001573415,0.00001582302,0.00003465762,0.0001682991,0.00006202493],"domain_scores_gemma":[0.9998864,0.000009812908,0.000007742347,0.00001610615,0.00006229732,0.00001761959],"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":[0.0001750787,0.0001177903,0.0004885135,0.0004276021,0.00001625215,0.0004748736,0.0001129474,0.0005949636,0.8675948,0.004517514,0.004109305,0.1213704],"study_design_scores_gemma":[0.00001274289,0.0001355826,0.0007057601,0.00005435168,0.00001801089,0.0002899996,0.0001000136,0.001075655,0.9215139,0.001969486,0.07410479,0.00001976801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5943944,0.01473655,0.2293385,0.002584842,0.002745036,0.0002614032,0.001231419,0.004985473,0.1497223],"genre_scores_gemma":[0.7518886,0.01429577,0.144494,0.0009593639,0.0002951273,0.0001178396,0.002150935,0.001418178,0.08438004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005846166,"threshold_uncertainty_score":0.01955742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008652376140786476,"score_gpt":0.2125810065484418,"score_spread":0.2039286304076553,"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."}}