{"id":"W4235256066","doi":"10.24124/2010/bpgub1454","title":"Green business in Brazil: a study of sugar and ethanol","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Biofuel; Ethanol fuel; Sustainability; Government (linguistics); Gasoline; Natural resource economics; Productivity; Business; Greenhouse gas; Climate change; Agricultural economics; Fossil fuel; Economics; Waste management; Engineering; Economic growth; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009060533,0.0002048267,0.0002115295,0.001444393,0.002784368,0.003686187,0.0003959789,0.000602734,0.003579639],"category_scores_gemma":[0.0022077,0.0001484501,0.0002988783,0.003989115,0.001930613,0.002799122,0.001486646,0.0007837931,0.000216341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00806206,"about_ca_system_score_gemma":0.006107352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1313436,"about_ca_topic_score_gemma":0.2215447,"domain_scores_codex":[0.9996151,0.0001210352,0.00001164607,0.0000346538,0.0001237451,0.00009389214],"domain_scores_gemma":[0.9991566,0.0004103475,0.0001337636,0.0000225514,0.0001456241,0.0001310931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006248726,0.0005213625,0.1070492,0.0008764859,0.00004842264,0.003706837,0.1979402,0.0009301957,0.002195858,0.546084,0.01017633,0.1304085],"study_design_scores_gemma":[0.00001172241,0.0001189513,0.156672,0.001183368,0.00005855799,0.0008041713,0.4344363,0.001921645,0.0008771515,0.02470433,0.3791698,0.00004203382],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7256802,0.01578054,0.0006986098,0.01418284,0.00009147369,0.00009371252,0.0001927264,0.000008576649,0.2432713],"genre_scores_gemma":[0.9732171,0.01619181,0.0003962745,0.000965875,0.00002791482,0.0000260476,0.00007747715,0.00001241955,0.009084989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1313436,"threshold_uncertainty_score":0.2611582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008298327510912501,"score_gpt":0.2359007862206056,"score_spread":0.2276024587096931,"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."}}