{"id":"W2057776454","doi":"10.4141/cjps06067","title":"Energy balances of biodiesel production from soybean and canola in Canada","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canola Council of Canada","keywords":"Canola; Biodiesel; Biodiesel production; Soybean oil; Transesterification; Agronomy; Environmental science; Vegetable oil; Diesel fuel; Pulp and paper industry; Chemistry; Waste management; Food science; Biology; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.0003441592,0.0006941645,0.0002465387,0.003390305,0.001056548,0.000808471,0.0004556763,0.0001567069,0.001428801],"category_scores_gemma":[0.0003785406,0.0002060469,0.0007649646,0.00450884,0.000208614,0.0003883283,0.0002469495,0.0002738198,0.0002219615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03831932,"about_ca_system_score_gemma":0.0140289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9701192,"about_ca_topic_score_gemma":0.9849111,"domain_scores_codex":[0.9997117,0.000008671784,0.00001072744,0.00003675327,0.0001824901,0.00004965226],"domain_scores_gemma":[0.9996468,0.00001932457,0.00002349071,0.000004823869,0.0002910021,0.00001457362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002131395,0.0001649362,0.2239725,0.006947791,0.001359146,0.0011864,0.001305236,0.1673097,0.1239639,0.01499689,0.02263319,0.434029],"study_design_scores_gemma":[0.00007308139,0.0002942853,0.6145427,0.0008323833,0.001080947,0.000369826,0.001735786,0.0423423,0.08171031,0.002629049,0.2541366,0.0002527692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7866979,0.07372414,0.01002712,0.000598864,0.00007400088,0.0002514517,0.05124076,0.000224173,0.07716167],"genre_scores_gemma":[0.9257271,0.03372777,0.006140017,0.00008312641,0.000005213298,0.00008400728,0.01816172,0.0000643013,0.01600677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03831932,"threshold_uncertainty_score":0.2780274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006919360309573382,"score_gpt":0.1621493749995547,"score_spread":0.1552300146899813,"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."}}