{"id":"W7132941310","doi":"","title":"Evaluating the life-cycle of biodiesel in North America","year":2008,"lang":"","type":"dissertation","venue":"TSpace","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; European Commission; General Motors Corporation; National Renewable Energy Laboratory; U.S. Department of Energy","keywords":"Biodiesel; Jatropha curcas; Biofuel; Diesel fuel; Raw material; Life-cycle assessment; Jatropha; Greenhouse gas; Energy crop","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003360675,0.0002936698,0.0002217191,0.0005763521,0.0003309762,0.0005665006,0.000260087,0.0002250607,0.001081856],"category_scores_gemma":[0.0004549495,0.0001558387,0.0004380226,0.0007697263,0.0001543432,0.0005117574,0.0002291116,0.0002091571,0.0001724332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002333606,"about_ca_system_score_gemma":0.0009801679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09084446,"about_ca_topic_score_gemma":0.1167074,"domain_scores_codex":[0.9998974,0.00001644057,0.000003305965,0.00002749688,0.00003269994,0.00002268174],"domain_scores_gemma":[0.9998319,0.00005345776,0.0000302954,0.0000080862,0.0000681358,0.000008028814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001539587,0.0006596888,0.2181516,0.0008512306,0.000378293,0.0009178547,0.0007712051,0.505858,0.1159704,0.005994644,0.002959693,0.1459478],"study_design_scores_gemma":[0.00009766114,0.003288235,0.4730307,0.0002152852,0.0004881395,0.0003529705,0.003608046,0.3315812,0.1461875,0.004606521,0.0364293,0.0001144528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905523,0.0006669513,0.0009575719,0.0000690024,0.000003410494,0.00003047769,0.0005680668,0.00001705738,0.007135217],"genre_scores_gemma":[0.9925455,0.001460933,0.001871116,0.0000285433,0.000002110728,0.00003917393,0.001084521,0.00001325429,0.002954697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9091555,"threshold_uncertainty_score":0.1806313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0538991262991167,"score_gpt":0.3611121579202333,"score_spread":0.3072130316211166,"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."}}