{"id":"W7096482361","doi":"","title":"INVESTIGATIONS OF COST-EFFECTIVE BIODIESEL PRODUCTION FROM","year":2013,"lang":"en","type":"article","venue":"","topic":"Process Optimization and Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Inclusion (mineral); Biodiesel production; Context (archaeology); Biodiesel","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004207358,0.0002478014,0.0005190314,0.0003010948,0.0003243765,0.001149284,0.0004249448,0.0004753146,0.001803408],"category_scores_gemma":[0.0007997254,0.0002187621,0.0002835174,0.0004596861,0.0002178383,0.0009203149,0.0005218265,0.0007265125,0.0004973054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008604873,"about_ca_system_score_gemma":0.0005863505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00214092,"about_ca_topic_score_gemma":0.004106589,"domain_scores_codex":[0.9996877,0.00002124766,0.00001801141,0.00005000876,0.0001716348,0.000051484],"domain_scores_gemma":[0.999849,0.00005225193,0.00002431598,0.00001338214,0.00005246945,0.000008581805],"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":[0.0005004319,0.0001325294,0.0008110208,0.0003766029,0.00001684668,0.0001627179,0.00008412601,0.004847382,0.9774923,0.00100431,0.0001745537,0.01439711],"study_design_scores_gemma":[0.00001961974,0.0003154773,0.001003476,0.00001286777,0.00001696456,0.00003720429,0.00007823959,0.006069531,0.9903798,0.0001019605,0.001958309,0.00000653658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923398,0.0009750313,0.002790043,0.0001085711,0.00002156766,0.0000414918,0.0002321043,0.00003907612,0.003452395],"genre_scores_gemma":[0.9941333,0.000938203,0.002398517,0.00002760687,0.00000316321,0.00002949141,0.0002400338,0.00002600221,0.002203684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00214092,"threshold_uncertainty_score":0.006243289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127961482426772,"score_gpt":0.2070149384108461,"score_spread":0.1957353235865784,"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."}}