{"id":"W3102374160","doi":"10.1093/oso/9780199362554.003.0009","title":"Brazilian Biofuels: Distilling Solutions","year":2018,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Agricultural and Food Sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofuel; Quarter (Canadian coin); Population; Government (linguistics); Agricultural economics; Automotive industry; Market share; Business; Economy; Natural resource economics; Economics; Engineering; Geography; Waste management; Finance","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":[0.001264722,0.0009722469,0.0003689127,0.001845051,0.001638015,0.003376593,0.001014094,0.001089875,0.02316514],"category_scores_gemma":[0.002172276,0.0002811661,0.000521193,0.002712599,0.0008817625,0.002810821,0.002807015,0.001330039,0.006263002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004324959,"about_ca_system_score_gemma":0.005417036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02845595,"about_ca_topic_score_gemma":0.06156072,"domain_scores_codex":[0.9992197,0.0001151339,0.00003925173,0.0001128465,0.0003746885,0.0001382478],"domain_scores_gemma":[0.9995103,0.00005584102,0.00004417207,0.00005579279,0.0002673412,0.00006652332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005038579,0.00008239358,0.001720654,0.001870613,0.00002005742,0.0002888338,0.002076259,0.001051558,0.00682837,0.2400722,0.1012019,0.6447368],"study_design_scores_gemma":[0.000003443443,0.00001496912,0.0005292002,0.0004756014,0.000009352414,0.00009730978,0.0007130521,0.0003187724,0.001321057,0.01420234,0.9823056,0.000009278961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02926388,0.1059159,0.04114543,0.04964955,0.002470671,0.0004563217,0.004457923,0.00162076,0.7650196],"genre_scores_gemma":[0.4228905,0.2008624,0.09286726,0.009925118,0.0008953913,0.0005969774,0.006385705,0.001200024,0.2643766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02845595,"threshold_uncertainty_score":0.0774951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419043260800617,"score_gpt":0.1911439157575946,"score_spread":0.1469534831495884,"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."}}