{"id":"W1883565451","doi":"10.1139/l07-122","title":"Le biodiesel. II. Production — une synthèse","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Biodiesel; Transesterification; Biodiesel production; Diesel fuel; Acid value; Organic chemistry; Interesterified fat; Catalysis; Chemistry; Biofuel; Animal fat; Pulp and paper industry; Materials science; Lipase; Waste management; Food science; Biochemistry; Enzyme","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001050606,0.0001153858,0.0001487582,0.000318319,0.0002189787,0.00001577208,0.000133624,0.0000557643,0.00004783032],"category_scores_gemma":[0.00007891232,0.0001288253,0.00006349738,0.0004017229,0.00005261075,0.0002039424,0.000004760842,0.0002497778,0.00001630682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000968755,"about_ca_system_score_gemma":0.0002600497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003460782,"about_ca_topic_score_gemma":0.01578192,"domain_scores_codex":[0.9993219,0.000004263563,0.0002556354,0.0000872101,0.0000932623,0.0002376662],"domain_scores_gemma":[0.9993607,0.000006125862,0.00003860353,0.0001577012,0.000110656,0.0003261764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003116022,0.00002850032,0.0004134754,0.0001390432,0.000191699,0.0001065984,0.002142384,0.7942373,0.02587938,0.004667118,0.17032,0.001871379],"study_design_scores_gemma":[0.0003125964,0.00004880136,0.004298451,0.0001088409,0.00002779183,0.002002524,0.0001833127,0.005565281,0.01469093,0.0001592583,0.9721341,0.0004681827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.834413,0.02255586,0.05732454,0.02130049,0.01608233,0.0008318983,0.00006953034,0.001178841,0.04624352],"genre_scores_gemma":[0.9986065,0.0001714505,0.0005134192,0.00001784613,0.0004637329,0.000004953336,0.000001752698,0.00002724789,0.0001931219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.801814,"threshold_uncertainty_score":0.8806683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042407496580931,"score_gpt":0.1646315064606819,"score_spread":0.1542074314948726,"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."}}